tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=4
objective=binary sigmoid:1
feature_names=atom_v_bur_3_5_Cs atom_v_bur_3_5_Hs_min cm5_Cs cm5_Hs_min lst_pka_pred_nshell3
feature_infos=[66.490946482300004:150.69345512789999] [50.645174261400001:135.21331321279999] [-0.77633000000000008:0.79020000000000001] [-0.79553000000000007:0.67263000000000006] [18.4579276841:54.915453171400003]
tree_sizes=3395 3406 3396 3402 3415 3391 3406 3394 3406 3418 3415 3414 3413 3421 3409 3433 3418 3426 3441 3428 3407 3424 3418 3434 3424 3419 3426 3408 3436 3418 3423 3426 3394 3426 3435 3414 3422 3450 3411 3421 3429 3425 3408 3414 3413 3440 3432 3430 3418 3449 3426 3428 3433 3421 3416 3438 3427 3430 3448 3437 3456 3426 3420 3430 3440 3416 3410 3414 3426 3428 3435 3419 3409 3452 3431 3443 3434 3449 3445 3468 3410 3413 3453 3410 3442 3444 3425 3455 3455 3456 3449 3426 3429 3431 3421 3418 3429 3430 3449 3446 3419 3437 3474 3451 3432 3460 3453 3423 3449 3436 3454 3444 3425 3469 3456 3412 3442 3445 3434 3420 3442 3429 3446 3430 3413 3447 3445 3418 3406 3448 3426 3433 3420 3442 3419 3443 3446 3433 3440 3427 3413 3438 3404 3424 3457 3428 3462 3441 3416 3399 3453 3438 3458 3440 3451 3443 3438 3459 3448 3421 3454 3404 3459 3399 3457 3441 3435 3416 3420 3472 3444 3417 3416 3445 3431 3399 3465 3415 3424 3456 3455 3454 3419 3467 3427 3459 3461 3425 3458 3414 3460 3431 3482 3408 3438 3415 3463 3455 3448 3447 3449 3456 3462 3445 3415 3450 3478 3468 3436 3445 3412 3427 3430 3453 3417 3402 3464 3467 3421 3451 3443 3437 3419 3410 3438 3404 3453 3450 3442 3432 3464 3422 3448 3446 3471 3466 3470 3454 3439 3407 3466 3470 3483 3429 3405 3441 3392 3471 3418 3467 3411 3439 3473 3437 3464 3431 3423 3461 3449 3423 3466 3484 3457 3456 3414 3471 3424 3422 3426 3422 3457 3485 3453 3431 3415 3466 3422 3421 3460 3409 3463 3457 3421 3480 3409 3453 3403 3445 3459 3424 3420 3464 3408 3436 3463 3458 3402 3474 3400 3424 3416 3413 3462 3429 3432 3490 3415 3454 3419 3406 3411 3468 3461 3394 3414 3380 3468 3428 3462 3485 3468 3480 3476 3461 3392 3425 3461 3440 3444 3456 3489 3422 3491 3440 3402 3462 3478 3407 3499 3403 3474 3418 3477 3406 3418 3488 3419 3417 3477 3498 3482 3439 3456 3433 3477 3461 3454 3480 3467 3398 3465 3413 3480 3433 3454 3421 3476 3463 3442 3461 3407 3468 3411 3444 3484 3445 3415 3405 3384 3439 3454 3471 3472 3414 3400 3465 3481 3428 3393 3480 3489 3460 3456 3473 3468 3415 3470 3414 3475 3423 3459 3403 3396 3491 3414 3478 3432 3410 3425 3468 3474 3462 3460 3458 3477 3409 3428 3430 3446 3465 3439 3409 3459 3474 3466 3480 3424 3474 3452 3491 3434 3476 3413 3478 3416 3425 3478 3446 3446 3475 3475 3447 3467 3452 3414 3453 3464 3419 3482 3472 3493 3420 3403 3409 3464 3417 3491 3404 3402 3485 3468 3415 3410 3474 3442 3429 3452 3422 3427 3437 3480 3450 3422 3506 3446 3441 3492 3479 3432 3419 3471 3436 3476 3431 3481 3413 3430 3417 3426 3446 3477 3411 3472 3465 3480 3499 3422 3436 3481 3476 3437 3460 3433 3486 3482 3428 3422 3412 3447 3464 3427 3473 3490 3464 3454 3476 3469 3474 3476 3480 3484 3405 3478 3479 3482 3485 3421 3418 3429 3483 3484 3444 3506 3436 3415 3444 3421 3467 3423 3464 3459 3417 3434 3443 3435 3450 3463 3433 3469 3471 3437 3488 3456 3492 3478 3442 3423 3432 3480 3437 3493 3490 3428 3483 3450 3473 3461 3414 3494 3474 3482 3472 3472 3453 3482 3489 3465 3442 3411 3479 3437 3476 3486 3436 3458 3446 3427 3439 3482 3413 3494 3416 3474 3467 3440 3456 3473 3441 3434 3439 3423 3429 3500 3431 3431 3414 3437 3417 3469 3423 3453 3430 3455 3504 3451 3493 3418 3460 3508 3488 3511 3475 3475 3430 3431 3457 3495 3480 3513 3422 3512 3441 3494 3433 3489 3430 3445 3453 3416 3418 3500 3482 3451 3434 3498 3417 3436 3422 3494 3490 3508 3441 3497 3442 3494 3447 3436 3435 3424 3498 3444 3438 3512 3515 3493 3423 3513 3448 3489 3415 3405 3500 3484 3509 3453 3483 3429 3417 3445 3487 3519 3511 3500 3442 3459 3495 3438 3503 3441 3421 3431 3457 3416 3495 3450 3488 3455 3497 3436 3519 3499 3449 3495 3494 3435 3456 3513 3443 3443 3442 3513 3441 3429 3440 3513 3447 3438 3445 3462 3439 3450 3507 3468 3461 3495 3455 3446 3421 3433 3496 3511 3501 3517 3500 3503 3507 3445 3503 3445 3432 3500 3436 3455 3494 3506 3437 3527 3416 3430 3425 3521 3433 3478 3485 3433 3435 3445 3443 3515 3507 3470 3506 3414 3442 3436 3444 3416 3422 3486 3493 3443 3502 3408 3498 3451 3530 3515 3446 3442 3504 3519 3499 3488 3417 3415 3508 3449 3517 3438 3475 3428 3430 3426 3450 3444 3497 3501 3411 3516 3417 3516 3421 3432 3418 3447 3434 3430 3434 3460 3515 3429 3416 3421 3513 3506 3435 3535 3427 3422 3497 3433 3429 3434 3443 3447 3535 3443 3506 3445 3517 3437 3508 3466 3438 3502 3512 3453 3504 3442 3441 3442 3453 3528 3434 3410 3501 3508 3439 3505 3506 3446 3509 3433 3489 3509 3447 3424 3519 3507 3435 3529 3439 3523 3528 3418 3535 3427 3431 3406 3520 3444 3522 3422 3494 3443 3452 3416 3450 3533 3444 3426 3520 3508 3507 3523 3505 3532 3447 3455 3425 3516 3402 3446 3501 3520 3461 3429 3523 3426 3522 3441 3460 3520 3503 3526 3450 3492 3522 3535 3527 3532 3426 3502 3510 3498 3454 3441 3525 3522 3492 3524 3537 3497 3430 3425 3517 3509 3528 3518 3544 3506 3424 3508 3432 3413 3425 3460 3447 3438 3528 3417 3443 3515 3518 3526 3435 3508 3505 3435 3526 3449 3455 3452 3530 3508 3415 3522 3518 3497 3531 3467 3421 3430 3516 3430 3458 3440 3450 3511 3506 3544 3440 3453 3461 3484 3464 3501 3440 3464 3422 3503 3469 3481 3534 3426 3447 3522 3448 3444 3449 3534 3518 3520 3457 3521 3491 3504 3498 3445 3511

Tree=0
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 4 4 4 4 0 1 3 3 2 3 1 4 0 2 3 3 1 0 1 3 4 2 0 4
split_gain=667.187 487.302 181.483 128.221 86.5016 82.2806 57.0515 47.5515 42.0454 40.4195 33.2806 58.071 29.4393 31.284 29.513 28.3647 27.4812 25.4531 43.2183 22.2391 44.8991 21.9684 21.0483 20.4884 26.4074 14.4552 13.9348 13.1515 14.8119 12.9977
threshold=70.206395618550019 85.667718326750006 103.48144189910001 96.163458868000006 0.099855000000000027 43.89540535710001 48.226196960950006 38.244973486750006 44.421469061800003 39.525197829750006 76.451683855550016 61.87486387225001 -0.10747999999999999 0.093735000000000027 -0.59168499999999991 0.080135000000000026 73.037342029850024 42.066503896600004 86.20003303655001 0.15607500000000005 0.09450500000000002 0.080395000000000022 81.320481529800006 84.390700714750025 58.167480110400007 1.0000000180025095e-35 40.098777110850008 -0.092710000000000001 98.674478761850011 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 6 7 10 16 15 -6 -1 23 -9 22 -15 25 -5 19 -19 -17 -21 -10 27 24 -12 -3 -24 28 -14 -8
right_child=2 8 -4 5 9 -7 29 12 21 -11 11 -13 13 14 -16 17 -18 18 -20 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.025513415473114573 -0.020635402864833001 0.015595556781040359 -0.025340321887720604 0.012235427567220633 0.021470453804634224 -0.022908503727712148 0.018265208563135047 -0.026191348811280171 -0.026191348811280171 -0.01090478986848565 0.011326732229004585 -0.022729421680790146 0.013584146053324746 0.01564363762991024 -0.010880202620708216 0.017530143492850321 -0.019005450111721216 -0.0095847465019321849 0.013224174026279402 -0.021206681207987244 0.017530143492850321 0.0061624148081368532 0.0077182879871273615 0.019812068157603918 -0.021473488395996328 0.024670477964639372 -0.026191348811280161 0.017308835198916028 -0.012664294689794299 -0.0051181071169643403
leaf_weight=58.414523676037788 78.404773473739624 47.384644150733948 139.60011817514896 6.1833684891462353 18.279320523142818 24.126117452979088 8.9078316837549227 4.4928722083568564 5.690971463918685 10.362345948815344 8.4441745281219536 34.317146092653275 9.9561685323715192 10.412640720605848 23.277837783098221 210.13618290424347 22.043813690543175 19.077305421233177 56.263735964894295 7.9445925354957607 14.492150545120237 9.7920361906290037 4.6713744848966581 8.608306869864462 8.393879756331442 82.531880736351013 3.7440601736307144 59.173886403441429 5.8551038056612006 7.5168602168560019
leaf_count=386 479 114 920 17 33 153 19 30 38 53 24 217 26 25 119 464 131 95 149 49 32 33 15 17 52 122 25 132 31 34
internal_value=-6.78977e-09 0.00849254 -0.0133595 -0.00673148 -0.0109083 -0.00046408 -0.0153057 0.00315045 0.015479 0.00975733 -0.0184841 -0.0116135 0.0067054 0.00796767 -0.00268254 0.016229 -0.0121619 0.0140639 0.00744867 0.0162069 0.00381388 -0.00572961 0.0122699 0.00337759 -0.00502439 0.0213606 -0.00736824 0.0144739 0.00386403 0.00756369
internal_weight=1008.5 616.558 391.942 252.342 163.244 173.937 134.603 149.811 453.313 28.6417 118.178 59.7635 121.584 117.091 33.6905 437.83 28.2272 307.914 75.341 232.573 22.4367 15.483 83.4006 25.4464 16.8381 129.917 8.41543 74.9852 15.8113 16.4247
internal_count=4034 1931 2103 1183 835 704 749 551 1096 86 696 310 403 373 144 1025 148 789 244 545 81 71 229 93 76 236 40 189 57 53
is_linear=0
shrinkage=0.130957


Tree=1
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 4 4 0 4 1 1 2 2 3 2 0 4 4 1 4 3 0 1 4 2 3 4 1 1
split_gain=544.001 397.066 149.186 104.687 77.6992 66.0892 46.9266 39.8646 37.1035 61.601 34.3663 33.9183 28.7521 26.4219 25.3146 24.951 23.1158 28.3073 20.8319 19.0343 17.633 16.3506 16.014 15.2517 27.2928 21.5648 18.1194 14.9224 14.0152 29.778
threshold=70.206395618550019 85.732241321850012 103.48144189910001 96.039789794050009 0.10184000000000003 43.89540535710001 47.927946529500012 38.244973486750006 76.451683855550016 41.872294782850005 66.590419433100024 62.052302108850007 -0.13734499999999997 0.22598000000000004 0.093735000000000027 -0.59168499999999991 85.995710218650018 42.066503896600004 40.377444152000002 73.037342029850024 35.171584490050009 0.084360000000000018 85.812895065800021 62.095317438950012 41.289992964000007 -0.083424999999999985 0.085665000000000033 42.522337019050006 71.096275259700022 70.897329358050015
decision_type=2 2 2 2 2 2 2 2 2 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 28 6 7 8 19 -1 11 16 12 -10 14 27 -16 17 -3 -12 -5 -6 -20 -19 24 -18 -26 -27 -9 29 -2
right_child=2 10 -4 5 20 -7 -8 13 9 -11 18 -13 -14 -15 15 -17 23 22 21 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.02090479861121541 -0.016084569973842836 0.012578230245150181 -0.020747975195273834 0.0071435813826638047 0.021813539234297498 -0.018723726909440765 0.0068972953676655251 0.012306088616611787 -0.016470294723851704 -0.019195376330118391 0.0097628036838328311 -0.021799104244917326 0.013338985847402802 -0.017484244555774624 0.012732051738367743 -0.0095075444316730599 0.017504910949194999 0.0040419936768015816 -0.018138278896596055 -0.01549537417917622 0.0027246285530632031 0.0033199997199310737 -0.022934291403486292 0.017447929901518586 0.014210535174936449 0.01226738301100749 -0.0086442485619072796 -0.00063016826422072252 -0.020512033057359779 0.017759352646871125
leaf_weight=58.01247663795948 18.477159902453426 29.296635508537292 138.30147013068199 6.7652400285005596 10.513152003288271 23.942482724785805 17.134219065308571 69.271608307957649 5.5201956331729916 36.026826828718185 57.483181580901146 6.5406202077865592 24.481430649757385 6.7089914530515662 10.375581979751585 21.733495637774467 55.762423515319824 6.4559658467769605 7.2982520163059261 21.928148239850998 18.753615945577621 15.320526003837584 5.8298526108264923 211.52887888252735 21.067654877901077 8.5635268986225146 17.671834886074066 15.12397316098213 52.255927011370659 4.5008008927106848
leaf_count=387 112 71 920 21 14 153 54 173 33 230 159 44 59 41 25 113 103 23 45 131 69 54 39 392 48 21 86 61 343 10
internal_value=-7.80025e-07 0.00692443 -0.0109076 -0.00548738 -0.00798171 -0.000504117 -0.0114615 0.00236752 -0.0138705 -0.00824718 0.0129713 0.0025466 0.00785418 0.00528432 0.00659546 -0.00232114 0.0145417 0.00627407 0.00598841 -0.0101576 0.00958171 -0.0036038 -0.00875876 0.0156345 0.0119127 0.00532048 -0.00181845 0.00998787 -0.0171351 -0.0094554
internal_weight=1002.65 613.261 389.385 251.083 176.983 175.85 147.716 151.907 130.582 72.5691 436.279 36.5422 30.0016 123.214 116.505 32.1091 356.177 41.5825 80.102 28.6934 29.2668 22.6188 12.2858 314.594 103.065 47.303 26.2354 84.3956 75.2339 22.978
internal_count=4034 1931 2103 1183 890 718 807 565 753 366 1041 136 92 413 372 138 783 133 258 152 83 99 62 650 258 155 107 234 465 122
is_linear=0
shrinkage=0.0117989


Tree=2
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 4 4 4 4 3 3 3 4 0 1 2 3 4 0 1 4 2 2 4 3 2 3 2 3
split_gain=448.169 327.351 125.848 87.3609 57.6175 55.6641 55.4287 41.7402 31.4449 28.8841 23.8605 22.6406 21.9902 18.9915 27.0624 18.8497 18.1418 35.9374 17.2073 17.0209 28.4911 15.872 13.731 18.3702 13.0257 11.2021 11.1765 10.9363 10.75 10.5693
threshold=70.206395618550019 85.667718326750006 103.48144189910001 96.163458868000006 0.093325000000000033 43.89540535710001 39.952536079750011 48.226196960950006 38.244973486750006 44.421469061800003 -0.10747999999999999 0.10065000000000003 0.080515000000000017 42.066503896600004 86.329079026800017 73.037342029850024 0.15607500000000005 0.09450500000000002 47.927946529500012 76.451683855550016 61.87486387225001 42.522337019050006 0.17076500000000003 -0.054619999999999995 42.686561923500008 1.0000000180025095e-35 -0.080019999999999994 0.091645000000000018 -0.23375499999999999 0.08729000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -6 19 15 12 -10 22 25 16 24 -5 -14 -18 -11 -1 29 -13 23 -12 -15 26 -3 -7 -9 -21
right_child=2 9 -4 5 6 27 -8 28 10 18 11 21 13 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.023737721964337617 -0.019051724817596895 0.0023578531288586369 -0.023578292004822504 0.011401437295720761 0.018081420372765174 -0.024919366467328993 -0.019979022598144863 0.017383092543362344 -0.026872923911465292 -0.01807580723490753 0.0055830174127150878 -0.015318386507657723 0.016091739440691963 -0.0219240882547522 0.011962973086297074 -0.017411103437784386 -0.022498010030132222 0.016054567649675611 0.013339878084040139 0.0074823761701725729 -0.020755923638853913 0.015417946466906763 -0.0090435931085859553 0.018720689666571002 0.0014159407761157872 0.023001593048771064 0.018414900175254316 0.0050767826160412156 -0.0062926440854622545 -0.017697882283910445
leaf_weight=55.571137681603432 76.5777468085289 12.463826507329939 134.94530609250069 6.1468631923198727 25.037691876292229 20.539641827344898 11.899623304605482 8.9926875233650225 4.4539220333099356 9.1450270265340787 48.082334026694298 13.690484777092935 205.64783473312855 8.1734254658222216 50.729374065995216 21.627927497029305 7.9324045181274441 14.259519204497336 6.1449031978845587 15.030554801225664 31.051874846220016 4.7775460034608832 7.2591020613908759 42.065031409263611 13.150151386857031 83.902715384960175 34.244737342000008 2.9274017214775077 7.3446194529533377 4.5862173438072196
leaf_count=380 479 44 920 17 53 141 72 20 30 54 162 76 461 51 136 131 49 32 17 49 201 12 37 86 52 130 70 12 33 27
internal_value=-4.3919e-06 0.00777339 -0.0122937 -0.00615704 -0.010076 -0.000401699 0.00581997 -0.0148661 0.00289024 0.0141603 0.00610443 0.007372 0.0148568 0.0126912 0.00619404 -0.0110346 0.0147459 0.00227412 -0.00545009 -0.0181885 -0.0121024 -0.00736712 0.0101665 0.0117134 -0.0075304 0.019829 0.0141302 -0.0211775 0.0067394 0.00159547
internal_weight=988.402 605.308 383.093 248.148 159.514 171.57 36.9373 122.577 148.103 445.794 120.328 115.874 430.504 299.893 72.053 27.7748 227.84 22.1919 15.2899 106.24 50.6686 18.468 97.4065 90.1474 21.3236 130.611 46.7086 23.467 16.3373 19.6168
internal_count=4034 1931 2103 1183 835 704 125 710 551 1096 403 373 1025 781 239 148 542 81 71 657 277 88 285 248 103 244 114 153 53 76
is_linear=0
shrinkage=0.014519


Tree=3
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 4 1 4 0 4 2 0 4 2 3 3 2 1 0 1 2 1 4 2 2 4 3 2 4
split_gain=371.997 271.229 108.262 72.8389 59.2682 46.5387 30.2306 26.5682 25.8584 24.787 38.5526 23.879 20.1157 22.5305 19.3287 19.0724 22.9334 18.9305 17.9078 25.2992 15.5987 14.2084 12.5171 21.5385 18.3526 18.2138 12.4244 13.1168 12.3878 11.8382
threshold=70.206395618550019 85.705356740550016 103.48144189910001 96.163458868000006 0.10184000000000003 43.89540535710001 48.226196960950006 66.590419433100024 38.244973486750006 76.451683855550016 41.872294782850005 -0.13734499999999997 85.995710218650018 42.066503896600004 0.22598000000000004 -0.10747999999999999 0.092505000000000018 -0.59502499999999992 68.20618276945001 91.394134144600017 73.037342029850024 -0.14429 62.095317438950012 41.289992964000007 -0.083064999999999986 -0.06828999999999999 35.171584490050009 0.11531000000000002 -0.097294999999999993 39.184300550350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 6 8 9 12 20 -1 11 -11 13 -3 15 -10 21 -18 19 -9 -5 -17 23 -14 -25 -26 -6 -28 -15 -19
right_child=2 7 -4 5 26 -7 -8 18 14 10 -12 -13 22 28 -16 16 17 29 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.017393518186530493 -0.013736631001436423 0.010124506366036687 -0.017225977291514444 0.008084663101091568 0.018417716647811271 -0.015384353333804772 0.0047755531386350497 0.0085257246354059658 -0.019580507199379062 -0.015501570432951542 -0.015825765177338882 0.0066766583986267655 0.014364838880603123 0.0051638988384782539 -0.014597111460760702 -0.0052052832534379787 0.011209647043946539 0.010812330476477937 0.007899792507939405 -0.015253505726450171 -0.012508384242803743 0.011634405029436712 0.014365418741149168 0.01139680283863454 -0.013137044848586535 0.0063659894607919114 0.0093467168484768319 -0.011196154396332607 -0.016223365725210621 -0.010099596377558199
leaf_weight=54.588131502270699 74.805258810520172 30.336095064878464 130.1791240721941 6.1005509197711971 10.012518882751467 22.76765438914299 16.233979195356369 10.947834134101869 3.7915528714656821 8.2321265637874586 33.163138851523399 25.99928081035614 53.756892472505569 6.0525431185960761 6.5612624138593665 7.1566585749387732 11.14252522587776 4.1910602450370815 55.455712199211121 12.165594071149824 21.200142800807953 65.632447704672813 203.87575334310532 21.872450068593025 11.717932328581812 13.019034042954443 12.3527809381485 5.9222608208656302 8.2317578196525556 20.737954959273338
leaf_count=387 479 75 920 17 14 153 53 30 26 53 220 81 103 21 41 32 27 12 157 71 131 153 392 52 63 40 35 32 52 112
internal_value=-6.62839e-06 0.00557744 -0.00886818 -0.00441071 -0.00671003 -0.000289602 -0.00977312 0.010364 0.00205606 -0.0117093 -0.00710524 0.00134314 0.0117067 0.00459086 0.0043376 0.00544042 0.00631189 -0.00108745 0.00440197 -0.00399031 -0.00790671 0.00997872 0.0127503 0.00946956 0.00382361 -0.00287262 0.0082566 0.00268954 -0.00716116 -0.00658389
internal_weight=968.202 593.936 374.266 244.087 166.504 169.282 138.217 427.432 146.514 121.983 67.3945 34.2314 348.862 44.6204 119.213 112.652 108.861 36.0715 78.5691 23.1134 27.3007 72.7891 304.242 100.366 46.6094 24.737 28.2876 18.275 14.2843 24.929
internal_count=4034 1931 2103 1183 875 704 794 1056 551 741 354 134 798 148 403 362 336 151 258 101 148 185 650 258 155 103 81 67 73 124
is_linear=0
shrinkage=0.0113486


Tree=4
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 4 4 4 4 3 0 1 2 2 3 4 2 3 2 0 1 2 2 1 3 1 3 3 3
split_gain=310.646 225.452 94.3844 62.3932 40.2091 28.9211 27.5092 24.7865 23.142 22.4776 18.3289 18.279 31.2781 16.0717 18.2982 14.362 14.1503 16.0576 25.5354 13.7193 13.4556 18.9508 12.6018 14.6361 14.3597 19.6809 10.7981 10.7076 10.2728 21.8544
threshold=70.206395618550019 85.667718326750006 103.48144189910001 95.117648655250022 0.099855000000000027 43.89540535710001 48.226196960950006 38.244973486750006 39.525197829750006 44.421469061800003 0.080515000000000017 76.451683855550016 61.87486387225001 0.22598000000000004 0.059320000000000012 0.080395000000000022 41.685324604100011 0.15607500000000005 0.09450500000000002 -0.097294999999999993 84.390700714750025 58.167480110400007 -0.088224999999999984 -0.083424999999999985 62.084563606450011 0.09914000000000002 74.739136026450012 0.087905000000000025 0.089850000000000027 0.087245000000000031
decision_type=2 2 2 2 2 2 2 2 2 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 7 11 -5 -6 10 -3 -1 20 14 26 -11 17 -12 -19 -18 21 -13 -21 -24 -25 -26 -9 -7 29 -28
right_child=2 9 -4 5 8 27 -8 13 -10 15 16 12 -14 -15 -16 -17 19 18 -20 22 -22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-0.017206268806501519 -0.015029271813198262 0.014155428620477545 -0.017049303405921038 -0.008733527470378066 0.014518451413516053 -0.016446670864628112 0.0045273037111441903 -0.0074755314227261177 -0.0081524943175370103 -0.020014469296116118 0.011621056811316016 0.0090153127714438976 -0.015264066568273832 -0.014390363100229914 0.012735642007689047 0.0042186151929673611 0.011364026662990663 -0.016712910243131103 0.011015973081951517 -0.012304243357226212 0.014990097835365401 -0.016637935965055868 0.014779691542925901 -0.0084238582782570365 -0.0082759220712472353 0.013963401424136853 -0.0018609398933491876 0.0033192860797985478 -0.0011611836409079516 0.015506749387879638
leaf_weight=52.025504395365715 57.836071386933327 124.04864840209484 124.48471309244633 29.535655483603477 17.020803064107898 20.347720593214039 16.172379389405251 14.901396825909613 10.212663635611532 5.4079502969980231 177.58674213290215 8.2817450761795097 31.530968800187111 6.8243420720100394 28.426214069128036 9.6598168015480024 30.550002962350845 7.6563504785299328 12.225628331303595 8.028378486633299 8.2968018352985364 8.0505039840936643 12.836460947990416 16.38100928068161 8.803072541952135 15.70448064804077 18.829357013106346 4.802106484770774 34.816216498613358 22.596989348530769
leaf_count=386 393 244 920 168 33 146 53 80 53 38 404 24 217 44 65 33 74 48 29 44 17 52 25 83 41 33 77 22 145 43
internal_value=-1.02937e-05 0.00539415 -0.00864311 -0.00426315 -0.00708677 -0.000824498 -0.00995634 0.00108646 0.00601675 0.00980555 0.0103257 -0.0121215 -0.007411 0.00338118 0.00439548 -0.00447885 0.00868618 0.010485 0.000337858 0.00483785 0.00264276 -0.00362971 0.00160929 0.00368845 0.000206491 0.00597507 0.00179432 -0.0126726 0.00360609 0.00761268
internal_weight=943.881 580.48 363.401 238.916 151.591 181.08 124.358 155.93 27.2335 428.889 413.821 108.186 56.16 126.395 119.57 15.0678 289.772 197.469 19.882 92.3034 24.6291 16.3322 61.7534 53.725 40.8886 24.5076 91.144 25.1498 76.2426 41.4263
internal_count=4034 1931 2103 1183 835 790 749 622 86 1096 1025 696 310 454 410 71 781 481 77 300 93 76 226 182 157 74 345 168 265 120
is_linear=0
shrinkage=0.0119063


Tree=5
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 3 1 3 4 0 1 0 4 4 2 3 2 2 4 2 2 3 2 4 0 1 4 2 2
split_gain=260.18 189.49 83.5005 53.1119 42.8476 26.1358 24.634 21.9993 20.5377 19.0109 18.2568 16.3412 16.3224 13.8749 13.5302 18.3448 19.1999 12.6192 26.6205 12.0807 11.9242 12.7703 11.249 10.938 15.291 14.5954 15.4473 13.7864 10.805 10.3555
threshold=70.206395618550019 85.705356740550016 103.48144189910001 95.117648655250022 0.091645000000000018 48.226196960950006 0.079355000000000023 66.590419433100024 0.12535000000000004 39.952536079750011 85.667718326750006 62.111448187750007 96.959242474650011 40.377444152000002 41.289992964000007 -0.083064999999999986 0.087795000000000026 -0.14138499999999998 -0.10623499999999998 38.804080188450008 0.22598000000000004 0.04932000000000001 0.084360000000000018 -0.59681499999999998 41.178189531300006 100.27142289135001 75.408562100950022 40.80591513400001 -0.046635000000000003 -0.102645
decision_type=2 2 2 2 2 2 2 2 2 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 17 12 11 19 -6 -11 14 -5 -9 -3 -16 -17 -1 -19 28 21 23 -15 -21 27 26 -26 -25 -8 -24
right_child=2 7 -4 6 9 -7 8 13 -10 10 -12 -13 -14 22 15 16 -18 18 -20 20 -22 -23 29 24 25 -27 -28 -29 -30 -31
leaf_value=-0.021236290059175478 -0.01781991059321766 0.014113651562658844 -0.02051253327304417 0.004773209260753631 0.013850519406451826 0.0051815574835161913 -0.013150168085543382 0.0085046469876808826 -0.026650175949370046 -0.01526846332005322 0.01822173258949877 0.016160616518726179 -0.017526138151928397 -0.021555114298074503 0.012162964359280892 0.0085879376768625282 -0.014737062797361009 0.01410171243573642 -0.015208700489610413 0.018035663213747166 -0.015866079348086481 0.015951531978922 0.010715868738768414 -0.00019068046137078019 -0.011361761715876757 -0.02121729690343261 0.013373037975088079 0.019095607591253602 0.0069282567794568609 -0.015791292762828243
leaf_weight=46.43549656867981 55.69414758682251 67.254677757620811 118.22233889997005 10.129664599895476 24.283281311392784 16.104958683252335 17.034718528389934 54.466762199997902 5.4709358215332022 13.836268872022631 5.0486082285642615 198.00058151781559 28.293188467621803 6.9480582475662258 34.518217816948891 15.271021917462347 16.887946605682373 8.4284038096666318 42.788646042346954 10.261896401643751 5.6838666647672644 24.918250679969788 9.8155488222837448 18.905689463019371 11.849671378731729 9.9822394400835019 11.123321160674093 15.189340949058531 9.4799393713474256 5.0837005227804157
leaf_count=356 393 153 920 41 59 53 101 159 38 86 11 418 189 45 90 46 91 23 287 22 37 57 27 77 68 61 29 31 39 27
internal_value=-1.74562e-05 0.00632018 -0.0101863 -0.00496957 -0.00775846 -0.0126108 -0.000956126 0.0117319 0.00198013 0.00502852 -0.00631533 0.0134098 -0.0116472 0.00443376 0.00934297 0.00453096 -0.00366094 -0.0155451 -0.0103853 0.00314532 0.00538531 0.00656686 -0.00571522 0.00354211 0.0013239 -0.00599834 0.000614611 0.00840136 -0.00597141 0.00167149
internal_weight=917.411 565.172 352.239 234.017 156.926 113.758 178.323 408.247 139.9 43.1682 18.8849 331.932 38.4229 76.3141 133.932 66.6772 32.159 97.6525 51.217 134.429 107.914 102.23 21.8473 77.3122 67.0503 32.9552 22.973 34.095 26.5147 14.8992
internal_count=4034 1931 2103 1183 875 719 790 1056 560 156 97 798 230 258 380 227 137 666 310 522 382 345 99 288 266 158 97 108 140 54
is_linear=0
shrinkage=0.0150745


Tree=6
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 4 0 4 1 3 3 1 4 2 0 4 3 1 1 1 4 1 0 4 4 3 3 3 4
split_gain=270.778 196.77 85.4751 54.8914 40.0341 36.406 25.2647 22.1376 36.1746 22.8568 21.4608 21.2926 20.324 17.9767 15.6559 15.5461 17.1821 13.7392 13.0761 25.3607 11.9329 11.8919 11.8201 11.7597 11.131 10.6081 9.99269 9.89158 9.63933 8.99285
threshold=70.206395618550019 85.732241321850012 103.48144189910001 96.039789794050009 0.10184000000000003 43.89540535710001 47.927946529500012 76.451683855550016 41.872294782850005 62.052302108850007 -0.10747999999999999 0.12535000000000004 66.590419433100024 38.244973486750006 -0.13734499999999997 85.995710218650018 42.066503896600004 0.093325000000000033 71.096275259700022 70.897329358050015 67.192634054300015 48.96897326980001 73.037342029850024 85.812895065800021 35.171584490050009 36.364346611650006 0.080770000000000022 0.10507500000000002 0.091645000000000018 40.241071441700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 18 6 10 7 -1 9 14 -5 13 15 22 -9 16 -3 20 19 -2 -14 -8 -12 -18 -6 -22 29 -26 -7 -17
right_child=2 12 -4 5 24 28 21 8 -10 -11 11 -13 17 -15 -16 26 23 -19 -20 -21 25 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.017096882922862353 -0.012231373391616281 0.0092337134668221237 -0.016833940648977839 -0.019940374892495727 0.018196774282501965 -0.018386334379698825 0.014236077063985048 -0.01250800485405152 -0.015607764190065461 -0.019335350768200619 0.0081892526361281477 -0.02096243631449125 -0.017297532740110675 0.0059482715929416062 0.011160243185736374 0.0048110587100935213 0.0030939669598948577 0.010873134697800445 -0.016969298903558694 0.020809692931899864 0.014227226614784198 -0.006458432563779073 -0.011104951486490402 -0.021272435810967539 0.011768936928129066 -0.00079584972046155571 0.010458801126372002 -0.0063604790518945334 0.0057846726639349316 0.016528744201097918
leaf_weight=50.262204244732857 16.841253042221073 27.673928916454315 119.42878496646881 6.4746364057064048 9.3067083358764666 18.719070598483089 9.4338981807231921 5.1122054904699352 32.636541083455086 6.0223780274391165 6.5889379829168346 5.4055062979459754 5.2417854219675055 109.98223195970058 23.540816977620125 11.059660583734511 6.3346007913351041 28.681487485766411 47.050047516822815 4.404086396098136 8.8868447542190534 7.4832914471626273 17.302476719021797 5.6152747422456741 8.1681804060935992 34.432116657495499 189.63244798779488 10.134441047906874 2.8581275790929785 89.474346399307251
leaf_count=387 112 71 920 46 14 141 20 33 230 44 20 38 32 354 59 33 23 70 343 10 18 34 107 39 20 138 464 49 12 153
internal_value=1.59112e-05 0.00525704 -0.00838531 -0.00410307 -0.0061652 -0.000322962 -0.00892553 -0.010941 -0.00634435 0.00237439 0.00187714 0.00289137 0.00980594 0.00385453 0.00693741 0.0111317 0.00392899 0.00414566 -0.0133647 -0.00538207 0.000172205 0.00508189 -0.00578386 -0.00835586 0.00728098 0.00228612 0.0121152 0.0017304 -0.0151846 0.0152397
internal_weight=924.188 569.133 355.055 235.626 162.101 167.331 134.491 117.574 67.3119 34.6754 145.754 139.279 407.032 133.874 28.653 329.79 39.6238 77.2422 68.2954 21.2453 48.5607 16.9172 23.8914 11.9499 27.6093 43.319 290.166 18.3026 21.5772 100.534
internal_count=4034 1931 2103 1183 890 718 807 753 366 136 565 519 1041 481 92 783 133 258 465 122 188 54 127 62 83 156 650 69 153 186
is_linear=0
shrinkage=0.0122591


Tree=7
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 0 3 4 4 0 1 2 3 1 0 2 2 3 4 2 3 2 1 1 1 4 2 3 3
split_gain=224.756 97.7668 113.17 55.8019 48.8701 48.1972 35.9654 26.0066 18.4223 32.131 16.2439 31.5489 13.8836 13.6391 13.0752 11.6218 10.4296 10.2449 40.3469 9.99631 10.44 9.67338 9.49405 8.87046 18.2353 12.5392 8.38774 14.7839 7.89637 7.61265
threshold=102.70985441565001 43.525909308350002 75.462331263550013 70.206395618550019 85.995710218650018 41.942745071500006 96.163458868000006 0.09091500000000001 47.927946529500012 49.122847560300009 97.878695155250014 78.10777406390001 0.17076500000000003 0.080515000000000017 62.272755675600003 84.390700714750025 -0.53569499999999992 0.15607500000000005 0.099855000000000027 41.685324604100011 -0.083424999999999985 1.0000000180025095e-35 -0.14429 71.397382570300024 70.727956495850009 71.104340634100012 40.241071441700008 0.12427500000000002 -0.11223 0.087555000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 14 23 8 -3 21 22 -12 -13 26 -4 -16 -9 19 -19 -15 29 -10 -8 24 -5 -26 27 -6 -11 -21
right_child=-2 7 3 6 13 -7 10 16 9 28 11 12 -14 17 15 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.018507281367490983 -0.016740053103287866 -0.014713105562766185 0.0080921286734835732 -0.019552238548049668 -0.00065047653338150941 -0.013187241224442342 -0.004973875750629915 0.021573613702691095 -0.00040975809066265699 -0.00055585913006719933 -0.011272847122159363 0.0087414132519251543 -0.010651699878830393 0.011961104614115644 -0.019784445301038268 0.010601620092276311 -0.00079514369466429939 -0.02417927194760016 0.014284648088279037 0.015798583253294116 -0.00044124351204721031 0.019599260574611456 0.011635613715627876 -0.019675660764919323 0.014715414721124418 -0.011855190834307479 0.01702571630402017 0.020324283837254271 -0.020745114883448806 0.0027623863005901608
leaf_weight=35.184582784771919 122.43062519282103 69.658380396664143 74.177675753831863 10.661988109350206 14.179505661129953 31.041444949805737 7.1864818781614295 5.8831436038017264 8.1240809112787264 4.644442334771159 31.085893496870995 42.547356083989143 7.7072585821151725 146.99775525927544 5.9705045297741872 3.546549990773201 9.8587480634450895 7.5725048482418087 13.2643506526947 19.889968067407608 27.850747719407082 9.0047072321176511 39.622793585062027 15.208448752760885 7.7144158333539945 5.293926402926445 81.173819571733475 10.22221779823303 13.035192832350729 13.155265003442763
leaf_count=291 977 489 220 82 51 201 34 13 33 20 175 129 48 341 46 10 43 52 28 39 107 19 102 117 27 37 145 15 100 43
internal_value=-5.24522e-06 0.00265055 0.00468396 0.00600845 0.00844882 0.000962036 -0.000552293 -0.00836588 -0.0107664 -0.00286832 0.00284583 -0.000744991 0.0057672 0.0110183 0.00620985 -0.00846102 0.00756463 0.00919387 0.000306137 0.0100847 0.00555512 0.0101091 0.00908561 -0.011753 -0.00666258 0.00390214 0.0149711 0.00813614 -0.0154414 0.0106089
internal_weight=893.895 771.464 651.255 616.071 449.042 114.736 167.029 120.209 104.467 34.8084 128.15 81.3405 50.2546 334.306 83.6947 9.51705 15.7419 228.731 20.8369 207.894 60.896 17.1288 46.8093 38.8788 23.6703 13.0083 105.576 24.4017 17.6796 33.0452
internal_count=4034 3057 2340 2049 1298 477 751 717 661 172 488 352 177 821 276 56 56 610 80 530 189 52 136 263 146 64 211 66 120 82
is_linear=0
shrinkage=0.0132952


Tree=8
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 0 1 3 2 0 1 2 1 0 0 2 0 1 0 3 4 1 1 2 2 2 4 3 3
split_gain=192.653 81.6204 96.7176 47.0089 41.5258 39.9769 30.3372 23.0614 18.2971 16.1496 13.3819 25.823 12.4376 12.4133 15.6843 20.5512 11.4079 11.2763 10.8215 9.98176 9.43829 9.09595 7.97562 15.8094 12.3619 8.06192 7.85918 7.73695 13.6307 14.5762
threshold=102.70985441565001 43.525909308350002 75.462331263550013 70.206395618550019 85.995710218650018 41.942745071500006 96.163458868000006 70.389210771400016 0.086555000000000021 -0.23783499999999999 97.878695155250014 78.10777406390001 -0.23375499999999999 66.590419433100024 91.937202686950016 90.767723400200012 0.17076500000000003 90.407470010750018 62.272755675600003 84.390700714750025 0.080770000000000022 40.241071441700008 71.397382570300024 70.727956495850009 -0.055334999999999995 -0.10423499999999999 -0.14429 41.243661560350013 0.087795000000000026 0.092835000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 18 22 8 9 -3 26 -12 -11 20 15 -15 -13 -14 -4 -20 21 -6 23 -5 25 -25 -8 -22 -29 -30
right_child=-2 7 3 6 13 -7 10 -9 -10 12 11 16 17 14 -16 -17 -18 -19 19 -21 27 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.017678852684028995 -0.015830776749478068 -0.01829945816533126 0.0073174980600602237 -0.018538654805775528 0.0035127789558889338 -0.012083532203278829 -0.0044419159314839215 -0.014648701148593039 0.0089559850200331432 0.011521031774027087 -0.010154776770080663 0.0078737291779164952 -0.011143931464639784 0.0068291355136372916 0.0083514344375446789 -0.025729602408630023 -0.0097376688567305213 0.0084097736513489979 -0.018739975170280344 0.0096214709700817649 0.012426492790616032 0.016593362004088855 -0.018646012304299416 0.011728381538580484 0.024847854814806818 -0.013427181253366526 0.010564823060436226 0.012286669926232391 -0.0093809471871898718 0.006916349027022377
leaf_weight=32.979383088648319 115.8593517690897 14.865692123770712 73.244731068611145 10.064430281519892 10.513841614127157 30.268701054155827 7.1806418746709815 48.374150544404984 17.301227197051048 8.9266482293605751 30.806111484766006 42.168368339538574 20.971230193972595 7.629774257540701 51.222252294421196 6.0307866930961609 7.5319624096155158 6.781093329191207 5.6412598565220815 3.489941194653511 87.432476207613945 76.029709331691265 14.363139502704142 3.483068734407424 3.4508392587304106 6.073014833033084 38.972701996564865 41.287132814526558 13.970235794782637 30.035262271761894
leaf_count=291 977 125 220 82 33 201 34 367 54 22 175 129 128 22 141 43 48 21 46 10 195 138 117 13 9 42 102 95 66 88
internal_value=-9.93292e-06 0.00243051 0.00429909 0.00550534 0.00776507 0.000870673 -0.000509767 -0.00767389 -0.00277308 -0.00670999 0.0025714 -0.000672625 -0.00201288 0.0101609 0.00500463 -0.00754471 0.00520477 -0.00636612 0.00563064 -0.00790024 0.0114513 0.0150043 -0.0109349 -0.00613435 0.00346379 -0.0042583 0.00823004 0.00967109 0.00684657 0.00174252
internal_weight=866.949 751.09 633.87 600.89 436.796 112.645 164.094 117.22 68.8459 51.5447 126.66 80.5064 36.679 324.151 64.8828 13.6606 49.7003 27.7523 82.3759 9.1312 259.269 86.5436 37.4345 23.0714 13.0069 9.55608 46.1533 172.725 85.2926 44.0055
internal_count=4034 3057 2340 2049 1298 477 751 717 350 296 488 352 171 821 206 65 177 149 276 56 615 171 263 146 64 55 136 444 249 154
is_linear=0
shrinkage=0.0131813


Tree=9
num_leaves=31
num_cat=0
split_feature=1 0 0 4 3 0 4 4 1 0 4 1 2 1 4 2 1 3 3 4 4 4 3 0 3 3 1 2 4 1
split_gain=205.751 148.821 71.484 43.0745 33.8581 32.02 22.2352 22.1817 18.658 17.4957 28.9277 18.5233 17.5138 14.8298 14.065 18.2416 13.8399 12.8469 15.5482 12.7608 11.1387 10.6069 10.4596 10.8139 10.2471 9.3831 9.28656 14.8549 13.7219 8.94928
threshold=70.206395618550019 85.732241321850012 104.06483731340002 43.89540535710001 0.10184000000000003 96.039789794050009 38.244973486750006 47.927946529500012 66.590419433100024 76.451683855550016 41.872294782850005 62.052302108850007 -0.13734499999999997 62.095317438950012 41.289992964000007 -0.083424999999999985 71.246828915000023 0.10065000000000003 -0.10747999999999999 40.377444152000002 42.522337019050006 35.171584490050009 0.085665000000000033 86.83719761350001 0.084360000000000018 0.10433500000000002 81.320481529800006 -0.054619999999999995 39.525197829750006 71.104340634100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 29 16 9 13 -1 11 12 -11 14 -3 -16 -7 18 -8 -10 -19 -6 -17 25 -21 -24 27 -20 -28 -2
right_child=2 8 -4 -5 21 6 17 -9 19 10 -12 -13 -14 -15 15 22 -18 20 26 24 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.013046072740731543 -0.0035347341397118336 0.0087984479772299489 -0.01307492228756919 -0.011896469853411803 0.014586441697421633 0.011978925775195007 -0.015032507174065235 0.0041637135614898697 0.0052651337431124821 -0.011721564959264375 -0.011958465799889578 -0.015168748578091336 0.0085172688027973838 0.0099515014370460033 0.0077878599691542476 0.0056638442742905047 -0.0091350085149259352 -0.0092265076544378859 0.0024012555403690804 -0.014182214336030672 0.0085988268626755252 0.0012430263647213835 0.0034285189694687342 -0.017115358401224787 0.00081080438391617092 -0.013935313647571045 0.0096172815685652922 0.010789193428075853 -0.013311434490211228 -0.013052682126800483
leaf_weight=45.622762680053711 17.822427615523338 62.599272489547729 103.49228095263243 44.762366838753223 9.0803238153457659 3.5621075630188015 3.9100201353430739 16.620108664035797 53.102745622396469 5.2992035001516369 30.980616018176079 5.6445851624011985 23.142371982336044 193.99460819363594 28.326100990176201 9.101736322045328 25.853310026228428 13.499110870063307 43.516242034733295 6.7346898168325451 4.7895044088363639 17.754226803779602 9.8214802294969576 7.3040231317281714 14.483181767165659 4.6122327893972388 4.6331677585840207 41.690618686378002 6.0944676995277405 22.58863677084446
leaf_count=387 108 146 879 341 14 8 30 54 159 33 230 44 59 428 74 26 166 78 158 45 13 69 36 45 54 28 12 94 40 176
internal_value=4.50637e-05 0.00386071 -0.00613126 -0.00304339 -0.0044931 -0.000935034 0.00123411 -0.00665388 0.0071618 -0.00827815 -0.00493504 0.00144849 0.00474639 0.00822732 0.00548037 0.00196972 -0.00657818 0.00317939 0.00459671 0.00263484 -0.00455833 0.0057582 -0.00337424 -0.00715855 -0.00394808 -0.00212002 0.00539675 0.00650537 -0.00340873 -0.008855
internal_weight=880.439 544.224 336.214 232.722 154.144 187.96 147.549 127.31 390.08 110.69 65.0668 34.0862 28.4416 315.759 121.765 59.1656 29.4154 118.133 99.8445 74.3206 18.2886 26.8346 30.8395 21.7377 21.2179 14.4337 95.9345 85.2069 10.7276 40.4111
internal_count=4034 1931 2103 1224 890 883 599 807 1041 753 366 136 92 783 355 209 174 425 334 258 91 83 135 109 99 64 304 252 52 284
is_linear=0
shrinkage=0.0100422


Tree=10
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 0 1 4 3 4 4 0 1 0 1 1 1 1 2 1 0 2 3 3 3 2 4 3 4
split_gain=171.024 71.3959 85.5944 41.4327 37.4534 35.1454 26.4917 20.6643 15.7922 16.906 14.2931 12.614 13.0195 13.8072 11.5747 15.7383 11.4625 11.1763 16.0577 9.73969 9.30983 8.70456 8.56448 14.0905 8.51687 12.1344 16.8213 14.3163 7.99597 7.78153
threshold=102.70985441565001 43.525909308350002 75.462331263550013 70.206395618550019 85.995710218650018 41.942745071500006 96.163458868000006 70.389210771400016 47.709122305950011 0.09091500000000001 48.96897326980001 40.583589072600013 97.39208423365001 80.468240302450013 86.20003303655001 64.94239459915002 64.407391431150018 62.095317438950012 62.041548276350007 0.23835000000000003 62.272755675600003 84.390700714750025 -0.088224999999999984 0.089305000000000023 0.078905000000000017 0.089850000000000027 -0.59502499999999992 41.178189531300006 -0.27172999999999997 38.064633603500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 20 -5 8 9 14 -10 12 -8 -14 -3 -16 17 18 -6 -15 29 -22 -20 -24 -13 -26 -27 -28 -18 -4
right_child=-2 7 3 6 16 -7 11 -9 10 -11 -12 24 13 19 15 -17 28 -19 22 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.014986598904998674 -0.013288947307674564 -0.014690856122353943 0.011720947400251794 -0.0090488990190139285 0.0095241466411280108 -0.010005793505203801 0.0070871698720905317 -0.01218732651279655 0.012560189869497994 0.0079540191569852994 -0.0056817347908901415 -0.012105030908622191 -0.0095967672013357232 0.0088227234262225774 0.011316289835257134 -0.014677694263644873 -0.015347510298818179 0.012225360637878189 0.0090260055193557096 -0.010176670306200467 -0.015758359401685223 0.0076580496397070505 -0.018957011067870649 0.0043717348549444698 0.010765551967120736 0.013132323088372777 0.0061048058205114058 -0.01748573546435685 0.0058526468035722812 0.0034884388015257802
leaf_weight=31.163422048091888 110.66464941948652 22.936720669269562 21.491715550422668 36.319620884954929 66.749710261821747 29.74656780064106 16.863458886742592 46.72193019837141 14.238542318344118 8.7535318583250028 9.3949814364314062 3.3357012942433348 28.66878479719162 12.391752541065218 6.5330169498920423 5.7896168977022171 2.397688776254653 122.14245946705341 6.1226517260074642 4.9863400757312766 5.3425919786095601 3.4382463991641998 6.8369237110018712 6.8105930387973785 37.018460959196091 8.1329741328954697 5.8177131116390237 8.1238824725151044 105.57488562166691 51.117063507437706
leaf_count=291 977 193 49 263 165 201 51 367 32 26 44 20 171 36 15 40 13 255 15 34 46 10 41 22 86 17 21 52 310 171
internal_value=1.53258e-05 0.00201858 0.00355453 0.00453481 0.0064058 0.000672362 -0.000416106 -0.0063159 -0.00226064 -0.00632503 0.00530852 0.00208543 -0.00154233 -0.00470266 -0.00986997 -0.000896619 0.00841819 0.00998934 0.00683269 0.00337118 0.00457505 -0.00658937 -0.00225443 -0.00731514 0.00574117 0.00674856 1.21766e-05 -0.0076416 0.00538187 0.00592521
internal_weight=845.626 734.962 620.593 589.43 427.771 111.136 161.659 114.368 67.6464 44.0129 23.6335 125.339 62.9103 46.0469 35.2594 12.3226 316.635 208.662 86.5199 17.3781 81.3896 8.78084 19.7702 13.6475 62.4287 59.093 22.0746 13.9416 107.973 72.6088
internal_count=4034 3057 2340 2049 1298 477 751 717 350 274 76 488 292 241 248 55 821 498 243 70 276 56 78 63 196 176 90 73 323 220
is_linear=0
shrinkage=0.0114795


Tree=11
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 0 1 4 4 4 0 1 1 1 3 3 3 4 3 1 3 4 0 4 4 3 3 2 0
split_gain=193.9 80.0763 94.294 53.2871 42.7609 39.7757 29.3091 22.9622 16.338 15.8974 16.8612 22.3173 15.7587 13.3801 14.4774 17.604 13.2153 16.7624 12.129 11.1827 9.56609 8.98062 8.81288 8.60605 7.80778 7.71602 12.0295 12.3221 14.7431 9.32266
threshold=103.48144189910001 43.525909308350002 75.462331263550013 70.206395618550019 85.995710218650018 41.942745071500006 96.163458868000006 70.389210771400016 38.244973486750006 47.709122305950011 45.295823381400005 86.89903215050002 73.037342029850024 66.590419433100024 68.20618276945001 0.10111000000000002 0.10065000000000003 -0.10747999999999999 48.96897326980001 0.091645000000000018 62.272755675600003 0.080770000000000022 40.206947806850003 84.390700714750025 40.241071441700008 41.243661560350013 0.087795000000000026 0.092835000000000015 -0.082334999999999992 86.89903215050002
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -5 9 12 10 11 19 -8 21 15 -15 17 -10 -11 -3 -4 24 -18 -22 -6 -23 29 28 -28 -27
right_child=-2 7 3 6 13 -7 8 -9 16 18 -12 -13 -14 14 -16 -17 22 -19 -20 -21 23 25 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.015674618666656731 -0.014790130484372934 -0.013504436571108306 0.006382064087514093 -0.0098795460482071513 0.0041129867358163999 -0.010644190625924253 0.010053627098139194 -0.012815355583600271 -0.018612417120768963 0.012325028277979086 -0.017156698296946774 0.012015635293625213 -0.011501214549197288 -0.013612991594999678 0.0076755974681274198 0.011662018055845704 -0.020012486533016741 0.0066261140407456297 -0.0048603751000757828 0.007594848042817859 -0.015974321637528457 0.011245838185365524 -0.00068624635731746712 0.0076877531261812498 0.014766291085643941 0.014667601617773116 0.0046660098406212467 0.0063029976100922782 -0.019227310905580056 0.0026392567428497335
leaf_weight=32.672596111893654 106.34392123669386 15.834541141986852 74.342370241880417 37.649257861077785 10.857148960232733 30.684440463781357 6.1019643992185619 49.748431339859962 3.7885090410709372 14.211263418197634 13.958422824740408 10.818075075745581 20.131904356181622 11.124825581908228 47.956938147544861 5.7816018015146247 4.3949760943651226 88.524717792868614 9.4333290308713895 4.4404427260160437 5.3220978677272779 88.125925287604332 12.586228832602499 3.5292860567569733 75.853757500648499 28.209582626819611 7.3437909483909607 30.363011285662651 6.9294055402278882 12.99330313503742
leaf_count=291 920 119 220 263 33 201 17 378 28 32 116 25 131 63 130 13 31 271 44 14 46 195 56 10 138 52 23 88 43 43
internal_value=7.44761e-05 0.00214431 0.00377438 0.00481169 0.0069872 0.000789985 -0.000708418 -0.00673603 0.00183929 -0.00233349 -0.00642835 -0.00161213 -0.00648759 0.00915507 0.00437969 -0.00496953 0.00383798 0.00559033 0.00546868 -0.00888346 0.00500726 0.0103433 -0.00568815 -0.00653961 0.0134324 0.00880361 0.00629631 0.0020703 -0.00693381 0.0108745
internal_weight=870.056 763.712 645.268 612.595 439.417 113.878 173.178 118.445 135.528 68.6961 45.0515 31.0931 26.2339 325.539 64.8634 16.9064 109.294 92.3132 23.6446 20.275 83.1938 260.676 16.9812 8.85138 86.7109 173.965 85.8391 44.6362 14.2732 41.2029
internal_count=4034 3114 2386 2095 1298 477 797 728 534 350 274 158 148 821 206 76 386 299 76 133 276 615 87 56 171 444 249 154 66 95
is_linear=0
shrinkage=0.0117498


Tree=12
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 0 4 0 4 4 0 0 1 3 4 3 3 4 1 2 2 1 1 2 2 0 1 1 1 4
split_gain=155.27 63.6786 68.8593 40.1721 24.9054 38.4388 25.9581 18.685 17.8635 16.0593 20.5028 14.984 19.2063 22.0634 15.9351 14.2304 13.8113 13.6431 11.7854 10.1308 9.86859 8.90211 10.798 15.4653 10.1159 14.3755 7.98621 16.402 9.08606 7.92621
threshold=103.48144189910001 42.719328117250008 75.462331263550013 70.206395618550019 70.389210771400016 85.791387400750025 47.927946529500012 96.163458868000006 42.67709657435001 42.066503896600004 86.382848189450016 85.121961326250016 58.167480110400007 0.093325000000000033 38.064633603500006 0.072205000000000033 0.12535000000000004 38.244973486750006 73.037342029850024 -0.26894999999999997 -0.083064999999999986 64.407391431150018 62.154463517850012 -0.06483499999999999 -0.085584999999999994 86.256490657300006 71.397382570300024 70.727956495850009 71.104340634100012 37.784765830350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 -3 26 9 11 -11 12 -4 -14 -15 -7 17 18 -9 -6 -17 22 23 24 -13 -26 27 -5 -29 -23
right_child=-2 4 3 7 19 15 -8 16 -10 10 -12 21 13 14 -16 20 -18 -19 -20 -21 -22 29 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.016703519718485708 -0.015611160399465418 -0.015234470154113741 0.015550483204662256 -0.017720896779786499 0.0065581590073762941 -0.013310715771821588 0.0045025094784241311 0.010024090532417909 0.017316684306139512 -0.015082858091571318 0.0074300206166718289 0.00658688533550803 -0.020934187317800616 0.013264666527959964 -0.014492228855556821 0.010689907283367266 -0.019889746426025919 0.005223089381766452 -0.011086992037720175 -0.01337183473677221 -0.0011369553393985681 0.009537338738593441 0.014717409470983676 0.012137561393532696 0.0058143970102966539 -0.01912203079685313 -0.017717170065075848 0.014398225141695899 -0.0093926109718885098 0.0019342740748616645
leaf_weight=25.556252926588058 96.340649023652077 38.782635286450386 9.6125117242336255 8.8609176129102725 4.7768205776810637 6.316448710858821 16.256789907813072 6.0619152039289501 30.430352598428726 12.600920140743257 15.517870992422102 32.500952988862991 10.406631089746954 10.292369395494459 5.4319481477141371 43.29102398455143 4.7264403998851767 94.196770705282688 18.175449207425117 53.377390831708908 16.848694063723087 44.133172325789928 64.916108839213848 66.364223800599575 8.269247926771639 7.6512425541877738 11.754551738500593 7.6474050283431989 4.317592591047287 50.590296372771263
leaf_count=253 920 327 21 77 19 42 54 17 58 86 45 97 84 23 32 112 36 321 122 420 67 112 131 152 25 44 103 26 31 177
internal_value=3.30172e-05 0.00209858 0.00431221 0.00533628 -0.00467865 -0.00130122 -0.00940483 -0.000247081 0.00769461 0.00682907 -0.00265871 0.00768919 -0.000295756 -0.00612494 0.00367608 0.00541025 0.00208869 0.0029658 -0.00580698 -0.0117348 0.0073765 0.00872922 0.0104437 0.00802673 0.00239261 -0.00616982 -0.00907676 -0.00419995 0.00581326 0.00547666
internal_weight=826.006 729.665 550.015 524.459 179.65 121.496 55.0394 155.741 368.718 338.287 28.1188 310.169 35.7435 26.1309 15.7243 66.4562 123.161 118.434 24.2374 58.1542 60.1397 274.425 179.702 114.786 48.4214 15.9205 32.5805 20.8259 11.965 94.7235
internal_count=4034 3114 2073 1820 1041 602 381 733 1087 1029 131 898 160 139 55 221 496 460 139 439 179 738 449 318 166 69 237 134 57 289
is_linear=0
shrinkage=0.0131112


Tree=13
num_leaves=31
num_cat=0
split_feature=1 0 1 2 3 4 2 1 1 4 2 3 1 0 1 0 4 4 3 2 4 0 2 3 3 2 0 4 4 4
split_gain=136.46 53.0578 81.7986 34.5445 31.7315 25.8631 21.2434 18.6207 30.4136 18.4288 15.6414 17.2127 14.9329 13.6063 12.0577 19.5548 11.4495 10.1622 10.4921 10.1339 10.1204 17.1352 11.4374 9.03808 8.89647 13.4155 8.59644 8.15267 7.34899 6.67778
threshold=81.479100559500012 85.667718326750006 66.590419433100024 -0.059424999999999999 0.083495000000000028 42.599563320500003 -0.0019399999999999999 61.87486387225001 60.613977009100005 39.952536079750011 -0.59502499999999992 0.09062000000000002 62.111448187750007 97.39208423365001 58.167480110400007 76.451683855550016 44.952171034750002 35.050303764500008 0.094725000000000018 0.048475000000000011 41.872294782850005 86.20003303655001 -0.026144999999999998 0.087125000000000022 -1.0000000180025095e-35 -0.23349 101.28228314840001 40.844669808050007 43.018222997350009 38.244973486750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 12 4 -4 6 -5 8 14 17 -11 13 20 23 15 16 -1 -6 29 -8 22 -22 -3 -12 25 -18 -2 -21 -23 -19
right_child=26 2 3 5 9 -7 19 -9 -10 10 11 -13 -14 -15 -16 -17 24 18 -20 27 21 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.01495853811945526 -0.00063754298888339775 0.0040968653299428949 -0.014763163492530896 0.014386048029163443 0.0044674557225038575 -0.010951190048250389 -0.01321614228158152 -0.013298755876592553 0.010206785588248651 0.015404499222591022 0.0063833645028477876 -0.0094369251492727995 0.011127541241245912 0.013061205193213606 -0.019230986749970154 0.01056616454053147 -0.016722456395344486 -0.01857973571970532 -0.020989005945261173 0.00016940817429155443 -0.012259709402557146 -0.0015120925703526213 0.014002373243563501 -0.012726850111164815 0.01627251113612465 0.013458252996652714 -0.015455535108953113 0.011472965140919254 0.012276359491095998 -0.00059557792448806262
leaf_weight=22.68022208660841 7.3999183177947989 56.202966332435608 45.674172513186932 38.396722137928009 7.9344757050275794 17.022964350879192 7.0023571178317061 38.905506439507008 24.500084109604359 13.074355840682982 8.5938947945833224 23.329324007034302 171.45291903614998 18.504662565886974 11.829375520348547 11.741526961326597 7.4581339955329886 5.0184132233262124 13.72966383397579 35.284584984183311 13.820662230253218 12.701989106833937 32.060580924153328 8.7446393072605115 4.1866928189992896 3.9432030245661727 93.401777669787407 16.354525499045849 14.495126411318777 12.939310826361178
leaf_count=226 36 177 367 93 33 119 51 341 70 27 34 145 424 47 96 33 48 37 105 164 85 50 68 66 15 13 924 46 34 60
internal_value=2.51298e-05 0.00210492 0.00381225 -0.00145225 -0.00546811 0.0040945 0.0067339 -0.00569717 -0.0022718 -0.00167309 0.00230468 -0.000589761 0.00856681 0.00516861 -0.00721569 -0.00437358 -0.00895742 -0.00892619 -0.0122799 0.00172349 0.00517077 -0.000260777 0.00769491 -0.00325482 -0.000225923 -0.00628432 -0.0143677 0.00374934 0.00583668 -0.00562138
internal_weight=798.385 697.583 572.338 271.604 157.543 114.061 97.0382 125.245 86.3392 111.869 72.2469 59.1725 300.734 35.8432 61.8392 50.0098 38.2683 39.6219 31.6874 58.6415 129.281 41.0178 88.2635 17.3385 15.588 11.4013 100.802 51.6391 27.1971 17.9577
internal_count=4034 3074 2232 1394 921 473 354 842 501 554 319 292 838 147 431 335 302 235 202 261 414 169 245 100 76 61 960 210 84 97
is_linear=0
shrinkage=0.0132339


Tree=14
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 0 4 2 1 4 2 2 0 4 0 2 2 1 4 0 0 4 2 4 1 2 1 4 1 2
split_gain=118.752 47.2387 52.3301 29.1539 18.2555 28.0844 21.3768 16.9365 20.2435 16.794 16.2241 16.1213 15.6486 16.843 13.167 11.7331 15.9281 11.6483 8.89423 8.57883 13.8616 8.53881 17.1212 14.1194 8.1654 17.4258 9.34579 8.03943 7.99704 7.97827
threshold=103.48144189910001 42.719328117250008 75.462331263550013 66.590419433100024 70.389210771400016 85.791387400750025 47.927946529500012 -0.061874999999999999 81.479100559500012 39.952536079750011 -0.011675 -0.090495000000000006 86.479632682150012 41.975471476700008 102.03236296680001 -0.22932499999999997 -0.095854999999999996 62.272755675600003 43.89540535710001 96.039789794050009 100.15850764985002 38.179089776100007 0.061925000000000015 39.952536079750011 83.116371560950014 -0.12546499999999997 69.64719632740001 47.533407732750007 62.154463517850012 -0.59502499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 5 6 -3 9 10 11 -9 24 13 17 21 27 -17 28 19 -6 -21 -12 -23 -24 25 -5 -27 -7 -4 -11
right_child=-2 4 3 7 18 15 -8 8 -10 29 14 -13 -14 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.016697209947293602 -0.015367203818253544 -0.01486029725750916 0.0062029046922012577 -0.016481037379770417 -0.017775619254399619 -0.02370337643683236 0.0042772984079452198 0.013585880329687008 -0.021047639679288067 0.013668407597189911 0.0078251078996225305 -0.020171738665988887 0.010730475340273061 -0.0079196280852207052 0.017451618493997862 0.01461563591340021 2.349644659428496e-05 -0.0083427709756493003 -0.015255531776520639 0.011771405403977782 -0.017321323598402889 -0.022783008801348568 -0.014146363515334374 0.0070566499228955455 0.013163913925821428 0.018027966011620745 -0.0035103879313540553 0.0057500730093200175 0.018198294830255722 4.1585714567031592e-05
leaf_weight=22.137916378676891 84.186368554830551 35.247862309217453 97.204175278544426 15.545464284718031 5.7477995082736042 4.2865054830908766 15.977649271488188 36.788192071020603 5.3341278284788123 9.8914251774549466 15.419672705233095 15.384905241429804 151.7511525824666 18.314049556851387 8.8416722491383535 26.498574741184711 30.090242885053158 9.5110709741711599 34.059327438473701 9.3289537429809553 4.6089468374848357 7.5237528607249251 8.5332363396883029 19.286184452474117 4.8309475705027571 5.6526896953582826 11.545280903577803 2.9448213949799538 11.732219517230986 44.512981966137886
leaf_count=253 920 327 301 109 55 36 54 91 42 22 56 117 389 114 19 59 116 66 326 28 30 63 51 65 14 10 64 10 21 206
internal_value=1.95519e-05 0.00190088 0.00394951 0.00486806 -0.00440727 -0.00132229 -0.00889113 0.000965787 0.00497862 -0.00283636 0.00641885 -0.00833798 0.00769612 0.00432918 0.00199532 0.00475287 0.00685649 0.00622306 -0.0110109 -0.00366707 0.0021511 -0.0006968 -0.00441477 0.000552908 -0.00349262 -0.00595012 0.00356891 -0.011709 0.00749478 0.00251912
internal_weight=772.718 688.532 519.741 497.603 168.791 115.046 51.2255 209.091 101.727 107.364 96.3927 52.9593 288.513 136.762 59.6045 63.8201 56.5888 118.447 53.745 19.6857 13.9379 50.7628 35.3432 27.8194 37.5744 32.7434 17.198 7.23133 108.936 54.4044
internal_count=4034 3114 2073 1820 1041 602 381 929 387 542 345 314 891 502 254 221 175 388 439 113 58 235 179 116 197 183 74 46 322 228
is_linear=0
shrinkage=0.0137245


Tree=15
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 0 4 4 4 2 1 2 4 2 0 0 0 3 2 2 0 0 0 4 4 2 3 1 0 4
split_gain=103.748 40.1163 45.0513 25.4232 16.4326 23.7104 18.6662 14.9621 14.8764 14.4278 19.2581 14.6636 13.9704 13.5982 13.2529 13.8046 10.2082 9.78246 9.77849 13.714 8.31644 14.0334 9.85273 14.3621 7.93957 7.9168 7.83639 7.73718 11.6217 6.92027
threshold=104.06483731340002 42.719328117250008 75.462331263550013 66.590419433100024 70.389210771400016 85.791387400750025 47.927946529500012 42.67709657435001 42.198888176300009 -0.061874999999999999 81.479100559500012 -0.0034049999999999996 39.952536079750011 -0.090495000000000006 85.121961326250016 79.532656873050016 87.48511602295001 0.093325000000000033 -0.22932499999999997 -0.095854999999999996 101.10215645365001 98.142164052000012 96.163458868000006 37.445036092900004 43.89540535710001 0.15844000000000005 0.083950000000000011 71.504920895500007 100.15850764985002 47.533407732750007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -3 8 14 12 11 -11 13 -5 15 -4 -10 -17 29 -20 21 22 23 -13 27 -25 -14 -6 -29 -7
right_child=-2 4 3 9 24 18 -8 -9 16 10 -12 20 26 -15 -16 17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.013047238602939701 -0.01226842134602202 -0.011333429882449998 0.006650834563810667 -0.0026331243058729716 -0.014723305823600253 -0.017904572740821235 0.0030878405621913942 0.013586412785976248 -0.010592855974537012 0.010123883766340063 -0.015615007898132052 0.0082082068077926063 -0.0099063660689433577 -0.014936351190195679 0.0067305634959194567 -0.01709534892764843 0.0053529974627879451 -0.00052281175284889941 0.010930224387763815 1.6868646951789041e-05 0.0089005151169978345 -0.017505978957901073 0.0085596396260443665 -0.017349914131295999 -0.011740069131065099 -0.0018925651822324075 0.0032052288702976352 0.008081116777589754 -0.012735172388510374 0.0041636030206949996
leaf_weight=20.426329262554646 74.280590355396271 33.281205281615257 16.030211821198463 37.119779095053673 4.9394488036632564 4.0842985510826102 15.893201813101767 26.145576857030392 11.949212059378626 37.503861151635647 5.8869375735521308 9.0538455620408076 6.1599551960825911 15.164637163281439 200.42881083488464 7.2925510555505779 8.0547169446945173 10.294550552964209 25.490322351455688 30.089119844138622 13.438185356557367 5.378788784146308 14.3983738720417 7.3963923603296271 32.548243403434753 8.5746140107512456 48.280698627233505 9.647296339273451 4.8203495293855658 2.9208861440420151
leaf_count=253 879 327 58 200 48 36 54 58 83 97 52 27 39 120 563 63 24 42 59 116 46 41 37 66 333 42 193 35 33 10
internal_value=9.34476e-06 0.00136509 0.00288129 0.00354726 -0.00334869 -0.000983887 -0.00667247 0.00570076 0.00488921 0.000651262 0.00360335 0.00478501 -0.00215992 -0.00620157 0.00566368 -0.000697157 -0.00417215 -0.00739467 0.00348578 0.00502205 0.00134704 -0.000918598 0.00134454 -0.00280677 -0.00843553 -0.00905108 0.00172165 -0.00289338 0.00114552 -0.00870301
internal_weight=746.973 672.692 508.978 488.552 163.714 111.759 49.1744 280.196 254.05 208.356 101.631 95.7441 106.725 52.2844 234.046 33.6173 20.0039 17.5871 62.5846 55.5794 58.2402 44.802 39.4232 25.0249 51.9553 15.971 54.4407 19.4071 14.4676 7.00518
internal_count=4034 3155 2104 1851 1051 602 381 891 833 960 408 356 552 320 726 163 107 105 221 175 259 213 172 135 449 108 232 116 68 46
is_linear=0
shrinkage=0.0109474


Tree=16
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 0 3 3 4 4 0 1 2 2 3 2 3 4 2 1 1 3 3 2 1 1 1 4 4
split_gain=122.42 48.0717 59.9159 27.1807 26.3547 25.284 19.9188 18.7245 13.0336 12.7839 22.2075 10.2347 20.2892 9.26053 9.20331 34.8473 9.18193 9.13489 8.30642 8.75946 8.25657 23.8273 7.33797 7.12252 6.75017 7.98993 12.663 8.00005 8.85243 9.9741
threshold=102.70985441565001 43.525909308350002 75.462331263550013 70.206395618550019 85.995710218650018 41.942745071500006 96.163458868000006 0.09091500000000001 0.080515000000000017 47.927946529500012 49.122847560300009 97.878695155250014 78.10777406390001 -0.53569499999999992 0.15607500000000005 0.099855000000000027 0.17076500000000003 1.0000000180025095e-35 41.685324604100011 -0.093879999999999991 71.104340634100012 70.776348742200014 0.096665000000000015 -0.11223 0.18145000000000003 58.167480110400007 60.613977009100005 62.272755675600003 38.064633603500006 40.316494640950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 24 20 9 -6 -3 17 -8 -13 -9 18 -16 -14 -11 -10 -20 21 -5 -18 -12 25 -4 -27 28 -28 -30
right_child=-2 7 3 6 8 -7 11 13 14 10 23 12 16 -15 15 -17 22 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.011851528029961766 -0.010302020430533351 -0.0089964097900823419 0.010418939246795184 -0.010448744197196869 0.0091317751068995482 -0.0075605404114893271 0.0053480185850517227 0.015275902723053942 0.006718947235175768 -0.00087316079558892243 0.00071378070786475673 -0.0069047731552759018 0.0052257346364142148 -0.00058275960512894085 -0.018158144657391913 0.0085701225415224062 -0.014487480458839103 0.013866142782211993 0.0074472796782400208 -0.00054698823227285632 -0.011381948093434121 0.014044660580721449 0.0055148219486900176 -0.01380077900961898 0.010359833983637535 -0.013351001378816545 0.011084783120565758 -0.0079163338924551959 -0.0076551814485427755 0.0042866098764494549
leaf_weight=25.880973413586617 94.29190170019865 57.501534938812256 9.3063606172800046 10.588241048157217 89.799839116632938 27.637246191501617 44.059682905673981 5.653544954955577 129.65706198662519 7.616540007293227 4.4793338179588327 28.974686980247498 39.872697524726391 8.9141357615590078 7.4185152649879482 11.989339150488375 4.3958263322710982 8.2076981738209707 19.864757381379604 36.609544187784195 17.610497780144215 5.7622253894805899 2.8341090902686119 10.919863842427727 10.76984568685293 5.4274833798408499 11.283187702298163 6.4223014563322058 8.8795015886425954 25.277208939194679
leaf_count=291 977 489 21 92 211 201 136 13 341 33 20 175 129 43 52 28 35 19 50 139 154 17 13 100 24 37 24 52 42 76
internal_value=5.14172e-05 0.00147948 0.00256389 0.0032368 0.00456829 0.000397429 -0.000222387 -0.00461297 0.00605117 -0.0062852 -0.00129219 0.00163045 -0.000522552 0.0055718 0.00470526 -0.00164657 0.0034034 0.0067718 0.00536757 0.00226498 -0.00677681 -0.00181679 -0.00664665 -0.00957877 0.00324024 0.00208886 0.000735693 0.00220989 0.0036411 0.00118218
internal_weight=777.906 683.614 580.321 554.44 400.342 105.003 154.098 103.293 295.339 88.725 31.2234 120.137 76.0773 14.5677 205.539 19.4079 47.1026 15.8242 186.131 56.4743 33.961 16.3505 7.22994 15.3992 77.3659 66.596 57.2897 51.8622 45.4399 34.1567
internal_count=4034 3057 2340 2049 1298 477 751 717 821 661 172 488 352 56 610 80 177 52 530 189 263 109 48 120 276 252 231 194 142 118
is_linear=0
shrinkage=0.00969289


Tree=17
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 1 1 0 4 4 3 2 1 2 1 2 4 2 3 4 2 0 4 2 0 0 0 4 2 2
split_gain=95.9849 36.226 41.356 23.5263 21.4012 16.9326 15.0926 21.4821 17.1614 14.6597 14.4406 11.25 10.4906 12.9317 17.3416 13.1334 12.2872 12.2342 8.99533 7.90556 7.76082 7.30029 8.22999 10.5608 7.15081 12.7203 8.90456 12.7007 7.49624 7.01771
threshold=104.06483731340002 42.719328117250008 75.462331263550013 64.407391431150018 65.29995953045001 62.111448187750007 70.389210771400016 85.791387400750025 47.927946529500012 41.919251152600005 0.093580000000000024 -0.026144999999999998 66.590419433100024 -0.061874999999999999 81.479100559500012 -0.0034049999999999996 39.952536079750011 -0.090495000000000006 0.072205000000000033 37.038444968100009 -0.26894999999999997 90.407470010750018 35.509685375550013 -0.081354999999999997 101.10215645365001 98.142164052000012 96.163458868000006 37.445036092900004 0.15844000000000005 -0.083064999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 9 7 8 -3 11 -11 19 21 16 15 -15 17 -14 -9 -4 -8 22 -6 -24 25 26 27 -17 -29 -20
right_child=-2 6 3 4 12 -7 20 18 -10 10 -12 -13 13 14 -16 24 -18 -19 29 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.01390765522773579 -0.013026532890573171 -0.011897720331723817 0.011864313217522812 -0.021193935850667513 0.011498239708582353 0.010141866164932779 0.006166064814878215 -0.010488421141702252 0.0031135908449961775 0.0016149421860112997 -0.019605804999406791 0.010316791594770195 -0.002688883278421806 0.010413793090439391 -0.01640448693311947 0.0083573068319042123 0.0017210062821376745 -0.015377503712627702 0.0077172392962379403 0.0012319060556429057 -0.010248593913528947 0.014655795027196777 -0.016870954626973383 0.0075345056694145407 0.0089393933689522788 -0.018225129894442194 0.0088738707120827581 -0.018190921123863158 -0.0018262511590987952 -0.0014400367525457636
leaf_weight=19.414879336953163 70.948797404766083 32.13285356014967 11.319904938340185 5.8608582690358153 8.7992015182972008 95.823941849172115 4.3975707814097396 5.7424646914005271 15.845214217901228 12.940172880887987 6.8252629190683356 40.649260602891445 37.142526738345623 36.865222550928593 5.634235866367816 8.9534459784626979 54.389066949486732 14.810750685632227 39.63204537332058 70.016104936599731 45.965367645025253 13.209286995232103 4.7558339908719081 5.1417709290981257 13.395708099007605 5.2122731059789649 14.166193455457686 7.141602247953414 8.5944353938102704 16.523239761590958
leaf_count=253 879 327 27 46 20 264 19 42 54 66 53 100 200 97 52 27 232 120 112 250 430 25 26 14 46 41 37 66 42 67
internal_value=2.14422e-05 0.00142132 0.00298372 0.0036646 0.00109066 0.00630893 -0.00346427 -0.00101156 -0.00694009 0.00371786 -0.00571286 0.00524593 0.00163895 0.000664755 0.003713 0.00491461 -0.00220063 -0.00630613 0.00358376 0.00271167 -0.00881531 0.00793808 0.00319202 -0.0041924 0.00138667 -0.000909201 0.00141363 -0.00286686 -0.00925315 0.00502278
internal_weight=732.249 661.301 501.062 481.647 244.072 237.575 160.239 109.876 47.9781 141.751 19.7654 121.985 238.212 206.305 99.9631 94.3289 106.342 51.9533 61.8977 81.336 50.3629 31.9061 18.6968 9.8976 57.4637 44.068 38.8557 24.6895 15.736 56.1553
internal_count=4034 3155 2104 1851 1091 760 1051 602 381 496 119 377 1045 960 408 356 552 320 221 277 449 85 60 40 259 213 172 135 108 179
is_linear=0
shrinkage=0.0118044


Tree=18
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 1 0 3 2 4 4 3 3 2 2 1 1 3 2 3 2 2 3 3 1 3 1 1 0
split_gain=96.3511 36.8451 47.4129 25.4422 21.3923 17.3996 15.3164 14.9563 13.5686 11.2197 10.4931 12.4687 10.4535 9.86964 13.8297 10.2369 9.83814 25.1461 9.74594 28.5442 10.0259 9.7243 9.68107 14.4317 9.21909 8.58686 7.99687 7.14116 18.7704 6.95296
threshold=104.06483731340002 43.832725745850006 76.451683855550016 70.206395618550019 85.995710218650018 41.872294782850005 72.378669787950017 96.039789794050009 -0.10747999999999999 -0.10423499999999999 47.709122305950011 49.122847560300009 0.080515000000000017 0.09450500000000002 0.17076500000000003 -0.58559499999999998 64.407391431150018 62.272755675600003 0.093325000000000033 0.0023400000000000005 0.087905000000000025 0.10957500000000002 -0.046635000000000003 0.083495000000000028 -0.067029999999999992 72.187789260650007 1.0000000180025095e-35 71.104340634100012 70.727956495850009 86.420486603250012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 10 27 -9 -7 16 26 -6 14 22 -15 17 -3 19 20 29 -17 23 24 -10 -18 -12 28 -5 -14
right_child=-2 6 3 7 12 9 -8 8 13 -11 11 -13 18 15 -16 21 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014497349467262421 -0.014423827015700117 -0.010618751521097088 0.0038490339964332067 -0.01665331153732166 0.011194665634587221 0.0068623871054730974 -0.016225540591804959 -0.018271961187062737 0.0058326186813116897 -0.012245740599540865 -0.00083626411898784538 -0.0082588459729349088 0.014477691942464333 0.0084134457288851505 -0.014693128276822398 -0.010763694299043483 -0.01736581599672235 0.020874797025024351 0.0085744495011362484 -0.019387660005905888 -0.0007536381712138087 0.0070952948680768875 0.011569419359714258 0.0064164159009294846 -0.018423494648850913 0.0098443848577208035 0.017246561883436935 -0.014640179166782884 0.011997591913777306 0.0049921416893522015
leaf_weight=25.847681283950806 70.984574757516384 14.646076008677484 70.4932576790452 7.8108913227915746 83.10690088570118 6.7532688081264522 20.298245429992676 5.8099088594317427 4.0626093596220016 23.573334477841854 7.1355365961790147 10.61671908199787 20.081519328057766 9.8613274842500669 5.8927870094776145 24.038711443543438 17.221763357520107 6.1495540738105765 99.924717433750629 9.0083855241537076 33.127068020403385 6.6491353064775458 32.465395160019398 36.570901788771152 7.8469981402158719 2.2387951016426078 10.079227179288862 16.576476812362671 7.8142358437180519 38.529315523803234
leaf_count=317 879 130 252 80 213 33 222 53 14 190 29 69 43 29 46 153 182 10 271 61 125 30 84 128 56 8 22 158 28 119
internal_value=4.99313e-05 0.0015967 0.00280272 0.00361575 0.00545925 0.000287657 -0.00626061 -0.000670881 0.00126162 -0.00799065 -0.00328987 0.00288102 0.0072966 0.0021525 0.00463852 -0.00317146 -0.00755617 -0.00130568 0.00568224 0.00281361 0.00499371 -0.00689419 0.00604585 0.00234694 -0.0101492 -0.0142355 0.00975121 -0.00866441 -0.00232479 0.00824213
internal_weight=735.215 664.231 575.845 549.997 384.598 100.82 88.3859 165.399 133.198 30.3266 68.0877 27.8315 283.778 127.388 86.8387 40.5492 40.2562 20.7956 200.671 100.746 91.7379 30.6878 80.9459 48.4805 11.9096 19.4606 17.2148 32.2016 15.6251 58.6108
internal_count=4034 3155 2483 2166 1307 475 672 859 593 223 450 120 832 540 328 212 330 140 619 348 287 183 282 198 70 190 51 266 108 162
is_linear=0
shrinkage=0.0130702


Tree=19
num_leaves=31
num_cat=0
split_feature=1 0 1 4 2 2 4 1 3 2 1 3 1 3 2 3 1 0 1 2 2 2 4 0 2 0 3 3 0 2
split_gain=99.0224 38.3042 58.5125 25.3953 20.3917 15.938 14.4131 14.2669 18.094 13.1457 12.7299 12.6718 12.7801 10.0408 10.6899 16.1291 13.2592 10.0345 9.97363 9.23549 9.21568 8.34194 7.80521 14.4918 10.1741 7.60193 8.62362 9.46324 7.56979 7.40494
threshold=81.479100559500012 85.667718326750006 66.590419433100024 43.89540535710001 -0.059424999999999999 -0.58994000000000002 39.952536079750011 61.982402197500001 1.0000000180025095e-35 -0.0034049999999999996 62.111448187750007 0.078905000000000017 60.613977009100005 0.083495000000000028 -0.59502499999999992 0.09062000000000002 71.504920895500007 93.953546284800012 58.167480110400007 -0.60918499999999998 -0.10290999999999999 0.048475000000000011 41.872294782850005 86.329079026800017 -0.026144999999999998 71.131225215400022 -0.15572 -0.25095999999999996 101.28228314840001 0.086310000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 4 6 -1 17 8 25 -6 22 -10 18 -8 -15 16 20 -4 -13 -5 -16 -11 24 -24 -3 -7 27 -27 -2 -23
right_child=28 2 3 19 9 7 13 -9 11 21 -12 12 -14 14 15 -17 -18 -19 -20 -21 -22 29 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.015230335223154602 -5.8566551682487353e-05 0.002993466823217546 0.0010071070496771293 0.013399038640382147 0.010476317375570606 -0.016313069058930752 -0.011558373759141805 -0.013764573125195818 0.018247214857525371 -0.010941572181722738 0.0093727819184785208 0.00037474150396849367 0.0066266206600457964 0.014142117719133311 0.010370715617937929 -0.0087804830138741817 0.011495713890498409 -0.011747074239690796 -0.018859607169711551 -0.01226624734182237 -0.012949935917721558 0.0085350527578367166 -0.0098128219403865301 0.0055962982180996915 0.012073429802993871 -0.005996054990112634 -0.013763255050690891 0.015300843950459669 -0.01357228895770847 -0.00086244549779343157
leaf_weight=5.8355052694678298 6.9992606937885276 54.545114755630493 13.1396012827754 2.3193933218717566 37.017052374780178 15.008311845362185 9.2951754778623563 26.943096324801445 6.6039420887827864 7.8039545938372603 157.80348007380962 9.1841145157814044 18.393182851374149 9.9709178656339628 3.9698166996240563 19.836443729698658 20.645739682018757 35.262692883610725 7.6833549216389647 35.13008213788271 7.7888749539852178 21.4265496134758 15.721554234623907 23.82330746203661 29.510811127722263 9.7438117414712888 10.40293923020363 4.8490814417600623 79.425810642540455 33.131996832787991
leaf_count=16 36 177 49 6 104 175 61 275 15 60 424 53 70 20 11 126 57 260 59 337 67 70 95 74 68 69 97 13 924 166
internal_value=5.26314e-05 0.00171159 0.00310439 -0.00119608 0.000422993 -0.00482609 -0.00303529 -0.0059017 -0.00331402 0.00459568 0.00702791 0.00241074 -0.000555257 0.000518008 0.00232236 6.63918e-05 0.00548203 -0.00828474 -0.00838676 -0.0106767 -0.00507672 0.00110507 0.00403416 -0.00052979 0.00618131 -0.00930502 -0.00509716 0.0010807 -0.0124779 0.00282819
internal_weight=739.215 652.79 538.143 256.738 219.289 114.647 119.909 108.812 81.8687 99.3796 281.404 41.8646 35.2607 71.507 62.2118 52.2409 32.4044 48.4023 16.8675 37.4495 11.7587 62.3625 123.601 39.5449 84.0559 40.0041 24.9958 14.5929 86.4251 54.5585
internal_count=4034 3074 2232 1394 1051 842 651 826 551 400 838 197 182 342 281 261 135 309 112 343 78 296 414 169 245 354 179 82 960 236
is_linear=0
shrinkage=0.0124572


Tree=20
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 1 1 0 1 3 2 1 0 4 2 4 4 4 0 2 0 4 1 2 1 1 1 2 2 1
split_gain=119.419 46.4601 75.0579 33.5772 17.6926 26.0195 12.8908 18.5261 12.8415 12.2805 11.9201 15.8985 13.6367 10.6921 11.0303 10.182 10.1691 9.35532 13.99 9.84882 15.8808 12.767 8.58523 22.1709 8.55376 12.4775 8.28523 8.21439 8.50486 12.4016
threshold=103.48144189910001 85.667718326750006 66.590419433100024 43.89540535710001 61.87486387225001 60.613977009100005 58.167480110400007 76.451683855550016 62.111448187750007 0.086955000000000018 -0.061874999999999999 81.479100559500012 92.313586825200005 39.952536079750011 -0.090495000000000006 47.927946529500012 44.952171034750002 41.872294782850005 86.20003303655001 -0.06828999999999999 86.329079026800017 41.289992964000007 75.271450736300025 -0.11572 71.322105742700003 83.116371560950014 75.634392583900009 -0.016334999999999999 0.048475000000000011 70.077349628250019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 10 5 6 7 16 17 -5 13 12 -12 14 24 -11 -1 19 -19 20 -3 -22 23 -15 -4 -26 -24 -14 29 -29
right_child=-2 2 3 9 -6 -7 -8 -9 -10 15 11 -13 27 22 -16 -17 -18 18 -20 -21 21 -23 26 -25 25 -27 -28 28 -30 -31
leaf_value=-0.014539915067493782 -0.014997972668880614 0.0081648794179486547 0.0051135148992472379 -0.01604738927731417 -0.013187732998391018 0.0096273849989550239 -0.019517030564789133 0.010954783525855953 0.010789252831948398 -0.013831793104168355 -0.010040186771912788 -0.01874272709454201 0.01188062215085414 0.0093942223428572363 -0.016678390046593484 0.014245356577646959 -0.00017938567010444495 -0.011375202533575041 0.0053873134774643982 0.011303970065443397 0.00050216456554548125 -0.028997289778717624 0.017023481387876231 -0.012416000772440578 -0.012940211283794689 0.011164769674919247 0.0021187995809951697 0.010323397885332377 0.0059186147036058333 -0.020660868318476397
leaf_weight=21.136067189276218 83.463938064873219 24.524945557117462 14.550214596092699 33.911466158926487 37.564630411565304 24.270290419459343 11.680126383900641 11.651962608098982 166.43562229722738 4.3178844600915891 9.6986876875162107 5.3094513267278662 34.480862855911255 14.068426325917242 14.704175435006617 5.0597246140241623 15.357118733227251 13.496046610176561 26.844149611890316 52.243700936436653 6.6551829650998098 4.3931551426649094 8.7879254668951017 20.891207419335842 18.791682690382007 4.8790905550122252 28.689249195158482 3.9544574320316297 47.155220553278923 5.6725692451000214
leaf_count=226 920 66 49 336 341 70 96 33 424 30 58 47 88 43 114 15 76 85 84 126 23 30 17 149 133 14 111 10 168 52
internal_value=0.000176771 0.00200922 0.0036186 -0.0014285 -0.00552458 -0.00210152 -0.00685978 -0.0037891 0.00832868 -0.0122857 0.000600568 0.00390962 0.00510088 -0.00220457 -0.00679325 0.00131734 -0.00849669 0.00513318 -0.000220683 0.00759257 0.00214193 -0.0112277 0.0011481 -0.00363915 -0.00299029 -0.00797162 0.00561376 0.00670995 0.00357007 -0.00793358
internal_weight=774.639 691.175 569.515 274.922 121.66 84.0956 59.8253 48.1451 294.593 43.2891 231.633 106.271 100.962 125.362 52.9252 9.37761 36.4932 128.157 40.3402 87.817 35.5733 11.0483 72.4368 34.9596 38.221 23.6708 37.4772 91.2631 56.7822 9.62703
internal_count=4034 3114 2272 1434 842 501 431 335 838 381 1053 423 376 630 310 45 302 414 169 245 119 53 320 192 196 147 128 318 230 62
is_linear=0
shrinkage=0.0134304


Tree=21
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 4 4 4 4 3 1 2 3 2 0 1 0 1 2 3 3 2 3 3 2 1 4 2 4
split_gain=175.844 123.041 61.3303 41.5178 27.3647 26.2568 18.8912 17.9384 16.5397 15.0481 14.05 13.0734 12.1001 15.7854 16.6399 12.0395 19.7347 11.7683 15.1052 10.3181 10.0866 10.0036 9.5066 11.9783 9.242 30.9111 10.095 10.0515 11.4568 9.63312
threshold=70.206395618550019 85.667718326750006 103.48144189910001 96.039789794050009 0.099855000000000027 43.89540535710001 48.226196960950006 39.525197829750006 38.244973486750006 44.421469061800003 0.080135000000000026 73.037342029850024 0.22598000000000004 0.092505000000000018 -0.59502499999999992 76.451683855550016 61.87486387225001 84.390700714750025 58.167480110400007 -0.14654999999999999 1.0000000180025095e-35 0.075810000000000016 -0.080019999999999994 -0.11789499999999999 0.093325000000000033 0.0023400000000000005 61.93938686740001 42.066503896600004 -0.011675 43.272784938550004
decision_type=2 2 2 2 2 2 2 2 2 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 8 15 -6 11 10 20 -5 13 19 -15 -1 17 18 -17 -10 22 -21 23 -3 25 26 -12 -26 29 -29
right_child=2 9 -4 5 7 -7 -8 -9 12 -11 24 -13 -14 14 -16 16 -18 -19 -20 21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.010934232840113647 -0.0085886717401183303 -0.010337170321768294 -0.010689226324276007 0.005748797740969769 0.0098136713979939342 -0.0098021859556193698 0.0029764479596216969 -0.0053477272807884516 -0.0047554424400815167 -0.003321641559101118 -0.0055911963501741446 -0.0086098478539520223 -0.0094614715420012624 0.0078052849407502468 -0.0054041435701335048 0.0055776613315727001 -0.009629086113521243 0.010216899077328092 -0.011869731732774991 -0.002658767512799897 0.010982405352770827 0.0079753704676235621 0.0080036041523564964 0.007847924238915456 0.0078018155026797036 -0.0099866883009841999 0.0053636302025588112 -0.0053315165732949607 0.012020542262701508 0.0089041511035247468
leaf_weight=41.881491169333458 60.403932794928551 5.7713524848222733 99.765632256865501 6.55618688464165 16.238010928034786 18.785479679703712 15.811423957347868 9.6537791639566404 6.651257410645484 13.55813407152891 6.914505034685134 19.706637479364872 5.9953591823577872 10.555305406451224 24.738352328538895 7.7861261516809481 27.263849288225174 7.8236782625317565 7.6146300062537193 7.7602478414773932 65.445073805749416 59.358146965503693 30.202945791184902 5.4768754690885526 112.33385652303696 12.133707672357557 116.20163729786873 14.354430109262472 6.2801096290349951 4.9628857970237723
leaf_count=386 465 31 920 21 33 153 53 53 34 71 33 131 41 27 128 24 217 17 52 36 122 147 70 13 262 71 329 71 12 11
internal_value=0.000189669 0.00331442 -0.00495888 -0.0023663 -0.0039732 -1.87764e-05 -0.00591995 0.00416073 0.00128171 0.0057966 0.00612187 -0.00502539 0.00272134 0.00339104 -0.00145359 -0.0074428 -0.00454655 0.00141999 -0.00304889 0.00570886 0.00882912 0.00674585 0.0054294 -0.00148266 0.00506252 0.00342645 0.00474838 0.00666678 0.00168571 -0.00167418
internal_weight=847.985 527.709 320.277 220.511 134.073 160.107 108.181 25.8918 141.321 393.636 380.077 26.2628 115.059 109.063 35.2937 92.3698 50.4883 23.2244 15.4008 73.7697 106.896 67.1184 41.4512 11.2482 273.181 135.25 123.116 137.931 25.5974 19.3173
internal_count=4034 1931 2103 1183 835 718 749 86 565 1096 1025 152 413 372 155 696 310 93 76 217 236 183 114 44 789 433 362 356 94 82
is_linear=0
shrinkage=0.00880808


Tree=22
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 0 1 3 4 4 3 1 1 4 1 3 2 0 2 2 4 4 2 1 2 3 3 1 1
split_gain=101.035 37.6365 49.6935 26.1482 23.3647 19.1364 16.4744 15.0822 11.2251 11.0304 11.2759 10.5044 9.32553 24.1042 9.04799 8.95485 8.95183 27.6645 8.96936 11.9831 13.9865 10.4447 10.5556 8.82109 8.08541 7.73715 7.18944 6.82648 6.81044 17.5888
threshold=103.48144189910001 43.832725745850006 75.462331263550013 70.206395618550019 85.995710218650018 41.942745071500006 96.039789794050009 72.378669787950017 0.12535000000000004 47.709122305950011 49.122847560300009 0.080515000000000017 64.407391431150018 62.272755675600003 38.244973486750006 71.246828915000023 0.093325000000000033 0.0023400000000000005 86.103248543850015 -0.093879999999999991 -0.06828999999999999 38.804080188450008 42.047301293400004 0.22598000000000004 72.187789260650007 -0.122095 0.092835000000000015 1.0000000180025095e-35 71.104340634100012 70.727956495850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 28 9 14 12 27 -6 13 -3 15 -8 17 18 -13 -20 21 -21 -23 -16 -14 -7 -17 -11 29 -5
right_child=-2 7 3 6 11 25 8 -9 -10 10 -12 16 24 -15 23 26 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014457362321289392 -0.013139488481693102 -0.0097081534195055559 0.0034860042380740006 -0.015510877528390787 0.010614955928453938 0.0050106589014655735 0.013422135357628042 -0.015142269992129566 -0.017572517294273414 -7.3382326614119197e-05 -0.0070116746016587921 0.014494132292064603 -0.016022803076452336 0.018911726400179622 0.004424744891230699 -0.017279035617043949 0.0080824467038454369 -0.017279773452671461 0.0087025404460821954 0.0074486476293816823 0.0073010275665546728 -0.021871977957837869 -0.0036951529391169571 -0.011580886615127621 0.0085385935117641074 -0.01119953783840481 -0.0022033456962912965 0.015447855550495862 -0.013767441108717551 0.010302493253573719
leaf_weight=23.822554223239422 76.534282691776752 15.309135243296625 76.385697968304157 7.8284446001052839 84.558739274740219 5.3724549859762218 3.4030601978302029 19.743812717497349 4.4969605281949034 7.253762796521193 10.659414954483507 12.623396091163157 17.242438547313217 6.1086819767951956 96.630600839853287 7.5943482592701939 100.60583833605051 9.1225726157426816 35.748303323984146 6.0711831972002974 18.592919863760475 7.784217610955241 12.122996926307676 5.3942876532673827 2.2479308247566214 23.388086065649986 12.288182839751242 10.001672133803366 16.759905278682709 7.8380424305796623
leaf_count=301 920 130 276 80 213 28 8 215 38 29 69 26 182 10 337 65 271 61 93 17 52 49 50 41 8 187 70 22 158 28
internal_value=0.000116245 0.00163726 0.00276949 0.00350945 0.00521015 0.000297344 -0.000603852 -0.00575735 0.00133621 -0.00306502 0.00283834 0.00700858 -0.00709334 -0.00154534 0.00201478 -0.00483654 0.00550393 0.00296228 0.00494909 0.00344895 -0.000764685 -0.00653737 -0.0108027 0.00357849 -0.01319 -0.00817148 -0.00796167 0.00892311 -0.00837021 -0.00259629
internal_weight=743.534 667 578.433 554.61 392.376 105.146 162.234 88.5668 129.807 68.823 27.9148 287.23 40.9082 21.4178 125.31 23.2856 202.671 102.066 92.943 80.3196 44.5713 25.9784 19.9072 102.025 19.4904 28.7605 19.8825 17.2554 32.4264 15.6665
internal_count=4034 3114 2449 2148 1323 491 825 665 559 450 120 832 330 140 521 143 619 348 287 261 168 116 99 378 190 215 135 51 266 108
is_linear=0
shrinkage=0.012181


Tree=23
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 3 4 4 4 3 4 2 1 3 3 2 3 2 3 3 2 1 4 2 4 1 1 3 4 3
split_gain=150.671 60.6909 96.269 38.6435 22.8028 22.7587 16.2856 14.5193 13.8176 13.5395 13.4148 12.9205 11.1807 10.1239 16.1524 13.127 9.56642 9.30904 11.1422 8.97312 28.2804 9.19408 8.96472 10.7621 8.90143 8.71312 14.8442 8.69103 8.41949 8.04971
threshold=102.70985441565001 85.667718326750006 70.206395618550019 96.039789794050009 43.89540535710001 0.10184000000000003 48.226196960950006 44.421469061800003 38.244973486750006 0.080135000000000026 39.664548207900005 0.18145000000000003 73.037342029850024 0.093735000000000027 -0.10747999999999999 -0.59168499999999991 1.0000000180025095e-35 -0.080019999999999994 -0.11789499999999999 0.093325000000000033 0.0023400000000000005 61.93938686740001 42.066503896600004 -0.011675 43.272784938550004 71.096275259700022 70.776348742200014 0.11243000000000002 48.96897326980001 0.080395000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 7 25 8 6 11 9 12 16 -7 -1 -5 14 -10 -15 17 18 -3 20 21 -11 -21 24 -24 26 -4 -12 -8 -9
right_child=-2 2 3 4 -6 10 28 29 13 19 27 -13 -14 15 -16 -17 -18 -19 -20 22 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0061056674696268898 -0.0075665829456383546 -0.0079465447596054287 -0.006684415529901868 0.0042656502395828598 -0.0072016905230780142 0.0068959630550648699 0.0067938879420184894 -0.010086411803548195 -0.010569213649268961 -0.0042718515176749117 0.0036405540870151185 0.0038014361380773157 -0.0061558107914521151 0.0054910264786033553 0.0042955040599212168 -0.0042018044500890719 0.0082210896084499076 0.0059670907144568144 0.0057476921112634598 0.00572230809542009 -0.0076424178170359392 0.00383409716087833 -0.0040895082506458161 0.0090166305863898684 0.0065766618789810478 -0.0081634710908867897 0.0062875029933576092 -0.010750793352155676 -0.0031791981511942245 0.0010407489927720241
leaf_weight=84.464321345090866 102.63952042162418 5.7278704419732094 12.699664674699308 6.4978983178734806 16.804562322795391 15.233626812696459 8.350241079926489 4.5811000093817702 3.5540186390280715 6.8792805075645438 3.6288515627384177 6.5768469944596282 17.963474676012993 9.5475469231605548 72.699662409722805 20.1335154697299 62.387076087296009 29.539384491741657 5.3044033795595151 109.2797995954752 11.874848775565622 113.41912623494864 14.042223170399671 6.1737012714147559 4.8895178586244574 38.741918481886387 6.0307385325431815 4.1920117884874344 7.4016715586185446 8.8070822954177839
leaf_count=687 977 31 103 21 142 33 19 38 27 33 14 23 121 25 216 109 122 70 13 262 71 329 71 12 11 337 18 32 34 33
internal_value=0.000148782 0.00125259 0.00218347 -0.00158583 0.000262662 -0.00295975 -0.00428408 0.00419825 0.00122462 0.0044506 0.00317483 -0.00538997 -0.00338746 0.00228959 0.00360269 -0.0010839 0.00654753 0.00397409 -0.00136225 0.00364066 0.00238112 0.00337056 0.00487948 0.00121077 -0.00133475 -0.00632026 -0.00250777 -0.00407326 0.00210763 -0.00276669
internal_weight=820.066 717.426 587.578 204.673 147.201 129.848 106.793 382.905 130.396 369.517 23.0545 91.0412 24.4614 105.935 76.2537 29.6811 102.959 40.5717 11.0323 266.558 132.173 120.298 134.385 25.1054 18.9317 57.4723 18.7304 7.82086 15.7519 13.3882
internal_count=4034 3057 2215 1119 661 842 763 1096 519 1025 79 710 142 377 243 134 236 114 44 789 433 362 356 94 82 458 121 46 53 71
is_linear=0
shrinkage=0.00680823


Tree=24
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 4 3 1 4 2 1 0 3 4 4 2 2 2 0 1 4 1 1 2 3 0 4 4 3 3
split_gain=106.532 39.6728 51.2218 28.1824 26.9382 21.6062 16.088 14.4149 11.9525 10.8314 10.2826 16.1784 9.67758 10.9016 10.379 9.50115 10.4175 8.20882 8.1421 11.3418 37.8282 8.78231 13.6737 7.67064 11.7702 7.6548 7.52699 13.8807 10.2126 7.18739
threshold=103.48144189910001 76.451683855550016 70.206395618550019 85.995710218650018 95.117648655250022 41.872294782850005 -0.10747999999999999 66.590419433100024 44.952171034750002 -0.097294999999999993 68.20618276945001 91.394134144600017 0.12535000000000004 43.940903692500008 38.244973486750006 0.22598000000000004 0.059320000000000012 -0.167075 90.297243227400017 64.407391431150018 38.625745710700009 62.095317438950012 62.041548276350007 -0.08854999999999999 0.089305000000000023 94.047642319350018 41.50623664750001 42.824128352900011 0.092465000000000033 0.089850000000000027
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 -3 -6 18 -1 -7 11 -9 13 14 -8 16 29 -15 19 21 -21 22 26 -24 -25 -12 -5 28 -28 -16
right_child=-2 2 4 7 6 9 12 10 -10 -11 25 -13 -14 17 15 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.010778627632444342 -0.010537347245438819 0.0032497778243266453 -0.0089374340379210788 0.009245886384070659 -0.013429028877093055 -5.0814985659962888e-05 -0.00399157008641207 0.0047211838702373964 -0.00039276031637792416 -0.0093682820265396198 0.0057403061293744605 -0.012490807543774537 -0.013653007802195735 0.0055224168855172511 0.004773049047740268 -0.0093083902482711325 0.0094405326532519956 -0.010417832591789153 0.01118431149816195 0.0064459090616207923 -0.023440355848187266 0.0085954673384203376 0.006626102532332534 -0.015332391356812202 0.0025774572436160549 -0.0046131410891497963 0.0029237022511615324 0.0090949296539227092 -0.015003945828137249 -0.0011212203162942508
leaf_weight=30.612856917083263 78.318125851452351 73.070319443941116 41.618612557649612 38.32188630849123 8.1659717261791211 21.357937008142471 23.217261791229248 9.9080002084374446 15.726704910397528 25.863288030028343 40.144491337239742 10.596158161759375 4.3839742690324774 4.0142052173614529 42.959850810468197 5.450276091694831 23.684038765728474 12.342674255371092 31.564652137458324 16.617974393069748 5.2177045345306388 101.66396414488554 5.7900895774364498 7.102068714797495 6.6731571331620216 8.0357124879956228 6.6445881873369235 13.865335434675215 5.400849387049675 35.363838404417038
leaf_count=354 920 252 393 88 74 128 140 30 81 208 117 71 38 21 142 40 55 124 64 44 36 249 15 43 23 40 22 33 33 156
internal_value=0.000153032 0.00139271 0.00202968 0.00392452 -0.00199956 -4.91936e-05 -0.000190179 0.00547877 -0.00725388 -0.00515404 0.00156942 -0.00417365 0.000523801 0.000946503 0.00187933 0.00314779 0.00381333 -0.00650587 0.00660289 0.00590529 -0.000695508 0.00668245 0.00436157 -0.00272555 -0.00665629 0.00401351 0.00652031 0.0024892 -0.00511457 0.00211173
internal_weight=753.697 675.378 629.039 427.838 201.201 120.292 159.582 307.547 46.3396 47.2212 68.6844 20.5042 151.416 147.032 130.675 107.458 102.008 16.3569 238.862 207.298 21.8357 185.462 83.798 19.5653 13.7752 48.1802 64.2327 25.9108 12.0454 78.3237
internal_count=4034 3114 2679 1496 1183 588 790 908 435 336 258 101 716 678 533 393 353 145 650 586 80 506 257 81 66 157 176 88 55 298
is_linear=0
shrinkage=0.00968298


Tree=25
num_leaves=31
num_cat=0
split_feature=0 4 0 1 4 1 0 4 0 4 0 0 1 3 4 3 2 2 2 2 3 0 0 1 0 4 1 1 1 4
split_gain=94.3873 35.4154 40.7797 24.4037 15.6892 14.2622 21.1528 18.0843 13.8182 10.2101 13.4222 11.8332 14.5422 18.5761 13.5701 9.9541 10.0787 9.73037 8.64091 12.021 8.22891 7.50938 13.9278 6.75539 8.68539 7.16519 8.92015 6.61367 10.8802 6.33872
threshold=103.48144189910001 42.719328117250008 75.462331263550013 70.206395618550019 42.67709657435001 70.389210771400016 85.791387400750025 47.927946529500012 96.163458868000006 42.141702038450013 86.692020874450009 85.121961326250016 58.167480110400007 0.093325000000000033 38.064633603500006 0.099465000000000012 0.22598000000000004 -0.046635000000000003 -0.22932499999999997 -0.095854999999999996 0.083950000000000011 95.469836670350006 100.15850764985002 64.407391431150018 87.350693116400024 39.458743938000005 62.154463517850012 71.397382570300024 70.727956495850009 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 7 -3 27 11 -11 12 -4 -14 -15 16 17 20 -8 -20 -10 -7 -23 24 25 -13 -27 28 -5 -9
right_child=-2 5 3 8 -6 21 18 29 15 10 -12 23 13 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.017075810783244071 -0.015462310923516348 -0.014649187256057076 0.013949510022098478 -0.018292888654970411 0.01785882050758222 -0.017740746574618872 -0.01112001666108378 0.012917504713087159 -0.0095193932623089447 -0.014770685011078753 0.0071994593293896137 0.015208683148591702 -0.022435856490882911 0.013493370833901326 -0.015497024655344999 -0.0061426293807655781 -0.014234838301342969 0.011423131701261958 0.013958448953845499 0.00024457414080356391 0.0045495778731998613 0.0026569324269660596 -0.017424824998399153 0.0045175622035327125 0.015302894622219605 0.0036892986890108537 0.014156511801845156 -0.018731604263372201 0.0045154459131787478 -0.0055302311827157219
leaf_weight=19.009264752268791 73.463204599916935 32.185393117368221 9.5728082209825498 7.1641146689653459 25.243068240582943 19.057695262134075 6.6744937002658835 8.4901422262191755 11.366085968911646 11.26237089186907 12.361066721379755 21.535878799855709 10.064265280961992 9.5988582223653776 5.3173935562372199 25.355672627687454 5.8943614885210982 34.399870775640011 24.659103155136108 30.056497693061829 39.185803383588791 16.899198286235336 12.9112042337656 87.771011829376221 41.228835269808769 79.418689608573914 22.043204978108406 10.223371103405951 11.62385233491659 7.3771193325519553
leaf_count=253 920 327 23 77 58 218 46 20 69 83 37 46 84 23 32 145 46 92 59 116 144 95 126 289 94 266 52 103 57 34
internal_value=0.000188226 0.00193568 0.00383684 0.00466395 0.00682231 -0.00406451 -0.00114473 -0.00837863 -0.000321503 0.00592412 -0.00327471 0.00668248 -0.0013066 -0.0071529 0.00315878 0.00192234 0.00417332 0.00545056 0.00451756 0.00642511 0.00138631 -0.0106035 -0.00604069 0.00777792 0.00952042 0.00758214 0.00596336 -0.00930897 -0.00418169 0.00434065
internal_weight=731.414 657.951 499.64 480.631 335.417 158.311 109.443 48.0527 145.213 310.174 23.6234 286.551 34.5533 24.9805 14.9163 116.202 90.8461 84.9518 61.3901 54.7156 50.5519 48.8681 29.8104 251.998 164.227 122.998 101.462 29.0113 18.788 15.8673
internal_count=4034 3114 2073 1820 1087 1041 602 381 733 1029 120 909 162 139 55 496 351 305 221 175 213 439 221 747 458 364 318 237 134 54
is_linear=0
shrinkage=0.0145577


Tree=26
num_leaves=31
num_cat=0
split_feature=0 4 0 1 4 1 0 4 0 4 1 2 1 0 4 2 2 2 3 3 3 4 2 2 1 0 2 1 2 4
split_gain=83.0443 30.146 35.2968 21.5107 13.0882 12.7651 17.898 15.7727 12.2395 16.1915 14.9442 11.2971 15.1822 12.4626 9.42888 10.5119 8.36282 8.11481 13.2583 9.35705 7.54273 7.36788 7.12059 10.3879 6.84821 9.85853 6.69608 13.5251 6.12586 5.99741
threshold=104.06483731340002 42.719328117250008 75.462331263550013 66.964115113200009 42.67709657435001 70.389210771400016 85.791387400750025 47.927946529500012 87.170566421650008 41.975471476700008 63.705703859100005 -0.061874999999999999 81.479100559500012 92.313586825200005 39.952536079750011 -0.090495000000000006 -0.0034049999999999996 -0.59502499999999992 0.092650000000000024 0.083950000000000011 0.087555000000000022 43.89540535710001 -0.22932499999999997 -0.095854999999999996 71.504920895500007 100.15850764985002 -0.13734499999999997 83.116371560950014 -0.088224999999999984 47.709122305950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 7 -3 9 10 -4 14 13 -13 15 26 -15 -16 19 -19 -12 24 29 -24 -7 -26 27 -5 -20 -8
right_child=-2 5 3 11 -6 21 22 -9 -10 -11 20 12 -14 16 17 -17 -18 18 28 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.014267814570006329 -0.013238111530837279 -0.011914381132052626 0.0052435644912125134 -0.013293544262251889 0.014706724860723058 -0.016159097808948995 -0.018594413338109943 0.0033820850613719791 0.008546408347145526 -0.0083071766155897123 -0.0025199933283752583 -0.012170642777058666 -0.016858183064227573 0.010706818485633138 0.011630636388038516 -0.015186889590147648 0.0027615093053982814 -0.01024497621707951 -0.017456236533737415 0.0069641891131829604 -0.029760324186481769 -0.012542623641954333 0.011139565240566104 0.00018703926850235347 0.0087286564453356308 -0.013066354073737425 0.0026344550734860419 0.013643487447236792 -0.00013279099054975516 0.0052694944860077302
leaf_weight=17.47073133289814 64.434962011873722 30.348431587219238 129.74635252356529 14.423400856554506 23.522522494196892 4.3547492548823383 3.8389845937490454 15.608150273561476 94.943447351455688 17.472908362746239 3.6283903345465651 6.1400977969169608 5.2234457060694686 34.815484970808029 9.6139855533838254 14.062226265668867 48.435947924852371 6.0100744813680675 8.551161162555216 24.624880425632 2.7189268171787262 28.786644041538239 23.673495456576347 30.045780137181282 9.6255117654800397 4.7340514585375777 18.444119311869148 3.551972769200801 4.9152018874883643 2.7737030759453773
leaf_count=253 879 327 414 106 58 48 37 54 263 116 25 43 52 91 22 118 217 38 60 89 25 333 59 116 35 33 83 9 22 9
internal_value=0.000144394 0.00148732 0.00299093 0.00363131 0.00589079 -0.00328695 -0.000905367 -0.00671927 0.00505633 0.00289857 0.00433726 0.00053969 0.00363296 0.00483033 -0.00226912 -0.00610613 0.00608421 0.0013369 -0.000907105 0.00358803 -0.0141886 -0.00861599 0.00352325 0.0050137 -0.00257599 0.00154329 -0.00259989 -0.00797073 -0.0111332 -0.00858466
internal_weight=706.54 642.105 488.315 470.845 272.033 153.79 106.289 45.9566 248.51 153.567 136.094 198.812 94.615 89.3915 104.197 50.4817 83.2514 53.7153 44.1013 30.635 6.34732 47.501 60.332 53.7193 18.7143 14.3596 36.4195 17.9754 13.4664 6.61269
internal_count=4034 3155 2104 1851 901 1051 602 381 843 580 464 950 403 351 547 316 308 231 209 127 50 449 221 175 116 68 198 115 82 46
is_linear=0
shrinkage=0.0123654


Tree=27
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 4 3 1 1 0 2 4 0 0 2 0 1 4 3 2 1 1 4 4 3 0 2 3 3 4
split_gain=97.7748 37.6753 43.3668 26.4808 25.7102 20.0754 16.0078 13.6426 10.8437 16.0391 10.7726 10.6396 9.12028 12.4165 8.78352 8.371 11.3177 38.4448 7.93293 10.9504 7.84376 13.2665 7.92091 14.0176 10.2421 7.79308 7.20295 11.0401 6.56737 10.362
threshold=102.70985441565001 76.451683855550016 70.206395618550019 95.117648655250022 85.995710218650018 41.872294782850005 -0.10747999999999999 66.590419433100024 68.20618276945001 91.394134144600017 -0.097294999999999993 44.952171034750002 102.31465107045001 97.878695155250014 -0.59502499999999992 90.297243227400017 64.407391431150018 38.625745710700009 -1.0000000180025095e-35 -0.23349 62.095317438950012 62.041548276350007 41.50623664750001 42.824128352900011 0.092465000000000033 94.047642319350018 -0.08854999999999999 0.089305000000000023 0.09062000000000002 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 5 -3 -5 15 9 -9 28 -1 13 -8 -15 16 20 -18 19 -13 21 22 -6 24 -24 -10 -23 -28 29 -7
right_child=-2 2 3 6 7 10 12 8 25 -11 -12 18 -14 14 -16 -17 17 -19 -20 -21 -22 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.012337804823853469 -0.011278719154017068 0.0036539195947035137 -0.010139714000691271 -0.01560461156181352 0.01069271511633928 -0.010724132342789921 0.0039153746859435495 0.0052116266272412854 0.0066885725322328587 -0.014622910647232236 -0.010845605637711911 -0.013772658444499635 0.010800639657044931 0.0066857524953540734 -0.004709170726240706 0.012853780157951871 0.0073008022359576851 -0.027863655267969203 0.012697721044407176 0.0091760404436428949 0.0096590814897655405 0.0074560852440380913 0.0031352782326735809 0.010365208303752479 -0.017771439876966302 -0.0054787677002227607 -0.017123061922458365 0.0029815622113099696 0.0088854313577445675 0.010999796616397283
leaf_weight=28.880331993103027 82.747292026877403 71.503424763679504 40.322156801819801 7.7278209999203673 38.233437746763229 9.6077656894922274 59.596008151769638 9.9005612954497355 39.84081194549799 10.686841569840906 24.943453423678875 7.3491980060935012 11.015761800110338 9.9572706744074804 59.384778715670109 31.085234761238098 16.421972371637825 5.1478154957294455 4.0515495613217345 4.0742176473140708 98.316432550549507 5.7357387393713024 6.565825894474985 13.730828657746313 5.3695742934942245 7.9618595391511908 7.2039706110954267 6.5954570546746254 7.0811706706881514 3.8878768384456626
leaf_count=354 977 252 393 71 88 92 237 30 117 71 208 48 29 31 365 64 44 36 17 16 249 15 22 33 33 40 43 23 27 9
internal_value=0.00021828 0.001677 0.00240598 -0.00207553 0.00441289 -5.64752e-05 0.000126266 0.00614019 0.00172806 -0.00508441 -0.00588478 -0.00831259 0.000994876 0.000157126 -0.0030729 0.00742747 0.00659785 -0.0010915 -0.000800478 -0.00558789 0.00751041 0.00497849 0.00745392 0.00262927 -0.00627037 0.00466202 -0.00311864 -0.00751403 0.000128793 -0.00446582
internal_weight=734.926 652.179 607.824 188.004 419.82 117.024 147.682 302.796 68.3901 20.5874 45.5203 44.3553 139.954 128.938 69.342 234.406 203.321 21.5698 15.475 11.4234 181.751 83.4348 63.8997 25.6662 11.9354 47.8027 19.5352 13.7994 20.5768 13.4956
internal_count=4034 3057 2622 1126 1496 588 733 908 258 101 336 435 662 633 396 650 586 80 81 64 506 257 176 88 55 157 81 66 128 101
is_linear=0
shrinkage=0.0112276


Tree=28
num_leaves=31
num_cat=0
split_feature=0 0 1 4 3 4 1 4 2 2 2 2 4 0 2 1 0 4 3 2 4 1 2 3 1 1 2 2 1 3
split_gain=115.376 45.0252 78.8327 31.1963 20.0969 13.705 12.2935 12.2229 11.7018 15.5324 11.5111 10.7392 9.36496 13.2979 8.86292 14.8438 12.0994 11.2452 9.92558 9.47695 9.30918 12.0646 8.68883 19.6986 8.57553 10.4524 8.17545 8.15856 7.78472 13.0761
threshold=103.48144189910001 85.667718326750006 66.590419433100024 43.680097826700013 0.10184000000000003 48.226196960950006 62.111448187750007 39.952536079750011 -0.14138499999999998 -0.10623499999999998 -0.59681499999999998 0.18145000000000003 41.872294782850005 86.20003303655001 -0.061874999999999999 81.479100559500012 91.937202686950016 39.952536079750011 0.083495000000000028 -0.090495000000000006 42.094663496250007 78.962703749400006 -0.59502499999999992 0.092650000000000024 71.322105742700003 83.116371560950014 -0.026144999999999998 -0.083064999999999986 70.776348742200014 0.086955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 14 5 8 12 -6 -1 -10 -5 -11 26 -14 17 16 -16 19 -19 24 -18 -22 -20 28 -4 -26 -3 -15 29 -24
right_child=-2 2 3 10 7 -7 -8 -9 9 11 -12 -13 13 27 15 -17 20 18 22 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.012052825133946864 -0.011221223651073812 0.0037596620323535578 0.003919730658988008 0.0099649355450190241 0.0095876289222557257 0.0029254926533947502 0.0083705169686694135 -0.0071334690655776231 0.0077737775002054074 -0.0094751069323222338 -0.0098901186662603592 0.0052390192776971718 -0.0083590774939878484 0.0090379134565341593 -0.0085155652015872427 -0.014074801622654374 0.0058373595915888659 -0.0087010355806099882 0.011023208078769629 -0.011905459611406684 -0.012008483587603 0.010676385662821426 0.0099892726149338647 -0.0083788371593829531 -0.0095325827722062516 0.0071996393811505945 0.010263709112436889 -0.0023094652549673737 0.008310240295211874 -0.016214517849631675
leaf_weight=35.34387881308794 80.535703502595425 57.844921439886093 14.540651015937327 3.2525517642498007 15.750594437122347 15.149620100855826 165.31778755784035 6.3764124438166609 8.9619569554924947 32.243634432554245 44.63993576169014 6.128959208726882 13.067046314477919 15.345408380031587 7.8934809118509284 5.202735409140586 79.924683354794979 8.8513473123311979 11.036675468087195 14.523988358676432 7.1062740758061391 3.7023128122091293 3.8994810730218878 15.698101140558718 18.565412268042568 4.8991861194372168 30.722619205713272 11.514890819787977 24.823213934898376 4.0109957084059715
leaf_count=365 920 177 49 9 36 53 424 43 30 292 413 23 85 37 51 47 260 54 23 114 50 9 10 95 133 14 68 47 70 33
internal_value=0.000316588 0.00167045 0.00287151 -0.0010753 -0.00400052 -0.00598404 0.00653297 0.00476906 -0.00761659 -0.00430413 -0.00854169 -0.00712493 0.00416884 7.185e-05 0.00051624 0.00269958 0.00358446 -0.00135961 0.00136586 -0.00490438 0.00463712 -0.00423814 0.00286423 0.00100495 -0.00222886 -0.00603905 0.00601581 0.00417334 0.00550514 -0.00329732
internal_weight=766.874 686.339 566.384 272.571 119.955 97.828 293.813 22.127 82.6784 47.3346 47.8925 38.3726 128.495 39.9273 224.679 103.829 98.6268 120.849 68.3198 52.5292 90.7333 10.8086 59.4685 48.4318 38.0052 23.4646 88.5675 26.8603 32.7337 7.91048
internal_count=4034 3114 2272 1434 842 763 838 79 710 345 422 315 414 169 1012 417 370 595 285 310 319 59 231 208 196 147 245 84 113 43
is_linear=0
shrinkage=0.0101895


Tree=29
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 4 3 1 4 2 3 4 1 2 2 3 3 0 1 4 2 1 1 2 3 2 4 3 4 4
split_gain=81.28 29.1805 38.2143 21.7075 20.4813 15.0243 14.4324 11.3246 10.1117 9.55854 9.02096 8.58569 8.46285 12.1025 9.94508 8.99294 9.53528 8.19525 9.05072 30.3735 7.90628 7.54207 11.9398 7.41812 7.07606 10.8847 7.02358 9.5952 6.98119 12.4587
threshold=104.06483731340002 76.451683855550016 70.206395618550019 95.117648655250022 85.995710218650018 41.872294782850005 -0.10747999999999999 66.590419433100024 44.952171034750002 -0.097294999999999993 0.12535000000000004 40.377444152000002 81.479100559500012 -0.16182999999999997 -0.048954999999999992 0.083495000000000028 0.088655000000000025 90.407470010750018 64.407391431150018 38.625745710700009 -0.59502499999999992 62.095317438950012 62.041548276350007 0.22598000000000004 -1.0000000180025095e-35 -0.23349 42.094663496250007 0.08376500000000002 41.50623664750001 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 5 -3 -5 17 -1 -7 12 -9 14 -14 15 -8 -17 18 21 -20 -18 22 28 26 25 -10 -16 -28 -6 -30
right_child=-2 2 3 6 7 9 10 11 24 -11 -12 -13 13 -15 23 16 20 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.016852116345062288 -0.016862778798609219 0.0044674907694855666 -0.013687660459697255 -0.02111329656612667 0.014088947125563358 0.0007056833471828823 -0.011465522977999581 0.0057022964067643704 -0.018686096989902898 -0.014155180143091145 -0.021970405495100067 -0.0069027156652880827 0.0094371884189573558 -0.018364509348395834 0.014233372287859787 0.011242919049697557 0.011988946177757701 0.017978309881462956 0.009964368468814962 -0.03088351726776958 -0.0056470200901469056 0.012793704791174185 -0.0046990577936739438 -0.0083512256141309617 0.017677555772567535 0.013703422479952498 0.013768356609081123 -0.014533123677473619 -0.0085678975791373888 0.013791223006474188
leaf_weight=26.234028205275536 63.251618206501007 70.524987176060677 37.828935697674751 7.9499578326940528 35.867287181317806 20.034653142094612 15.622403167188166 48.125203385949135 7.2125986516475669 23.705725222826004 4.2440907880663863 18.872218549251556 5.9628298729658153 11.511310018599032 33.137220866978168 19.178618773818016 7.8846080079674712 25.766662530601025 17.475185215473179 6.1823261305689803 33.353396952152252 93.338948369026184 19.262412942945957 5.9452362284064284 3.9312896952033034 4.072619065642356 6.2255478501319867 5.8099155277013779 11.883475184440615 13.192579805850981
leaf_count=354 879 252 393 81 88 128 120 159 48 208 39 99 20 117 89 62 22 55 48 39 184 251 81 39 17 16 18 40 55 33
internal_value=0.000265959 0.00195791 0.00284744 -0.00291821 0.00562384 -5.55808e-05 -0.000320435 0.0078619 -0.0108942 -0.00734837 0.000789907 0.00215164 0.00145779 -0.00887753 0.00287809 -0.000753751 0.00201608 0.00957771 0.00848008 -0.000710252 -0.00227507 0.0097329 0.00617091 0.00828054 -0.00062241 -0.00699734 0.0104695 0.000106298 0.00960659 0.0031953
internal_weight=703.588 640.336 598.886 194.654 404.232 114.265 156.825 289.966 41.4505 43.7404 148.875 66.9974 144.631 17.4741 127.157 76.039 60.4166 222.969 197.202 23.6575 41.238 173.545 80.2058 51.1179 15.2165 11.2852 45.1727 12.0355 60.9433 25.0761
internal_count=4034 3155 2720 1224 1496 588 831 908 435 336 750 258 711 137 574 388 268 650 595 87 206 508 257 186 81 64 147 58 176 88
is_linear=0
shrinkage=0.0158389


Tree=30
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 1 4 3 1 0 2 2 1 0 4 1 3 1 4 2 0 0 1 1 0 4 3 4 1 1
split_gain=71.3578 25.8527 30.3276 18.7413 15.2085 13.381 11.0928 13.5237 10.3515 13.2944 11.8738 8.9612 8.04239 11.3411 10.1644 11.2352 9.76757 10.1497 7.47718 8.05587 8.23491 7.12684 10.7319 6.741 8.55421 6.68363 6.63464 6.39016 9.06962 6.34426
threshold=104.06483731340002 42.779078631750004 75.462331263550013 64.407391431150018 65.29995953045001 62.111448187750007 41.919251152600005 0.093580000000000024 70.389210771400016 86.20003303655001 -0.095854999999999996 -0.026144999999999998 70.206395618550019 96.163458868000006 38.244973486750006 73.037342029850024 0.092505000000000018 81.320481529800006 37.038444968100009 -0.14138499999999998 85.791387400750025 86.643628628100018 62.240494178000013 78.285212300550015 97.225399829550014 43.89540535710001 0.07870000000000002 43.018222997350009 66.590419433100024 71.397382570300024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 11 -8 9 10 -3 18 -6 29 15 -15 17 26 -4 20 -20 22 -7 24 -18 -10 -16 -11 -29 -14
right_child=-2 8 3 4 12 21 7 -9 25 27 -12 -13 13 14 16 -17 23 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.014528243099304131 -0.013334798619503402 -0.0012157611354357166 0.012459258725892524 -0.018462388164519207 0.0045859284609443551 0.010449802946617326 0.0019817148907054624 -0.019969059645519635 -0.0023143491384861729 -0.0064279533508917845 -0.014425383444333412 0.010291044551038731 -0.003277449661488237 0.009781902730173023 -0.0020446613971071255 -0.010695462376022908 0.0085184292710927742 -0.010107547153702648 -0.022725986715803552 0.0027809316715900236 0.0031552720495655398 0.01221092660536236 -0.0075020317771007919 0.0041493160069577947 -0.012812201222281477 -0.012498507876636139 0.010205851513025933 0.0098764916801678572 -0.0034912070303424209 -0.016140167087418458
leaf_weight=15.865236133337019 58.48389557749033 33.523518830537796 11.25268319249153 6.4485463574528685 85.994065344333649 15.225207887589933 14.879286937415602 6.6760679110884658 17.514492452144623 8.312325641512869 16.757716752588749 38.177065081894398 18.300067968666557 5.7438798993825939 8.6759443283081037 18.793419443070889 4.0392066240310731 5.4825663715600959 4.3774130865931493 61.867262542247772 3.745877668261528 64.590264678001404 8.531709246337412 14.229762710630892 13.093219436705111 26.726186849176884 44.436029978096485 28.152749955654144 11.837498247623442 9.5982410535216314
leaf_count=255 879 219 27 49 282 43 77 56 110 38 181 100 137 17 42 153 13 43 32 206 12 170 53 56 85 333 119 75 67 105
internal_value=0.000198068 0.00146877 0.00289277 0.00348823 0.000943835 0.00609378 0.00364347 -0.00481682 -0.00331717 -0.00100626 -0.00561826 0.00517055 0.00149177 -0.000376858 0.00140822 -0.00590196 0.00340221 0.00649127 0.00276438 0.00120569 -0.0107914 0.0100037 0.00400285 -0.00236914 -0.00778321 -0.00846669 0.00820471 0.00379466 0.00591952 -0.00770279
internal_weight=681.331 622.848 480.023 464.158 234.835 229.323 140.976 21.5554 142.824 98.5838 50.2812 119.42 228.386 142.392 114.494 24.5373 89.9567 58.5945 81.2432 69.9906 8.12329 88.3472 23.7569 31.3622 17.1324 44.2407 53.112 48.3026 39.9902 27.8983
internal_count=4034 3155 2132 1877 1101 776 510 133 1023 580 400 377 1052 770 528 170 358 204 277 250 44 266 96 154 98 443 161 180 142 242
is_linear=0
shrinkage=0.0128137


Tree=31
num_leaves=31
num_cat=0
split_feature=0 0 1 4 2 1 3 3 1 1 3 1 0 3 3 4 2 1 0 4 2 4 0 3 2 3 3 4 2 3
split_gain=91.3462 34.0257 57.6204 24.827 15.3598 14.0307 17.0308 11.8199 10.8698 10.8035 10.4322 8.83146 7.43737 8.53013 8.92595 7.23811 7.00515 12.9255 10.6496 9.62845 9.29427 8.84092 11.302 8.53822 7.08169 16.3762 7.17775 6.99055 9.41361 11.7147
threshold=103.48144189910001 85.667718326750006 66.590419433100024 43.680097826700013 -0.58994000000000002 61.982402197500001 1.0000000180025095e-35 0.078905000000000017 60.613977009100005 62.111448187750007 0.09180000000000002 58.167480110400007 71.131225215400022 -0.15572 -0.25095999999999996 39.664548207900005 -0.061874999999999999 81.479100559500012 91.937202686950016 39.952536079750011 -0.090495000000000006 42.094663496250007 101.86567856270001 0.083495000000000028 -0.59502499999999992 0.092650000000000024 0.10335500000000002 41.289992964000007 -0.083424999999999985 0.083495000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 16 -1 6 12 -8 11 27 -5 -9 -6 14 -14 -10 19 18 -18 20 -4 -20 -23 -21 -25 -26 -27 -3 -29 -30
right_child=-2 2 3 10 5 -7 7 8 15 -11 -12 -13 13 -15 -16 -17 17 -19 21 23 -22 22 -24 24 25 26 -28 28 29 -31
leaf_value=0.015113507167708991 -0.013141364450001814 0.0073525273659199681 -0.0023346254463084879 -0.011825137409606667 -0.016061526208083363 -0.013510361135293475 0.017780635325965407 0.00053988759262535489 0.011274447506005991 0.0091518940603036083 0.0066584332495170226 -0.017608088063263621 -0.0056261743485514588 -0.013547581076754786 0.01496074567221576 -0.0060315001556138234 -0.0098842322335508607 -0.016721250198551609 0.0066795339878472247 -0.0098919659526673 -0.014321617748571151 -0.014570308488923574 0.012949475015244962 0.012574148460237701 0.0063706697259362363 -0.016247744967046202 0.0011875092992324897 0.0062379812257777169 0.0082482605928443156 -0.0080207059215743129
leaf_weight=5.8804920241236678 71.542702220380306 57.983429618179798 36.829644612967968 39.64597387611866 14.382876582443712 26.274015232920647 6.6383828595280638 9.3131262212991732 13.043304681777956 155.04266608506441 5.3969784379005423 7.5559478029608718 9.7471693456172925 10.216816879808905 4.9352235198020926 5.2822792530059806 7.9083387926220885 4.9329184964299193 77.589711502194405 8.7280660048127157 13.845532625913618 7.0508266985416395 3.4612327814102173 10.56508384644985 31.894816316664219 9.2363418042659742 6.0986174643039694 31.89287481456995 9.7430340796709043 23.475506499409676
leaf_count=16 920 161 196 398 175 275 15 53 34 424 24 59 69 97 13 36 51 47 260 54 114 51 8 23 113 67 28 103 27 123
internal_value=0.000239918 0.00170241 0.00300319 -0.00118011 -0.00451412 -0.0055889 -0.00302306 0.00251507 -0.00036431 0.00696159 -0.00961046 -0.0075889 -0.00892083 -0.00479605 0.00129375 0.00628607 0.000560638 0.00296899 0.00398066 -0.00151368 -0.00560973 0.00522522 -0.00550906 0.00160656 0.00334304 0.00127809 -0.00931385 0.00420281 0.00139791 -0.003249
internal_weight=726.134 654.591 541.322 263.184 113.27 107.389 81.1151 41.833 35.1947 278.138 45.043 16.8691 39.2821 24.8992 14.6824 18.3256 218.141 100.943 96.0101 117.198 50.6752 88.1018 10.5121 66.5229 57.7949 47.2298 15.335 123.095 65.1114 33.2185
internal_count=4034 3114 2272 1434 842 826 551 197 182 838 422 112 354 179 82 70 1012 417 370 595 310 319 59 285 231 208 95 414 253 150
is_linear=0
shrinkage=0.0124726


Tree=32
num_leaves=31
num_cat=0
split_feature=0 4 0 1 4 4 3 1 3 0 3 4 0 2 0 1 4 2 0 1 4 4 1 3 4 1 2 4 0 1
split_gain=66.659 23.2706 28.1547 17.1969 12.8532 11.7109 10.3658 12.0021 14.9119 15.5319 8.67988 9.12981 8.06341 8.05454 7.87071 14.1899 8.46918 11.7892 7.48879 11.3737 7.39223 6.81035 6.40001 6.15099 11.341 6.06434 5.96508 5.68224 8.41951 5.37085
threshold=104.06483731340002 42.719328117250008 75.462331263550013 70.171445662850019 42.67709657435001 38.244973486750006 1.0000000180025095e-35 70.389210771400016 0.080770000000000022 85.995710218650018 -0.15572 48.226196960950006 101.72856719805002 -0.167075 85.705356740550016 62.052302108850007 38.064633603500006 -0.14138499999999998 79.532656873050016 61.622148808000013 43.933728833200007 42.434124620650003 71.504920895500007 0.091645000000000018 43.572676689450006 62.041548276350007 -0.079634999999999997 42.198888176300009 87.48511602295001 64.407391431150018
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -5 10 8 -8 23 11 -3 21 -9 15 16 -4 -18 -19 -20 22 -7 -15 -10 -25 -11 -14 29 -29 -16
right_child=-2 6 3 5 -6 12 7 13 9 25 -12 -13 26 20 27 -17 17 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.018316081454394145 -0.016723471598564917 -0.015396364175159261 0.012144665183783102 -0.0089089412565796673 0.01866999137015982 0.0011882772119707391 0.016494922979925563 0.0084771601892298012 -0.020337017022616147 0.013943273689289059 -0.022718283999501342 0.0055805496637370243 -0.0030267756938882977 -0.020866240359900146 0.0095505634577405345 -0.022207807028951403 -0.026085731384533333 0.017186850285321898 -0.024607767967680987 0.0043336490420148267 -0.019069516551999198 -0.015976460778134315 0.0036606334856538053 -0.021149597291189415 0.018358737854877492 0.00016555624134679557 0.015498298829759454 -0.015849952107210824 0.0072871524803711516 0.0042498526439921185
leaf_weight=15.049440890550612 56.079533837735653 11.761632688343527 17.364315956830978 32.634704884141684 21.225566200911999 81.625941097736359 15.523507177829741 5.9199321046471587 12.152462035417559 12.373371742665766 12.174290113151072 10.282842867076395 6.248813301324847 3.9206050187349346 135.37390242516994 6.6838403791189185 4.5966833755373981 6.5563968122005489 4.8010050356388119 14.241582341492174 17.951891392469406 6.6069317460060111 9.9595355018973333 3.9129720553755751 3.7743653282523155 26.624996095895767 17.378977745771408 7.0144671201705959 10.215575791895388 80.661756001412868
leaf_count=253 879 137 47 244 58 408 46 33 138 31 136 40 31 46 400 69 36 15 32 60 246 42 44 40 12 102 53 49 32 275
internal_value=0.000247928 0.00179646 0.00356523 0.0042918 0.00645876 -0.000338218 -0.0038638 -0.00147277 0.00231816 -0.00142215 -0.0116977 -0.0056115 0.00216224 -0.00893993 0.00555725 -2.20794e-05 0.00309579 -0.00210785 0.00219774 -0.00296304 -0.0121791 -9.70289e-05 -0.00326726 -0.0131357 -0.00175161 0.00453694 0.010599 0.00685468 -0.00213212 0.00757142
internal_weight=670.692 614.612 468.28 453.23 308.735 144.495 146.332 112.114 74.3617 58.8382 34.2188 22.0445 111.861 37.752 287.51 54.2438 47.56 30.1957 25.599 19.0426 31.832 88.2329 13.8801 19.8398 7.68734 38.9984 23.6278 233.266 17.23 216.036
internal_count=4034 3155 2104 1851 1073 778 1051 738 369 323 313 177 534 369 1015 259 190 143 107 92 336 450 90 190 52 133 84 756 81 675
is_linear=0
shrinkage=0.0162611


Tree=33
num_leaves=31
num_cat=0
split_feature=1 4 0 1 0 2 2 3 0 1 3 0 0 2 4 0 1 0 0 2 2 3 2 1 1 4 4 4 2 4
split_gain=59.7948 20.8826 24.6103 15.1308 10.9212 11.5587 11.3888 10.2391 10.128 8.93483 12.8612 8.08643 12.9878 7.63438 15.4839 9.50594 8.19575 12.9279 9.28365 7.57056 10.7727 8.63777 7.39711 11.6827 11.143 9.7508 14.0939 9.81598 7.7937 7.54033
threshold=83.740093847200015 42.779078631750004 75.462331263550013 66.964115113200009 100.15850764985002 -0.5775499999999999 -0.23783499999999999 0.13377000000000003 85.121961326250016 58.167480110400007 0.09062000000000002 91.937202686950016 90.633300493650012 -0.122165 49.122847560300009 85.791387400750025 66.590419433100024 95.620390325650007 90.407470010750018 -0.078649999999999984 -0.08262499999999999 0.080135000000000026 -0.059424999999999999 81.479100559500012 82.457699319000014 39.952536079750011 35.171584490050009 38.244973486750006 -0.0034049999999999996 39.184300550350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -3 -7 11 9 -4 -11 12 -5 14 -8 -15 18 -18 -17 20 -10 -21 24 28 25 26 -13 -28 -24 -29
right_child=-2 4 3 7 -6 6 13 -9 19 10 -12 22 -14 15 -16 16 17 -19 -20 21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.011902388679658104 -0.011657789036627076 0.012616551936309622 0.0075575463319873335 0.0047056405389177625 -0.011655162727425009 -0.011158897270604838 0.0073419111713325181 -0.015879646550274146 0.0037678966710486613 -0.015473067475212161 0.00098026340105645204 0.0066790872274787045 -0.019072390746194073 -0.010800470389448801 -0.0078449450036521505 -0.001060205006823411 -0.013797454838238179 0.0027370170366003278 0.012373040312578673 0.010338935171178364 -0.0098180542519560286 0.0046756953865472713 0.0086481140082975971 -0.012839635587389348 0.012099425037556722 0.0013240929696704822 -0.016097486118177403 0.0023107445166455709 0.001806258926146461 -0.011432790823776779
leaf_weight=13.890345335006712 45.633606281131506 6.2012883350253096 9.5134606808423978 4.7702318727970106 13.759585544466971 14.731068700551985 25.734229914844036 4.3662546351552001 80.80702518671751 8.2855913639068621 15.781268663704394 8.2326370291411859 5.8468263670802116 14.868805322796105 10.941805079579352 22.187102727591995 11.630691163241865 10.107306428253649 8.006530895829199 47.63407588750124 7.2754240557551375 87.148912206292152 31.305397890508175 4.7128424048423758 7.086571939289569 49.748099744319916 13.128835059702398 9.9555286839604396 48.596971929073334 8.4318052791058999
leaf_count=255 757 17 28 22 176 189 87 44 275 80 72 40 45 184 99 88 151 50 17 135 41 290 86 63 33 236 131 48 228 67
internal_value=0.000146163 0.00103697 0.00211848 0.00254876 -0.00261472 -0.00161484 -0.00236144 0.000313306 0.00425889 -0.00121605 -0.00468419 0.000681903 -0.00838895 -0.00110902 0.00281112 -0.00326132 -0.00110275 -0.00610958 0.00250193 0.00508383 0.00264573 0.00667716 0.0012134 0.00352183 -0.000808985 -0.0018311 -0.00578003 -0.00903459 0.00448687 -0.00399157
internal_weight=650.32 604.687 466.518 452.628 138.168 124.409 118.208 196.182 256.446 33.5803 24.0669 191.816 10.6171 103.476 36.676 66.8004 51.9316 21.738 30.1936 222.865 88.0824 134.783 181.199 84.6152 96.5835 89.4969 39.7488 31.5162 79.9024 18.3873
internal_count=4034 3277 2219 1964 1058 882 865 1043 921 180 152 999 67 676 186 490 306 201 105 741 316 425 932 377 555 522 286 246 314 115
is_linear=0
shrinkage=0.0106939


Tree=34
num_leaves=31
num_cat=0
split_feature=1 3 1 3 4 0 2 4 0 0 1 4 2 3 2 0 4 4 2 4 2 2 3 2 3 2 1 4 0 3
split_gain=52.7671 18.3151 17.7808 21.1272 12.173 14.834 10.5216 13.4128 12.9012 10.3699 26.6314 9.42581 11.9677 9.60018 6.5186 6.46445 11.739 6.50475 7.39439 10.8653 7.29107 7.51246 10.1323 10.9583 12.8086 7.4124 18.5541 6.06967 5.81265 5.73153
threshold=83.740093847200015 1.0000000180025095e-35 66.964115113200009 0.080135000000000026 38.625745710700009 85.667718326750006 -0.080019999999999994 41.770271989050009 96.959242474650011 90.297243227400017 64.02831883475001 43.933728833200007 -0.16276499999999997 0.13377000000000003 -0.078504999999999991 91.937202686950016 37.903039192800001 38.748048509250005 -0.041369999999999997 35.050303764500008 0.22598000000000004 -0.079634999999999997 0.083495000000000028 -0.59502499999999992 0.093735000000000027 -0.11963999999999998 75.408562100950022 37.73036952315001 94.604153152350008 0.085335000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 -6 27 8 -8 10 -7 13 -13 15 -9 16 -4 18 19 -17 21 22 -19 -24 25 -25 29 -1 -21 -27
right_child=-2 2 11 4 5 9 7 14 -10 -11 -12 12 -14 -15 -16 17 -18 20 -20 28 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.018349507190648991 -0.015019567255834896 0.013603931829840691 0.0094766081637695457 0.009578249666461475 -0.0074166458410122585 0.0033593162000000601 0.008224765014853393 0.012043255056864249 -0.015747094122898309 0.013534112480588013 -0.024596478591824528 0.0061294498624919515 -0.014647055412856243 -0.020248708613676336 -0.018318021279049222 0.0064343534249738862 -0.021382109902598121 -0.01749494169426553 0.0039942763552870139 -0.02861928014654435 -0.012935643042384334 0.0074174488617691726 0.014212562074207416 0.013445495736436698 -0.013078428982229407 0.0036739357774827697 0.011739680028906643 -0.0062364064428287536 -0.0095762775803324464 -0.017066994353953865
leaf_weight=10.071726556867359 41.997481007128954 44.162221737205982 3.8727998062968236 44.91234016045928 30.994662541896105 132.19468470662832 30.310831859707832 1.6575504541397084 5.170095305889844 17.038224279880524 7.0619726330041876 7.7246154099702862 18.557816043496132 4.3163041807711116 8.6575194075703603 7.2507271617651012 6.4883322827517986 5.6062850207090369 16.646075457334518 4.0833606794476536 5.3556728810071936 59.095674563199282 12.018637433648101 10.407553918659678 12.366429112851618 3.5183759406209161 12.65242327749729 42.39173611626029 13.846024628728626 10.27820275723934
leaf_count=148 757 144 11 151 264 484 116 4 56 42 44 41 279 46 128 33 57 44 78 34 46 232 27 30 89 15 38 371 121 104
internal_value=0.000169938 0.00125353 0.00236087 0.00471142 0.00302016 0.00144752 -0.00427363 0.000638902 0.00473171 0.00320536 0.00194162 -0.000673456 -0.00854068 0.000427537 -0.0134392 0.000913921 -0.00984769 0.00155798 -0.00325905 -0.00805407 0.00309247 0.00377406 0.00055318 0.00220537 -0.00072639 0.00341807 -0.00052767 -0.00856183 -0.0139133 -0.0117777
internal_weight=630.706 588.709 490.449 276.364 232.202 187.29 98.2595 45.796 35.4809 156.295 139.257 214.085 26.2824 187.803 10.3151 183.487 10.3611 173.125 41.8262 25.1801 131.299 125.944 66.8479 61.2416 49.223 36.8566 26.449 52.4635 17.9294 13.7966
internal_count=4034 3277 2454 1129 985 834 823 304 172 570 528 1325 320 1005 132 959 68 891 266 188 625 579 347 303 276 187 157 519 155 119
is_linear=0
shrinkage=0.0140261


Tree=35
num_leaves=31
num_cat=0
split_feature=1 3 1 3 4 4 2 1 4 0 2 1 1 0 3 3 3 3 2 2 3 1 3 3 4 4 4 2 3 0
split_gain=46.6248 15.303 15.2016 18.055 11.5352 11.4946 16.1037 10.9335 12.7784 9.87897 8.18647 13.5664 7.69275 7.41781 8.65199 11.2819 15.031 9.91397 7.89907 7.54992 7.30326 7.02901 8.20412 6.28569 5.66868 5.17474 10.0849 5.05229 4.47531 4.16593
threshold=83.740093847200015 1.0000000180025095e-35 64.407391431150018 0.079805000000000029 43.933728833200007 47.709122305950011 -0.16276499999999997 60.613977009100005 38.625745710700009 71.131225215400022 -0.080019999999999994 71.397382570300024 58.167480110400007 89.705782438650019 0.085820000000000021 0.087795000000000026 0.09013000000000003 0.084360000000000018 -0.093879999999999991 -0.055334999999999995 0.08883000000000002 58.613764160050003 -0.18112999999999999 -0.15572 40.720231579350006 37.73036952315001 40.316494640950005 -0.046635000000000003 0.082535000000000011 86.329079026800017
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 -7 12 -9 -1 21 24 -5 14 17 -16 18 19 -17 28 -20 23 -23 -11 -12 -24 -27 -26 -10 -18
right_child=-2 2 4 7 5 6 -8 8 13 10 11 -13 -14 -15 15 16 29 -19 20 -21 -22 22 25 -25 27 26 -28 -29 -30 -31
leaf_value=-0.020796855422618509 -0.017896260766764795 0.016640817228423019 0.001106869803369907 0.00066323075163863426 -0.020526613288523867 0.019942206317971528 -0.015137493671225008 0.016330134169916251 -0.024278437820158927 0.0097417305261690481 0.014109865130334931 -0.014434476157107761 -0.023923623790821219 0.020776663918322374 0.014054443600346479 0.0035781444463797406 0.00048179350450534359 -0.029050267501290326 -0.038877932581730862 0.017375292886973929 -0.0091720402545215577 -0.022520442626748832 -0.025595037088816275 -0.015272215126725847 0.01206365456788302 0.021433855169431228 -0.0094199490920337074 -0.010869696033877633 0.0017033868800009847 0.0078234131994143301
leaf_weight=10.002588238567112 38.631014626473188 37.253731958568096 218.9286363683641 8.261868339031933 15.203596521168949 6.7694053910672656 8.5797275342047197 24.316457126289606 3.6896308809518823 9.6772151663899404 18.751712776720527 10.067574359476565 6.634383935481309 6.5380226373672476 24.881424736231565 4.4862338081002227 48.515061970800161 5.0711053796112529 4.7038699910044652 4.2937923036515722 4.8713895790278912 13.220898061990736 2.9521966315805974 4.150690332055091 4.8352304622530937 4.2077621072530738 11.261568609625099 6.5274139270186406 3.9898872338235378 41.43704792112112
leaf_count=175 757 128 1141 53 233 23 127 71 26 39 51 99 59 15 82 17 213 38 37 12 30 142 46 49 15 10 141 56 18 131
internal_value=0.00018638 0.0014032 0.0026446 0.00580873 -0.000259064 -0.0100468 0.000333655 0.00370358 0.0048824 -0.00480575 -0.00293829 0.00265402 -0.0102871 0.00305677 0.00226292 0.00376852 0.00130799 -0.00912282 -0.0150414 -0.000682873 -0.0237651 -0.00788018 -0.0122998 0.00223335 0.0083669 -0.00496465 -0.00102751 -0.0011107 -0.0107796 0.00386376
internal_weight=612.711 574.08 478.425 228.944 249.481 30.5527 15.3491 191.69 176.794 95.6549 85.6523 40.1819 14.8963 152.477 145.939 128.895 104.014 17.0444 14.0615 11.9733 9.57526 45.4703 31.6424 13.8279 30.1144 18.4215 15.4693 11.3626 7.67952 89.9521
internal_count=4034 3277 2454 930 1524 383 150 802 690 823 648 221 112 619 604 510 428 94 84 56 67 427 339 88 122 197 151 71 44 344
is_linear=0
shrinkage=0.0170045


Tree=36
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 3 0 3 4 0 0 3 3 1 1 2 2 2 4 0 2 3 2 3 1 0 0 0 1 3
split_gain=54.4288 19.2855 30.4751 13.6774 11.4542 13.2345 9.73075 8.64553 7.14888 6.88559 6.11754 6.96593 6.06167 12.7429 6.51714 6.04797 13.2301 11.5348 9.50489 8.58722 8.51025 7.88263 7.78667 8.48411 5.8881 5.83897 12.9046 9.79739 8.30143 7.34495
threshold=102.70985441565001 85.667718326750006 66.590419433100024 43.680097826700013 61.982402197500001 1.0000000180025095e-35 90.297243227400017 0.087905000000000025 47.927946529500012 102.31465107045001 71.131225215400022 -0.11012 0.078905000000000017 60.613977009100005 58.167480110400007 -0.079634999999999997 -0.08262499999999999 -0.077085000000000001 41.319407281650008 86.89903215050002 -0.0034049999999999996 0.085335000000000022 -0.06828999999999999 0.10608500000000003 58.613764160050003 91.937202686950016 90.767723400200012 94.047642319350018 70.727956495850009 0.12535000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 9 5 10 15 -5 -9 25 -1 24 -7 14 -14 16 21 -17 -19 -18 22 -3 -20 -24 -12 26 -4 -27 -29 -30
right_child=-2 2 3 7 -6 12 -8 8 -10 -11 11 -13 13 -15 -16 17 19 18 20 -21 -22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=-0.015438045872330922 -0.011256561630552641 -0.0032204639516119041 0.0027449009135651543 -0.011575944689600867 -0.01158361274717948 0.015766447511606059 0.013026021228441067 -0.0078703965557205182 0.015588927173824761 0.011073635907425801 0.0052414007772261023 -0.015302439477787297 0.00010032674266013 0.0081809244757302946 -0.016556053403667378 0.014509424274489665 -0.0024898594890124604 0.0076832740527649265 -0.010981528588233902 -0.026601839819072721 -0.01657785142603339 0.0060263519686272965 0.0096846988078733206 -0.0078369198678784752 -0.012912843930013582 0.0062212510564351956 -0.021929276320878138 -0.010468999411416935 0.00062749020695273313 -0.01714024563000734
leaf_weight=10.456217166036366 60.503912262618542 19.147074691951275 8.001383498311041 27.190633114427328 23.028955157846212 5.6643490567803374 26.091781258583069 4.4991136156022531 4.0055926516652107 9.6109549030661565 12.066870015114544 5.9903272874653366 8.8091862536966783 20.467011988162994 6.7822367176413527 24.566284418106079 6.7263186573982221 62.431373059749603 6.1183896437287357 3.7542335093021393 4.7338088750839225 70.090651042759418 17.556771561503414 6.0654221773147574 3.8423929065465918 39.529157176613808 6.0889833495020858 13.607018418610094 117.24274694919586 3.9223269969224921
leaf_count=175 977 88 32 365 280 15 64 33 13 27 66 64 55 78 60 72 31 187 34 26 29 223 52 32 49 128 50 104 586 39
internal_value=0.000269253 0.00147557 0.00252377 -0.000783285 -0.00371624 -0.0012705 0.00564916 -0.00806055 0.0031786 0.000528641 -0.00740081 -0.00356333 0.00348353 0.00155403 -0.00714516 0.00477898 0.00244801 0.0066925 0.00471086 -0.011127 -0.00067203 0.00404233 0.0018597 0.00518571 0.000856802 -9.32113e-06 -0.00791775 0.00062999 -0.00100995 5.23173e-05
internal_weight=638.591 578.088 480.98 233.698 97.1075 74.0786 247.282 35.6953 8.50471 198.003 32.3558 21.8996 41.7228 36.0584 15.5914 221.19 99.7183 121.472 96.9058 10.4806 34.4744 89.2377 29.7406 23.6222 15.9093 188.392 14.0904 174.301 134.772 121.165
internal_count=4034 3057 2215 1377 842 562 838 411 46 966 354 179 208 193 115 774 368 406 334 57 147 311 118 84 115 939 82 857 729 625
is_linear=0
shrinkage=0.0127721


Tree=37
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 4 3 4 4 3 1 1 2 2 4 0 1 4 3 3 1 4 3 0 3 2 4 2 1 4
split_gain=76.3701 27.1566 36.9841 24.2941 20.1927 16.4118 13.3505 9.34854 8.83231 8.79728 8.52833 7.93917 10.9915 9.64219 8.37812 7.62094 8.27718 29.286 7.3076 6.98897 6.61294 7.16476 6.57738 7.81254 7.25032 11.5376 9.05871 6.3654 6.11671 10.1454
threshold=103.48144189910001 76.451683855550016 70.206395618550019 95.117648655250022 85.995710218650018 41.942745071500006 -0.10747999999999999 44.952171034750002 47.927946529500012 0.12535000000000004 66.590419433100024 81.479100559500012 -0.16182999999999997 -0.048954999999999992 39.952536079750011 90.297243227400017 64.407391431150018 38.625745710700009 0.093325000000000033 0.10249000000000003 67.192634054300015 36.364346611650006 0.083495000000000028 98.674478761850011 0.08883000000000002 -0.59502499999999992 41.178189531300006 1.0000000180025095e-35 62.095317438950012 41.289992964000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 5 -3 -5 19 -7 11 15 13 -13 14 -8 16 28 -18 20 -1 -12 -22 23 -16 -24 -26 -27 -23 29 -6
right_child=-2 2 3 6 10 8 9 -9 -10 -11 18 12 -14 -15 22 -17 17 -19 -20 -21 21 27 24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0099124564422727428 -0.0085936698774177062 0.0025119671927289291 -0.0074593378822893621 -0.011234445408078178 0.0064557659507353945 -0.0054710918769352414 -0.0045245590247816004 -0.00037397740031591936 0.0080521245369328098 -0.011601028783506927 -0.0098534583142559709 0.0047761849067903192 -0.0096529181256625966 0.0045997171407656072 0.0038049142255994271 0.0091545921098883445 0.005327767187857952 -0.017232938048157488 0.0052980061006413738 0.010005584954047403 0.0079709085588023122 0.00096419525459819511 0.0074461408842277322 -0.011901335194178245 0.0096672468905554167 0.0024711790965698814 -0.0089118721668568681 -0.0082412031796576472 0.0066315836029174485 0.00038218313566822364
leaf_weight=23.359857533127073 63.521554581820965 70.770979426801205 38.569071725010872 7.1641302183270446 39.269887909293175 37.47330729663372 22.61899658292532 15.185942538082598 3.8304987251758567 4.1153832599520674 4.7717285156249991 5.8873005956411388 10.708763577044008 49.967639625072479 4.1259442642331106 28.874289005994797 16.168846964836124 5.5653390735387793 25.337710365653038 1.3403665348887432 7.8443400859832755 24.073296301066879 16.529584564268589 5.0904967412352562 7.0473472923040381 10.580982312560087 9.590187266469 6.9702613651752463 89.528621509671211 39.896523289382458
leaf_count=351 920 263 393 74 103 316 143 81 9 38 32 20 110 172 19 64 44 36 70 3 18 100 44 53 14 39 64 38 249 154
internal_value=0.000272762 0.00116355 0.00161974 -0.00144106 0.00308751 3.21047e-05 7.18423e-05 -0.00561151 -0.00421695 0.000625639 0.00427528 0.00097962 -0.00453433 0.00170848 -0.000202885 0.00509363 0.00447787 -0.000449214 0.00167421 -0.0088316 -0.000428851 0.000727592 0.00164273 -0.00487008 0.00301478 0.000323656 -0.00294078 -0.00110271 0.00511267 0.00339494
internal_weight=695.779 632.258 592.371 191.996 400.376 112.075 153.427 39.8862 41.3038 146.263 288.301 142.147 16.5961 125.551 75.5835 219.304 190.429 21.7342 68.9973 24.7002 43.6596 38.8879 52.9645 9.21644 43.7481 27.2185 20.1712 31.0436 168.695 79.1664
internal_count=4034 3114 2679 1183 1496 588 790 435 325 716 908 678 130 548 376 650 586 80 258 354 188 156 233 72 161 117 103 138 506 257
is_linear=0
shrinkage=0.00848275


Tree=38
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 3 2 4 4 2 4 0 1 3 0 3 2 2 3 2 3 4 0 2 2 4 2 0 1 2
split_gain=46.5053 15.5 19.2268 15.6625 11.1511 10.5355 8.61041 9.33366 10.5579 8.44272 7.97486 6.77233 8.77709 7.64496 6.7109 6.39416 5.93569 8.47143 5.6192 7.79298 22.3887 8.1407 8.25916 8.98249 13.3813 7.88236 7.14032 7.42804 6.8475 5.23481
threshold=104.06483731340002 76.451683855550016 70.206395618550019 95.117648655250022 85.995710218650018 -0.10747999999999999 -0.58994000000000002 42.719328117250008 47.927946529500012 -0.14138499999999998 44.952171034750002 97.878695155250014 78.10777406390001 0.087475000000000011 94.047642319350018 0.10507500000000002 -0.23349 -0.23375499999999999 0.080770000000000022 0.15607500000000005 0.099855000000000027 41.243661560350013 86.103248543850015 -0.083424999999999985 -0.06828999999999999 42.865207177650007 -0.12546499999999997 86.643628628100018 63.154569942350008 -0.10623499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 6 -5 -3 9 -9 -8 15 -7 -13 -14 18 -1 17 -12 26 21 -21 -20 -23 -24 25 -25 28 -28 -6 -11
right_child=-2 2 3 5 14 11 7 8 -10 29 16 12 13 -15 -16 -17 -18 -19 19 20 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.017845277764925661 -0.015224317336717037 0.017439878494531227 -0.012062625752157908 -0.019690266449632114 0.010080801765029793 0.0052307629295375597 -0.014366249783527433 -0.014378342142729516 0.014552610102667627 0.012778527584931211 0.0051681695684229704 -0.0088968099167795207 -0.0063999221748709248 0.0061085207751312293 -0.007443499857892835 0.020875276144291213 0.012916867961524565 -0.026228278025641701 0.0093939809139450686 -0.026964643047724259 0.0099739839408015118 0.015150006678558873 0.005994369119370721 -0.027010883173912308 0.0027752803748645458 -0.0025018929231369141 -0.0034571340118069401 0.014191466958025648 -0.016914625804198495 0.0011808025622977968
leaf_weight=18.020232278853658 44.561084099113941 6.4509310871362677 32.223119609057903 6.3881054483354083 4.9707519263029081 55.587973743677139 7.5113687813282004 20.143763139843944 3.6977770030498496 11.725300244987009 5.0623196810483924 28.747403137385845 18.309885911643505 35.696233868598938 8.9553567655384523 1.1220989227294911 5.4328331910073748 3.6730027645826331 84.636197552084923 6.9160408154130009 9.8555239364504796 10.787878453731535 34.24580492824316 8.3356035798788017 19.885762006044391 5.3273081779479972 6.644383803009986 53.207283928990364 4.376170352101326 54.186353512108326
leaf_count=352 879 18 393 81 15 237 61 225 9 35 26 208 157 148 46 2 28 27 249 54 28 30 112 54 73 22 28 163 34 240
internal_value=0.000261524 0.00146767 0.00211176 -0.00213957 0.00419069 6.97381e-05 -0.000167891 -0.0013357 -0.00989121 0.0014424 -0.00895065 0.000982183 -0.00187171 0.00186774 0.00594186 -0.0155755 1.11363e-07 -0.00803332 0.0064229 0.00495754 -0.00525829 0.00600727 0.00235965 0.000324366 -0.00546346 -0.0174546 0.0102344 0.0122322 -0.00255829 0.00324397
internal_weight=616.684 572.123 538.812 176.953 361.86 144.73 103.715 97.2646 23.8415 73.423 33.3105 138.341 82.7535 54.0061 258.144 19.1423 14.1682 8.73532 249.189 179.99 16.7716 163.219 78.5824 67.7945 33.5487 13.6629 69.1986 59.8517 9.34692 65.9117
internal_count=4034 3155 2720 1224 1496 831 588 570 234 336 435 750 513 305 908 354 81 53 862 622 82 540 291 261 149 76 240 191 49 275
is_linear=0
shrinkage=0.0157379


Tree=39
num_leaves=31
num_cat=0
split_feature=1 4 0 1 1 0 4 0 4 2 2 2 4 0 1 0 0 0 1 1 2 3 1 4 4 3 2 2 2 2
split_gain=41.9915 13.7483 17.6655 10.2369 12.3371 9.65004 10.3427 9.37172 9.13314 8.76351 9.29501 6.67763 10.7119 8.74041 5.91736 11.4383 6.48099 5.656 6.46399 7.97899 8.09697 7.72729 9.1456 9.49022 7.7557 7.41864 8.77328 5.83164 5.78417 5.78334
threshold=83.740093847200015 42.719328117250008 75.462331263550013 64.407391431150018 65.29995953045001 88.606203063300015 42.67709657435001 100.15850764985002 42.198888176300009 -0.5775499999999999 -0.23783499999999999 -0.122165 49.122847560300009 85.791387400750025 66.590419433100024 95.620390325650007 90.407470010750018 105.33378955095002 82.457699319000014 81.479100559500012 -0.059424999999999999 0.083950000000000011 68.910558799650019 38.244973486750006 35.419594101850009 0.092650000000000024 -0.59502499999999992 -0.14259499999999997 -0.091919999999999988 -0.0034049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 8 9 -4 -3 -11 12 -12 -13 16 -16 -15 18 19 20 21 -6 -23 24 -24 28 -27 -28 -25 -22
right_child=-2 7 3 4 17 -7 -8 -9 -10 10 11 13 -14 14 15 -17 -18 -19 -20 -21 29 22 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.015679405188496642 -0.014966361352452912 0.015429607778000292 0.0042403239484286124 -0.020197754911934734 -0.0095906302039095413 0.015432389489872857 0.015295951933789719 -0.015063576751966507 -0.0078102527629938714 -0.01423295561871059 0.0089812180481659964 -0.01402528718916121 -0.0087745444321780906 -0.00065402503550167433 -0.017955713995698067 0.0039294797436024058 0.015274674496017654 -0.016028668545931338 0.015470364828740188 -0.018664630929963354 0.0095654996041328114 0.0086891573492932153 0.0022216224450475547 0.010435569534945406 -0.021204673163501362 0.0089487576882921246 -0.022287961202183793 -0.0048790915962427508 -0.0017619919229957958 0.0020365493733101123
leaf_weight=10.936745304614304 35.605376448482275 5.8999866768717757 150.26184484362602 5.6856515184044829 18.347171321511269 17.677891112864017 16.110993780195713 12.013493068516253 14.319616846740244 12.662581305950878 25.01939757168293 13.823172654956577 9.8410197608172876 24.23990394175053 10.140547625720503 9.725209563970564 6.7991113364696494 3.8400116525590411 6.7878850474953643 4.1309310868382445 33.065085053443909 22.341427475214005 4.5063189938664427 18.513721242547028 8.4394530840218049 6.610704958438876 5.8614580444991633 12.593998473137614 14.341842297464614 59.143303692340851
leaf_count=253 757 17 556 46 126 51 58 177 95 190 89 194 99 97 156 50 17 72 28 50 99 65 25 63 88 21 49 78 87 281
internal_value=0.000218818 0.001178 0.00241181 0.00288003 0.000769271 0.00526573 0.00427108 -0.00293123 0.00319185 -0.00169763 -0.00259785 -0.00111845 0.00396881 -0.00385829 -0.00109744 -0.0072419 0.00283516 0.0013148 0.00162502 0.00117297 0.00157513 -0.00103783 0.000645701 -0.00189005 -0.0130502 0.000604288 -0.00530315 -0.0104082 0.00511119 0.00473636
internal_weight=599.286 563.68 433.516 422.579 224.209 198.37 180.692 130.164 164.581 118.151 112.251 99.5884 34.8604 64.7279 50.9048 19.8658 31.039 218.523 214.683 207.895 203.764 111.556 93.2089 70.8675 12.9458 57.9217 25.0662 18.4555 32.8556 92.2084
internal_count=4034 3277 2191 1938 1178 760 709 1086 651 909 892 702 188 514 320 206 114 1132 1060 1032 982 602 476 411 113 298 148 127 150 380
is_linear=0
shrinkage=0.0144177


Tree=40
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 1 1 0 0 2 4 2 2 2 4 2 2 2 1 2 2 3 1 3 4 2 2 2 4 3
split_gain=60.6375 22.0903 37.313 16.624 12.0842 13.7081 9.50524 9.67586 8.88213 8.37284 11.5539 11.3186 10.0411 7.48018 9.13631 7.87214 7.05406 6.48532 10.1312 6.3539 6.26699 7.74684 8.6882 6.81367 6.23721 5.96765 11.6728 11.0546 8.97165 8.3741
threshold=103.48144189910001 85.667718326750006 66.590419433100024 42.599563320500003 61.87486387225001 60.613977009100005 58.167480110400007 76.451683855550016 90.297243227400017 -0.061874999999999999 39.952536079750011 -0.011675 -0.090495000000000006 0.048475000000000011 38.400997490450003 0.070580000000000018 -0.59681499999999998 -0.13734499999999997 83.116371560950014 -0.11572 -0.59502499999999992 0.092650000000000024 70.776348742200014 0.10335500000000002 44.952171034750002 -0.079634999999999997 -0.08262499999999999 -0.077085000000000001 41.806790701050012 -0.11789499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 9 5 6 7 24 25 10 12 -11 17 14 -13 -15 -5 18 -4 -19 -12 22 -22 -23 -1 26 29 -27 -29 -3
right_child=-2 2 3 16 -6 -7 -8 -9 -10 11 20 13 -14 15 -16 -17 -18 19 -20 -21 21 23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0090465417447154594 -0.0094108457548764315 -0.009657172926112503 -0.0098433024176419349 0.0077109057353713546 -0.0081813817195469131 0.0056981516961262853 -0.012341392650530161 0.0064271194896924049 0.0099293695266012734 0.0072875459643442471 0.0092925131878919248 0.004303917963931387 -0.011678301903638005 0.0075034922191481749 -0.016352047025068792 -0.00087549658807249784 -0.0060405072138786167 0.0083151396026416614 0.0087730475825024239 -0.0030716717192808452 -0.0078665204002596311 -0.011638311606136681 0.005940869983726932 0.0024059235549928862 5.5894845041134395e-05 0.01110729811433879 -0.0074067841431426466 0.0055352243077142907 -0.0014295319832783606 0.0040386898763283509
leaf_weight=14.042477235198023 55.285927969962358 4.4031183198094359 13.806082054972647 3.7415966019034377 29.554930552840233 21.258995063602924 9.4745391830801946 10.501919925212858 26.588242515921593 33.973590537905693 9.1825160682201368 3.3210482671856862 13.465834975242613 15.141655467450617 5.094816692173481 34.54909373819828 54.7935994528234 8.4480786323547381 3.4257734566926947 10.104129746556284 5.2743372246623066 7.6159683763980848 22.67167617380619 5.6494383662939072 14.230990670621393 25.603759855031967 10.495870023965834 77.213959962129593 22.404133655130863 87.274509847164154
leaf_count=226 920 24 104 11 341 70 96 33 64 96 21 13 114 45 45 175 524 23 9 60 36 55 77 26 76 72 57 232 102 287
internal_value=0.000301777 0.00119182 0.00201365 -0.000641749 -0.00299136 -0.000784581 -0.00364088 -0.00151496 0.00463012 0.000738178 -0.00120838 0.00284464 -0.00454601 0.000246969 -0.00820084 0.00167773 -0.00516151 -0.00186207 -0.00614228 0.00211352 0.00205347 0.000440507 0.00333496 -0.00565719 -0.00446498 0.0040105 0.00227273 0.00542843 0.00396885 0.0033809
internal_weight=658.593 603.307 504.243 250.259 99.0639 69.5089 48.2499 38.7754 253.984 191.724 99.6438 92.0802 49.2499 58.1066 8.41586 49.6907 58.5352 35.7841 17.2319 18.5522 50.3939 41.2114 27.946 13.2654 28.2735 227.395 102.173 125.222 99.6181 91.6776
internal_count=4034 3114 2272 1434 842 501 431 335 838 899 525 374 310 278 58 220 535 196 113 83 215 194 113 81 302 774 368 406 334 311
is_linear=0
shrinkage=0.00968975


Tree=41
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 1 3 4 1 1 0 2 1 0 4 2 4 0 0 1 2 1 2 3 3 4 2 1 1 3
split_gain=58.3494 20.8767 37.0398 17.2048 12.48 13.7732 9.2541 9.20527 9.10742 10.0457 8.39462 7.78053 12.2891 9.49983 7.55255 8.96125 6.68507 6.61325 12.6138 8.76457 6.44817 10.2517 6.37585 8.51899 6.88827 6.3912 7.34144 6.33068 5.50778 19.9864
threshold=104.06483731340002 85.667718326750006 66.590419433100024 43.89540535710001 61.87486387225001 60.613977009100005 0.086955000000000018 47.927946529500012 58.167480110400007 57.041016153700006 90.297243227400017 -0.061874999999999999 81.479100559500012 92.313586825200005 39.952536079750011 -0.090495000000000006 48.226196960950006 101.86567856270001 97.752337623100019 78.728807892050014 -0.13734499999999997 83.116371560950014 -0.59502499999999992 0.092650000000000024 0.10335500000000002 40.94178426300001 -0.11963999999999998 71.504920895500007 65.536543845950021 0.10371000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 11 5 8 -5 -8 9 16 28 14 13 -13 15 20 -1 18 -15 -20 21 -4 -16 25 -25 -24 -27 -28 -3 -30
right_child=-2 2 3 6 -6 -7 7 -9 -10 -11 -12 12 -14 17 22 -17 -18 -19 19 -21 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-0.0091840761509941801 -0.010730847155605096 0.0047564549393052987 -0.010785250898398381 -0.011389858954445444 -0.0090335158950448097 0.0064460440362826702 -0.010545982454419926 0.011500183697793629 -0.013356802729299727 0.007075627834149288 0.010808243746583353 -0.007417026084701038 -0.013822267689113482 0.0054780157257791661 0.0079107838585320972 -0.012292341516295716 0.0015127132374318085 0.010673771221698098 -0.010880135974726462 0.0059029820203909183 0.0025041780181827506 0.0099383211537610802 0.0090910149882633268 -0.013623331522583899 0.0012338660378972399 0.0074764330217921603 -0.011282986694676386 0.00051032493079248935 -0.018332939961310725 0.010441522062915046
leaf_weight=17.181612793356184 50.57296297326684 214.98818253725767 13.777511388063429 24.28213931247592 29.800450328737497 21.237027175724506 3.9945755228400213 4.7707430198788643 9.4193709567189199 10.971228547394274 25.965020149946213 8.5399398207664472 5.0276481397449961 54.732382141053677 11.760816574096678 13.291795350611208 11.001130193471907 15.88836934417486 10.759992577135565 5.3469351679086676 18.051156163215641 3.4205370917916289 10.225223161280153 8.9814071729779226 5.9589948654174796 9.0209171921014732 8.4496767818927854 13.692098595201967 5.1905697584152204 5.9445556700229645
leaf_count=244 879 727 107 340 341 70 33 15 96 46 64 58 57 193 34 117 45 46 71 20 83 9 30 67 28 28 80 59 33 14
internal_value=0.000322474 0.00125155 0.00214052 -0.000781921 -0.00322905 -0.000751253 -0.00798344 0.00145319 -0.00389802 -0.0016225 0.00503843 0.000315193 0.00250333 0.00336489 -0.00156648 -0.00479561 -0.00500859 0.00442657 0.0030254 -0.00530873 -0.00196873 -0.00666352 0.000735579 -0.000762535 -0.00769752 0.00174089 -0.000670863 -0.0039902 0.0043759 -0.00297152
internal_weight=652.245 601.672 502.061 249.973 99.6108 69.8104 33.0475 8.76532 48.5733 39.154 252.088 216.925 100.295 95.2676 116.63 48.541 28.1827 86.7277 70.8393 16.1069 35.2492 17.198 68.0891 56.3283 14.9404 41.3879 31.1627 22.1418 226.123 11.1351
internal_count=4034 3155 2313 1475 842 501 388 48 431 335 838 1087 445 388 642 316 289 330 284 91 199 116 326 292 95 197 167 139 774 47
is_linear=0
shrinkage=0.0107142


Tree=42
num_leaves=31
num_cat=0
split_feature=1 4 0 1 1 4 0 4 2 2 4 2 2 1 2 4 0 3 1 0 1 4 2 0 1 0 1 0 1 0
split_gain=41.381 13.8057 17.6025 10.7901 10.0161 11.4786 8.65792 7.99499 7.54935 8.78608 6.6547 6.56181 12.3794 10.1297 6.24387 9.66555 7.65697 6.04032 5.48347 5.21524 11.3377 6.77158 8.68115 5.82078 8.66816 5.18161 5.15616 5.01909 4.84024 10.5803
threshold=83.740093847200015 42.779078631750004 75.462331263550013 70.206395618550019 70.727956495850009 40.750688432250008 100.15850764985002 40.94178426300001 -0.5775499999999999 -0.23783499999999999 42.67709657435001 0.17076500000000003 -0.054619999999999995 83.116371560950014 -0.122165 49.122847560300009 85.791387400750025 -0.10747999999999999 71.397382570300024 85.705356740550016 62.052302108850007 38.064633603500006 -0.14138499999999998 79.532656873050016 61.622148808000013 69.087997036250016 62.036171360100006 97.096353839300008 66.590419433100024 95.620390325650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 11 8 -7 -3 27 19 12 13 -6 15 26 25 -17 -14 20 21 -4 -23 -24 -25 -16 -11 -10 -18 -30
right_child=-2 6 3 4 5 7 -8 -9 9 14 -12 -13 18 -15 16 17 28 -19 -20 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.016800022216948783 -0.015979536398829125 0.015175077726934123 0.010516552970992977 -0.019011004235862217 -0.0094447153708968924 0.017688797963174466 -0.015851638836676903 0.0029482481759293376 -0.018449061458590696 0.00085245984425358357 0.013412403640395351 -0.01576482505217609 0.022755012080528859 0.014032328177632664 0.011884303828061644 0.0054679075657816639 0.0027095588656835586 -0.019092157774617587 0.0035894615902930548 0.0051888005840933253 -0.020619683748353101 -0.023138421259770132 0.014473695762717802 -0.021321620480304681 0.0030924092900152678 -0.018353673911517786 0.015232224595814902 0.013322918097483205 -0.018947147585768227 0.0038698138718197481
leaf_weight=10.907778922468422 35.17505381628871 5.8672503381967536 15.637038268148897 6.6202457770705214 38.397738769650459 11.075581423938273 11.758857276290653 42.878559328615665 11.129009693861006 10.24424132704735 19.96989081799984 8.9425460211932641 4.2684284448623684 4.9648898839950553 1.5381840728223313 4.0942682772874814 28.377874419093132 5.7733556367456913 21.859829556196928 219.21684464067221 5.8278251700103274 4.043578937649726 6.0618846416473451 4.6293358802795437 13.998702734708784 11.424434781074522 14.280133567750452 1.3317266181111325 9.5290867798030394 9.9252068102359754
leaf_count=255 757 17 47 78 333 27 176 200 180 43 78 94 8 16 22 18 105 81 101 770 69 36 15 32 60 162 44 9 151 50
internal_value=0.00029671 0.00131078 0.00260234 0.00309636 -0.000445287 0.00048312 -0.00321836 0.00597415 -0.00190969 -0.00284088 0.00479761 -0.00329415 -0.00168934 -0.00675666 -0.00124215 0.00402455 -0.00422156 -0.00890171 0.00672043 0.00415906 -0.000337851 0.00232606 -0.00213129 0.00130914 -0.00297483 -0.0147655 0.00922556 -0.0150535 -0.00136412 -0.00730637
internal_weight=599.749 564.574 439.301 428.393 139.008 132.388 125.274 53.9541 113.515 107.648 289.385 78.4334 69.4909 43.3626 95.1868 34.392 60.7948 9.86762 26.1283 269.415 50.1984 44.3705 28.7335 24.6899 18.628 12.9626 24.5244 12.4607 47.8322 19.4543
internal_count=4034 3277 2219 1964 857 779 1058 227 882 865 1107 552 458 349 676 186 490 99 109 1029 259 190 143 107 92 184 87 189 306 201
is_linear=0
shrinkage=0.0154666


Tree=43
num_leaves=31
num_cat=0
split_feature=1 4 0 1 3 4 0 0 4 3 3 3 4 0 2 4 0 0 1 1 2 0 0 0 1 4 1 2 1 2
split_gain=36.5437 11.785 15.4027 9.09539 8.36541 8.03183 7.75587 7.5208 9.94194 7.40206 7.19306 6.41972 11.0296 7.78359 10.4129 6.24314 6.11542 10.5254 6.01933 7.42952 5.5861 5.47039 9.42922 5.40036 5.04839 5.63495 5.7569 4.73325 9.18026 7.31236
threshold=83.740093847200015 42.719328117250008 75.462331263550013 66.964115113200009 0.13377000000000003 42.67709657435001 100.15850764985002 87.170566421650008 41.975471476700008 1.0000000180025095e-35 -0.15572 0.080770000000000022 49.283271594150008 85.791387400750025 -0.55354000000000003 48.226196960950006 91.937202686950016 90.633300493650012 62.272755675600003 64.02831883475001 0.056690000000000011 97.39208423365001 92.805574663100018 105.33378955095002 62.154463517850012 39.577821550850011 60.613977009100005 -0.059424999999999999 82.457699319000014 -0.0034049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 16 7 9 8 18 10 15 12 -11 14 -13 -3 17 -5 24 -20 21 22 -15 27 25 26 -4 28 -18 -29
right_child=-2 6 3 4 -6 -7 -8 -9 -10 11 -12 13 -14 20 -16 -17 23 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.016102306236462638 -0.015183496823120599 -0.012548936088471675 -0.0039920139450917522 0.0061402610263586333 -0.021432045506215421 0.015345994404013189 -0.014789922857599285 0.0077217198932369186 -0.0088933328076475429 0.0130107547620796 -0.019572338129658268 0.021764178524681453 -0.016853462527953059 0.0037973195103599673 -0.017508542438358535 0.0051020649090606739 -0.0018180446522032892 -0.024851884532918013 0.0017487532821918563 -0.026562014237496587 -0.016449301116636235 0.013942765318509725 -0.012768730063315409 -0.016522910052776257 0.014829761940384979 0.0010107272619639157 0.011774285643441226 0.010458051479067634 0.017249185733042304 0.0010217265731285797
leaf_weight=9.869879048317669 32.340281024575233 8.3895434066653305 6.4843939244747153 4.5157209038734418 3.8655334897339335 15.000930361449717 11.104884050786493 78.509214952588081 16.681588046252728 16.266237325966362 8.8792071528732759 1.7432240024209011 3.3273867592215529 33.482430431991816 11.176719993352888 9.5948598161339742 83.048455245792866 5.3446431756019592 5.8297996148467046 3.2108507826924324 3.9428003169596186 7.3490225300192824 9.9567887261509878 3.6566425599157801 9.4408626258373243 69.431963570415974 25.579720206558704 29.079544626176357 6.0511925145983687 49.680795788764954
leaf_count=253 757 126 28 22 44 58 177 263 116 62 130 4 63 123 168 38 492 45 31 40 44 24 127 72 27 266 72 85 20 257
internal_value=0.000256466 0.00116353 0.00235007 0.00278849 0.000323395 0.00477241 -0.00286652 0.00403525 0.00191742 -0.00170615 -0.00856598 0.000406067 0.00793922 -0.00177575 -0.0122097 -0.00313195 0.00078705 -0.0106585 0.00342054 -0.00830602 0.000687312 0.00201766 1.82756e-07 0.00144505 0.00437618 0.00340382 0.00858583 0.00183646 -0.000523096 0.00450576
internal_weight=582.835 550.495 425.282 415.412 185.243 230.169 125.213 215.168 136.659 114.108 26.8636 87.2446 19.5936 67.651 12.9199 17.9844 181.377 9.86036 119.978 9.04065 54.731 50.7882 43.4392 171.517 110.937 101.496 32.0641 167.86 89.0996 78.7603
internal_count=4034 3277 2191 1938 1037 901 1086 843 580 909 294 615 125 490 172 164 993 67 464 71 318 274 250 926 393 366 100 854 512 342
is_linear=0
shrinkage=0.0149454


Tree=44
num_leaves=31
num_cat=0
split_feature=1 4 0 1 1 0 4 4 0 3 3 3 4 3 0 0 2 3 4 4 4 2 4 0 3 3 2 3 2 1
split_gain=32.2958 9.88795 13.5508 8.01081 9.7986 9.06195 8.36798 7.75282 6.80889 6.29491 6.64166 6.36181 6.91272 6.16319 5.69744 6.99378 5.39854 5.24524 4.95628 5.69951 7.50643 8.40033 4.57361 6.40603 4.5732 15.2343 11.7497 5.98008 5.34768 4.55758
threshold=83.740093847200015 42.719328117250008 75.462331263550013 64.407391431150018 65.29995953045001 88.606203063300015 42.67709657435001 42.198888176300009 100.15850764985002 1.0000000180025095e-35 -0.15572 -0.25095999999999996 48.226196960950006 -0.27172999999999997 71.440397900400015 85.791387400750025 -0.14259499999999997 0.093580000000000024 50.205949521800008 48.86568841230001 44.421469061800003 -0.11347 43.157831852650006 86.89903215050002 0.093160000000000034 0.087795000000000026 -0.082424999999999998 0.09180000000000002 -0.22932499999999997 66.964115113200009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 24 9 10 11 -3 -13 -6 -11 16 -16 -9 19 20 21 -17 23 -23 25 28 -27 -28 -4 -15
right_child=-2 8 3 4 13 -7 -8 17 -10 14 -12 12 -14 29 15 18 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.012575545335284509 -0.01174595984240101 -0.0095994787585731278 -0.0061515001314685226 -0.015199770856266661 -0.012673417595131633 0.012220178162741582 0.011733567976777846 0.00029080919693798941 -0.011210081425379211 0.016898291768365416 -0.015099609547636632 -0.0058771490996711367 0.014625118442780874 0.0055574905238193646 0.0013211669437795956 0.010400352028987798 -0.013876668804464195 -0.01410355777532292 -0.013138478539118165 0.014292717404097094 -0.0084966112744965083 0.0023675079747067333 0.0033405954428220013 -0.012877055601540774 0.0052399551388318923 0.00016964584026172238 -0.026814131403198684 -0.0077030791141893765 0.0055623093063047182 0.00047692859395150842
leaf_weight=8.9930060803890211 29.734119102358818 8.4876565895974654 6.042948178946971 5.3773977123200885 4.5444112420082083 16.092605233192444 13.946240633726118 7.9356908053159696 10.410068467259405 2.7615186348557463 8.1848947927355749 4.4689219444990176 4.6281514391303062 28.257218442857265 5.284449588507413 14.371459782123557 8.316781245172022 6.2610729373991489 3.1516534723341456 4.7980451174080363 9.7009659707546216 7.755045332014566 20.953238893300295 7.4928810931742191 69.078694358468056 12.060076497495176 4.6688239723443967 4.3939500004053116 49.718091547489166 179.30892056599259
leaf_count=253 757 97 36 46 47 51 58 47 177 10 130 56 11 91 60 43 120 48 64 17 112 30 109 50 230 57 36 23 174 994
internal_value=0.000182499 0.00084244 0.00170104 0.00201596 0.000474639 0.00377843 0.00299815 0.0022375 -0.00211998 -0.00126249 -0.00635023 -0.00227779 0.00455341 0.000872015 0.000287513 -0.000273088 -0.00797189 -0.00605741 0.00126177 0.00195923 0.000977428 0.00279476 -0.000224573 -0.00512372 0.00304429 0.00107152 -0.0074323 -0.0175484 0.00429286 0.00116858
internal_weight=567.179 537.445 416.679 407.686 217.488 190.198 174.106 160.159 120.766 110.356 25.7696 17.5847 9.09707 212.111 84.586 81.8245 13.6012 14.1968 68.2233 65.0716 60.2736 50.5726 36.2012 15.2479 145.963 76.8839 21.1229 9.06277 55.761 207.566
internal_count=4034 3277 2191 1938 1178 760 709 651 1086 909 294 164 67 1132 615 605 180 95 425 361 344 232 189 80 556 326 116 59 210 1085
is_linear=0
shrinkage=0.011758


Tree=45
num_leaves=31
num_cat=0
split_feature=0 4 0 1 4 4 1 0 4 2 4 0 0 4 0 1 3 4 0 0 2 4 4 0 2 2 0 2 0 1
split_gain=48.2816 16.6686 20.6 13.0943 11.283 10.1784 7.96311 10.4046 13.5595 9.49232 7.51183 10.2962 7.16379 6.47666 6.43266 11.5561 12.0846 9.26539 6.1343 8.92535 5.97637 5.7253 5.78891 5.3858 5.12859 10.6127 4.96509 4.50331 4.47294 9.85656
threshold=104.06483731340002 42.719328117250008 75.462331263550013 70.171445662850019 38.244973486750006 42.67709657435001 70.389210771400016 85.791387400750025 47.927946529500012 -0.55354000000000003 42.141702038450013 86.692020874450009 101.72856719805002 42.434124620650003 85.121961326250016 58.167480110400007 0.093325000000000033 35.171584490050009 95.469836670350006 100.15850764985002 -0.079634999999999997 41.827117825850003 41.385032804600009 85.764502819450016 -0.22403500000000001 -0.095854999999999996 67.144241807950024 -0.039434999999999998 94.940210418650011 71.397382570300024
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 10 7 8 9 -3 14 23 13 21 15 -4 -17 -18 -8 -20 -14 22 -6 -12 -9 -26 -11 -19 -5 -30
right_child=-2 6 3 4 12 -7 18 24 -10 26 11 -13 20 -15 -16 16 17 27 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0085806292804591136 -0.0075935509435656962 0.010551651332654059 0.0068695893534956578 -0.012013020735885152 0.00029422899351507333 0.0085378216427757069 -0.0089060520967957878 -0.0043706484637336326 0.0025936030386301137 0.0051491855050737386 -0.0017382146018501369 0.0032028218413795483 -0.0016770037416560099 -0.0074849243295664631 0.0032523933114713644 -0.011289762066744494 0.0083427504475894129 -0.010772906770095349 0.0013767518569687235 -0.0080074600253885395 0.0073152077014957718 0.0044510093781844357 -0.0076881242999888334 -0.012811121226116259 0.0070158071396448623 -0.00042782840193794603 -0.0092693668323094915 0.0018204277953597463 0.0060179631514023883 -0.0054972523830334966
leaf_weight=11.950642757117746 44.956706423312426 1.7606867402791966 8.8275820165872592 3.9537124931812313 55.610812377184629 17.639193028211594 13.219154279679058 7.1270868293941012 14.370312824845312 1.5675481967628062 5.2126858383417147 11.480842150747774 6.1559579074382809 6.4853347092866889 221.15898924320936 8.0814210362732428 5.7054082006216031 3.8425683677196503 15.58225040510297 10.297324839979408 17.028013855218887 18.551958218216896 6.174921326339244 5.5463322773575783 20.399697363376617 27.529468603432178 21.495427880436182 3.1701941639184952 5.7293793410062817 22.039027672261
leaf_count=253 879 4 23 44 290 58 218 50 54 18 41 37 31 42 733 84 15 28 95 136 53 76 42 42 55 116 305 12 20 180
internal_value=0.000213807 0.000821383 0.0015492 0.00182917 -0.000120015 0.00277959 -0.00160383 -0.000372794 -0.00345278 -0.00695301 0.00240757 -0.00194895 0.00106504 3.36483e-05 0.00279391 -0.000628517 -0.0038108 0.000941509 -0.00457133 -0.00235717 0.00492754 0.000640592 -0.000503535 -0.00744636 0.00181982 0.00274035 -0.00828936 -0.00507996 -0.00422957 -0.00312135
internal_weight=622.651 577.694 444.345 432.394 141.729 290.665 133.349 94.2502 39.194 24.8237 273.026 22.2399 110.007 86.823 250.786 29.6272 20.7996 12.7182 39.0987 25.8796 23.184 80.3377 61.7857 10.759 55.0563 47.9292 23.063 7.01276 31.7221 27.7684
internal_count=4034 3155 2104 1851 778 1073 1051 602 381 327 1015 120 534 450 895 162 139 55 449 231 84 408 332 83 221 171 323 40 244 200
is_linear=0
shrinkage=0.00782139


Tree=46
num_leaves=31
num_cat=0
split_feature=1 4 0 1 1 0 3 0 4 2 4 1 3 4 2 1 1 2 4 3 3 3 2 0 2 2 4 2 4 2
split_gain=30.5182 9.28846 15.3122 10.3485 7.71321 9.36663 8.80949 7.70096 6.9131 7.08976 6.89869 8.358 7.15774 6.74629 6.32915 5.98845 14.2125 5.73829 11.5986 6.93858 5.58164 7.6386 19.1782 7.23643 9.00247 9.07928 5.3687 6.48497 4.7391 9.88766
threshold=83.740093847200015 43.832725745850006 75.462331263550013 72.378669787950017 70.206395618550019 96.039789794050009 -0.10747999999999999 85.995710218650018 47.709122305950011 -0.098419999999999994 38.244973486750006 73.037342029850024 0.09117500000000002 41.872294782850005 -0.10423499999999999 71.104340634100012 70.776348742200014 -0.59502499999999992 41.257403903850005 0.09914000000000002 0.080515000000000017 0.093325000000000033 0.0023400000000000005 86.103248543850015 -0.093879999999999991 -0.06828999999999999 39.458743938000005 -0.054619999999999995 39.952536079750011 0.12427500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 7 15 -7 13 9 -3 11 -8 -12 -4 -15 16 -6 -14 19 26 28 22 23 -22 -25 -26 -19 -28 29 -9
right_child=-2 3 4 -5 5 6 10 20 -10 -11 12 -13 17 14 -16 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.01321514551468078 -0.012222307536432449 -0.010674220416225802 0.0018836098675678241 -0.01395147992782377 -0.012190966599439862 -0.014985044490456885 0.0081833640668620526 -0.0046204111117186756 0.0037940581004148612 0.0019413873705447493 0.0058548949077629839 -0.0090448848196621016 0.008144124371320326 0.0052217937214488518 -0.0095428133818958628 -0.01292304586144739 0.013445608886195734 0.015379243430569362 -0.016235205098662202 -0.0093763562219900363 0.012731240842303782 0.0056433390969102175 -0.017529847776367225 0.0060915002353935984 -0.0078418532201939666 0.0043652803287414117 -0.01057860484007655 0.010127610479510732 0.0097430494369800183 0.015193636725280174
leaf_weight=10.58272562548518 28.582733158022165 16.003628674894571 62.972398459911346 11.896465234458445 7.7417119853198546 5.0680556781589976 5.804004073143008 11.466271296143534 23.26107806712389 11.779134061187507 56.845692273229361 16.431956849992275 8.0510390251874906 5.8951632641255882 17.699416510760784 13.457206614315508 5.7327856197953224 5.5849274732172551 8.0567073225975019 6.6113348156213751 8.9364175647497159 82.527676276862621 8.2317307665944082 29.203570887446396 23.317600727081292 15.415839068591607 4.4896723181009293 4.7319558411836606 40.253276064991951 5.7646816670894614
leaf_count=301 757 240 265 252 90 78 20 49 120 90 229 155 25 35 191 158 18 13 61 52 26 271 61 93 116 52 39 13 151 13
internal_value=0.000201986 0.000867237 0.00146243 -0.00358558 0.00179989 -0.000513822 0.000943894 0.00290304 -0.00116967 -0.00532555 0.00163621 -0.00454799 0.00309334 -0.000225299 -0.00585384 -0.00709967 -0.00128377 -0.00109 -0.00361232 0.001136 0.00410602 0.00296802 0.00037372 0.00229086 0.000917538 -0.00298344 0.00582991 4.65142e-05 0.0074246 0.00200845
internal_weight=562.397 533.814 470.874 62.9403 460.291 148.607 121.675 311.684 51.0438 27.7828 116.607 22.236 94.3713 86.567 23.5946 26.9317 13.4745 37.5256 29.4746 21.4179 225.117 167.633 85.1052 76.8734 67.937 38.7334 14.8066 9.22163 57.4842 17.231
internal_count=4034 3277 2575 702 2274 951 685 1323 450 330 607 175 432 491 226 266 108 203 178 117 832 619 348 287 261 168 65 52 213 62
is_linear=0
shrinkage=0.0123416


Tree=47
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 1 0 4 2 0 1 4 4 0 1 1 2 2 0 1 3 4 2 3 2 3 4 1 0 1
split_gain=53.0798 18.6914 22.2744 14.3703 12.8873 8.03865 12.2838 12.869 8.44739 8.0027 13.5047 7.91559 7.36019 9.19285 7.20915 10.8695 6.55337 6.42836 6.22063 10.0282 13.0905 9.01663 6.11946 7.33021 5.41276 5.04868 9.94595 5.03904 4.93883 4.74713
threshold=102.70985441565001 42.719328117250008 75.462331263550013 70.206395618550019 96.163458868000006 70.389210771400016 85.791387400750025 47.927946529500012 -0.55354000000000003 97.878695155250014 78.10777406390001 42.67709657435001 42.198888176300009 86.692020874450009 71.397382570300024 70.727956495850009 -0.26894999999999997 -0.14429 85.121961326250016 58.167480110400007 0.093325000000000033 35.171584490050009 0.17076500000000003 0.097015000000000032 -0.037054999999999998 0.09180000000000002 39.952536079750011 74.153052154050016 85.764502819450016 64.407391431150018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 14 6 7 8 -3 17 25 12 18 28 15 -5 -7 -6 19 -4 -21 -22 -12 -24 -23 26 -11 -27 -14 -20
right_child=-2 5 3 4 9 16 -8 -9 -10 10 22 -13 13 -15 -16 -17 -18 -19 29 20 21 24 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0078492266612485637 -0.0062168285070058182 0.0086653193013326111 0.0060944620701204825 -0.0088140465397925985 -0.0033451307051920714 0.0057809010472142409 0.0018377036268033354 0.0020454703013852646 -0.0076209927290070466 -0.010230511762585262 0.0035649208459060749 0.0074700867618676271 -0.0014016878160616206 0.0028857789010821979 -0.0092711010515966353 0.0026403658608904011 -0.0051624890451743973 0.0048782819078211056 0.0039611467353876167 -0.0099271522670701749 0.0078588498677795559 -0.009418899103560148 -0.010247215963402017 0.0052563964469666815 0.0029717548965750504 0.0014713745362671818 0.0037895614447274687 -0.0092303219362668918 -0.01131527862236878 0.0018354392724586836
leaf_weight=12.247370347380636 58.010634962469339 1.7438638657331456 9.0532383918762225 6.775118160992867 5.6762454360723487 3.0376119241118422 55.397728446871042 14.143691152334211 23.131218314170841 3.8641314804554003 31.541706465184689 17.153224878013134 5.0448446050286311 11.400246500968931 9.8832470849156362 11.17740113288164 33.680256646126509 32.863305285573006 150.28480635583401 8.2405287772417086 6.1489376574754697 4.0181415975093842 3.8860701322555533 2.5862377732992172 3.2447907850146294 2.7665394097566596 7.7311867699027061 11.77854063361883 5.1923611089587212 83.055383838713169
leaf_count=253 977 4 24 77 33 11 221 54 323 38 111 58 39 36 103 57 407 95 461 85 15 29 36 12 11 12 27 96 40 289
internal_value=0.000289476 0.000943896 0.00164075 0.00190895 -7.02556e-05 -0.00142412 -0.000322365 -0.00338917 -0.00647924 0.00109706 -0.00044684 0.00276203 0.00247934 -0.0015217 -0.00437683 -0.00168243 -0.00425716 0.00366711 0.00280721 -0.000212031 -0.00284888 0.00150015 0.00226802 -0.0040522 -0.00388325 -0.00439486 -0.000882618 -0.00719481 -0.00642991 0.00320452
internal_weight=634.759 576.748 445.614 433.366 130.53 131.134 94.4165 39.0188 24.8751 102.694 64.1544 302.837 285.683 21.6375 27.8358 17.9525 36.7179 38.5396 264.046 30.7056 21.6524 13.4119 38.014 6.47231 7.26293 26.1404 11.5953 14.5451 10.2372 233.34
internal_count=4034 3057 2037 1784 697 1020 602 381 327 460 332 1087 1029 115 237 134 418 128 914 164 140 55 159 48 40 173 65 108 79 750
is_linear=0
shrinkage=0.00713567


Tree=48
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 3 0 1 1 1 2 2 1 1 0 2 3 0 4 3 2 3 2 3 2 4 1 0 0 0
split_gain=46.2226 16.349 27.7652 15.0102 10.9966 10.5465 8.82148 8.53858 8.01146 8.94757 6.5084 17.4161 6.18285 12.5867 7.43817 6.0504 6.27577 10.5902 5.83186 6.18823 9.29543 5.68872 7.23371 9.41909 13.8261 8.66395 7.27613 6.8098 6.44482 7.42015
threshold=103.48144189910001 85.667718326750006 70.206395618550019 96.163458868000006 61.982402197500001 1.0000000180025095e-35 97.878695155250014 78.10777406390001 81.479100559500012 83.116371560950014 -0.092710000000000001 -0.59681499999999998 71.096275259700022 70.776348742200014 95.262825394300009 -0.22932499999999997 0.09117500000000002 87.638358136350021 35.171584490050009 0.078905000000000017 0.18145000000000003 0.080770000000000022 -0.11572 0.093160000000000034 0.0023400000000000005 42.488347682450005 61.93938686740001 86.329079026800017 86.103248543850015 87.48511602295001
decision_type=2 2 2 2 2 2 2 2 2 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 15 12 5 -1 -5 -8 10 -10 11 -9 13 14 -4 16 17 -3 -7 -20 -21 27 -23 24 25 26 -24 -17 -28 -30
right_child=-2 2 3 6 -6 18 7 8 9 -11 -12 -13 -14 -15 -16 21 -18 -19 19 20 -22 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0056191682100294391 -0.009698705845373334 0.0036673611951994209 -0.012927814432325149 0.004139490782639311 -0.0094343041772678802 0.010128392778916296 -0.0060075419892424075 0.014075195540411386 -0.013299064315554379 0.0028129358820262263 0.0060464293718349178 -0.015261878405574685 -0.0097553561877192687 0.010780044081443754 0.0093451309297647289 -0.00048311266536545084 0.0035091675902156278 -0.018131453587334638 0.011862321950135153 -0.0048120342427970609 0.0095388226971392671 0.0078027617174034336 -0.0087535632440995624 0.0049384878594350813 -0.011067429999015209 -0.0045413362376914455 0.011125670517724907 0.0082720971309619869 -0.0048693510153303143 0.0057522391759388131
leaf_weight=29.663689929991961 46.536864299327135 4.7838824689388293 8.3661090731620806 46.140920471400023 21.522968381643295 8.977708410471676 30.797526203095913 3.6405866667628288 7.8801432810723764 7.4288039654493332 28.630039013922215 5.8565104492008668 27.372750777751207 5.8681513555347911 2.0762961804866782 11.734503865242003 13.117780640721319 5.1174425557255745 4.5762639939784995 20.863063860684637 6.5888498350977889 35.282580450177193 4.6587754487991324 89.46217069029808 10.861588448286055 18.46640706807375 13.785801030695437 61.56926504522562 10.337518893182276 24.807334020733833
leaf_count=354 920 18 98 171 280 31 232 7 109 32 96 57 349 18 7 49 43 47 13 146 18 97 24 290 74 95 37 199 48 75
internal_value=0.000394849 0.00121858 0.0020018 -0.00135285 -0.00284262 -0.000835074 0.000437592 -0.00159021 0.00095569 -0.00548057 0.00354 -0.0040159 -0.00669648 -0.00156299 -0.00849921 0.00392263 -0.00126894 -0.00759923 0.00262574 0.000522703 -0.00136762 0.00434797 0.00345751 0.00256812 1.06621e-05 0.00168056 0.00382456 0.00687056 0.00502215 0.002628
internal_weight=616.772 570.235 478.043 174.058 92.1925 70.6696 130.375 84.2336 53.4361 15.3089 38.1271 9.4971 43.6833 16.3106 10.4424 303.985 23.0191 9.90133 41.0059 32.0282 27.4519 280.966 207.662 172.38 82.9174 72.0558 53.5894 73.3038 48.9307 35.1449
internal_count=4034 3114 2272 1176 842 562 704 533 301 141 160 64 472 123 105 1096 108 65 208 177 164 988 740 643 353 279 184 248 160 123
is_linear=0
shrinkage=0.010533


Tree=49
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 3 3 2 2 3 0 4 3 4 3 4 3 0 2 4 4 1 3 3 3 2 3 2 2 3
split_gain=30.9568 9.77886 16.3446 10.8813 7.93612 8.43504 6.85465 6.8641 9.99546 6.2905 7.53773 8.80739 6.72837 6.60729 6.19748 5.58051 7.56766 5.99194 5.4419 6.69423 7.23353 5.43281 5.25355 5.23565 5.1352 6.92637 10.5523 12.0802 6.05806 6.3802
threshold=83.740093847200015 70.206395618550019 85.667718326750006 94.773526014550015 61.982402197500001 1.0000000180025095e-35 -0.10747999999999999 -0.048954999999999992 0.22598000000000004 0.083495000000000028 96.039789794050009 41.827117825850003 0.076615000000000016 41.147265497500008 0.098075000000000023 40.583589072600013 0.09914000000000002 97.096353839300008 -0.22932499999999997 39.577821550850011 41.685324604100011 82.949687156850018 -0.16320999999999999 0.097015000000000032 0.080135000000000026 -0.094519999999999993 0.093325000000000033 0.0023400000000000005 -0.079634999999999997 -0.11789499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -5 9 14 12 -11 13 -8 15 -9 16 17 -12 19 -4 -21 -19 -6 -10 28 -26 27 -27 29 -20
right_child=-2 3 18 6 22 -7 7 8 23 10 11 -13 -14 -15 -16 -17 -18 21 24 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0076501193287473301 -0.01540877940817873 -0.012696184398585978 -0.016599475542832819 -0.014811929932510281 0.0073191867855169979 0.003810504853773343 0.0014333237643516057 0.010180580773773481 -0.02144778625318013 -0.014509392187350503 0.017744555704920367 0.0097130867885335676 -0.017608323072475954 -0.020327414750733297 -0.0051109544546469529 0.010406332374594133 -0.01686173548537407 -0.0073000986630241769 -0.013534862842514886 0.012548640588224604 -0.0089406173661063567 0.016274948896081148 -0.01619551897135952 0.0037773302724259123 0.0084521835108035803 0.00043455250728800142 0.0060905580721503007 -0.017438670988466968 0.011790910080824774 0.0075125137037587424
leaf_weight=26.526843223720789 28.705470535904169 19.926692485809326 6.3078321292996433 7.6558266989886752 2.7151144854724434 37.721437551081181 7.3182917311787632 37.728480964899063 4.8484677970409376 7.9174005314707747 4.2110998108983102 21.460832137614489 11.687310609966515 4.5290393009781829 7.7476210780441752 8.8256495594978315 7.7719691954553118 13.324203304946424 5.1842924058437339 8.1028994247317296 7.1517004109919062 2.8836745098233214 15.22387117706239 3.3911732137203217 56.005315870046616 58.060229510068893 73.576728954911232 10.891124241054056 46.259891666471958 10.705658558756111
leaf_count=354 757 296 34 118 23 208 56 141 54 95 10 84 171 33 51 28 74 103 29 22 52 10 250 22 182 244 251 76 166 40
internal_value=0.000346674 0.00119099 0.00263327 -0.00187868 -0.00347842 -0.00092136 -0.00045399 0.000311242 0.00471595 -0.00231973 -0.000187636 0.00161204 -0.0102762 -0.00257264 0.00757541 -0.00040032 -0.00378352 0.00119437 0.00441293 -0.00310572 0.00247399 -0.00310567 -0.0126365 -0.0110659 0.00503484 0.00381192 0.00198857 -0.00238859 0.00894136 0.000645548
internal_weight=564.366 535.661 364.433 171.228 82.1873 64.2483 151.301 143.645 53.7157 89.9295 70.9239 63.0065 19.0056 41.5456 45.4761 37.0166 28.1909 20.419 282.246 21.5624 15.2546 16.2079 17.939 8.23964 260.683 198.533 142.528 68.9514 62.1498 15.89
internal_count=4034 3277 1931 1346 835 562 1050 932 268 664 437 342 227 258 192 225 197 123 1096 108 74 113 273 76 988 753 571 320 235 69
is_linear=0
shrinkage=0.0155729


Tree=50
num_leaves=31
num_cat=0
split_feature=0 4 0 3 1 0 0 4 4 4 0 1 1 1 2 0 3 3 2 3 4 0 3 4 2 2 1 0 4 2
split_gain=49.2418 16.7546 23.391 12.0118 11.7054 15.2582 11.9551 13.7503 9.1878 10.0758 7.10531 12.8875 6.89588 16.8813 5.99005 6.68906 5.7176 5.6131 18.6902 6.3787 5.40742 7.42073 5.15051 5.02342 9.25519 5.01128 6.22089 6.79162 12.9969 4.72881
threshold=102.70985441565001 43.525909308350002 75.462331263550013 0.089505000000000015 70.206395618550019 96.163458868000006 85.995710218650018 41.942745071500006 47.927946529500012 49.122847560300009 97.878695155250014 78.10777406390001 71.104340634100012 70.727956495850009 -0.59681499999999998 102.31465107045001 0.080515000000000017 0.093325000000000033 0.0023400000000000005 0.087905000000000025 41.50623664750001 88.17067284620002 -0.11223 39.952536079750011 0.12427500000000002 0.18145000000000003 58.167480110400007 85.121961326250016 35.171584490050009 -0.5656199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 6 12 7 25 -3 -10 -7 -12 13 -6 -13 -16 23 18 19 -18 -19 -22 -11 24 -8 26 -4 28 -28 -5
right_child=-2 3 4 29 5 10 16 -9 9 22 11 14 -14 -15 15 -17 17 20 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0081632094170020642 -0.0064193135156416035 -0.0058721095264876837 0.0069973971475300514 0.010711209687309322 -0.0092082593606136222 0.0036942912141226564 -0.0017913803288460363 -0.0048526045857055335 0.0041972201738678843 0.001239568215498927 -0.0043416183125884406 0.008823209485100271 -0.0083113833420129495 0.006816517176856586 -0.0008629932683004623 0.0064979812729685947 0.0040918982551915286 0.005030087516177506 -0.0091188947594843979 -0.00014440425695787172 -0.0026923488290744651 0.0066939350935862011 -0.0091344982214132883 0.006554208616821074 0.0093543807219752129 0.0069160706345072608 0.0032121149620600279 0.0020668752794859679 -0.0094995756794573841 0.0012476086554475058
leaf_weight=13.491048436611889 54.477998781949282 38.6926104798913 8.4274456650018674 4.0729857608675948 7.2210246436297911 40.741162292659283 12.218896873295309 22.324339933693409 13.728967241942884 4.2164447605609894 26.052692577242851 6.6194414049386969 15.078205917030571 7.3366768509149551 25.581410698592663 9.3252513334155065 51.489533700048923 68.265756383538246 8.4837330728769285 31.845599561929703 13.065171621739866 7.2502245157957068 7.1281577385961992 46.881073400378227 6.2256397604942313 9.3840208947658521 8.3070741929113883 33.781950868666172 9.5962863825261575 10.35198016092181
leaf_count=291 977 481 21 8 82 136 49 201 51 20 175 14 154 27 136 27 159 192 60 124 57 18 100 149 13 24 41 110 80 57
internal_value=0.000337354 0.00098633 0.00149769 -0.0022116 0.00177179 -5.42269e-05 0.00251808 0.000227456 -0.00359861 -9.02175e-05 0.00124005 -0.000239534 -0.00478485 -0.00113222 0.00233404 0.00110348 0.00337403 0.00269107 0.00140199 0.00247304 0.00402726 0.000657459 -0.00527877 0.00526006 0.00197068 0.00185932 0.00106992 0.000103428 -0.00360141 0.00391972
internal_weight=621.663 567.185 488.994 78.1911 475.503 137.956 337.547 91.8211 63.7662 25.0736 108.32 67.5788 29.6359 14.5577 41.5261 34.9067 245.726 180.4 91.8189 83.3351 88.5812 20.3154 11.3446 65.3256 18.4445 69.4968 60.1128 51.6853 17.9034 14.425
internal_count=4034 3057 2340 717 2049 751 1298 477 652 171 488 352 263 109 177 163 821 610 343 283 267 75 120 211 62 276 252 231 121 65
is_linear=0
shrinkage=0.00744031


Tree=51
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 4 0 0 4 2 1 3 0 1 0 1 1 2 3 4 3 3 2 4 3 3 4 3 1 1
split_gain=35.7677 11.9296 15.6517 11.9305 9.1969 7.62854 7.9329 7.28986 6.81081 6.39443 11.177 7.19139 7.17336 6.11927 9.02034 6.46001 9.10433 6.02667 8.18009 5.94791 6.45535 5.94595 5.94048 6.52406 8.68791 5.99347 5.83881 9.06226 5.53183 11.1594
threshold=104.06483731340002 76.451683855550016 70.206395618550019 94.773526014550015 85.995710218650018 41.872294782850005 85.812895065800021 85.791387400750025 44.952171034750002 -0.048954999999999992 81.479100559500012 0.083495000000000028 96.039789794050009 64.407391431150018 89.415428960600011 62.095317438950012 62.041548276350007 -0.08854999999999999 0.089305000000000023 41.827117825850003 0.09450500000000002 0.10507500000000002 0.22598000000000004 42.094663496250007 0.088435000000000027 0.097015000000000032 47.927946529500012 0.087555000000000022 58.167480110400007 60.613977009100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 5 28 7 26 21 11 22 -5 -13 15 -15 16 -6 -18 -19 20 -14 -1 23 -11 -25 -24 27 -7 -3 -30
right_child=-2 2 3 9 13 6 -8 -9 -10 10 -12 12 19 14 -16 -17 17 18 -20 -21 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.01177803649593271 -0.0097137575045825892 0.011180283845293713 -0.008704487651609109 -0.0073050508820389944 0.0049683136626536683 -0.012453406581997169 -0.016312067131282866 0.014543945956691916 4.3923457928250271e-05 0.0075033883883456852 -0.013178939030181601 -0.0096687681022032575 0.0023665271808589782 -0.011104697162314747 0.002489955073273804 0.0071492657648492327 0.005746336366209955 -0.015705068244334666 0.0012145854352758507 0.0054859711741172164 -0.0061484777750907202 0.013756143460297989 -0.015423251728500533 0.0036383883482153977 -0.016469039577235785 0.0055201340129332893 0.009108903016514 0.00017751224265545834 -0.01340967427409237 0.0026152453663698442
leaf_weight=15.183144114911562 36.924066178500652 6.7768849134445182 20.896760538220406 21.338336460292339 53.127078481018543 10.999830521643167 4.9058907330036154 2.7286614552140227 13.51388983055949 34.697388641536236 4.6376260034739962 8.0229394733905774 22.035898212343454 5.7609408088028422 90.807905897498131 79.121588282287121 5.2925316914916065 6.6477279141545278 6.0650864616036415 20.883789375424385 17.916660282760859 1.0845109224319447 3.3374217376112929 9.7868710719048959 3.153554566204547 2.7798843905329704 3.6004519164562216 14.770375739783047 5.3239506334066382 51.288702320307493
leaf_count=352 879 15 296 247 177 169 40 5 81 114 59 95 91 33 349 268 15 43 23 74 126 2 31 50 28 13 9 113 39 198
internal_value=0.000321765 0.000999829 0.00137353 -0.00125093 0.0026546 -3.38603e-05 -0.00383478 -0.00192782 -0.00548378 -0.000202708 0.00251355 -0.00196118 -0.000305198 0.00374813 0.00167895 0.005078 0.0027741 -0.00370022 -0.00763296 0.000929645 -0.00145201 -0.0100758 0.00386739 0.00512241 -0.00126175 -0.00590596 -0.00345812 -0.00521391 0.00218502 0.00110823
internal_weight=583.41 546.486 516.705 169.487 347.218 100.395 37.0052 32.0993 29.7815 148.59 58.3927 90.1976 68.8593 246.823 96.5688 150.254 71.1324 18.0053 12.7128 60.8363 39.9526 16.2677 53.7551 47.6378 12.9404 6.11731 29.3707 25.7702 63.3895 56.6127
internal_count=4034 3155 2720 1224 1496 588 336 296 435 928 295 633 386 908 382 526 258 81 66 291 217 354 236 192 78 44 291 282 252 237
is_linear=0
shrinkage=0.0105353


Tree=52
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 4 3 2 4 3 2 3 0 3 2 3 4 2 0 3 4 2 2 3 0 2 2 2 1 2
split_gain=43.737 14.836 17.0878 15.0763 10.8993 10.1078 9.07677 8.00852 6.71999 6.18366 5.99571 6.46013 10.6897 6.1794 6.85198 22.5183 6.63003 8.8512 8.19975 7.20508 7.19129 5.33385 9.6022 5.07328 5.04741 4.80779 8.17094 7.32058 4.79892 6.88737
threshold=102.70985441565001 76.451683855550016 70.206395618550019 95.117648655250022 85.995710218650018 41.872294782850005 -0.10747999999999999 -0.097294999999999993 44.952171034750002 0.10507500000000002 -0.22932499999999997 0.09117500000000002 87.638358136350021 0.080770000000000022 0.15607500000000005 0.099855000000000027 41.243661560350013 -0.11572 86.103248543850015 0.092835000000000015 41.872294782850005 0.17076500000000003 0.04932000000000001 -0.25095999999999996 86.643628628100018 -0.59502499999999992 -0.016334999999999999 -0.048954999999999992 65.020359884900017 0.12427500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 5 -3 -5 -7 9 -1 11 12 -6 24 16 -16 -15 -18 -19 20 -20 22 25 -10 -12 -8 27 -27 -26 -30
right_child=-2 2 3 6 10 7 21 -9 23 -11 13 -13 -14 14 15 -17 17 18 19 -21 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.010081019949491657 -0.0075395245656908636 0.0022269721764416827 -0.0066585504383583688 -0.011085581433319827 0.0052835670242139671 0.00081162069905856634 0.0052174575721627278 -0.007472177814828296 -0.009646391053231956 0.011901718003371611 -0.00053072164372712299 0.0031739730428688123 -0.015441925998262282 0.0054719213359924858 -0.014941511278580073 0.005885364492414274 0.0076480383269460208 0.0079424672345615212 -0.012044203035790641 0.002814321326078637 -0.0016556675380178384 -0.0058081818504312627 0.0064568994222635899 0.002790203118050491 0.0091937066346716792 -0.0013945377696144819 -0.014656001502339136 0.0060777114968879834 -3.1183585227522033e-07 0.010772026648398927
leaf_weight=16.303460072726018 52.477104354649782 64.272196665406227 30.875272165983915 5.4208509661257258 3.3554432988166827 17.6861302703619 12.638589695096014 20.4593675583601 3.5563937015831462 1.1109640598297108 7.7812837660312644 11.494307726621626 5.092922680079937 78.477984882891178 6.9451537802815464 10.752539500594137 16.179726779460907 9.2294536456465703 7.1032372042536762 20.51576479524374 22.803094699978828 9.1363091468811017 23.802801437675953 10.649880196899174 36.332837857306004 65.107435010373592 3.2997420057654372 12.742661058902739 13.703718051314356 7.4450784474611273
leaf_count=352 977 252 393 71 11 128 42 208 25 2 30 38 47 230 56 30 42 28 43 70 95 66 77 56 118 408 28 41 54 16
internal_value=0.000327144 0.00107194 0.00143474 -0.000986477 0.0025323 4.50195e-05 0.000338751 -0.0036314 -0.00492475 -0.00867862 0.00352269 -0.00122517 -0.00721037 0.00392175 0.00302555 -0.00228778 0.00363493 0.00173383 0.000129677 -0.00130041 -0.00412311 0.000827434 0.00134299 -0.00032317 0.00628378 4.51199e-05 -0.00076044 -0.000171465 0.00720626 0.00379191
internal_weight=606.752 554.275 522.654 163.024 359.63 102.418 132.148 38.1455 31.6207 17.4144 257.213 19.9427 8.44837 237.27 172.007 17.6977 154.309 75.8313 59.6516 50.4221 29.9063 126.728 117.591 14.2063 65.2629 93.7884 81.1498 77.8501 57.4816 21.1488
internal_count=4034 3057 2622 1126 1496 588 733 336 435 354 908 96 58 812 594 86 508 278 236 208 138 662 596 81 218 519 477 449 188 70
is_linear=0
shrinkage=0.00901559


Tree=53
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 0 4 4 0 2 2 2 4 0 3 1 0 0 3 0 2 3 1 0 4 2 2 2 4 2
split_gain=30.9667 9.89738 13.6647 7.93765 10.1108 8.87589 8.08857 8.32112 5.92448 6.1623 7.67119 5.32664 8.18825 7.44361 5.22549 5.13025 8.67858 5.65874 5.10233 4.56354 4.51417 6.3108 4.16954 6.68391 6.62079 5.04745 4.94793 8.01076 7.48526 7.45123
threshold=104.06483731340002 42.719328117250008 75.462331263550013 64.407391431150018 65.29995953045001 88.606203063300015 42.67709657435001 42.198888176300009 100.15850764985002 -0.5775499999999999 -0.23783499999999999 -0.122165 49.122847560300009 85.791387400750025 0.093580000000000024 66.590419433100024 95.620390325650007 90.407470010750018 -0.10747999999999999 69.018097124900009 -0.070909999999999987 0.090390000000000012 66.590419433100024 90.407470010750018 35.509685375550013 -0.089094999999999994 -0.061874999999999999 -0.0034049999999999996 39.792680591700012 -0.090495000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 9 -3 -11 12 -12 19 -9 17 -17 20 -14 -13 21 -15 23 24 -6 -26 28 -28 29 -24
right_child=-2 8 3 4 22 -7 -8 14 -10 10 11 13 18 15 -16 16 -18 -19 -20 -21 -22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=-0.013924757329585813 -0.011721628604171128 0.012020178148565217 0.003607373759974677 -0.016825443628195293 0.010287386292193484 0.013599391658475804 0.013089192016928392 0.00025677748993917758 -0.012425360776356954 -0.012377028689955893 0.0073675365174412071 0.0090315659412915517 0.0037217231205547438 -0.0039339937574840939 -0.015598196240806137 -0.015760904104484857 0.0021386432341854002 0.013401705014150231 -0.015871402486468789 -0.015157318214528983 -0.010731499120545074 0.011404407062438459 -0.0022984579531015706 0.014310072155512089 -0.016941082259907501 0.0025907998599353759 0.0078587821830680433 -0.00035406100947501449 0.0017760280053575701 -0.014452545501601459
leaf_weight=8.8646060228347761 33.925363130867481 5.549308978021144 146.41664614900947 5.4478015936911097 7.0023702755570474 16.145519398152828 13.760303713381289 7.9151458181440812 8.872086897492407 10.971394866704939 23.868823166936636 1.5087656974792469 4.0701065510511381 10.632665492594251 6.3665690347552299 8.6830881461501139 9.7725406698882562 6.3153786659240714 5.0617994219064713 10.805525891482828 5.5751606822013846 7.9631768316030493 31.638401415199038 10.117236807942389 4.24149873107672 4.7730572447180704 32.144856370985508 54.066291730850935 50.961876146495342 11.738604452461006
leaf_count=253 879 17 556 46 20 51 58 47 139 190 89 20 18 48 48 156 53 17 81 174 29 20 195 25 23 17 104 304 244 113
internal_value=0.000346414 0.00111707 0.00207586 0.00242805 0.000694272 0.00435765 0.00350236 0.00268145 -0.0021812 -0.00136075 -0.00206641 -0.000866267 0.00335339 -0.00313953 -0.00681113 -0.000861425 -0.00628282 0.00242054 -0.00713871 -0.0121937 -0.00044861 0.00263427 0.00115606 0.0060199 0.00078333 -0.00659928 0.000452031 0.0027082 -0.00160976 -0.00558757
internal_weight=565.176 531.251 411.601 402.736 212.132 190.604 174.459 160.698 119.65 110.778 105.228 94.257 33.0007 61.2563 14.2817 48.942 18.4556 30.4864 9.13191 12.3143 24.171 18.5958 206.684 26.1342 16.0169 9.01456 180.55 86.2111 94.3389 43.377
internal_count=4034 3155 2104 1851 1091 760 709 651 1051 912 895 705 188 517 95 323 209 114 99 194 97 68 1045 85 60 40 960 408 552 308
is_linear=0
shrinkage=0.0130285


Tree=54
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 1 1 1 0 3 4 1 3 1 4 3 1 2 4 2 0 1 1 4 3 2 4 0 2 0
split_gain=39.0506 13.0716 22.0408 12.305 9.44782 9.77255 8.38184 7.80582 7.75153 6.31337 6.67777 5.28287 19.1852 5.76172 5.99383 6.13196 5.26815 11.0615 6.04407 12.3255 7.45415 5.78258 5.65476 5.22464 6.14179 4.90265 4.79368 4.67823 7.10551 6.73553
threshold=102.89804648475001 85.667718326750006 66.590419433100024 43.680097826700013 61.87486387225001 60.613977009100005 58.167480110400007 57.041016153700006 90.297243227400017 0.087905000000000025 47.927946529500012 65.536543845950021 0.10371000000000001 62.095317438950012 42.779078631750004 0.091375000000000026 62.052302108850007 -0.089094999999999994 41.872294782850005 -0.074999999999999997 86.20003303655001 61.987779113750001 61.901748453550006 44.952171034750002 0.10507500000000002 -0.074349999999999986 38.064633603500006 101.86567856270001 -0.016679999999999997 98.142164052000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 27 5 6 7 23 11 -5 -11 13 -13 16 -15 -16 18 -18 21 20 -20 22 -3 24 -1 -19 -7 29 -29 -4
right_child=-2 2 3 9 -6 26 -8 -9 -10 10 -12 12 -14 14 15 -17 17 25 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.014392594445690769 -0.010383779149868658 0.0094233642006788746 0.0014149803191884566 -0.010959949337854078 -0.0095200601169800839 0.012109049969848429 -0.01486802547565326 0.0081407401135892617 0.011814267642944989 -0.0090989101394375882 0.013495167342231001 -0.021942785192941752 0.011566922392511706 0.0081653238339204851 0.0045205665059332781 -0.014209639177013029 0.0085159345025194975 -0.019420464315538899 -0.0081081198201053278 -0.016490734969740226 0.0091318347249464589 0.0096072950308823037 -0.0018570892533578854 0.00034666992980580941 0.01647095613767539 -0.0028186313358166131 -0.0002611153104233098 -0.0025026478812353995 0.012273818329639767 -0.0042629318687195583
leaf_weight=9.8276629745960253 47.17002634704113 10.569632910192015 130.01323900744319 23.601132676005367 24.649786129593849 11.351031117141249 8.4650144726037961 10.159597154706715 23.031835667788982 4.2216689400374872 3.9121721088886261 5.0530161261558515 5.5816651284694672 81.062096178531647 9.405504532158373 3.8131474480032912 7.2755918130278614 5.622955024242402 5.622239872813231 6.2067926451563826 12.657775186002253 32.711358487606049 19.857775889337063 13.437828611582516 1.1143304109573353 5.4250158444046948 8.5072450190782529 8.5399020686745661 12.366354413330553 43.209076400846243
leaf_count=210 960 28 632 367 341 33 96 46 64 33 13 33 14 273 38 22 21 37 39 44 35 89 78 77 2 23 37 48 36 265
internal_value=0.000493232 0.00143073 0.0022708 -0.000505197 -0.00298269 -0.000419256 -0.00375739 -0.00103436 0.00495146 -0.00769764 0.00176827 0.00420187 -0.00435505 0.00465635 0.00689677 -0.000882483 0.00266266 -0.00341271 0.0039331 -0.00132119 0.00382948 0.00597084 0.00206143 -0.00485783 -0.0112495 -0.0112683 0.0068097 0.000670581 0.00623785 -1.33455e-06
internal_weight=594.442 547.272 459.76 225.864 87.5125 62.8627 43.0044 34.5394 233.896 31.735 8.13384 210.865 10.6347 200.23 94.2807 13.2187 105.949 18.3236 87.6256 24.4868 18.28 63.1388 30.4274 24.3798 10.942 11.048 19.8583 194.129 20.9063 173.222
internal_count=4034 3074 2232 1394 842 501 431 335 838 413 46 774 47 727 333 60 394 81 313 118 74 195 106 289 212 60 70 981 84 897
is_linear=0
shrinkage=0.012459


Tree=55
num_leaves=31
num_cat=0
split_feature=1 4 0 1 1 1 4 0 1 4 4 2 4 1 0 3 1 3 2 0 1 3 3 3 2 0 2 2 4 4
split_gain=29.2801 9.44857 15.167 9.95394 7.99028 9.00379 8.01865 7.85517 7.26854 7.1592 6.81048 6.79351 5.9318 5.43345 16.3825 6.57626 5.84149 5.6622 5.36262 5.15805 6.91692 4.73827 4.57094 6.20643 15.2254 6.61182 7.23449 8.06986 5.57092 7.2397
threshold=83.740093847200015 43.832725745850006 75.462331263550013 72.378669787950017 70.206395618550019 70.727956495850009 38.244973486750006 85.995710218650018 71.397382570300024 41.872294782850005 47.709122305950011 0.22598000000000004 45.295823381400005 71.104340634100012 96.039789794050009 0.09117500000000002 81.011308844800013 0.086230000000000015 -0.10423499999999999 98.413698323200009 80.468240302450013 0.092835000000000015 0.080515000000000017 0.093325000000000033 0.0023400000000000005 86.103248543850015 -0.093879999999999991 -0.06828999999999999 38.804080188450008 42.047301293400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 7 -6 8 9 -7 -4 12 13 -3 -8 -15 17 -17 19 -11 -16 -21 -10 -9 24 25 -24 -27 28 -28 -30
right_child=-2 3 4 -5 5 6 11 22 21 18 -12 -13 -14 14 15 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.014434953113705726 -0.013239213632050661 -0.0020139852998599956 0.0022238559354104777 -0.015245981270983614 -0.016225108666676279 0.0064425151399700445 0.015629366838493655 0.0079831666761412297 -0.017009191535270338 0.0045504543574713518 0.0040209204626488054 -0.012363290714384377 -0.016074551990451505 -0.016262906208091316 0.0075490253028223653 -0.0034340215649591222 0.011675292075788615 0.011133282950323009 -0.01027992148743921 -0.014875248856101024 0.0044865016616747605 -0.0045618651979758527 0.013784787503335453 0.0061797141660502259 -0.016655527092286865 0.0065323139845964301 0.0056510325834509814 0.0051762366152342289 -0.020682681248412681 -0.0037198722319787335
leaf_weight=10.334526855498551 27.364496037364006 19.890153937041763 63.782011304050684 11.420680183917282 6.3439049124717704 6.6412451751530197 5.5775659233331671 56.295652702450752 9.3202980719506758 5.9567822627723244 23.518517930060625 5.7757641710340968 7.5330099612474433 8.253469128161667 16.840764209628109 29.200851492583752 5.5442048497498027 25.571593247354031 17.436639569699764 5.7559254467487326 8.0716602914035303 13.836332719773052 8.8811186626553518 82.526386097073555 8.0630980730056745 28.975425787270062 4.8342301845550493 15.682603739202035 7.6861985623836544 11.343904845416544
leaf_count=301 757 205 265 252 82 32 17 213 125 35 120 60 125 108 54 167 22 77 191 54 42 111 26 271 61 93 17 52 49 50
internal_value=0.000373116 0.00107475 0.00173154 -0.00385973 0.00209617 -0.000500089 0.000210491 0.00331929 -0.00600257 -0.000118144 -0.00130703 0.00188454 -0.00587635 0.00266965 0.00194127 0.00359261 -0.00102306 0.00644417 -0.00650359 0.00253434 -0.0035731 -0.00957178 0.00465534 0.00354016 0.000991405 0.00282968 0.0014098 -0.00234339 -0.00728496 -0.0105711
internal_weight=558.259 530.895 468.532 62.3624 458.198 146.734 140.39 311.464 29.7979 87.1754 50.9417 110.592 27.4232 104.816 99.2385 90.985 34.7451 56.2399 23.3934 30.6683 13.8276 23.1566 224.289 167.993 85.4666 77.4035 68.5224 39.5469 23.8643 19.0301
internal_count=4034 3277 2575 702 2274 951 869 1323 268 491 450 601 330 541 524 416 189 227 226 150 96 236 832 619 348 287 261 168 116 99
is_linear=0
shrinkage=0.0134944


Tree=56
num_leaves=31
num_cat=0
split_feature=1 3 1 3 4 0 0 4 2 4 3 0 0 2 1 4 2 0 0 0 3 4 4 1 0 2 2 4 0 2
split_gain=25.8396 8.34355 8.72853 11.7471 7.88358 7.70169 6.93057 6.44756 6.8096 10.4971 5.18399 5.22465 7.16945 4.55517 9.32305 5.78048 4.45979 4.15133 4.45209 4.36221 6.09321 7.39452 6.20661 4.37046 4.16357 4.08537 5.12194 4.4661 6.97408 6.37433
threshold=83.740093847200015 1.0000000180025095e-35 64.407391431150018 0.079805000000000029 38.539340721750001 85.995710218650018 71.131225215400022 43.680097826700013 -0.16276499999999997 47.709122305950011 0.41214500000000009 85.812895065800021 85.732241321850012 -0.080019999999999994 71.397382570300024 35.509685375550013 -0.092990000000000003 89.493394246350007 86.135510041400025 86.329079026800017 0.092835000000000015 41.872294782850005 41.319407281650008 62.030794443850006 86.89903215050002 0.0023400000000000005 -0.018034999999999999 41.535369675400013 85.121961326250016 -0.08786999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 10 -1 -4 9 -9 11 12 25 15 -15 -8 -17 18 -7 23 21 22 -21 -20 -23 26 27 -6 -29 -30
right_child=-2 2 7 4 5 17 13 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 19 20 -22 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.018154482982774882 -0.014864993670466302 0.013408274496278886 0.00090064015386804403 0.010910858899427014 -0.014401450723921424 0.010796076325377806 -0.024829544749625305 -0.01463943331593928 -0.012632348575289935 0.015688016780587455 0.012483119956056698 -0.01427855036061332 0.0088819177037629538 0.0063527104585353929 -0.012001522958974628 -0.0023189560420471449 -0.02351976768492383 0.01648266018859041 0.0023331780262079325 -0.00079152434032206452 0.0078577399686191977 0.010633854836007272 -0.023418054139426169 -0.018256387779697684 -0.003455966695122898 -0.017849548707732296 0.01621978316452723 0.015305919920692747 -0.020358348500695261 0.0050713944116773033
leaf_weight=6.9158852342516175 25.171568375080824 28.840026218444109 200.83217263221741 24.519642597064376 8.5609962753951567 15.630787819623945 3.4176432956010094 4.7459947057068366 18.230712572112679 6.3306302353739738 4.6993655599653712 10.261110596358774 10.696502096951006 27.29869407787919 8.6652423553168756 32.941981885582209 2.5400217808783045 6.078986018896102 4.9600682631134969 6.1194778382778185 32.781678922474384 10.649280458688738 5.4450559839606285 4.8421799540519714 9.3705418109893781 5.4696142859756938 2.8740780353546205 4.5918219387531272 4.7759002298116684 4.5983451716601831
leaf_count=175 757 128 1098 97 55 51 55 74 329 23 14 61 40 122 99 337 35 18 19 24 106 32 37 28 40 54 10 21 60 35
internal_value=0.000388286 0.00112995 0.00197768 0.00428479 0.0027976 0.00149231 -0.00338863 -8.50912e-05 -0.00683994 0.00269363 -0.00302112 -0.00442691 -0.00199498 -0.00202456 0.00193039 -0.00568104 -0.00383664 0.00415333 0.00331869 0.00174285 0.00320188 -0.00163048 -0.011445 -0.00783779 0.00403893 -0.00576375 -0.00316132 -0.00563403 -0.000259727 -0.00788431
internal_weight=542.856 517.684 435.905 205.765 176.925 152.406 81.7795 230.14 29.3073 11.0766 56.5277 51.8284 41.5673 74.8636 35.9639 38.8996 35.482 95.8781 89.7991 74.1683 64.366 31.5844 11.5645 9.80225 20.0198 30.8708 25.4011 22.5271 13.9661 9.37425
internal_count=4034 3277 2454 930 802 705 823 1524 426 97 350 336 275 648 221 427 372 355 337 286 239 133 61 47 72 235 181 171 116 95
is_linear=0
shrinkage=0.0154165


Tree=57
num_leaves=31
num_cat=0
split_feature=0 4 0 0 1 0 1 4 3 3 0 1 3 4 3 3 2 3 3 3 4 3 3 2 0 2 0 4 4 1
split_gain=23.4744 7.59094 10.4789 6.59847 6.38938 9.7646 7.92826 5.79397 7.56215 5.77548 6.09039 7.95185 5.52388 5.51185 7.29247 6.61083 5.45891 5.20495 6.4619 5.31918 6.0269 4.64243 4.63088 5.88008 9.68473 4.48824 6.71694 9.80034 8.0949 4.6749
threshold=107.57327517365 42.719328117250008 75.462331263550013 100.15850764985002 63.705703859100005 87.278104746850019 62.111448187750007 39.577821550850011 0.087795000000000026 -0.27172999999999997 89.168090812600013 65.29995953045001 0.086230000000000015 41.872294782850005 0.091290000000000024 0.093580000000000024 -0.085584999999999994 1.0000000180025095e-35 -0.15572 -0.25095999999999996 48.226196960950006 -0.55648999999999993 0.080770000000000022 -0.5775499999999999 85.791387400750025 -0.059424999999999999 91.066142252700018 38.748048509250005 35.050303764500008 66.351146659450009
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 6 12 7 -4 -9 -7 -11 -12 -6 14 16 -15 -10 18 19 21 -21 -3 -19 -24 -25 26 29 28 -28 -13
right_child=-2 3 4 -5 5 9 -8 8 13 10 11 25 -14 15 -16 -17 -18 22 -20 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.013912971506334451 -0.013924099553927377 0.00078981084433977036 0.006987654455243005 -0.012324845212062738 -0.0024666893968496298 -0.014573242176609574 0.0082189054695341567 0.0054169906869821474 -0.0013211551112166245 0.012984644977054394 -0.02118631263149617 0.00077025449027399886 -0.026591709242294207 -0.00079303946062565746 0.0017368040589197445 -0.020214853768785485 -0.026106554572110269 0.0064593707949007683 -0.016929322613357674 -0.0063514307467063885 0.0155118669344403 -0.01937590753925332 0.01227272857008044 -0.014968628125295052 -8.5069952479996087e-05 0.0033915824367116375 0.0019721091144287274 0.00059385899819591401 -0.013966010797466406 0.013910553266458802
leaf_weight=7.3199306987226 19.362681167200208 3.7495601810514962 30.42460685223341 10.101238803938029 3.102256014943122 4.0510318093001834 51.443019438534975 32.176447048783302 3.0814321637153625 7.4497856050729743 2.7942382320761672 10.642845377326013 3.4999739974737167 6.1166963763535005 37.917894370853901 6.0312050208449364 3.0776692926883689 17.363731553778052 7.248812671750783 4.1964471805840731 4.5575278401374817 4.1872053965926179 5.1173641681671134 9.0166282746940833 47.401163456961513 88.55725184455514 8.0535435527563113 68.184574011713266 17.564986944198608 8.3896216452121717
leaf_count=253 649 29 101 214 31 43 215 121 18 24 17 40 38 37 140 55 24 126 130 58 11 68 15 168 307 440 48 398 195 21
internal_value=0.000303709 0.000840914 0.00169204 -0.00217264 0.00198303 0.000513234 0.00390188 0.00203291 0.000327669 0.000995927 0.00129394 0.000867407 -0.0152558 -0.00258485 -0.000421137 -0.0104356 -0.0137063 -0.00117544 -0.00655169 -0.00204467 0.00503112 -0.00984903 0.000455822 -0.00123823 -0.00246374 0.00117339 -0.000567519 -0.0020142 -0.00895564 0.00656257
internal_weight=532.181 512.819 399.879 112.94 392.559 222.29 170.269 118.826 88.4013 215.688 211.637 204.187 6.60223 56.2249 44.077 12.1479 6.1591 102.838 23.9396 16.6907 8.75398 7.93677 78.8989 61.5352 56.4178 201.393 112.836 93.8031 25.6185 19.0325
internal_count=4034 3385 2259 1126 2006 1295 711 496 395 1226 1183 1159 69 274 182 92 42 912 296 166 69 97 616 490 475 1142 702 641 243 61
is_linear=0
shrinkage=0.0131635


Tree=58
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 4 0 1 1 1 1 1 3 0 4 0 2 2 4 2 2 2 0 0 4 4 0 3 4 3
split_gain=40.1448 14.1821 22.8942 15.5221 9.7131 8.60641 8.09594 8.39695 7.88266 13.3788 7.38618 8.99853 7.37323 6.9455 6.22521 10.0217 5.96554 16.9656 5.16276 5.00082 8.56337 4.87937 4.74584 5.58815 4.6573 7.95689 10.1974 4.15434 7.28551 3.89565
threshold=103.48144189910001 85.121961326250016 70.206395618550019 96.039789794050009 -0.58994000000000002 48.226196960950006 97.878695155250014 78.10777406390001 71.096275259700022 70.776348742200014 81.479100559500012 83.116371560950014 0.099855000000000027 95.117648655250022 42.779078631750004 85.791387400750025 -0.092710000000000001 -0.59681499999999998 37.627645350900004 -0.083064999999999986 -0.22403500000000001 -0.075639999999999999 101.55650587770002 100.52682641375002 42.67709657435001 42.198888176300009 86.692020874450009 0.08481000000000001 43.157831852650006 0.076835000000000028
decision_type=2 2 2 2 2 2 2 2 2 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 14 8 -1 12 29 21 9 13 16 -12 -6 -4 24 -16 17 -9 -14 20 -17 -8 23 -18 25 -3 -27 -21 -29 -5
right_child=-2 2 3 6 5 -7 7 10 -10 -11 11 -13 18 -15 15 19 22 -19 -20 27 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0068831653583440264 -0.0056635147630802662 0.0026466367558236814 -0.0077192627687618668 -0.0025203651769501682 -0.0048659252494500519 0.0020177401711012591 -0.0015686477809223043 0.008498723456618458 -0.0063609231596990874 0.0069939019006266916 -0.0079735038795692749 0.0018674209374197343 0.0060692162261738371 0.0055858209985335024 -0.0064382711912441331 -0.0043915188169978085 0.0056352234243806677 -0.0090710925939455952 -0.0027356114356735231 0.0024195639485792026 0.0041626395094164909 -0.0068075485636973979 0.0055999178024583917 -0.0035155584360655186 0.005596503572180285 -0.0068742825704899606 0.0024068251494928608 -0.0098115739960748516 0.0015656353811462893 0.0030303048605440606
leaf_weight=4.6944800466299048 42.095135893672705 222.12789274007082 7.9603377468883973 5.7270353436470023 42.078648421913385 13.319164097309111 19.026586621999744 3.5797441750764847 24.891966998577118 5.7863532900810233 7.5354736633598787 7.3129093311727047 4.5860036760568601 1.9511901438236234 7.7871230244636527 5.6539972163736776 4.5726220607757586 5.675138480961321 6.3330548591911793 5.8156856894493094 26.974587075412277 11.328636165708302 17.57080152630806 6.390762135386467 18.527141962200403 8.2966466173529643 10.994044691324232 4.7535134479403478 4.2652218416333199 42.734132304787636
leaf_count=13 920 750 96 36 593 53 128 7 339 18 109 32 11 7 102 45 12 57 39 23 85 104 50 34 72 68 36 31 15 149
internal_value=0.000287946 0.000736718 0.00112127 -0.000732996 -0.00190188 -0.00252377 0.00032185 -0.000876642 -0.00414921 -0.000642109 0.000649944 -0.00312679 -0.00366512 -0.00510001 0.00213339 0.000206877 0.00213393 -0.00227517 0.000962415 0.00129713 0.00268034 -0.00352382 0.00356399 0.000301061 0.00254286 0.00230852 -0.00158484 -0.00174528 -0.00443096 0.00237434
internal_weight=600.346 558.251 487.24 172.044 71.0114 66.3169 131.454 82.9927 40.5898 15.6979 52.6375 14.8484 52.9977 9.91153 315.196 55.2501 37.7891 9.25488 10.9191 47.463 32.6286 30.3552 28.5342 10.9634 259.946 241.419 19.2907 14.8344 9.01874 48.4612
internal_count=4034 3114 2405 1178 709 696 718 533 460 121 301 141 643 103 1227 301 160 64 50 199 130 232 96 46 926 854 104 69 46 185
is_linear=0
shrinkage=0.00631991


Tree=59
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 2 2 3 3 2 0 3 0 4 4 3 3 3 2 4 4 2 4 3 1 1 0 2 4 3
split_gain=22.0615 7.23198 11.6832 9.17674 6.53866 5.88745 9.91925 6.86924 6.67127 6.36857 6.76473 5.74411 5.73606 5.70906 7.03559 5.0192 4.66504 4.39779 4.38581 5.21921 6.19556 4.37469 4.31664 4.79273 7.11273 5.05234 6.0173 4.67887 5.18079 4.29389
threshold=107.57327517365 70.206395618550019 85.667718326750006 94.773526014550015 61.982402197500001 -0.048954999999999992 0.22598000000000004 0.096665000000000015 0.083495000000000028 -0.068964999999999985 96.039789794050009 1.0000000180025095e-35 102.31465107045001 41.827117825850003 41.147265497500008 0.09450500000000002 0.097015000000000032 -0.16320999999999999 -0.22932499999999997 39.577821550850011 41.685324604100011 -0.10423499999999999 35.171584490050009 0.078905000000000017 60.613977009100005 58.167480110400007 78.14810093585001 0.18145000000000003 42.233786329550007 0.090390000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 11 8 7 12 -5 10 -10 -1 -7 14 15 21 -8 -6 19 -4 -21 -12 -13 -24 25 26 -25 28 -26 -3
right_child=-2 3 18 5 17 6 16 -9 9 -11 13 22 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=-0.0053287718070998032 -0.013139724213120528 -0.014371054991959937 -0.011817225148100586 -0.0083399479047862376 0.0048350672527136271 0.0047065993118810406 -0.016044882638633358 -0.004496597754709836 -0.010972662267914868 -0.015501279723175779 -0.00080015134888686246 0.010954881884358924 0.01592069158741358 0.007064864247037712 -0.015622636596463636 -0.0045120193294278504 0.0022645644865895362 -0.01263686105129413 0.00351503034961462 0.0094355135574788421 -0.0069885297967990654 0.011134468575368827 0.012907653705555164 -0.01633505798686247 -0.010100457795022395 -0.019022363551658657 0.008117607666915062 0.013754793019592164 0.010195147578091623 -0.001932749415127887
leaf_weight=24.065478106960654 18.325179371982813 11.393161771818997 6.3960565552115467 21.517212456092238 2.7001952119171628 29.010687647387385 5.6552521232515556 9.2934160958975536 7.116336438804864 4.0948766432702532 9.526264391839506 7.496759792789816 9.3744324613362533 21.249969381839037 4.5039837211370459 14.705615051090716 3.4988240841776133 13.065407009795305 245.03676579892635 7.597715772688387 6.7257352471351624 9.5566808022558671 4.0259764716029194 2.662595923990013 4.6163329444825631 4.6502613052725792 3.7856398671865463 5.1092347912490359 3.3870675563812256 6.9352927282452574
leaf_count=354 649 222 34 338 23 128 82 62 92 47 68 31 46 93 36 112 23 250 988 22 52 31 13 37 27 48 14 13 25 74
internal_value=0.000295253 0.000779178 0.00181991 -0.00134243 -0.00250432 -0.000319439 0.00283615 0.00511761 -0.00226307 -0.000415001 0.000511755 -0.000621891 0.00744531 0.00188434 -0.000990533 0.000959913 -0.00904674 -0.00964442 0.00304946 -0.00245654 0.00172342 0.00517667 0.00254803 0.000316062 -0.00177775 -0.00912036 -0.00197935 0.00443702 -0.00151129 -0.00966453
internal_weight=527.078 508.753 341.321 167.432 75.5649 149.104 56.8326 47.6785 92.2709 70.7537 66.6588 59.7993 38.3851 59.5425 38.2925 33.7886 9.15408 15.7656 265.756 20.7195 14.3235 19.0829 35.7339 28.2371 24.2111 11.0985 6.44824 13.1126 8.0034 18.3285
internal_count=4034 3385 1931 1454 835 1158 341 236 817 479 432 562 174 340 247 211 105 273 1096 108 74 99 208 177 164 99 51 65 52 296
is_linear=0
shrinkage=0.0124631


Tree=60
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 1 0 2 4 4 1 3 4 0 0 1 3 4 1 1 0 0 4 4 0 2 2 0 0 1
split_gain=47.3569 17.2306 21.3367 14.1765 12.1988 8.77672 9.9994 12.2875 8.76853 8.37907 11.3078 9.93566 7.12489 9.55764 6.90136 10.1873 13.0605 9.52863 6.19775 9.41771 5.79733 7.01309 5.47032 5.35511 4.98783 4.92456 4.90292 5.65675 4.78913 4.42627
threshold=104.06483731340002 42.719328117250008 75.462331263550013 70.206395618550019 96.163458868000006 70.389210771400016 86.20003303655001 -0.095854999999999996 42.67709657435001 38.244973486750006 73.037342029850024 0.099855000000000027 42.141702038450013 86.692020874450009 85.121961326250016 58.167480110400007 0.093325000000000033 35.171584490050009 71.397382570300024 70.727956495850009 95.469836670350006 100.15850764985002 40.206947806850003 42.434124620650003 69.018097124900009 -0.039434999999999998 -0.58559499999999998 99.239054969250006 85.764502819450016 64.407391431150018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 18 6 7 -3 12 10 -6 23 14 28 15 -4 -17 -18 19 -5 -7 -22 -13 -11 -9 -19 -24 -28 -14 -16
right_child=-2 5 3 4 9 20 -8 24 -10 11 -12 22 13 -15 29 16 17 25 -20 -21 21 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.006015169936195261 -0.0052807146310765666 4.5826281534352249e-06 0.0045713398735202629 -0.0066818396979633028 0.0045381125351769283 -0.0062146653487686098 0.0015964711865396224 0.0033066925066999766 0.0058224114280567493 0.0027492060106178483 -0.0043856323442836888 -0.0083340667729364451 -0.0011856438906338235 0.0022134703026297897 0.0029461467240788092 -0.0076961014328227051 0.0059985785543756401 -0.0073512381439137216 -0.0069789508425743352 0.0015889715643338223 0.00049447945008419532 -0.0054273919388852848 0.0045741258366000818 -0.0028651767064546327 -0.0069926974879900104 0.0016998786051509829 -0.0084275069696983472 0.00085332832798665659 -0.0085521312892099695 0.0013612873579582296
leaf_weight=12.069420188665388 43.373705647885799 30.874459650367498 8.7924133986234683 6.5338779501617017 5.588338956236842 13.272316470742224 46.537862580269575 1.559618692845105 17.034148871898651 66.626302104443312 17.501519680023193 3.6708353981375685 5.1471362859010714 11.730592541396616 144.68521169573069 8.4717743098735827 6.1076541543006879 3.9708836823701859 9.3888322338461858 11.055797688663004 15.683698080480101 9.6273624487221223 3.6342958956956855 5.4849932156503192 13.934516310691832 3.2696370780467987 3.3949626311659795 4.6318715326488018 5.3889402821660042 82.563536942005157
leaf_count=253 879 222 23 77 17 218 186 18 58 240 153 32 41 37 458 84 15 28 103 57 95 136 10 26 176 12 26 23 42 289
internal_value=0.000223547 0.000636426 0.00114792 0.00134682 -0.000103146 -0.00110141 -0.000192073 -0.00198715 0.00201779 0.000700527 -0.00222586 0.00147325 0.00178644 -0.00117774 0.0020424 -0.000392071 -0.00239209 0.000974239 -0.00339586 -0.00148331 -0.00329103 -0.00175797 -0.00251943 0.00232216 -0.00595597 -0.00326398 -0.000689027 -0.00307202 -0.00495342 0.00237034
internal_weight=621.607 578.233 446.743 434.674 137.512 131.49 92.9065 46.3686 297.162 110.533 23.0899 87.4433 280.128 22.2667 257.861 30.6124 21.8199 13.3482 26.9785 17.5897 38.5834 25.3111 15.332 72.1113 15.4941 7.24052 11.6611 8.02683 10.5361 227.249
internal_count=4034 3155 2104 1851 764 1051 602 416 1087 527 170 357 1029 120 909 162 139 55 237 134 449 231 91 266 194 40 59 49 83 747
is_linear=0
shrinkage=0.00546169


Tree=61
num_leaves=31
num_cat=0
split_feature=0 4 0 0 1 0 1 4 3 2 0 3 1 3 0 4 1 2 2 0 2 1 1 0 4 0 0 3 2 4
split_gain=21.1725 6.99341 9.94897 6.2536 5.83255 8.41192 7.61463 5.37553 9.88109 6.74247 5.80092 4.88855 5.59255 4.88301 4.75092 6.41924 4.71122 4.55574 5.85249 6.03095 4.56062 8.63964 7.44657 5.38733 6.32474 4.2143 8.21251 7.18483 5.0408 8.27229
threshold=107.57327517365 42.719328117250008 75.462331263550013 100.15850764985002 63.705703859100005 87.278104746850019 62.111448187750007 41.919251152600005 0.093580000000000024 -0.026144999999999998 79.532656873050016 -0.27172999999999997 64.407391431150018 0.086230000000000015 85.121961326250016 38.400997490450003 65.29995953045001 -0.5775499999999999 -0.23783499999999999 97.878695155250014 -0.11572 69.873026810350026 62.036171360100006 86.103248543850015 44.262924377150007 91.066142252700018 91.937202686950016 0.12535000000000004 -0.059424999999999999 38.244973486750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 17 6 13 7 9 -9 10 -4 -7 -13 -6 15 -12 -14 -3 19 -19 21 22 -20 24 -22 -18 -27 28 29 -28
right_child=-2 3 4 -5 5 11 -8 8 -10 -11 14 12 16 -15 -16 -17 25 18 20 -21 23 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0145178160528761 -0.014481166186329546 0.011420698610358878 0.011067844380151631 -0.012703554274832211 -0.0025609386950770354 -0.014191799568531687 0.0083825656680503822 0.0019518650689279223 -0.02029003500195533 0.0086204645401597793 0.0012511527591805446 0.015634358282122039 -0.014715586385323314 -0.026485580544390937 0.00084380996376558291 -0.023104450338918302 0.0060663010479867748 -0.016109372528273342 -0.00081136205316696187 0.021041717386402793 -0.017216864528480477 -0.010876733107209852 0.013379213033040712 -0.0007004359778926319 0.0026794494611039319 -0.016870013079806942 -0.0086378513250558835 -0.015515207636951186 0.0040296311726712546 0.0014609831187775079
leaf_weight=7.0325625445693722 17.663320997729897 5.1571037098765364 9.1433989629149419 9.7874970901757461 3.1260180920362464 3.9409859254956237 50.827082429081202 12.090791620314123 5.5081612281501284 30.596405982971191 4.276161424815653 5.0203593075275412 3.5826956629753104 3.3465140163898468 51.607337862253189 3.9385700672864914 28.965234443545341 8.1915599219500983 13.656040586531164 0.92092851921916086 9.268823975697158 6.7498802430927745 14.386989470571278 38.929195834323764 4.4949250631034365 5.0680563189089289 19.886353366076946 4.8950474001467219 74.956142574548721 67.623929616063833
leaf_count=253 649 17 29 214 31 43 215 66 53 100 17 16 19 38 196 35 99 185 71 5 168 134 44 245 43 43 197 54 366 389
internal_value=0.000332737 0.000848863 0.00170747 -0.00219498 0.00200125 0.000528705 0.00393333 0.00200315 -0.00500946 0.00324272 0.000856895 0.000996419 0.00128145 -0.0149308 -0.00070378 -0.0104262 0.000929918 -0.0011842 -0.00185714 -0.0123548 -0.000763708 0.00310379 0.00646887 -0.0033174 -0.0107192 0.00120824 0.000392171 0.000914906 0.00140994 -0.000833936
internal_weight=524.638 506.975 395.432 111.543 388.399 220.411 167.988 117.161 17.599 99.5619 68.9655 213.939 209.998 6.47253 59.8221 8.21473 204.977 101.755 96.5983 9.11249 87.4859 34.7929 28.043 52.6929 13.7637 201.395 172.43 167.361 162.466 87.5103
internal_count=4034 3385 2259 1126 2006 1295 711 496 119 377 277 1226 1183 69 248 52 1167 912 895 190 705 249 115 456 211 1148 1049 1006 952 586
is_linear=0
shrinkage=0.0137644


Tree=62
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 1 1 1 0 3 0 0 3 0 0 2 0 1 2 1 2 2 1 3 3 4 2 2 2 2
split_gain=39.1397 14.3303 25.4275 12.8717 9.16278 8.4879 8.24 7.81856 7.74123 7.3586 5.76985 11.9226 8.72594 6.48196 10.5457 9.52314 6.17041 10.4138 6.98685 6.78716 8.06562 8.04854 10.1423 5.47375 8.28962 5.40618 5.21104 5.03664 9.25861 8.40279
threshold=102.89804648475001 85.667718326750006 66.590419433100024 43.89540535710001 61.87486387225001 60.613977009100005 58.167480110400007 57.041016153700006 90.297243227400017 0.086955000000000018 91.937202686950016 90.767723400200012 0.12535000000000004 93.953546284800012 96.163458868000006 -0.117885 97.878695155250014 78.10777406390001 -0.59681499999999998 81.479100559500012 -0.117885 -0.041369999999999997 80.468240302450013 0.10371000000000001 0.084565000000000015 48.226196960950006 -0.083424999999999985 -0.079634999999999997 -0.077085000000000001 -0.08262499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 10 5 6 7 25 27 -5 11 -4 13 -12 15 -15 26 -18 -19 21 -21 22 -20 24 -17 -1 -16 29 -29 -3
right_child=-2 2 3 9 -6 -7 -8 -9 -10 -11 12 -13 -14 14 16 23 17 18 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0052678735525256435 -0.0055032693937578587 0.0020131878412742044 0.0014966565123819648 -0.0067972117616735845 -0.0051003661146954652 0.0033737440285838949 -0.0079047209210100413 0.0044243960853436459 0.0064489324174786308 0.00076711819015278827 0.0034537156863620249 -0.010794159314088279 -0.0076437285876118349 0.0047899637658111432 0.0005880591763088056 0.00029504997105972745 -0.0034184771877524547 0.0081824266194381792 -0.0079783579026284201 0.004525921223653348 -0.0093700752863102258 0.0050190689996337983 0.0055570338526177189 0.0025644802145399479 -0.0077688420839823608 0.0011316282862882255 0.0052337468096637996 0.0074243288656404569 0.0025048770374092627 -0.0043106516134895443
leaf_weight=13.830655731260778 46.445766165852547 86.851357828825712 8.1632955968379957 19.132128678262237 24.307589730247855 19.31789818033576 8.2621303088963014 10.046012453734873 23.802404150366783 8.0945644490420801 34.897197030484676 6.098575919866561 5.4785280227661124 6.1603280678391448 18.647297218441963 8.0138466954231315 24.538678094744682 6.8208862766623488 5.9204826578497833 2.8409810289740562 5.282514460384844 18.2607348561287 4.1752777099609375 4.4720249511301509 19.021371897310019 10.103883713483809 24.991046600043774 20.667734883725643 93.332677461206913 10.406852819025515
leaf_count=244 960 311 34 327 341 70 96 46 64 45 111 52 50 27 78 46 156 14 44 10 51 58 11 23 190 45 67 72 334 57
internal_value=0.000360071 0.000853472 0.00131344 -0.000253513 -0.00164311 -0.000277986 -0.00194795 -0.000499602 0.00285338 -0.00454832 0.0003203 -0.00375907 0.000627281 0.00087349 0.000269766 -0.0027725 0.00129773 4.28261e-05 0.00200435 0.0008492 -0.00451031 0.00238458 -0.00238056 -0.00425112 -0.00537852 -0.00256635 0.00324858 0.00244827 0.00339675 0.00133652
internal_weight=598.385 551.939 466.071 231.01 85.8682 61.5606 42.2427 33.9806 235.061 27.2267 203.783 14.2619 189.521 184.043 149.145 37.6676 111.478 67.8396 43.3009 36.48 8.1235 28.3565 10.0958 31.5072 27.0352 23.9345 43.6383 211.259 114 97.2582
internal_count=4034 3074 2232 1394 842 501 431 335 838 372 1022 86 936 886 775 286 489 344 188 174 61 113 55 259 236 289 145 774 406 368
is_linear=0
shrinkage=0.00665049


Tree=63
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 4 3 0 1 2 1 2 1 2 2 4 4 3 3 3 2 4 2 1 4 1 1 0 0 2
split_gain=40.7948 14.5991 24.4798 16.3588 9.7459 9.2631 8.57085 7.462 10.8622 6.96561 6.73684 8.04436 9.95647 7.74783 6.06974 5.64075 6.04121 5.64363 5.8238 5.44723 17.0813 10.056 9.59991 5.86902 5.59655 5.40427 10.3276 6.20083 5.24655 5.07377
threshold=102.89804648475001 70.206395618550019 85.667718326750006 96.163458868000006 61.923256118600001 43.89540535710001 0.10184000000000003 97.878695155250014 78.10777406390001 -0.59681499999999998 81.479100559500012 -0.041369999999999997 80.468240302450013 -0.117885 -0.25236500000000001 44.421469061800003 47.927946529500012 0.080135000000000026 1.0000000180025095e-35 0.093325000000000033 -0.018034999999999999 40.467253020850002 0.15607500000000005 61.93938686740001 41.50623664750001 71.096275259700022 70.776348742200014 95.262825394300009 101.86567856270001 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 6 7 -1 29 -9 -10 11 12 -11 -12 -7 17 -17 18 -4 20 23 22 -22 -19 -21 26 27 -3 -13 -5
right_child=-2 3 15 5 -6 14 -8 8 9 10 13 28 -14 -15 -16 16 -18 19 -20 24 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014626178475558283 -0.0051708927102002014 -0.0075146038865891197 0.0022015248002151587 0.0004816178270356728 -0.0049611706210502295 0.0055846250533471515 0.0037976284156132907 -0.0034437156291731962 0.0074308003871360918 -0.0074657724036010743 0.0039039779235801246 7.2787529900033472e-05 0.0049864632115977983 -0.0088044360716370493 -0.0073909217499050009 -0.006554970165567958 0.0030461079457166961 -0.0037878972548522319 0.005794044176824666 0.0038611576662469921 0.0036751082810455304 -0.011922371739258874 -0.0076214729325561961 0.0024868050234466612 0.0007717214527641305 -0.0057638867655119084 0.005273288798149413 0.004849365884639213 0.0068675857998431325 0.0047592940816640009
leaf_weight=48.680576168000698 46.666023295372725 7.8610671497881395 33.634795986115932 18.321349583566189 21.885002911090851 1.6527250185608853 15.681271888315676 26.296009965240955 6.631393387913703 6.1238145008683187 2.8013676404953003 6.897236801683909 4.1081226915121078 5.3357128687202913 8.3788137100636941 5.5257846228778345 4.5972427502274513 6.1060760766267768 35.531050890684128 79.658173203468323 6.2646331563591975 5.1323682665824881 5.3323676437139511 87.531102374196053 31.264239437878132 26.027132004499435 5.9330352619290343 1.9356646314263342 11.78804889321327 25.249212883412838
leaf_count=468 960 98 114 77 314 5 53 180 14 47 10 32 11 51 139 54 17 31 122 230 18 40 39 305 126 355 19 7 29 69
internal_value=0.000384726 0.000854257 0.00151208 -0.000684764 -0.00139396 0.000446641 -0.000180999 0.000950178 -0.00030147 0.00158996 0.00054466 0.00194429 -0.0024662 -0.00442929 -0.00525316 0.00234593 -0.00219476 0.00250419 0.00404703 0.00202196 0.00104865 -0.00471072 -0.00151912 0.00207763 0.00299038 -0.00403327 -0.00116972 -0.0050717 0.00435944 0.00296054
internal_weight=598.831 552.165 386.825 165.341 86.2469 123.584 64.3618 113.552 69.9817 43.6857 37.0543 28.9172 10.2319 8.13708 10.0315 300.578 10.123 290.455 69.1658 221.289 110.367 16.7294 11.597 93.6372 110.922 41.7569 15.7298 9.79673 18.6853 43.5706
internal_count=4034 3074 1931 1143 835 664 521 520 374 194 180 119 58 61 144 1096 71 1025 236 789 433 97 57 336 356 479 124 105 61 146
is_linear=0
shrinkage=0.00618797


Tree=64
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 4 0 1 1 1 2 4 4 3 1 1 2 2 1 1 3 3 3 2 4 2 1 4 0
split_gain=51.0478 19.3451 31.1962 18.2659 11.4005 13.1601 10.5784 8.59665 11.584 7.41183 8.7848 6.92085 6.42826 6.30711 6.3669 6.18824 10.85 6.04866 9.47267 15.0037 7.93625 5.8427 5.37187 5.08264 15.8026 11.7797 8.8362 5.68746 5.65817 5.52149
threshold=103.48144189910001 70.206395618550019 85.667718326750006 96.163458868000006 61.87486387225001 60.613977009100005 43.89540535710001 97.878695155250014 78.10777406390001 58.167480110400007 57.041016153700006 -0.25236500000000001 48.226196960950006 44.421469061800003 0.080135000000000026 71.096275259700022 70.897329358050015 -0.59681499999999998 -0.092710000000000001 81.479100559500012 83.116371560950014 1.0000000180025095e-35 0.080395000000000022 0.093325000000000033 -0.018034999999999999 40.467253020850002 0.15607500000000005 61.93938686740001 41.50623664750001 88.17067284620002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 -5 -9 10 12 -8 -1 14 21 16 -3 -10 20 -20 -19 -4 -15 24 27 26 -26 -16 -25 -30
right_child=-2 3 13 6 -6 -7 11 8 17 -11 -12 -13 -14 22 23 -17 -18 18 19 -21 -22 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=-0.0054081818380984706 -0.0060036661074633121 -0.0044060829805677168 0.0025363538232461001 0.0031338554868183123 -0.0051100647106165327 0.0040228821389781868 0.0063588706409614748 -0.0038098513025584622 0.0069938207305821004 -0.0074455328772478268 0.0041302344438975958 -0.0076600744475593292 0.0010246203064794 -0.0088632267171030298 -0.0036356706066236425 -0.0061937748717539069 0.0074083516929237918 -0.0093372307933496171 0.0038004020956220299 -0.0087222611894879985 0.003347251103222568 0.0061583784112909457 0.00093121882639035408 0.0041254953113456089 0.0041454703904191875 -0.012372053151803657 -0.0070276765416390722 0.0027224503819603301 -0.00054961033901128992 0.0055857148172209813
leaf_weight=15.833892498165371 47.874373380094767 11.974541924893858 34.78836327791214 44.104234658181667 26.935735646635294 21.080250721424818 1.7010396271944035 26.895172130316496 6.88331015408039 8.6531020961701852 10.439589105546473 9.7334291450679284 10.706535741686819 3.4141036644577962 6.1801270991563788 28.790062431246042 4.3600329309701911 6.2561070546507818 29.003833912312984 4.5513959676027289 3.00110774487257 38.66620197892189 7.0718565583229065 81.847239635884762 6.5440176129341143 5.2495677918195716 5.241475947201252 90.459288269281387 24.475255571305752 8.0037154555320722
leaf_count=244 920 114 114 146 334 70 5 180 16 96 46 148 45 38 31 355 10 55 96 47 11 122 33 230 18 40 39 305 106 20
internal_value=0.000361553 0.000884387 0.00165668 -0.000882758 -0.00158903 -0.000167404 0.000320191 0.00087865 -0.00041999 -0.00210311 -0.000853014 -0.00557456 -0.00281316 0.00263109 0.00280114 -0.00440512 -0.00125257 0.00141459 0.000517572 0.00210184 -0.00522503 0.00444297 -0.00225774 0.00227219 0.00131205 -0.00438245 -0.000823671 0.00231585 0.00322686 0.000962303
internal_weight=630.719 582.845 405.59 177.254 93.6491 66.7134 132.13 120.695 76.5909 45.6331 36.98 11.4345 26.5404 311.941 301.455 45.1246 16.3346 49.6958 42.8124 33.5552 9.25721 73.4546 10.486 228.001 113.674 17.0351 11.7855 96.6394 114.326 32.479
internal_count=4034 3114 1931 1183 835 501 704 551 405 431 335 153 289 1096 1025 479 124 225 209 143 66 236 71 789 433 97 57 336 356 126
is_linear=0
shrinkage=0.00641236


Tree=65
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 4 0 1 3 4 0 2 3 0 2 0 4 0 0 0 1 1 4 1 3 2 1 2 2 2
split_gain=23.5133 7.83991 9.67639 9.69838 8.16557 6.01922 5.34807 6.63619 23.2567 5.18127 7.5662 5.60373 4.90725 4.62186 4.55284 8.05269 15.4368 4.34307 4.40796 6.01492 12.4756 5.99074 10.1667 7.69116 5.75098 5.41406 5.58846 9.4595 5.38639 9.61832
threshold=102.89804648475001 76.451683855550016 66.590419433100024 90.297243227400017 42.599563320500003 44.952171034750002 85.995710218650018 65.536543845950021 0.10371000000000001 41.872294782850005 85.812895065800021 -0.097294999999999993 0.10507500000000002 85.764502819450016 -0.086139999999999994 107.57327517365 40.00488309970001 101.86567856270001 98.142164052000012 96.163458868000006 71.104340634100012 70.776348742200014 40.720231579350006 67.074341896550024 0.099855000000000027 -0.084275000000000003 78.285212300550015 -0.14654999999999999 0.022350000000000005 0.20167500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 6 17 12 9 -8 -9 -3 11 13 -1 -11 -2 16 -16 18 19 20 21 22 28 -24 -21 26 27 -20 -4 -30
right_child=14 2 4 -5 -6 -7 7 8 -10 10 -12 -13 -14 -15 15 -17 -18 -19 25 24 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.016187201324597715 -0.016274092970321612 0.0026012329320286589 0.0061109980045425524 0.013194642191952301 -0.0061814211927401722 0.00053071648713272411 0.005293990708678047 -0.033594332198091964 0.012936647069206317 8.245619633305814e-05 -0.021978203620057056 -0.0084983843450547915 0.018223059379177283 0.019827202843952743 -0.016696044059266179 -0.015431058443760828 0.020637201390142509 0.0080062616358623755 -0.022583609919724933 0.0081526683952098129 -0.015049134931156736 0.016282044078109154 0.010596345007961474 -0.020289842618336638 -0.0078291142263152494 -0.010348010573438919 0.008950882505610781 0.0055268815384399905 -0.02400360064647749 0.0038203142059054745
leaf_weight=11.895027697086334 17.34298892877996 59.489827692508698 33.571666974574327 20.841783963143826 44.097416186705232 12.861940562725065 140.67518423125148 4.0884045809507352 5.2474821507930756 11.220996707677839 4.6246441155672064 13.70899261534214 0.95805138349533159 3.2769919633865365 4.3640821315348166 9.5304443445056659 5.1842384282499552 16.550813470035791 4.479855190962553 35.703867219388485 11.394210726022719 5.4342071935534468 2.2301071956753713 7.6129154413938522 5.5682364702224723 16.977360997349024 9.5772241875529271 5.9792495779693144 3.949705407023429 8.1270622462034208
leaf_count=352 507 251 124 64 526 81 543 29 14 113 40 175 2 6 85 332 36 67 40 119 133 15 8 75 32 134 36 30 28 37
internal_value=0.000496172 0.00132244 0.00174878 0.0036203 -0.000582706 -0.00654336 0.00279686 0.00450147 -0.00744036 2.708e-05 -0.0046372 -0.00179408 -0.0136223 0.00454538 -0.0108501 -0.00591965 0.00357395 0.000894287 0.000112716 0.00154111 -0.00100152 0.00162564 0.000190359 -0.013292 0.00599648 -0.00427091 0.0008784 -0.00651343 0.00309753 -0.00527949
internal_weight=536.565 500.143 474.428 263.174 211.254 25.715 242.333 150.011 9.33589 92.3215 32.8316 28.207 12.8531 14.498 36.4218 19.0788 9.54832 167.156 150.606 113.592 72.3199 60.9257 55.4915 9.84302 41.2721 37.0137 20.0363 10.4591 45.6484 12.0768
internal_count=4034 3074 2639 1235 1404 435 1171 586 43 585 334 294 354 119 960 453 121 878 811 571 420 287 272 83 151 240 106 70 189 65
is_linear=0
shrinkage=0.0146266


Tree=66
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 4 0 1 3 4 0 0 4 3 3 3 4 3 1 1 2 1 0 2 2 4 2 2 4 4
split_gain=26.7354 8.58465 12.0808 10.538 9.356 6.51702 5.85372 6.86612 24.3063 5.92111 7.57316 6.04211 5.21448 8.4546 5.07394 4.32521 4.28899 6.34791 4.16817 8.43095 6.10188 4.12757 8.34996 3.97641 8.57589 7.2835 9.08271 6.156 7.887 5.7436
threshold=103.48144189910001 76.451683855550016 66.590419433100024 90.297243227400017 42.599563320500003 44.952171034750002 85.995710218650018 65.536543845950021 0.10371000000000001 41.872294782850005 85.812895065800021 85.791387400750025 47.927946529500012 0.087555000000000022 0.10507500000000002 0.076130000000000017 42.434124620650003 0.091935000000000031 58.167480110400007 60.613977009100005 0.18145000000000003 61.45546440395001 85.121961326250016 -0.061874999999999999 -0.011675 39.952536079750011 -0.090495000000000006 0.048475000000000011 38.179089776100007 41.965809985500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 23 14 9 -8 -9 18 11 12 13 -11 -1 -6 -15 -18 -3 -20 21 -21 -23 25 -25 26 -4 28 -26 -29
right_child=-2 2 4 -5 15 -7 7 8 -10 10 -12 -13 -14 16 -16 -17 17 -19 19 20 -22 22 -24 24 27 -27 -28 29 -30 -31
leaf_value=-0.011581538704074933 -0.00866768343331825 0.010175331901272859 -0.0010756761613892425 0.0097224023558601328 -0.012144982239090035 0.0004860901565198708 0.0039874830468570252 -0.024451771933767009 0.009417916734859387 -0.012273284049063891 -0.015711938539219473 0.0138110391360531 0.0088885617479923674 -0.0082195949559587186 0.013130405318402517 -0.0033337889969448859 0.014460683987827742 -0.0028864065646297551 -0.012189049240823287 0.00903880604589242 0.011209512983503752 -0.011471371459357954 0.0018555266321948292 0.0066942117909310796 0.0047574056777712247 0.0019462660888075255 -0.011754347888161988 -0.00071656285986609544 -0.017455098074959877 0.0086987486075366729
leaf_weight=12.758053986355662 33.514857705682516 6.2376501858234397 32.11680319532752 21.951627120375633 7.2261780127882949 13.139979735016821 143.95398582145572 4.0840348377823812 5.3670287281274796 9.511036556214103 4.6988548487424842 2.6028399392962447 3.5666989684104911 4.2008852884173384 0.97925382852554399 39.056911509484053 4.0157338213175517 5.4328021295368671 4.7369828149676314 5.8453216627240172 7.3608826324343672 6.215395998209714 29.910043120384216 30.147921342402697 2.8018087297677985 46.979173086583614 11.966577354818581 35.694302622228861 4.6595226004719734 8.8502908647060377
leaf_count=352 920 15 197 64 136 81 543 29 14 167 40 5 9 39 2 401 21 53 39 19 19 57 102 96 11 217 117 197 47 25
internal_value=0.00038724 0.00097529 0.00129158 0.00277483 -0.00053084 -0.00478146 0.00215922 0.00342035 -0.005218 0.000108418 -0.00338094 -0.00140544 -0.0028873 -0.00470078 -0.00981997 -0.00470948 0.000575805 0.0044863 0.00207735 0.00114312 0.00242332 0.000882388 -0.000437371 0.000585684 0.00225458 -0.000919946 -0.00397444 -0.000319076 -0.00911407 0.00115411
internal_weight=549.583 516.069 489.191 269.692 219.499 26.8773 247.74 153.405 9.45106 94.3351 34.0289 29.33 26.7272 23.1605 13.7373 46.2831 13.6494 9.44854 60.3063 54.0686 49.3316 41.9708 36.1254 173.216 82.1538 91.0626 44.0834 52.0059 7.46133 44.5446
internal_count=4034 3114 2679 1235 1444 435 1171 586 43 585 334 294 289 280 354 537 113 74 251 236 197 178 159 907 376 531 314 280 58 222
is_linear=0
shrinkage=0.0104622


Tree=67
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 3 3 3 0 3 2 2 2 2 4 1 3 1 4 3 1 2 4 3 1 2 1 0 4 4
split_gain=21.4393 7.38981 11.0338 9.12676 6.50373 5.53083 5.37931 5.3493 4.65956 5.90278 4.37079 8.10569 7.05147 4.36069 11.2253 4.20602 4.17806 4.17547 4.12548 3.9943 4.06017 3.92339 3.83831 4.36799 6.55844 4.02072 3.93231 5.31437 3.80373 6.73066
threshold=83.740093847200015 70.206395618550019 85.667718326750006 94.773526014550015 61.982402197500001 -0.10747999999999999 1.0000000180025095e-35 0.12535000000000004 71.131225215400022 -0.11012 -0.048954999999999992 0.22598000000000004 -0.59502499999999992 0.20949500000000004 40.413896136950008 58.613764160050003 0.097015000000000032 70.897329358050015 44.756878345700009 -0.25095999999999996 56.920035537850005 -0.16048499999999999 35.171584490050009 0.078905000000000017 60.613977009100005 0.18145000000000003 58.167480110400007 78.14810093585001 38.334060527150008 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 21 6 -5 8 10 -1 15 12 -12 -7 -2 -15 19 -13 -14 -6 20 -10 -3 -8 -24 26 -26 27 -25 29 -19
right_child=13 3 -4 5 18 7 22 -9 9 -11 11 16 17 14 -16 -17 -18 28 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.017200873846959161 -0.016073621928860665 0.0037146150583661107 0.0037417598552318609 -0.013589024407188705 -0.015360532680480264 0.0093491849351439709 0.012798397476809217 -0.018269287979214004 -0.011888932647574714 -0.016338775427195897 0.0068302677275321709 -0.01939384058783003 -0.019482146613737442 -0.015734166577415224 0.062354463781018742 -0.01312799024441166 0.002405875395510322 0.0046615465565565057 0.0031587384826431771 0.01759011959936669 0.012329272596159067 -0.014700113946526058 0.015001097053253811 -0.019227744337811978 -0.0010605990916805743 0.01596199332902546 -0.021557313081983508 0.008517527422115782 -0.00065816227787428121 -0.018752926017799008
leaf_weight=6.0045174714177874 19.785656351596121 3.0888807848095921 267.97239294275641 6.5806146766990414 12.086013589054344 11.880571492016314 7.3607994802296153 3.3233540952205649 3.3137491717934617 4.7778895739465943 42.651592001318932 4.3255336862057439 3.2472541816532603 1.3876935504376877 0.57536910474300373 2.869782753288745 3.5258471630513668 4.3323502242565137 3.4069087281823149 4.6077929846942434 2.840553592890501 14.826702659949659 4.0408072248101261 2.6099247708916682 8.2174009308218938 4.8901653215289107 4.226588100194931 3.6703639701008797 57.127936493605375 7.2548196502029896
leaf_count=175 693 34 1096 118 217 45 31 43 36 64 179 54 40 49 15 49 22 26 56 21 9 262 13 37 52 13 48 14 431 92
internal_value=0.000473141 0.00109539 0.00233187 -0.00151911 -0.0027108 -0.000276371 -0.000474769 0.000359976 -0.00583042 -0.00212185 0.000820813 0.00427531 -0.00126001 -0.0139771 0.00715343 0.0028611 -0.00960417 -0.00301153 -0.0112881 0.00712469 -0.000710882 -0.0115252 0.00325936 0.000720425 -0.00172323 0.00529018 -0.0104726 -0.00301269 -0.00223318 -0.00999844
internal_weight=526.81 505.061 342.896 162.165 74.9233 144.25 59.4303 137.669 24.4143 18.4098 134.346 50.503 83.8429 21.7487 1.96306 13.6319 7.85138 71.9624 15.4929 10.7621 6.1543 17.9156 35.016 27.6553 23.6144 13.1076 10.5069 6.28029 68.7151 11.5872
internal_count=4034 3277 1931 1346 835 1050 562 932 354 179 889 255 634 757 64 115 76 589 273 66 45 296 208 177 164 65 99 51 549 118
is_linear=0
shrinkage=0.0148642


Tree=68
num_leaves=31
num_cat=0
split_feature=0 4 0 0 1 0 1 4 3 2 2 3 0 4 2 2 0 2 1 1 0 3 0 2 3 4 0 1 0 4
split_gain=19.1651 7.07898 9.09858 6.12751 5.71727 7.8915 7.41061 5.23671 9.48123 5.9792 4.87019 4.8632 4.64023 6.00136 4.32447 5.69811 5.10993 4.51054 8.25125 7.0953 5.49806 4.26049 5.42649 4.05017 7.08688 3.70739 6.82655 4.83981 7.57242 3.61069
threshold=107.57327517365 42.719328117250008 75.462331263550013 100.15850764985002 63.705703859100005 87.278104746850019 62.111448187750007 41.919251152600005 0.093580000000000024 -0.026144999999999998 -0.053159999999999992 0.086230000000000015 86.565663342300013 41.218101594450012 -0.5775499999999999 -0.23783499999999999 97.878695155250014 -0.10290999999999999 69.873026810350026 62.00390986255001 86.329079026800017 -0.27172999999999997 89.168090812600013 -0.078649999999999984 0.093160000000000034 43.018222997350009 86.89903215050002 64.94239459915002 95.620390325650007 44.262924377150007
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 6 11 7 9 -9 10 12 -6 -4 -14 -3 16 -16 18 19 -17 29 -7 -23 24 -8 26 -22 -27 -29 -19
right_child=-2 3 4 -5 5 21 23 8 -10 -11 -12 -13 13 -15 15 17 -18 20 -20 -21 25 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.014901084711048455 -0.01485397704603718 0.011362668667534402 0.0039024084288561147 -0.01306389708750519 -0.0022981512538555022 -0.013796290497911635 -0.0060604827334914471 0.0019052113644183249 -0.020783815667805371 0.0086385533554838266 -0.010380931734905707 -0.027245592947096497 0.0027804808752098665 -0.020592342672143982 -0.016433167940653474 -0.00090949732233282731 0.018422726738109109 -0.015086505063278768 -0.010898586151322855 0.013257070015073785 0.0061360490741299836 0.013591722541346062 0.00087144708188403592 0.011538509009960535 0.011837424033445442 0.0082586932352439069 -0.021011811048018528 -0.016877255381556912 0.0042377319084080205 -0.00033456223506934057
leaf_weight=6.4534921683371058 16.026186434552073 5.1867324709892264 52.440361373126507 9.6619253326207382 3.0619094520807257 3.8266816530376664 8.6521309763193148 11.964927505701782 5.3595036119222632 29.80337543040514 6.7737120464444152 3.223903588950634 5.2281463071703893 3.8218046277761459 7.9548386484384519 13.698135294020178 0.94578975439071644 10.778491636738179 6.843423180282115 14.763010729104279 3.2944041788578025 6.9750298187136641 200.14639344625175 32.754034325480461 9.146564342081545 13.064686335623266 4.2800138629972935 5.4352112337946883 9.1766691580414754 4.8282235451042643
leaf_count=253 649 17 198 214 31 43 43 66 53 100 32 38 19 28 185 75 5 174 142 47 10 24 1159 142 30 39 35 90 49 44
internal_value=0.000406013 0.000895579 0.0017919 -0.00228185 0.00207304 0.000559543 0.00405433 0.00207143 -0.00511389 0.00334078 0.00102782 -0.0150933 0.0022846 -0.00708989 -0.00124269 -0.00193045 -0.0127293 -0.000814917 0.00307813 0.00643881 -0.00351741 0.00102597 0.00129982 0.00858051 0.00313707 -0.000415936 -0.00920417 0.00198919 -0.00361645 -0.0105227
internal_weight=515.57 499.544 389.632 109.912 383.178 217.234 165.945 115.392 17.3244 98.0674 68.264 6.28581 61.4903 9.04995 100.25 95.0629 8.90063 86.1623 35.3046 28.4611 50.8577 210.948 207.121 50.5527 17.7987 35.251 7.57442 27.6766 14.6119 15.6067
internal_count=4034 3385 2259 1126 2006 1295 711 496 119 377 277 69 245 47 912 895 190 705 264 122 441 1226 1183 215 73 223 45 178 139 218
is_linear=0
shrinkage=0.0141766


Tree=69
num_leaves=31
num_cat=0
split_feature=0 4 0 3 4 4 1 0 0 4 1 1 3 3 2 3 1 3 2 4 0 3 1 3 3 4 2 2 2 0
split_gain=36.4296 13.3946 17.6098 9.69265 9.02421 9.1943 8.88389 12.1221 9.71399 9.65157 6.23996 7.99826 6.13792 5.80146 7.46773 5.37236 5.35339 5.17832 17.8758 5.93945 7.47002 5.60313 4.85433 4.79858 5.26891 4.62056 8.68589 4.59567 4.58994 8.29534
threshold=102.70985441565001 43.525909308350002 75.462331263550013 0.09091500000000001 47.927946529500012 49.122847560300009 70.206395618550019 96.163458868000006 85.995710218650018 41.942745071500006 71.397382570300024 70.727956495850009 0.080515000000000017 0.09450500000000002 0.17076500000000003 -0.11223 78.10777406390001 0.093325000000000033 0.0023400000000000005 41.50623664750001 88.17067284620002 0.087905000000000025 71.104340634100012 0.097970000000000015 0.10065000000000003 39.952536079750011 0.12427500000000002 -0.5656199999999999 -0.086139999999999994 107.57327517365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 8 10 9 -4 11 -8 25 14 -9 -7 23 18 21 -19 -21 -14 -13 -15 -25 26 -10 -5 -2 -30
right_child=28 3 6 27 5 15 7 13 12 -11 -12 22 17 16 -16 -17 -18 19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0076086268585139304 -0.0079755831133220181 -0.0053528205732454323 0.0014847982761085142 0.010298786673970696 0.0040446510628663066 0.0017261976828364825 -0.0083503995737953373 0.002830787795233668 -0.001645828574482915 -0.0040440067193116321 -0.0088659273417102721 0.0052944940797677396 0.0035807397225725793 -0.011310734884181824 -0.0064087069377712792 -0.008605250945045417 0.0021969191424309471 0.004517298278511662 -0.0086470007881535808 -0.0031702053041464512 0.0060399689042220797 -0.00027483611521373974 -0.0044441723256902921 0.0055707122989996794 -0.0041496885511227693 0.0060684689284669713 0.0088006555194175412 0.00094567293908776192 0.00076801827178085474 -0.0075938572462734407
leaf_weight=10.728010877966879 22.139111779630184 35.809791598469019 66.978509310632944 3.753922998905181 13.766245104372503 4.0522162951529026 5.9246757775545182 66.76087112724781 12.016498699784281 20.679184261709452 9.471775643527506 7.1777641922235471 49.072311505675316 3.3961749449372318 4.6847826912999144 6.6558982282876951 12.880995139479635 65.581697568297386 8.5810027718543989 12.573320277035238 6.7849447429180136 30.639556683599949 3.9825540333986282 3.5428149625659016 13.143038213253019 44.362553291022778 5.9579176008701316 8.7723806537687761 11.635552119463684 12.122625604271887
leaf_count=291 519 489 276 7 52 20 82 257 49 201 117 27 159 27 44 100 55 192 60 57 18 124 37 11 94 149 13 49 126 332
internal_value=0.000391363 0.00090771 0.00134955 -0.00191357 -0.00309011 0.000220595 0.00156114 6.85835e-06 0.0021909 0.000180507 -0.00426053 -0.00170734 0.00293899 0.00109229 0.00222494 -0.00469557 -0.00136269 0.002254 0.00105438 0.00350098 5.79003e-05 0.00209874 0.00181926 -0.00364588 -0.00208581 0.00484254 0.00181683 0.00374864 -0.00565814 -0.00349863
internal_weight=583.629 537.731 464.921 72.8105 60.2842 24.4744 454.193 130.965 323.227 87.6577 26.5568 17.085 235.57 104.409 71.4457 10.7081 32.963 173.233 88.2929 84.94 19.3583 79.7119 11.1603 20.082 16.6859 62.337 17.9744 12.5263 45.8973 23.7582
internal_count=4034 3057 2340 717 661 172 2049 751 1298 477 263 146 821 488 301 120 187 610 343 267 75 283 64 132 105 211 62 56 977 458
is_linear=0
shrinkage=0.00707411


Tree=70
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 0 0 4 4 4 4 3 3 2 3 0 1 2 1 2 1 2 3 3 2 2 0 2 1 0
split_gain=28.441 9.88892 14.462 9.28949 7.46822 9.71495 8.05494 7.12798 6.08929 5.86483 5.05696 4.82978 5.74223 13.7727 5.75261 4.69945 9.04669 5.35696 5.04638 8.21814 7.70947 9.24629 4.99056 5.19373 5.05862 4.63528 4.63059 4.58759 6.37368 5.17658
threshold=102.89804648475001 43.832725745850006 75.462331263550013 72.378669787950017 70.206395618550019 96.163458868000006 85.995710218650018 41.872294782850005 47.709122305950011 45.295823381400005 49.122847560300009 0.080515000000000017 0.093325000000000033 0.0023400000000000005 0.087905000000000025 97.878695155250014 78.10777406390001 -0.59681499999999998 81.479100559500012 -0.11963999999999998 80.468240302450013 -0.016679999999999997 0.09180000000000002 0.10828500000000003 1.0000000180025095e-35 -0.072524999999999992 86.420486603250012 -0.031449999999999999 62.55235532115001 86.83719761350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 6 -6 7 -4 9 -3 -10 -8 13 14 26 -7 22 -18 20 -20 21 -19 25 -24 -25 -17 -13 28 29 -28
right_child=-2 3 4 -5 5 15 11 -9 10 -11 -12 12 -14 -15 -16 16 17 18 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.010059090310661377 -0.0073659342919371405 -0.0013284816421748463 0.0017068319077987752 -0.010893261850407149 -0.0051423435188020063 0.0037623404684269061 0.005847096395710849 -0.0045394833416191353 0.0059759131504953126 -0.011260968484878221 -0.0030750404701536619 0.008721691788477556 0.004467021179052893 -0.010728458572414666 -0.0010237985896800581 0.004058455172767283 0.010537986927098874 -0.01099195026875136 0.0077793671889669789 -0.013097355428736263 0.0077621446411717141 0.0047980483983671076 -0.015282387002309918 0.0022433724535664847 -0.013815264519066232 -0.0087373869072890405 0.0012611454054547056 0.0098894872480720687 0.0039970577832555464 -0.012638820968901985
leaf_weight=9.4375352188944799 38.635261356830597 20.362436288967732 62.964499853551388 9.9354926533997041 27.241641022264957 39.709805861115456 58.221643835306168 22.068471260368824 14.885128751397135 7.1967866420745841 8.7775989770889264 14.410876184701918 83.019536450505257 8.1341112330555898 30.343975141644478 7.5813246741890907 6.12549865245819 6.0165205150842649 2.567535787820816 4.9156525395810595 13.917553044855593 7.3934919238090551 5.9995048046112043 4.8888551667332649 2.736834354698658 3.8021656014025229 4.9037950262427277 5.8994750902056756 18.180710881948471 4.6871063336730003
leaf_count=301 960 205 265 206 280 142 213 226 51 125 69 43 271 61 125 35 14 49 9 52 42 28 49 36 23 35 17 14 61 27
internal_value=0.000461016 0.00104669 0.00152646 -0.00252403 0.00177176 -0.000106494 0.00256967 8.57357e-05 -0.000900652 -0.00392224 0.0026185 0.00349686 0.00268996 0.000985578 0.00220052 0.00119193 -0.000355881 0.00238208 0.000946916 -0.0059344 0.00283125 -0.00228627 -0.00483759 -0.00869928 -0.00352002 -0.000215446 0.00423536 0.00231525 0.00070627 -0.00553182
internal_weight=554.961 516.326 455.168 61.1574 445.731 132.896 312.834 85.033 51.222 27.5592 23.6627 227.801 169.58 86.56 78.4259 105.655 65.9449 40.9363 34.8108 7.48319 27.3276 13.41 25.0087 13.6252 7.62569 11.3835 48.082 33.6711 27.7716 9.5909
internal_count=4034 3074 2418 656 2117 794 1323 491 450 330 120 832 619 348 287 514 372 194 180 61 119 77 178 108 59 70 162 119 105 44
is_linear=0
shrinkage=0.0094576


Tree=71
num_leaves=31
num_cat=0
split_feature=1 4 0 1 1 0 4 4 0 0 2 2 0 2 1 1 2 4 2 0 1 1 2 2 4 4 0 4 4 1
split_gain=19.1381 6.63157 8.9078 5.81799 8.3893 7.51906 5.82932 6.4987 5.05947 4.90984 3.93736 5.15851 5.08427 4.17632 7.84049 6.52744 4.80182 4.24206 4.11399 5.6162 6.36068 4.85539 3.89305 9.49496 3.76644 4.03658 6.06558 5.91447 7.24587 7.23025
threshold=83.740093847200015 42.779078631750004 75.462331263550013 64.407391431150018 65.29995953045001 88.606203063300015 42.67709657435001 41.975471476700008 102.03236296680001 86.329079026800017 -0.5775499999999999 -0.23783499999999999 99.470262368500016 -0.10290999999999999 69.873026810350026 62.00390986255001 -0.098419999999999994 43.157831852650006 -0.095854999999999996 86.692020874450009 64.94239459915002 80.468240302450013 0.20949500000000004 0.41711000000000009 42.599563320500003 41.975471476700008 104.06483731340002 41.218101594450012 40.80591513400001 71.246828915000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 10 -9 -3 12 -12 14 15 -13 -15 -18 -19 -20 -21 -22 -2 -24 25 26 27 28 29 -6
right_child=22 8 3 4 24 -7 -8 9 -10 -11 11 13 -14 16 -16 -17 17 18 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.01730831780844325 -0.017772065662552884 0.012388189949522678 0.0040338347591809534 -0.019797515255412717 0.0043772158666048272 0.016439761904061937 0.013407673706253894 -0.013786493781571346 -0.018336225766521868 0.0026700930092677629 -0.01893639443155664 -0.00096354459708220203 0.022755503779155598 -0.025961082139881027 -0.012553301877877933 0.015027758792966462 -0.01041472504006322 0.018085267389903157 -0.013738373268436957 0.013876344762449724 -0.0090604095989580604 0.016888637446502555 0.058145701522063102 -0.017480888475823169 -0.014666196065545891 0.0076187345093058859 -0.018132675022522068 -0.0079689923867762857 0.012274638591640089 -0.0033276156282570869
leaf_weight=6.3036539889872065 17.939458439126614 5.1219774782657614 129.77588424831629 5.3553384430706492 72.058240171521902 13.613115534186361 15.223473615944384 10.580706074833872 5.2425597850233308 9.2558770850300771 7.7267209030687791 13.828268125653269 0.88808243349194516 2.6360139995813361 6.9214895628392687 13.976908329874275 14.789592752233146 3.1746455915272156 7.7613328341394761 8.3915584757924098 11.029073003679512 2.3889622278511515 0.65425539389252607 1.4630364067852495 4.0292803309857836 25.209509946405888 4.6061078254133454 17.673469230532646 16.98370898514986 61.452012628316879
leaf_count=255 693 17 520 49 287 51 74 97 135 34 187 75 4 36 147 47 138 11 111 22 118 10 12 52 31 110 103 118 60 430
internal_value=0.000529011 0.00116806 0.00215016 0.00246808 0.000588239 0.00465256 0.00367911 0.0026892 -0.00253924 -0.00610774 -0.00169961 -0.00247124 -0.0146385 -0.0012366 0.0031627 0.00707485 -0.00428163 -0.00307942 0.000233582 -0.00168292 0.00260723 -0.00444041 -0.0152744 0.00588816 0.00112866 0.00145012 0.000550049 0.00106177 0.00212231 0.000830841
internal_weight=516.054 495.998 392.12 385.817 207.368 178.449 164.836 149.612 103.877 19.8366 98.6346 93.5126 8.6148 84.8978 34.7267 27.8052 50.1712 47.5352 32.7456 29.5709 21.8096 13.418 20.0568 2.11729 202.012 197.983 172.774 168.167 150.494 133.51
internal_count=4034 3277 2219 1964 1188 776 725 651 1058 131 923 906 191 715 269 122 446 410 272 261 150 128 757 64 1139 1108 998 895 777 717
is_linear=0
shrinkage=0.0165021


Tree=72
num_leaves=31
num_cat=0
split_feature=1 4 0 0 1 4 1 4 0 1 3 4 2 3 1 4 0 0 1 1 4 4 2 2 4 0 3 3 4 3
split_gain=16.9346 5.58952 7.82641 4.79941 4.73402 5.60234 6.15351 5.42796 4.17853 7.39924 9.25795 6.79028 3.87802 4.69166 3.86808 13.1257 5.26621 3.61484 4.64937 6.22765 4.8352 7.3089 3.58388 8.58263 3.57542 9.6459 3.54245 6.13643 4.53654 4.49074
threshold=83.740093847200015 42.719328117250008 75.462331263550013 100.15850764985002 66.590419433100024 42.67709657435001 66.351146659450009 42.141702038450013 85.121961326250016 58.167480110400007 0.093325000000000033 38.539340721750001 -0.023719999999999998 0.096010000000000026 64.407391431150018 38.244973486750006 88.606203063300015 85.334349518600007 61.987779113750001 61.901748453550006 40.241071441700008 39.577821550850011 0.20949500000000004 0.28584000000000004 40.664404858950007 85.764502819450016 1.0000000180025095e-35 -0.15572 48.226196960950006 0.080770000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 26 5 6 7 8 9 -4 -11 -12 13 -9 16 -16 17 -10 19 -19 21 -20 -2 -24 -21 -26 27 28 -3 -28
right_child=22 3 4 -5 -6 -7 -8 12 14 10 11 -13 -14 -15 15 -17 -18 18 20 24 -22 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=-0.016360529423824502 -0.016778099477825666 -0.011726377013933758 0.010730773915830081 -0.013750789925493017 0.00029027435297541125 0.014570172298531154 0.016256399032067329 0.0050694778197384882 0.016966182848350359 -0.022038514564657417 0.009628277933858221 -0.016976487222446095 -0.023059023313131744 -0.013997040847775824 0.0057899037692374306 -0.023155291177205179 0.015692963556596891 0.0082391315802956763 0.0058992983941379522 0.00073877692176996029 0.0079815937176370335 -0.016858762094086679 0.050077595429368731 -0.016532018783859622 0.0067217703558858028 -0.024202631214186927 0.0076784030728389279 -0.019854131349086264 0.0055301097945771038 -0.0016328291730541501
leaf_weight=5.6804641187191001 16.322513943538073 6.3040365092456367 7.3722815066576031 8.1414405386894924 175.39515852555633 11.225516967475412 8.4400138929486257 7.8489271327853185 5.3953588381409636 6.9617692381143597 7.3685797378420812 3.4628054779022932 2.7598785683512679 5.3153004758059978 14.296014480292799 5.2634464949369422 11.309053957462309 10.653748564422132 10.125540912151335 8.7610017284750956 58.479542102664709 5.2682816833257666 0.69488845020532553 1.5012159347534177 3.9274069219827634 6.7060908749699593 16.294239161536098 6.2734153997153035 9.2008830420672876 57.973249526694417
leaf_count=253 693 126 23 177 1047 58 24 41 14 83 26 29 28 40 49 32 47 34 35 34 211 28 7 57 12 43 125 130 38 490
internal_value=0.000458251 0.00101844 0.00189589 -0.00219886 0.00217146 0.00381349 0.00317701 0.00256805 0.00340955 -0.00246991 -0.00793938 0.00112271 -0.0061698 -0.00262898 0.004465 -0.00199924 0.00551317 0.00446005 0.00381077 -0.0013863 0.00592469 -0.00188927 -0.0142495 0.00454451 -0.00667372 -0.0127809 -0.00121964 -0.00677714 -0.00148608 0.000410049
internal_weight=504.722 486.203 382.016 104.187 376.336 200.941 189.715 181.275 165.351 25.1654 17.7932 10.8314 15.9241 13.1642 140.185 19.5595 120.626 109.317 103.922 30.0482 73.8734 15.3938 18.5186 2.1961 19.3945 10.6335 96.0458 21.7783 15.5049 74.2675
internal_count=4034 3277 2191 1086 1938 891 833 809 700 161 138 55 109 81 539 81 458 411 397 123 274 63 757 64 89 55 909 294 164 615
is_linear=0
shrinkage=0.0156704


Tree=73
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 0 4 0 0 3 4 4 0 1 2 3 0 0 2 3 0 1 2 2 2 2 2 1 1 0
split_gain=29.1551 10.1595 14.4246 9.01642 8.06572 10.7779 7.58401 6.54319 10.2776 8.47926 5.6056 6.04534 5.41023 5.3322 5.0068 6.6919 4.87642 8.20695 7.54903 7.25159 5.04123 7.62159 6.45767 6.49186 4.54594 4.14281 6.96028 8.32174 6.86757 5.51247
threshold=103.48144189910001 43.832725745850006 75.462331263550013 72.378669787950017 66.590419433100024 85.995710218650018 41.942745071500006 91.937202686950016 90.767723400200012 0.13377000000000003 47.709122305950011 45.295823381400005 90.407470010750018 65.611820673600008 -0.16276499999999997 1.0000000180025095e-35 94.047642319350018 96.163458868000006 -0.14138499999999998 0.084565000000000015 98.142164052000012 78.10777406390001 -0.14654999999999999 -0.08786999999999999 -0.122095 -0.59681499999999998 -0.092710000000000001 83.116371560950014 81.320481529800006 101.55650587770002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 6 -4 8 -6 16 11 -3 13 -7 15 -12 -9 18 -18 -20 -19 22 -22 -24 -8 -23 27 -27 29 -28
right_child=-2 3 4 -5 7 12 24 9 -10 -11 14 -13 -14 -15 -16 -17 17 20 19 -21 21 25 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0062977041437018884 -0.0049950784047923897 -0.00078718620910259054 0.0010419020979100105 -0.0067128289553545035 0.00041824977493229459 0.0025081714743563333 0.0023221936013384757 0.0025416648262563679 -0.009875460961963815 -0.0082761088185671211 -0.00019126888679571203 -0.0070319214884002985 0.0058363894166385006 -0.0023741342365048001 -0.0043170672988527446 0.0068750979118718429 0.0040228380812188328 0.0023862807969712986 0.0010328126557509983 -0.0059403522425699505 -0.0098566271277346941 0.0058435635056912705 0.0028627259035785492 -0.0047406253760782025 -0.0044132843785588483 -0.0085064816560052985 -0.00053632873022031822 0.0037856950631615172 -0.0038856171347897307 0.0053715451631566298
leaf_weight=9.5483275651931745 34.744209542870522 20.701765816658739 63.901230420917273 10.278870839625595 8.4391740858554822 149.42323265969753 4.4259481690824058 37.336205519735813 5.6980165764689437 3.8214620128273955 11.202157527208334 7.3723521903157225 16.291477784514427 8.2792565301060659 4.2641653753817073 8.0964939296245557 5.046220030635598 45.834380462765694 7.379765339195731 17.951690886169672 4.0759707912802723 5.8314798772335044 6.8419407978653952 9.2781616896390879 17.054429996758699 5.5588905401527828 8.6666789278388112 2.9597305729985237 5.9124975353479376 15.34510153532028
leaf_count=301 920 205 275 215 44 540 28 127 50 43 55 125 47 36 44 21 24 165 43 187 34 15 30 75 185 52 38 11 54 45
internal_value=0.0002591 0.000605619 0.000905732 -0.00164781 0.00105678 0.00174186 1.86303e-05 0.000150076 -0.00373065 0.000451783 -0.000639563 -0.00242707 0.00258748 0.00225185 0.00149018 0.00277333 0.000639142 0.000134224 -0.00259129 -0.00390887 0.000884824 -0.000182616 -0.00319731 -0.00151349 -0.00302547 0.00119256 0.000487035 -0.00423566 0.00183146 0.00323919
internal_weight=561.561 526.817 464.901 61.9158 455.353 259.376 85.3816 195.977 14.1372 181.84 51.6369 28.0741 173.994 157.702 23.5628 19.2987 178.019 140.683 30.3777 25.3315 110.305 64.4705 20.1961 16.1201 21.4804 44.2744 38.4429 8.51862 29.9243 24.0118
internal_count=4034 3114 2449 665 2148 1111 488 1037 94 943 450 330 623 576 120 76 900 773 254 230 519 354 139 105 213 215 200 63 137 83
is_linear=0
shrinkage=0.00592185


Tree=74
num_leaves=31
num_cat=0
split_feature=0 4 4 1 0 4 2 0 3 0 4 4 2 3 2 2 3 2 0 0 0 3 4 4 0 1 3 3 4 1
split_gain=16.1751 5.83922 5.73418 5.09115 10.0238 7.53196 8.39316 6.67972 6.2695 5.48749 5.10669 4.97462 4.97418 7.19306 5.3155 7.19411 5.1323 4.89048 4.98273 6.25482 6.20101 5.31979 9.6921 5.07615 4.82623 5.54192 5.02952 4.81359 6.12663 4.97694
threshold=107.57327517365 50.448116877400004 32.051492741500006 66.964115113200009 86.329079026800017 41.872294782850005 -0.097294999999999993 91.937202686950016 0.13377000000000003 75.462331263550013 37.784765830350004 47.927946529500012 -0.059424999999999999 0.083495000000000028 -0.59502499999999992 -0.54526999999999992 0.096995000000000012 -0.016334999999999999 101.86567856270001 98.142164052000012 101.10215645365001 0.09013000000000003 38.334060527150008 39.420767558750008 90.407470010750018 65.611820673600008 0.097970000000000015 0.080770000000000022 38.625745710700009 63.154569942350008
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 12 -4 -5 -12 13 -9 -15 -16 -17 -14 19 21 -21 -19 -23 -20 25 27 -27 -6 -29 -30
right_child=-2 -3 3 7 24 6 -8 8 -10 -11 11 -13 17 14 15 16 -18 18 23 20 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.011454406773135455 -0.013557030042782895 -0.014066457975076349 -0.01355584307874041 0.0035834844082660413 0.0091196796614896967 0.00054785158835729281 -0.009948313882439214 -0.0082038218675741757 -0.01749743928583564 0.0029136264507441394 -0.018368515693065791 0.0048595657103769341 0.0075500037934495825 0.0077508952358180498 -0.014500683976524036 0.0018988849465118131 -0.0070208989083268766 0.0049391500564273608 -0.00450270208362674 -0.02006210076283509 -0.00028733533240895637 0.0074527044234768925 -0.018207902298819925 0.013832529806847679 0.010972553907286371 -0.016236643109419704 0.0038589398735623419 0.011478926091248143 0.0024431112933084929 -0.01030988386270654
leaf_weight=6.2778393886983386 13.730753144249318 4.454365584999322 3.5813193060457698 3.8763805143535128 28.998371470719576 29.036923643201586 23.21516117267311 20.913663974031806 3.3443741556257001 78.920027246698737 8.2443092670291644 1.9260615855455387 26.099251959472895 13.646252289414404 6.2031195983290663 55.137233901768923 13.622120941057799 23.043605389073491 3.7007688079029313 5.2415864877402765 5.5061583481729031 4.6129547506570798 5.4224085211753845 8.2725087199360114 18.399304874241352 4.2899481132626516 4.1484874412417412 11.921839766204355 59.578290939331055 5.6755885481834403
leaf_count=111 649 140 165 15 131 249 326 332 46 329 108 9 98 46 54 354 119 109 45 46 44 16 48 38 63 27 15 38 233 31
internal_value=0.000371972 0.000764444 0.00090126 0.00106402 0.00225175 -0.000249701 -0.00411551 -0.00045904 0.000166002 0.0021987 -0.00912559 -0.0139696 0.000474604 -0.00133937 0.000280795 -0.00107907 0.00013176 0.0029004 0.000725646 -0.00130686 -0.00993133 0.00149533 -0.00641249 0.00816537 0.00478596 0.0037928 -0.00635729 0.0045995 0.00290106 0.00133389
internal_weight=501.041 487.31 482.856 476.578 267.765 134.753 52.2521 208.813 194.766 82.5013 14.0468 10.1704 191.422 109.522 88.6087 74.9625 68.7594 81.8992 55.8 43.8267 10.7477 33.079 10.0354 11.9733 133.012 114.613 8.43844 106.174 77.1757 65.2539
internal_count=4034 3385 3245 3134 1607 1069 575 1527 1395 494 132 117 1349 905 573 527 473 444 346 263 90 173 64 83 538 475 42 433 302 264
is_linear=0
shrinkage=0.013013


Tree=75
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 3 2 4 0 1 1 0 0 3 0 1 3 2 0 4 0 2 2 2 4 3 2 3 3 1
split_gain=27.5414 10.2813 15.3633 12.7781 7.50537 6.05331 7.80562 6.27961 6.0999 5.75644 11.0172 5.34617 5.08614 4.71779 6.7929 9.4433 7.72289 5.92745 6.24618 5.43782 5.33509 4.47154 4.36637 4.52807 7.63225 3.88651 3.88628 10.9115 5.31702 3.83875
threshold=103.48144189910001 70.206395618550019 85.995710218650018 95.469836670350006 -0.10747999999999999 0.091645000000000018 -0.23783499999999999 38.539340721750001 85.877418060900013 71.096275259700022 70.776348742200014 85.705356740550016 94.047642319350018 0.09450500000000002 98.674478761850011 77.255532836550017 0.087475000000000011 -0.58559499999999998 98.674478761850011 41.092444989200011 101.55650587770002 -0.13734499999999997 -0.23375499999999999 -0.23349 48.226196960950006 0.41214500000000009 -0.086139999999999994 0.10507500000000002 0.10220000000000003 75.166600869200025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 -5 6 -1 -7 11 10 -3 22 -4 14 -6 -16 20 -15 -19 -18 -17 -22 -8 -24 -25 26 -9 28 -28 -20
right_child=-2 3 12 4 13 7 8 25 -10 -11 -12 -13 -14 17 15 16 19 18 29 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.010385059017550118 -0.0077700890957317749 -0.00897524340855811 0.0035006174616650436 -0.011194070387034278 0.0044639567913639247 0.0068252761791773109 0.004237349121373783 0.0014379127076140094 -0.015455977034963165 -0.0096123054344124277 0.0080956909229967372 0.0049650105138898297 -0.0037356232340808541 0.0051081386614310964 -0.010793491721379169 -0.011386299685258311 0.0082199563331217026 -0.0095717402864249571 0.0089062746914940275 -0.0030106966627240217 -0.012194649657877215 0.0032707881732416304 -0.014027954867052618 -0.0037577086045641563 0.011809320042380731 0.0075151306988258514 -0.0070484505406623625 -0.018752313578532392 0.006056220320549535 -0.0024728183593705857
leaf_weight=9.6033200584351999 32.910954616963863 7.5449454858899134 230.12856198474765 4.6955411918461314 45.297509219497442 14.3467406257987 7.7315349578857413 16.534511379897594 2.542512781918048 18.386347129940987 5.7589409053325653 11.377530567348002 8.7088210768997651 8.1478223726153356 6.7636113613843909 5.1508228704333296 13.833856523036959 10.609882839024069 3.0249993652105358 5.0968783162534228 2.0121601745486215 8.1845954209566134 3.1858141273260037 32.709031859412796 2.9677279740571967 4.5992476791143408 5.246221777051689 3.7714668884873381 5.4568817913532257 16.703756559640169
leaf_count=162 920 99 862 70 167 46 45 78 17 304 19 47 46 29 70 48 44 83 10 25 28 74 27 481 6 14 43 40 17 113
internal_value=0.000475698 0.000997454 0.00187327 -0.000952387 0.000341985 -0.000838874 -0.00260038 0.00163359 -0.00136498 -0.00624263 -0.00158564 -0.000746983 0.00323676 0.000775934 0.00198235 -0.000756562 0.00122387 -0.00193052 -0.00382083 0.00519623 -0.00367591 0.000218941 -0.00214176 -0.00341086 -0.00246278 -0.000458158 -0.00164075 -0.00515755 -0.000367151 -0.000728068
internal_weight=553.033 520.122 358.91 161.212 129.521 120.073 70.1175 49.9551 60.5142 31.6902 13.3039 57.9716 238.837 124.826 86.3394 41.0419 34.2783 38.4865 30.3386 18.9307 15.3476 10.1968 46.5941 38.8626 35.6768 35.6083 31.0091 14.4746 10.7031 19.7288
internal_count=4034 3114 1931 1183 761 1023 785 238 623 422 118 606 908 691 456 289 219 235 206 69 150 102 559 514 487 192 178 100 60 123
is_linear=0
shrinkage=0.00929464


Tree=76
num_leaves=31
num_cat=0
split_feature=1 4 0 1 2 4 2 2 4 0 0 2 3 3 0 0 4 1 4 2 3 4 2 4 3 3 4 2 1 1
split_gain=15.4245 4.99353 8.39707 8.06052 4.94 5.44137 7.17643 4.41285 3.7187 3.70177 6.07205 7.49929 6.76161 5.44635 4.94348 6.94038 4.67353 4.55921 4.48477 4.16866 3.72356 4.91791 6.59114 5.17303 4.49958 6.85812 4.9306 4.26816 3.79839 4.48938
threshold=83.740093847200015 43.832725745850006 75.462331263550013 72.378669787950017 -0.60611000000000004 47.927946529500012 -0.098419999999999994 0.36215000000000008 49.122847560300009 94.047642319350018 96.163458868000006 -0.14138499999999998 0.084565000000000015 -0.10747999999999999 85.995710218650018 85.925810307250018 42.719328117250008 62.272755675600003 34.41230404325001 -0.14259499999999997 0.099465000000000012 42.434124620650003 -0.083954999999999988 41.827117825850003 0.087715000000000029 0.08481000000000001 40.94178426300001 -0.58994000000000002 73.037342029850024 80.677940036650014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 9 -7 14 11 -11 -13 -12 15 16 17 -4 -15 -18 21 23 -23 24 25 -20 -26 -22 -29 -30
right_child=-2 3 7 -5 5 8 -8 -9 -10 10 13 12 -14 18 -16 -17 19 -19 20 -21 27 22 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.013676094884010451 -0.011810819548964863 0.018929745336849605 0.0028242575676097744 -0.014591201666390264 -0.012679030468726291 0.0078844679982163091 0.0019413646376334047 -0.012066742497287874 -0.0035697003883106938 0.0093628775864327655 -0.015530314427563306 0.0024264371753195172 -0.012948769060394072 -0.011173826998414212 0.0036286784259408262 -0.01627972022852734 0.0060761880222667377 -0.01047333227812758 0.0023544464264268834 -0.0151744451296231 0.0082642654131905371 -0.015125819634599297 0.00477010268070268 0.012632760778702283 0.0082633749342180644 -0.016351061316430229 -0.0038605115422733179 0.0069814024341421331 -0.014348653578285488 0.0014218207948353823
leaf_weight=6.3379664141684762 17.208984134718776 2.0934591293334952 59.559188220649958 8.5697416327893716 12.643757298588751 12.119480118155481 10.605039892718198 4.0641394183039656 8.1394092105329019 4.8721275962889221 3.2024742364883414 6.925339080393317 16.915658056735992 4.3791331909596911 198.61784979514778 4.3972934223711482 2.2379274182021618 4.7852376326918593 15.152002071961762 5.4421064015477887 4.9373451098799732 5.2376124858856201 6.3023063689470273 12.452674075961111 30.370437163859606 4.3292205445468417 7.1119729354977599 3.3100977838039425 8.6401205547153932 4.8369329869747153
leaf_count=301 757 4 271 252 244 43 90 51 69 26 62 43 194 41 831 29 15 66 78 106 18 43 25 36 130 46 35 13 82 33
internal_value=0.000380627 0.000819004 0.00129731 -0.00292844 -0.000736676 -0.00168297 -0.00600987 0.00152431 0.00328253 0.00165772 -8.57879e-05 -0.00545451 -0.00848258 0.00131227 0.0025387 -0.000294111 0.000681855 0.00183533 0.00181608 -0.00898211 0.00237007 0.00366303 -0.00426004 0.00498017 0.00330726 -0.00180239 0.00596297 -0.00244812 -0.00559879 -0.00868861
internal_weight=495.797 478.588 424.417 54.1709 45.6011 43.5077 23.2488 418.079 20.2589 414.015 138.975 28.7131 23.841 110.262 275.04 76.4218 72.0245 64.3444 107.06 7.68003 102.681 80.9562 11.5399 69.4163 56.9636 19.4812 37.4824 21.7245 16.7872 13.4771
internal_count=4034 3277 2575 702 450 446 334 2274 112 2223 905 263 237 642 1318 487 458 337 580 121 539 393 68 325 289 124 165 146 128 115
is_linear=0
shrinkage=0.0131069


Tree=77
num_leaves=31
num_cat=0
split_feature=1 4 0 1 4 4 1 0 4 3 3 0 0 3 1 1 0 4 0 1 2 3 3 2 0 2 2 0 2 4
split_gain=15.4363 5.04058 8.3469 7.95659 4.67662 4.38721 4.26431 10.9788 10.1111 5.22782 5.58308 5.72198 5.18979 4.63262 4.5531 8.431 4.53853 4.86244 6.21613 4.52822 4.36269 4.17159 6.45613 14.4646 6.23999 8.02382 8.38449 4.15501 4.96223 4.96137
threshold=83.740093847200015 43.832725745850006 75.462331263550013 72.378669787950017 47.927946529500012 45.295823381400005 71.246828915000023 96.039789794050009 38.244973486750006 0.09117500000000002 0.086230000000000015 98.413698323200009 101.18549865570002 0.092835000000000015 70.776348742200014 70.206395618550019 85.995710218650018 38.400997490450003 85.925810307250018 81.011308844800013 -0.13734499999999997 0.080515000000000017 0.093325000000000033 0.0023400000000000005 86.103248543850015 -0.093879999999999991 -0.06828999999999999 97.225399829550014 -0.59502499999999992 41.289992964000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 14 -8 13 10 11 -10 -13 -9 15 16 17 -4 -19 27 -14 -18 23 24 -23 -26 -27 -11 -29 -30
right_child=-2 3 6 -5 -6 -7 7 8 9 19 -12 12 20 -15 -16 -17 21 18 -20 -21 -22 22 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.011058387482304383 -0.0095471436676028438 -0.00097316673360872317 0.0044990344189019564 -0.011792344780257443 0.0030795631160479803 -0.011029201033572984 -0.01037830956535999 -0.013175047267571438 0.0054071657821476932 0.005834465291243339 0.0078689761745256333 -0.016120599748807335 -0.013923342267136056 -0.0023887073413133781 0.0092819190313194206 -0.0099991718939329531 0.0054729680615626672 -0.00076321416733471576 -0.014329810847783233 0.0064290706062261728 0.0027411606994296547 0.010275341026770413 0.0041630092942856077 -0.0136756935713072 0.0046419310461078998 -0.0070265689429317903 0.0032526576240638392 0.0037478913047287654 -0.0039848663908950534 -0.016287741218125398
leaf_weight=6.2843216694891444 17.165416594594717 17.560207346454266 18.733589986339211 8.493715360760687 20.829449106007814 6.7515601813793173 11.304419310763477 7.1218116879463222 16.16684111952782 4.8899366408586529 24.656243812292814 3.0282457023859015 2.1907483451068392 12.046050168573855 9.1761215031146985 6.76645953208208 49.755813047289848 54.93862116523087 4.0781030021607867 7.1202839240431777 9.1043942049145681 7.8461793363094321 75.973856627941132 8.0003397539257985 27.167923703789704 22.413410648703568 14.815199077129376 5.6099252551794079 12.150051265954973 5.2879871353507033
leaf_count=301 757 205 90 252 114 131 152 110 55 18 82 31 30 96 33 92 213 373 28 33 68 26 271 61 93 116 52 22 83 46
internal_value=0.000331774 0.000684864 0.00106998 -0.00237846 -0.000607155 -0.0037658 0.00125131 -0.000431447 0.000596631 0.0020826 0.00411764 0.00108408 -0.00379541 -0.00639637 0.00192896 0.00169669 0.00197562 -0.000206884 -0.00170068 -0.00111852 -0.000491001 0.00279947 0.00194795 -0.000149259 0.00134869 0.000261055 -0.00293593 -0.00304211 -0.00492539 -0.00771564
internal_weight=497.427 480.262 426.627 53.6349 45.1412 24.3118 420.343 120.677 109.373 90.2047 55.1465 30.4902 14.3234 19.1679 299.666 290.489 283.723 77.7503 59.0167 35.0582 11.2951 205.973 156.217 80.2431 72.2427 64.3965 37.2286 27.9379 23.048 17.438
internal_count=4034 3277 2575 702 450 336 2274 826 674 468 266 184 129 206 1448 1415 1323 491 401 202 98 832 619 348 287 261 168 169 151 129
is_linear=0
shrinkage=0.0106021


Tree=78
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 0 1 1 4 2 4 4 4 2 3 3 3 2 4 0 4 4 0 1 0 2 4 2 3 3
split_gain=37.0949 14.8891 17.4251 11.346 11.615 10.0817 9.92805 8.7001 8.04877 6.49043 6.20146 5.82203 6.06488 6.03524 6.47095 5.71422 12.7975 10.3521 6.30766 11.1327 5.30359 5.27324 6.78557 6.96509 5.22839 5.02412 4.40996 4.38537 4.2473 4.24304
threshold=102.70985441565001 43.832725745850006 75.462331263550013 70.206395618550019 96.163458868000006 85.705356740550016 62.116825104000007 72.378669787950017 38.064633603500006 -0.14138499999999998 42.719328117250008 47.709122305950011 45.295823381400005 -0.16276499999999997 1.0000000180025095e-35 0.087795000000000026 0.093325000000000033 -0.048954999999999992 42.066503896600004 86.692020874450009 41.257403903850005 40.750688432250008 97.39208423365001 80.468240302450013 86.83719761350001 0.17076500000000003 40.159267750750011 0.10957500000000002 -0.11789499999999999 0.10220000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 8 11 -4 -10 -11 12 -3 14 -13 26 17 20 29 -20 -17 22 -6 -24 -22 -25 27 28 -7 -18
right_child=-2 7 3 4 21 15 -8 -9 9 10 -12 13 -14 -15 -16 16 18 -19 19 -21 24 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0052990137015949262 -0.0039490701815715779 -0.00083766912220866125 0.0035571320178235223 -0.0028007152689805762 0.0023677438216143584 -0.0039791873716019492 -0.0061324541249714436 -0.0056477697397186166 -0.0058557088374728171 0.00094507733264967279 -0.0056669630243264017 -0.00012229289405888747 -0.005864492211675839 -0.0040548828438015374 0.0055854036021069347 0.0021654038004121712 0.0040198601662273818 -0.0059973148302637459 -0.006045224900119303 0.0023151391397397366 0.00031476624014661816 0.0018875028154043403 -0.0030722800325370561 0.002898640427840684 -0.0055226305241914547 -0.0034428759197482079 0.0034013835720954795 0.0041643272044731196 0.001225324116786489 0.0018316849164345336
leaf_weight=10.443956961855291 45.135356888175011 22.334070321172479 14.868603706359862 29.288467291742563 16.30780328810215 4.6814924776554134 6.2212607823312274 10.3952887840569 5.2527200728654817 27.016740605235107 3.9886988885700694 11.709636010229593 7.9827919639646998 4.5680671073496333 8.3283975124359113 17.509985633194447 41.034826047718525 7.9757301881909362 5.7408678792417076 12.187673568725584 10.634918682277204 50.095458537340164 24.362263116985559 11.2623358592391 5.8152626305818549 4.20364224910736 91.17680536955595 9.8770850673317891 21.424980118870735 46.112289369106293
leaf_count=301 977 205 47 280 55 24 84 204 42 120 68 55 125 44 21 55 109 51 46 38 44 191 177 39 36 37 306 33 71 149
internal_value=0.000362697 0.000721231 0.00102445 0.00116585 -4.08463e-05 0.00165913 -0.000228278 -0.00149531 0.00049016 -0.000767532 9.44705e-05 -0.000709377 -0.00216129 0.00107951 0.00224999 0.00205392 0.00138931 -0.000922475 0.00231194 -0.000361919 0.000269379 0.000720061 -0.000321757 -0.00142298 -0.0017488 0.00117502 0.00282228 0.00135494 0.000292035 0.00286203
internal_weight=587.937 542.802 477.484 467.04 135.52 331.52 57.348 65.3183 51.1268 36.2582 31.0054 54.923 30.3169 24.6061 20.038 274.172 147.012 41.9359 105.076 17.9285 33.9602 106.232 56.136 39.8282 16.4502 15.466 127.16 35.9836 26.1065 87.1471
internal_count=4034 3057 2403 2102 779 1323 361 654 277 230 188 450 330 120 76 962 528 186 342 84 135 499 308 253 80 76 434 128 95 258
is_linear=0
shrinkage=0.00494996


Tree=79
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 0 0 4 2 4 2 3 3 2 0 2 2 0 1 2 1 1 1 2 1 2 3 3 2 2
split_gain=22.5541 7.54096 11.6143 7.75618 5.80631 9.74996 6.55619 5.71205 5.32255 5.92058 6.93524 5.04247 6.86711 17.2773 6.51627 8.06047 8.92978 4.59613 10.1841 4.76786 4.31887 12.1373 4.26833 8.46761 6.33234 8.96462 4.02163 5.32559 4.19299 3.99209
threshold=102.89804648475001 43.832725745850006 75.462331263550013 72.378669787950017 70.206395618550019 96.163458868000006 85.995710218650018 41.942745071500006 -0.60611000000000004 47.927946529500012 -0.098419999999999994 0.080515000000000017 0.093325000000000033 0.0023400000000000005 86.103248543850015 -0.093879999999999991 -0.06828999999999999 97.878695155250014 78.10777406390001 -0.59681499999999998 71.104340634100012 70.776348742200014 81.479100559500012 -0.11963999999999998 80.468240302450013 -0.016679999999999997 0.09180000000000002 0.10828500000000003 1.0000000180025095e-35 -0.072524999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 6 20 7 -4 -3 10 -10 -8 13 14 -13 -16 -17 -7 26 -20 21 -6 24 -24 25 -21 29 -28 -29 -19
right_child=-2 3 4 -5 5 17 11 -9 9 -11 -12 12 -14 -15 15 16 -18 18 19 22 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0078580805720725351 -0.0054911092310247038 0.010908742726449394 0.0011234925692501499 -0.0083858338949468394 -0.0072372392447908529 0.0030055377696126713 0.0044343161096945484 -0.0034767039726394462 -0.0071600809732635133 0.0017304625048646276 0.00069134306799896038 0.0075211722167125138 0.0033884070355638027 -0.0097060311734229986 0.0036889127989200333 -0.004462784041108404 0.0028272271174423227 0.0025168391989887225 0.0082156390582530502 -0.0084511191180642372 -0.006772025296477027 0.0073622574312978053 0.0067761781855427469 -0.010043940234452268 0.0059453970701431351 0.004156204235181247 -0.012032860151441883 0.001492270511378978 -0.010317411722590129 -0.0070210795584785372
leaf_weight=7.9099917374551287 34.232771351933479 2.1183142066001883 62.851578814908862 8.4340603202581388 7.2304531410336512 39.052587419748306 55.387167364358902 19.685741327702999 13.821834104135631 21.220328655093908 11.402326844632627 8.7732584178447706 81.024861671030521 8.5268705785274488 28.681891798973076 23.131958372890942 15.641859844326985 7.2574097141623497 5.9937861040234557 5.583400469273327 14.637738332152365 5.6209045574069023 2.5797461867332458 4.6733191683888426 13.532787736505268 7.1351537257432973 5.9491517469286901 4.8611836098134518 2.5431288704276085 3.6692413203418273
leaf_count=301 960 4 276 206 92 142 213 215 244 112 90 26 271 61 93 116 52 35 14 49 170 18 9 52 42 28 49 36 23 35
internal_value=0.000360439 0.000761926 0.00109095 -0.00178922 0.00125404 -6.17938e-05 0.00181867 2.63128e-05 -0.000643567 -0.00117046 -0.00361092 0.00248756 0.00183715 0.000354173 0.00147949 0.000693717 -0.0015219 0.000992116 -0.000240738 0.00209407 -0.00400425 -0.000851737 0.000998951 -0.00406142 0.0023971 -0.00137837 -0.00403894 -0.00678248 -0.00256395 -0.000686057
internal_weight=533.165 498.932 441.935 56.9969 434.025 130.32 303.705 82.5373 48.5628 46.4445 25.2242 221.168 165.781 84.7558 76.229 67.4557 38.7738 102.831 63.7783 39.4982 27.4891 12.8514 33.5044 7.25307 26.2513 12.7186 24.2801 13.3535 7.40431 10.9267
internal_count=4034 3074 2418 656 2117 794 1323 491 450 446 334 832 619 348 287 261 168 514 372 194 280 110 180 61 119 77 178 108 59 70
is_linear=0
shrinkage=0.00745228


Tree=80
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 3 4 1 0 4 2 2 2 2 3 4 2 1 2 1 4 3 1 1 3 0 0 3 1 4
split_gain=15.1836 5.48089 8.05671 7.09151 7.06538 4.64808 4.64067 7.15101 4.71352 4.60496 4.8473 5.08127 4.58436 7.31842 5.75724 4.37624 4.31076 8.84894 4.25951 4.04741 3.94325 4.14234 3.6643 5.02479 3.59757 3.51529 3.87515 4.32686 9.39274 8.90774
threshold=107.57327517365 70.171445662850019 85.705356740550016 94.773526014550015 0.10184000000000003 -0.10747999999999999 39.110279783550006 71.096275259700022 94.203572890950014 48.226196960950006 -0.14138499999999998 -0.13509999999999997 -0.048954999999999992 0.22598000000000004 0.091935000000000031 38.244973486750006 -0.116995 73.037342029850024 -0.59502499999999992 62.052302108850007 35.171584490050009 0.10608500000000003 83.740093847200015 83.116371560950014 0.097015000000000032 94.047642319350018 93.692765846100016 0.080135000000000026 68.910558799650019 38.625745710700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 9 -5 -3 8 -8 10 18 -12 15 14 -14 16 17 -7 -1 -13 -6 -22 23 -17 -15 26 27 -4 29 -29
right_child=-2 3 25 5 20 12 7 -9 -10 -11 11 19 13 24 -16 22 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.016867503291535562 -0.014994911101112323 -0.023525713996310319 0.0066972714883749319 -0.012692601962595633 0.016924835703073154 0.019873512289020151 0.015223610939933831 -0.015922095991647654 -0.00731532954095797 0.0033134621141741602 0.018927326436618701 -0.0026985532156855343 0.0093574740857510497 -0.018129998760505917 -0.0024974351736711561 -0.00049622211684708512 -0.018357785175233302 -0.012429778578984134 -0.015481820971414999 -0.017669594608008699 0.010301107384093518 -0.0063666337974642075 -0.016496735019992697 0.016643009707050939 0.001667354883473071 -0.0067615998817955629 0.011677338633644252 0.010304898460284361 -0.014731501270465165 0.0012270588840417815
leaf_weight=0.90337504260241885 12.859443143010138 3.9165514819324043 54.042830042541027 5.9119590315967789 4.9023909866809872 2.5841352567076665 3.8232706692069751 7.5339615177363157 3.9057698883116245 12.329642027616499 1.9831567481160153 25.214811528101571 31.337797623127699 4.2069110237061969 11.720418965443967 64.953458879143 5.9414013270288697 5.5757726393640041 13.715754757635294 4.419215688481926 5.9776962772011739 6.4600916318595409 2.765787109732627 3.768477998673915 3.502674762159586 7.0885620415210715 11.620996363461016 26.849345363676548 6.7003430128097525 139.20809001848102
leaf_count=3 649 49 244 114 14 7 21 190 49 53 6 287 127 60 76 492 80 75 366 79 20 47 96 10 23 41 33 84 38 601
internal_value=0.000480363 0.000892494 0.00198209 -0.0012767 -0.00212666 -0.000166286 -0.00951347 -0.00591787 0.00383385 -0.0045222 -0.0066117 -0.00343463 0.000376812 0.00381227 0.00613058 -0.00166096 -0.00900773 -0.00219975 -0.0134828 -0.00493113 0.00596418 0.00164401 -0.00021177 0.000443635 -0.00913552 0.00325242 0.00355015 0.00313372 0.00201896 0.00269483
internal_weight=495.724 482.865 321.416 161.448 75.9061 142.269 19.1796 15.263 7.72904 58.566 46.2363 31.6172 136.357 50.7678 43.0582 85.589 14.1013 8.15991 14.6191 29.634 17.3402 12.4378 71.4877 68.7219 7.70959 245.51 238.422 226.801 172.758 166.057
internal_count=4034 3385 1916 1469 875 1160 309 260 70 794 741 372 1046 286 203 760 162 82 369 366 81 67 598 502 83 1041 1000 967 723 685
is_linear=0
shrinkage=0.0144301


Tree=81
num_leaves=31
num_cat=0
split_feature=0 4 2 3 4 2 4 0 1 1 3 4 1 0 2 3 4 3 1 2 2 4 0 3 0 0 2 2 4 4
split_gain=13.5877 5.08571 4.47119 7.6068 7.17329 5.94406 5.94655 5.56708 5.2167 4.77846 4.35903 8.20245 7.06773 7.71454 6.95993 6.94961 9.06521 6.03292 5.2638 6.09077 7.0398 7.18068 4.37058 5.12338 4.21019 7.47281 5.265 4.18069 4.16918 5.16418
threshold=107.57327517365 50.448116877400004 -0.22403500000000001 0.091645000000000018 38.804080188450008 -0.16276499999999997 43.961868063600001 75.994645973400011 57.576019321700009 54.927888063200008 0.08766000000000003 41.243661560350013 80.677940036650014 90.767723400200012 0.27538000000000007 0.09062000000000002 42.047301293400004 0.41214500000000009 69.999384342500022 0.086310000000000026 -0.059424999999999999 41.571132012400007 97.39208423365001 0.085235000000000019 98.413698323200009 97.878695155250014 -0.23783499999999999 -0.0034049999999999996 43.487767439550005 35.419594101850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -4 7 -7 -1 -8 14 -12 13 17 18 16 -15 27 -9 20 21 -20 -23 -24 25 26 -6 -13 29 -5
right_child=-2 -3 5 28 24 6 9 10 -10 -11 11 12 -14 15 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.017055810841932709 -0.020142200890709866 -0.020905677776278022 0.017257281456060411 0.017053190999368573 -0.014659908323151978 -0.021146469174720559 0.034458540993529276 0.0080590569012348422 -0.031300350688157917 -0.012132874221668824 0.0036900889417757327 -0.002313430765371697 0.023607439098386279 0.013088519788116868 -0.019734706372880988 -0.029109486833858163 -0.024105840319850708 0.016936087853307268 -0.020938919442182919 -0.021334691594063593 0.010212293048762495 -0.012498719842044334 -0.0033183242083076226 0.027559714714331503 -0.025782518269804149 0.033293671810350159 0.00199256169644966 -0.021682048055288835 0.02093091939015345 -0.0030570023754211226
leaf_weight=0.96313929464667936 11.676357524469493 3.9413353353738776 9.5837510023266059 6.1042884700000313 12.437278967350723 3.8061414342373601 0.87991410493850963 105.13641187921166 6.8490976775065064 15.681959396228192 128.89420907199383 46.82258721999824 3.2990006506443015 5.0279854238033312 4.1992554739117613 8.6586667560040933 4.8944331090897322 5.7605247236788264 7.4537794683128622 4.4978550150990477 21.546434594318271 4.3774574995040885 4.2080920040607435 3.936262421309948 3.2523361202329388 2.0595245137810698 17.020372599363331 4.6355897672474375 4.6657785829156628 23.208152558654547
leaf_count=18 649 140 43 24 227 165 4 482 145 269 637 255 19 24 56 95 60 17 98 61 89 38 27 16 56 4 128 43 15 130
internal_value=0.000590732 0.00110167 0.00128628 -0.00301518 -0.00849311 0.0021236 0.00174562 0.00226 -0.0253387 -0.00965752 0.00250519 0.000663571 -0.00426825 -0.00548147 0.00497079 -0.0163728 -0.00525835 -0.00194463 0.00565713 0.000169707 0.00249916 -0.00582052 0.00317892 0.0116054 -0.00470813 -0.00253342 -0.00503826 -0.00405825 0.0038498 0.00113093
internal_weight=485.478 473.802 469.86 76.56 42.5817 393.3 383.717 367.155 7.81224 16.5619 363.349 207.993 79.0988 75.7998 155.356 18.5811 9.92242 57.2187 151.156 46.0199 41.522 19.9756 12.5218 8.14435 34.7695 31.5172 29.4577 51.4582 33.9782 29.3124
internal_count=4034 3385 3245 747 578 2498 2455 2182 163 273 2017 1150 513 494 867 179 84 315 811 329 268 179 81 43 415 359 355 298 169 154
is_linear=0
shrinkage=0.0194548


Tree=82
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 0 1 0 3 3 4 3 4 1 2 3 3 0 4 4 4 0 2 0 0 4 2 3 3
split_gain=25.7068 9.47957 11.1405 8.20388 8.7199 8.15902 13.257 7.84466 5.53233 5.21649 6.32068 5.1663 4.62869 7.39228 10.6265 4.49182 5.22768 5.16202 8.48802 5.03856 4.82193 8.45192 7.1488 5.04859 4.27994 9.27108 5.82173 4.20759 6.76551 7.01033
threshold=103.48144189910001 42.719328117250008 75.462331263550013 64.407391431150018 86.643628628100018 42.141702038450013 85.764502819450016 65.29995953045001 100.15850764985002 1.0000000180025095e-35 -0.15572 48.226196960950006 0.081765000000000018 41.257403903850005 62.057679025150001 -0.083064999999999986 0.083155000000000021 0.087245000000000031 86.692020874450009 50.205949521800008 47.927946529500012 44.421469061800003 85.791387400750025 -0.60918499999999998 85.121961326250016 79.532656873050016 38.400997490450003 -0.061874999999999999 0.12535000000000004 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 -7 -5 9 10 11 -3 -6 -14 -15 19 -17 -18 -19 20 21 22 -11 -23 25 -4 -27 28 29 -9
right_child=-2 8 3 7 12 6 -8 27 -10 15 -12 -13 13 14 -16 16 17 18 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0071049597187696958 -0.0055348479847703823 -0.0053888545930638561 0.0038857110393025712 -0.0075624712020910083 0.0064040510443382128 0.0024110603213492714 -0.011459149063365651 -0.0036852460105847701 -0.0064770828681362481 -0.0056274300378209045 -0.008636042524052083 0.0022281662247918481 0.0052748534567854692 -0.0085191988737916627 0.0029861722614332991 0.0025291611988814927 -0.0094718015433782662 -0.010352525076725318 0.002024342213660265 -0.0075147389115265591 0.0067551286842265574 0.0071054650659122965 0.0034402944878040515 -0.0065698515965591708 0.0026523259904841605 -0.00022376510687336252 -0.0090039913798707887 0.0017431695461964309 -0.0089528878343295773 0.00089874926729196711
leaf_weight=7.1115081235766402 31.180323550477624 7.0826096907258096 11.755984194576742 5.3704760409891596 28.128851652145386 6.9463893733918649 5.6592727340757847 18.24995756149292 7.6566739454865447 4.4591972678899756 7.1397238019853821 9.3492694050073606 24.018746837973595 5.2144400030374554 11.978700764477251 7.5906384363770512 5.6165103502571609 3.5694415867328635 8.4295172765851003 2.816033784300088 7.4223909452557555 1.4270783364772786 33.451954063028097 8.4898318015038949 82.110055536031723 7.4550953023135644 6.3103224709630013 91.234499625861645 3.8665880300104609 87.424190152436495
leaf_count=253 920 128 45 46 108 43 46 128 129 53 130 38 73 36 39 46 67 42 38 59 21 4 143 143 275 41 54 413 42 431
internal_value=0.000397305 0.000754842 0.00124034 0.00139031 0.00240036 0.00130471 -0.00381593 0.000461435 -0.000953224 -0.000557373 -0.00335125 -0.00105499 0.00430024 0.00286429 -0.000503246 0.000233478 -0.00213794 -0.00414902 -0.00165752 0.00126289 0.00171027 0.000927361 0.00237373 -0.00460193 0.00190443 -0.000501772 -0.00424878 0.000676064 -0.000212709 0.000107092
internal_weight=548.516 517.336 402.835 395.724 189.578 120.237 12.6057 206.146 114.501 106.844 23.5716 16.4319 69.3407 41.2119 17.1931 83.2726 25.2061 17.6155 11.999 58.0665 55.2505 47.8281 37.9112 9.91691 107.631 25.5214 13.7654 200.775 109.541 105.674
internal_count=4034 3114 2073 1820 760 504 89 1060 1041 912 296 166 256 148 75 616 193 147 80 423 364 343 196 147 415 140 95 1014 601 559
is_linear=0
shrinkage=0.00672725


Tree=83
num_leaves=31
num_cat=0
split_feature=0 4 4 1 0 0 3 0 1 4 1 0 1 3 0 1 1 2 3 4 4 4 4 3 1 2 4 4 1 0
split_gain=12.8173 4.73669 4.25631 4.35667 8.45607 6.66285 5.38656 4.98146 10.8047 4.81647 11.2524 7.81509 8.5318 6.30684 5.69207 4.40104 9.5774 5.72588 5.60317 4.242 7.31785 3.94438 7.79789 6.06281 3.72451 3.40865 5.27498 14.8004 4.18916 5.64164
threshold=107.57327517365 50.448116877400004 32.051492741500006 66.964115113200009 90.297243227400017 91.937202686950016 0.13377000000000003 90.633300493650012 67.649671936450019 38.400997490450003 65.020359884900017 85.995710218650018 63.530954080650012 0.085665000000000033 85.925810307250018 62.095317438950012 62.041548276350007 -0.08854999999999999 0.089305000000000023 43.89540535710001 48.86568841230001 41.50623664750001 42.824128352900011 0.092465000000000033 68.34060567600001 -0.059424999999999999 38.244973486750006 35.050303764500008 81.479100559500012 104.45466374235001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 19 8 -5 13 11 14 15 -4 -11 16 21 -18 -19 25 -21 -13 23 -23 -1 26 27 -7 -27 -30
right_child=-2 -3 3 5 -6 6 -8 -9 -10 10 -12 12 -14 -15 -16 -17 17 18 -20 20 -22 22 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.028191333701341349 -0.017723536006641987 -0.018339655843981954 -0.0049988397081457241 0.021866239007231485 0.013427994445460476 0.012025088580543845 -0.022690190094923211 -0.022066323401890194 -0.024093311660534928 -0.0015451611089951304 -0.025489497762513066 0.010756676234104097 -0.016470177765287742 0.011749911108861175 -0.022305918689109756 0.0091033060813602001 0.0066491104863276428 -0.026574127710534964 -0.0021637636107574602 -0.016373997831755031 0.011762556424327089 0.002309262182147033 0.011181262967504027 -0.023635832657824343 -0.00045521889207994726 0.0051830513846342265 0.0011195793276604007 -0.020722590877644217 -0.02129554498466053 0.020680699967258548
leaf_weight=2.7084748940542331 11.061453571543096 3.713421005755662 8.7514407411217672 3.0375966727733594 20.114614143967628 6.2539764195680645 2.9727010224014512 7.1672014426440001 2.982258440926671 79.452788345515728 4.6646353751420966 25.46077124774456 5.5496349409222594 27.082726057618856 4.0849344022572032 50.100543197244406 4.727044276893138 6.2984780073165876 4.9330724701285362 9.8698341604322177 3.7535786852240554 5.7732571586966532 10.581248082220553 4.8973185420036316 3.0040839593857527 69.170120634138584 76.924790723249316 11.574275417253373 3.8259418904781333 1.2495948560535906
leaf_count=77 649 140 115 6 72 30 46 70 56 740 49 87 30 106 28 213 15 43 21 233 33 22 33 33 34 314 503 159 60 17
internal_value=0.000526422 0.000955314 0.00110875 0.00129099 0.00274165 -0.00062448 0.000212561 -0.012405 -0.000902292 0.00185474 0.00084754 0.00145615 0.00429189 0.00765952 -0.00256035 0.00531361 0.00228406 -0.00918752 -0.0158527 0.000585369 -0.0086217 0.00620314 0.00074777 -0.00959838 -0.0136056 0.00132757 -0.000828691 -0.00923503 0.00407942 -0.010961
internal_weight=481.742 470.68 466.967 461.254 262.473 198.782 185.595 13.1871 6.01986 242.358 206.524 201.859 118.321 35.8342 83.5377 112.772 62.6712 15.9586 11.2316 182.622 13.6234 46.7126 21.2518 10.6706 5.71256 168.999 94.753 17.8283 74.2457 5.07554
internal_count=4034 3385 3245 3134 1607 1527 1395 132 62 1535 1314 1265 497 221 768 467 254 79 64 1349 266 175 88 55 111 1083 692 189 391 77
is_linear=0
shrinkage=0.017152


Tree=84
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 1 4 3 2 4 4 1 1 0 2 0 4 0 0 1 3 3 3 3 3 0 4 0 4 0
split_gain=24.2661 9.21318 10.0519 8.49377 8.58381 8.38323 7.25689 8.99029 6.52379 5.02403 5.1647 6.3576 4.95526 4.80544 4.67558 4.42748 4.81224 4.37609 7.40578 5.16128 4.41243 4.29763 5.60314 5.13605 4.84141 4.80839 4.27655 4.61167 6.6434 4.26566
threshold=103.48144189910001 42.779078631750004 75.462331263550013 64.407391431150018 65.29995953045001 62.111448187750007 41.919251152600005 0.093580000000000024 -0.026144999999999998 37.038444968100009 41.535369675400013 61.622148808000013 58.613764160050003 100.15850764985002 -0.070909999999999987 86.382848189450016 42.434124620650003 86.643628628100018 86.135510041400025 62.240494178000013 0.093160000000000034 1.0000000180025095e-35 -0.15572 -0.25095999999999996 -0.55648999999999993 82.602876058000007 39.749124837650008 85.812895065800021 41.289992964000007 86.162394622750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 8 15 9 -4 11 12 -11 14 21 16 -8 18 19 -7 -21 22 23 24 -3 -25 -13 -28 29 -29
right_child=-2 13 3 4 -6 17 7 -9 -10 10 -12 26 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.0071467470621223482 -0.0055658624293519893 0.00067382470560325221 0.0059006347257634416 -0.0080968755989321347 0.00064205841713599321 0.0068195944241586006 -0.0093750128867520193 -0.0095974272368980137 0.0046384301747019671 -0.00089005325307143937 0.004108486190703399 0.0043475595828288858 -0.012533155655539974 -0.0063339638678567766 -0.0036252481200631076 0.0052738990626270046 0.0010870544961747435 0.0054850862362979848 -0.0056621320764942565 -0.008229351694478089 0.004782551356237009 0.00099198718398247395 -0.0085627732203361964 0.0079672257041220849 -0.010829597037385001 -0.0028584219796985756 0.0030758685974944145 -0.0050047717172903659 -0.0092314371747003517 0.0017874271140264773
leaf_weight=6.5105330850929013 29.695439150556922 3.5885404776781806 8.387447237968443 5.3545900397002688 196.28207060322165 10.061623476445677 3.0772359855473059 5.7108489423990241 32.260755307972431 3.3208045065402976 13.036211319267748 9.3044825941324216 3.4626811072230339 7.2895887289196244 19.279522467404604 5.5432073399424544 6.0421298146247864 47.131759829819202 4.8305620551109305 2.4240193627774707 2.4102893173694611 61.707652989774942 5.4061660673469296 4.4480478763580331 3.2182108275592327 3.324946716427803 9.8022901788353902 6.5789000391960206 5.2595066204667082 12.312838539481161
leaf_count=255 920 24 27 49 1021 31 29 56 100 21 39 26 27 128 217 15 33 170 24 34 7 449 97 13 45 40 30 30 35 42
internal_value=0.000417444 0.000767638 0.00124558 0.00138475 0.00040999 0.00241403 0.00136674 -0.00234895 0.00209656 0.00094911 0.000290705 -0.000703857 -0.00683336 -0.000994276 -0.000608786 0.000474222 -0.00244326 0.00435796 0.00166498 0.00404106 -0.00174188 0.000103093 -0.00264142 -0.000445781 -0.00476496 0.00333649 0.000257338 -0.000863528 -0.00246242 -0.000577903
internal_weight=537.063 507.367 399.105 392.594 201.637 190.958 124.099 20.3734 103.726 71.4652 63.0777 50.0415 6.78349 108.263 100.973 14.6626 9.11937 66.8583 19.7265 14.8959 4.83431 81.6936 19.9859 14.5797 6.80675 7.77299 43.258 33.9535 24.1512 18.8917
internal_count=4034 3114 2101 1846 1070 776 510 133 377 277 250 211 48 1013 885 77 62 266 96 72 41 668 219 122 69 53 163 137 107 72
is_linear=0
shrinkage=0.00680984


Tree=85
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 3 4 2 1 2 2 4 2 2 1 4 2 3 4 3 1 0 0 4 3 0 0 3 0 2
split_gain=26.7481 10.3155 16.493 12.3635 9.53526 7.49613 6.87647 5.63515 6.00549 5.00931 4.55581 4.48068 5.18301 7.13351 4.7064 4.63464 7.15273 6.13103 5.4329 6.2116 4.50591 8.14376 4.42581 4.29728 6.01586 4.15377 3.84468 4.95422 7.19562 7.71748
threshold=103.48144189910001 70.206395618550019 85.705356740550016 95.117648655250022 0.10184000000000003 -0.10747999999999999 48.226196960950006 -0.14138499999999998 62.052302108850007 -0.10623499999999998 -0.59502499999999992 38.244973486750006 0.22598000000000004 0.04932000000000001 71.246828915000023 41.178189531300006 -0.074349999999999986 0.093735000000000027 41.571132012400007 0.082535000000000011 75.408562100950022 99.994511703900017 94.047642319350018 35.171584490050009 0.11531000000000002 96.959242474650011 93.805681087600007 0.080770000000000022 86.643628628100018 -0.122095
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 7 10 9 -9 -1 14 13 15 -7 17 18 -13 -17 25 -21 -22 26 -6 -25 -20 27 28 -4 -30
right_child=-2 3 22 5 23 11 -8 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19 19 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0081532273873593762 -0.0056200824034558436 -0.0048381183447938252 -0.00035798167171819783 -0.0081194833709632638 0.0080934031734265135 0.0048741637348521938 0.0020463927605874573 0.0043863409008778886 -0.0083702746585880509 -0.0021543914982784275 -0.0072404591048732857 0.0038849496763413648 -0.0058116683297608383 0.0046962507036489012 -0.0038480295193358003 -0.010431472738286256 -0.010141085638837357 -0.0016342132851886937 0.0058296034119497842 -0.0021667119554455937 0.0077972791551701396 -0.0018574763123136208 -0.0025461287048920496 0.0039562160599635994 -0.0059223631661798771 -0.0081850453791723534 0.0060032372388495268 0.0016267288107868385 -0.0017277942963487747 0.0060325601455541254
leaf_weight=0.91942666843533771 31.5762870144099 26.817083833739161 14.714091353118418 4.7529927492141715 5.4900925457477596 3.3682549893856075 13.079704210162161 6.8120739609003058 5.4784180335700503 24.205374579876665 17.231079425662756 26.562644727528095 4.7565317824482909 22.837390944361687 16.905156549066305 2.2486275508999816 3.7448672875761977 13.930044032633303 1.1818152703344846 8.1376104354858416 9.9707496613264102 6.5867082774639121 8.5858473218977434 9.3979547023773176 3.9857801347970954 5.1189943756908178 12.589252352714537 185.70757479593158 6.7127020917832843 43.650119304656982
leaf_count=3 920 393 60 74 14 11 53 26 79 267 366 87 44 77 138 20 36 82 6 50 22 37 46 35 32 106 32 719 43 156
internal_value=0.000399767 0.00076852 0.00139908 -0.00067231 -0.00116182 0.000186358 -0.00234211 -0.00339251 -0.00186661 -0.000717911 -0.00646068 0.000501299 0.00106087 0.00138672 -0.00239891 0.000411255 -0.00131294 0.00198628 -0.000318488 0.000415169 0.00193878 0.00395653 0.00221455 0.0030735 0.0010143 -0.00555638 0.00236974 0.00218735 0.00378716 0.00499821
internal_weight=547.055 515.479 358.559 156.919 86.5999 130.102 67.7261 54.6464 36.4959 31.0174 18.1505 125.349 105.076 100.319 20.2734 77.4821 36.9894 40.4927 33.2445 30.9959 24.6951 16.5575 271.96 18.8738 13.3837 6.30081 263.374 250.784 65.0769 50.3628
internal_count=4034 3114 1931 1183 875 790 794 741 372 293 369 716 567 523 149 446 277 169 241 221 109 59 1056 81 67 112 1010 978 259 199
is_linear=0
shrinkage=0.00673799


Tree=86
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 1 0 0 3 3 1 3 0 4 0 1 3 2 2 2 2 2 4 2 4 2 2 4 1 1
split_gain=12.8891 4.33674 7.95133 5.99599 5.44865 5.32189 4.46087 7.45203 4.87866 4.425 3.98888 12.1912 3.94428 5.39995 6.65659 6.34685 4.18826 3.89868 4.28173 11.0591 4.60283 6.35981 5.53082 3.80673 5.44742 4.41797 5.98607 3.75684 6.28922 3.99361
threshold=103.48144189910001 85.667718326750006 66.590419433100024 90.297243227400017 43.680097826700013 61.982402197500001 91.937202686950016 90.767723400200012 0.12535000000000004 -0.16320999999999999 65.536543845950021 0.10371000000000001 93.953546284800012 38.244973486750006 94.940210418650011 71.397382570300024 0.092835000000000015 0.22598000000000004 0.059320000000000012 -0.016334999999999999 -0.079634999999999997 -0.08786999999999999 42.283941020600004 -0.16276499999999997 48.86568841230001 0.04932000000000001 0.096390000000000017 38.625745710700009 64.02831883475001 62.111448187750007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 10 6 -1 7 -4 12 -7 27 -12 -8 14 -14 -16 -17 18 19 20 21 -15 -23 24 -6 -25 -27 -3 29 -29
right_child=-2 2 4 -5 23 9 8 -9 -10 -11 11 -13 13 17 15 16 -18 -19 -20 -21 -22 22 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.00040235129012478537 -0.012246500384580333 0.012148684398907234 0.0019878361902205331 0.013973412039988453 -0.0085230260252911767 0.0084444291940350882 0.0072942795514728178 -0.026259683957913834 -0.017192041395848429 -0.017131985531531072 -0.026128727124397701 0.013229277424444465 -0.026872408029482268 0.0023773424604722278 0.012586885116449873 -0.021464339522779152 -0.0025186172211372889 -0.01372680650863042 0.010634112084946613 -0.025792106930025569 0.0091522248609027333 -0.025898658633401475 0.0044104532137812956 -0.020375287514931482 0.020839959035826444 0.019110698431130037 -0.01961768249863861 0.0017603910149577304 -0.015210226759487914 0.0076501062785523082
leaf_weight=53.286766528151929 22.129627792164683 15.301877513527868 6.5587059482932073 17.478117272257805 6.0255968086421507 2.4489722028374681 30.332911465317011 4.7910036277025938 4.1531938016414633 11.068953830748793 4.9381935596466047 4.4224880412220955 4.0589956436306265 45.325862783938639 5.7944752126932171 5.0248410049825933 11.100612316280602 4.3750525526702395 17.381390541791916 4.2583481334149829 23.004710424691446 4.7912796586751929 2.8443456292152405 9.7938712760806066 2.7177954763174057 2.3832205533981314 2.3495079800486565 95.69027953222394 5.3090371116995803 53.049765158444643
leaf_count=562 920 53 32 64 96 23 109 50 53 257 33 14 39 247 22 73 76 46 61 48 91 50 15 255 10 5 56 405 29 240
internal_value=0.000588469 0.00120585 0.00189484 0.00434855 -0.000547959 -0.00284999 0.000499629 -0.00993617 0.00122875 -0.0124984 0.00340723 -0.00753389 0.00171207 0.000388803 -0.00661897 -0.00286856 -0.00842228 0.00217398 0.00288671 0.00120817 0.00272169 -7.15192e-05 -0.0146082 -0.00837204 0.000604162 -0.0137747 -0.000115555 0.00401199 0.00320376 0.00386102
internal_weight=482.19 460.06 393.255 196.19 197.066 66.8047 173.796 11.3497 162.446 13.5179 178.712 9.36068 158.293 127.96 25.9789 21.9199 16.1255 101.981 97.6059 80.2245 75.9662 52.9615 7.63563 23.27 8.74339 14.5266 4.73273 169.351 154.049 148.74
internal_count=4034 3114 2272 838 1434 842 1012 82 930 280 774 47 877 768 210 171 149 558 512 451 403 312 65 422 106 316 61 727 674 645
is_linear=0
shrinkage=0.0172176


Tree=87
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 1 4 3 2 0 0 2 2 2 1 1 0 0 4 0 2 3 4 4 2 0 4 4 4 0
split_gain=17.4787 6.74104 8.88264 5.60904 7.09186 6.72329 5.79974 8.77215 6.49036 4.59344 4.3431 4.10393 5.60011 5.32575 8.27701 7.99633 5.94297 4.06735 4.9972 4.04498 4.01675 7.63343 3.74728 3.71849 4.04453 4.10975 6.54104 5.39014 3.70316 4.81036
threshold=103.48144189910001 42.719328117250008 75.462331263550013 63.705703859100005 87.009258933850006 62.111448187750007 41.919251152600005 0.093580000000000024 -0.026144999999999998 79.532656873050016 100.15850764985002 -0.5775499999999999 -0.23783499999999999 -0.10290999999999999 69.873026810350026 62.00390986255001 86.329079026800017 85.121961326250016 38.400997490450003 97.878695155250014 -0.078649999999999984 0.093160000000000034 44.262924377150007 39.577821550850011 -0.053159999999999992 86.565663342300013 41.218101594450012 40.316494640950005 43.018222997350009 87.009258933850006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 8 -8 9 -4 11 -3 19 14 15 -14 22 18 -11 -13 21 -7 -15 -19 25 27 -27 -25 29 -18
right_child=-2 10 3 4 -6 20 7 -9 -10 17 -12 12 13 16 -16 -17 28 23 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.009254035093940011 -0.0067004619654471463 0.0070013594177488524 0.0070202694910519812 -0.010085850860903326 0.00080168525944546967 -0.0040422166551601591 0.0010416883046582553 -0.012608904694496201 0.005754126097091381 0.00076391355490303548 -0.0080066951740526172 -0.010117588777061384 -0.00064437804822261983 -0.0093071142632253582 -0.0068289404494767895 0.0086050212617483756 0.0018049232656958531 0.0065547254854251827 -0.013667254750540246 0.0099150751961475225 0.0072635417854960537 0.0075563802983498471 -0.00014648350383815502 -0.0063572580558750686 -0.0071861891438417154 0.0020548903320600641 -0.013042264849544072 0.0040423725121000575 0.0013661092601780958 -0.012427545563398085
leaf_weight=6.0599812446162096 25.526218429207802 5.1333461143076411 8.3352236002683622 4.7829153202474108 198.92689666897058 8.4426996037364024 11.918843951076271 5.3136069737374774 30.805702418088913 3.9620681107044211 6.7683035582303992 7.4877445437014085 13.996014300733806 11.772763740271332 6.5236254762858144 15.244817309081553 3.5239145010709754 7.7190220504999152 3.5532009266316891 0.87929092347621907 32.679735992103815 9.3197243139147741 4.9526411779224864 4.5826028212904886 5.4939129725098672 5.3498644679784757 3.8546958863735199 25.772602252662182 26.749669916927814 3.9120175242424011
leaf_count=253 920 17 29 63 1046 43 66 53 100 17 129 185 75 174 142 47 12 22 35 5 142 30 44 22 26 19 28 79 178 33
internal_value=0.000425335 0.000801293 0.00135686 0.00153027 0.000546056 0.00273009 0.00156471 -0.00316746 0.00238486 0.000872366 -0.00115655 -0.000693728 -0.00110935 -0.000442981 0.00217014 0.00417783 -0.00227867 2.23766e-05 -0.00605911 -0.00801236 0.00542536 0.00204342 -0.00659452 0.00088843 -8.2373e-05 0.000904179 -0.00426751 0.00247238 -0.000167129 -0.00568273
internal_weight=509.344 483.817 376.873 370.813 203.71 167.104 116.661 17.2325 99.4289 68.6232 106.944 100.176 95.0425 86.6755 35.7645 29.2408 50.911 60.288 7.51527 8.36704 50.4422 17.7624 16.7254 52.7727 45.0537 39.5598 9.20456 30.3552 34.1856 7.43593
internal_count=4034 3114 2073 1820 1109 711 496 119 377 277 1041 912 895 705 264 122 441 248 52 190 215 73 218 196 174 148 47 101 223 45
is_linear=0
shrinkage=0.00883561


Tree=88
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 4 3 1 1 0 2 4 4 2 4 3 0 4 2 4 3 3 3 2 3 2 4 1 0 0
split_gain=29.3548 11.656 19.09 11.9269 11.0362 7.0689 6.82541 6.54257 8.00445 6.6345 6.06297 6.20174 5.97159 5.29941 4.59903 4.60666 4.86059 5.49401 4.46711 4.07583 6.32821 3.99932 5.21166 4.32791 5.92194 4.21792 8.07969 9.94395 6.52649 7.38047
threshold=102.89804648475001 70.206395618550019 85.705356740550016 96.039789794050009 0.10184000000000003 48.226196960950006 -0.10747999999999999 71.096275259700022 70.776348742200014 95.262825394300009 -0.14138499999999998 41.872294782850005 43.940903692500008 -0.25236500000000001 40.750688432250008 0.098545000000000021 98.674478761850011 37.828051409500013 -0.59502499999999992 35.171584490050009 0.11531000000000002 -0.26958499999999996 0.080770000000000022 -0.079634999999999997 -0.11789499999999999 -0.094519999999999993 39.420767558750008 64.184249406300026 93.899777122150013 90.767723400200012
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 10 -5 8 9 -3 18 -12 14 -14 15 -8 -17 -18 -1 -6 -21 -4 23 24 -23 -24 -27 -28 29 -29
right_child=-2 3 21 6 19 -7 12 -9 -10 -11 11 -13 13 -15 -16 16 17 -19 -20 20 -22 22 25 -25 -26 26 27 28 -30 -31
leaf_value=0.0076857101405003944 -0.0051713598332816663 -0.0077314777718859593 -0.00344732253527404 -0.0080333923174827002 0.0080449188061622531 0.0019764813910624133 0.00094527272401627059 -0.0062995328154762656 0.0055385480190293553 0.0070017289465263933 0.00050015455728637161 -0.0049603876462934451 0.0059584701716730356 -0.0077967579123539767 0.0025161464944646644 -0.010181550897851603 0.0039225121162771793 -0.0054930699796868973 -0.0072778496747488578 0.0042615806531605717 -0.0057022358443997254 -0.0049335712585409893 0.0033207126858367996 0.0052931372938988114 0.0035322677957941875 0.0040654040810879193 0.0012388610624314328 -0.00098832073115262369 0.0037295802688375474 -0.011490864003954005
leaf_weight=0.92399785667658108 37.503050692379475 6.487952031195162 5.0646272562444201 4.0858765095472327 5.6350061893463161 13.201197341084479 37.938730075955391 21.545351879671216 5.7410099208354941 1.6963241621851919 20.991772012785077 16.222979666665196 1.5485186278820036 6.034459523856639 51.566864158958197 3.5584967881441107 4.948617570102213 6.072261206805706 17.543453548103571 9.5284854620695096 3.9741784967482081 4.6810708008706596 69.534228034317493 44.797310769557953 16.273382727056742 35.186053931713104 88.392701808363199 5.2801739051938039 3.2728880345821372 6.6532786339521408
leaf_count=3 960 98 28 65 14 53 183 343 19 5 135 237 5 118 201 29 24 53 366 35 32 37 228 158 58 109 342 26 11 59
internal_value=0.000495595 0.000905579 0.00154391 -0.000644221 -0.0011495 -0.00238749 0.000386951 -0.00400932 -0.000465872 -0.00467778 -0.0034221 -0.00188025 0.000695047 -0.00498781 0.00110906 -0.000272533 -0.00344153 -0.00126527 -0.00652917 0.00330646 0.00132898 0.00239324 0.00250116 0.00412926 0.00164106 0.00198729 0.00131922 0.000386513 -0.00456809 -0.00684382
internal_weight=555.884 518.381 367.157 151.224 88.0211 68.8834 115.754 35.4706 13.9253 8.18428 55.6822 37.2148 111.668 7.58298 104.085 52.5181 14.5794 11.0209 18.4675 19.1377 13.5027 279.136 274.071 65.7518 20.9545 208.319 138.785 103.599 15.2063 11.9335
internal_count=4034 3074 1931 1143 875 794 678 465 122 103 741 372 613 123 490 289 106 77 369 81 67 1056 1028 253 95 775 547 438 96 85
is_linear=0
shrinkage=0.00663302


Tree=89
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 3 4 2 4 4 2 1 1 0 3 1 4 3 3 3 0 2 4 0 2 3 2 3 1 2
split_gain=43.6133 17.6193 30.2761 16.232 13.8005 8.69827 8.03058 7.95306 8.34903 6.9794 7.6015 6.49852 9.26492 6.71615 6.43922 5.95309 5.87097 6.88453 4.92256 5.75421 5.91977 5.35361 5.11676 7.79186 6.46413 13.022 5.56467 4.43714 5.14907 3.99246
threshold=102.89804648475001 70.206395618550019 85.705356740550016 96.039789794050009 0.10184000000000003 -0.10747999999999999 48.226196960950006 -0.14138499999999998 41.872294782850005 43.940903692500008 -0.25236500000000001 71.096275259700022 70.776348742200014 95.117648655250022 0.09450500000000002 78.10777406390001 35.171584490050009 0.11531000000000002 -0.27172999999999997 0.080770000000000022 86.643628628100018 -0.12546499999999997 42.198888176300009 86.20003303655001 0.15607500000000005 0.09450500000000002 -0.097294999999999993 0.097970000000000015 77.00281777230002 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 -5 7 -1 -9 14 -11 12 13 -3 -7 27 -6 -18 -4 20 -20 -22 24 26 -21 -26 -24 -16 -29 -25
right_child=-2 3 18 5 16 9 -8 8 -10 10 -12 -13 -14 -15 15 -17 17 -19 19 22 21 -23 23 29 25 -27 -28 28 -30 -31
leaf_value=-0.005363544971953434 -0.0043946889898218528 -0.0062715449287784357 -0.0031973633985044807 -0.0065027396274542695 0.0066179156474630444 0.0017926846510875063 0.0014394563636261407 0.00051501013183843274 -0.0041458267403031244 0.0059655067927536689 -0.0061739378599165434 -0.0051459692525130827 0.0042764501722897842 0.0045839268243660558 -0.0081629854111469544 0.001731505390785149 0.0031275612622867067 -0.0046321367466842329 0.00071151402752117133 0.0026920039102249255 -0.00022370047261728739 0.004866287589275849 0.0012634258879095491 0.0029184507721308683 -0.0065906409510327326 0.0028234509334338805 -0.0058964261536849256 -0.00016582580682201543 -0.0069990315573120491 -0.00022447406926710527
leaf_weight=22.748910907655954 48.016297768801451 7.5433713942766172 4.5158352442085734 4.9341874048113814 6.8116604387760189 74.923397921025753 14.324206873774527 23.720094852149487 18.712715726345778 1.738012447953224 7.3036624267697317 25.206969320774078 5.9198462665081015 1.9527507126331327 3.3478117659688023 13.994987845420836 10.185189627110956 4.4810190349817267 15.751629263162611 146.62205422669649 6.3060276098549357 52.011509455740452 4.8206498175859451 25.115785934031006 6.3906185626983669 10.68645668774843 7.6316452100872976 14.105481825768949 3.8126590847969046 19.573792986571792
leaf_count=369 960 96 25 65 14 296 53 135 237 5 118 343 19 7 27 58 35 32 57 455 40 159 19 78 49 32 61 70 39 81
internal_value=0.000378743 0.000784273 0.00137518 -0.000651592 -0.00109505 0.000284989 -0.00209745 -0.00287471 -0.0015404 0.000565901 -0.00384046 -0.00351416 -0.000845967 -0.00403926 0.000927485 -0.000910915 0.00261558 0.000756713 0.00220829 0.00229106 0.00354938 0.00431589 0.00186903 0.000524947 0.0023382 -0.00069951 -0.00312464 -0.00264987 -0.00161981 0.00154187
internal_weight=613.209 565.193 400.41 164.783 100.984 124.16 79.5059 65.1817 42.4328 119.226 9.04167 40.6229 15.416 9.49612 110.184 35.2609 21.4779 14.6662 299.426 294.91 74.0692 58.3175 220.841 57.1419 163.699 17.0771 12.4523 21.266 17.9181 44.6896
internal_count=4034 3074 1931 1143 875 678 794 741 372 613 123 465 122 103 490 194 81 67 1056 1031 256 199 775 239 536 81 80 136 109 159
is_linear=0
shrinkage=0.00521701


Tree=90
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 3 4 2 4 4 3 4 1 2 2 2 0 2 2 4 1 1 4 4 2 3 3 0 1 0
split_gain=37.3639 15.1539 24.4685 14.5755 10.1383 8.69208 8.24119 7.43504 8.88744 5.42471 5.86969 5.36026 5.62938 5.55146 7.14627 5.30145 5.15721 5.12132 4.87693 3.89739 4.6329 12.1077 3.78957 3.756 8.12361 5.20119 6.2709 4.28251 4.18296 3.76239
threshold=103.48144189910001 70.206395618550019 85.732241321850012 95.117648655250022 0.10184000000000003 -0.10747999999999999 47.927946529500012 -0.14138499999999998 41.872294782850005 35.171584490050009 0.10507500000000002 38.244973486750006 71.246828915000023 0.22598000000000004 0.059320000000000012 -0.016334999999999999 94.047642319350018 -0.59502499999999992 -0.016679999999999997 42.360359531950003 70.776348742200014 71.104340634100012 48.96897326980001 43.680097826700013 -0.167075 0.088655000000000025 0.087245000000000031 98.674478761850011 80.468240302450013 97.878695155250014
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 6 -5 7 17 -9 -6 -11 12 -7 14 15 18 -4 -1 23 20 -3 -22 -8 25 -25 26 27 -13 29 -27
right_child=-2 3 16 5 9 11 22 8 -10 10 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.0073160540279819551 -0.0050352222529935426 -0.0069029849824035682 0.0023490856613122197 -0.0069802642069503517 0.0069996259965506204 0.0044102939291649169 0.004582512538824599 0.00077420392881511456 -0.0045246313613397631 0.0044919369848663779 -0.0028606959453006727 0.0027979402000722813 -0.0034802821771933944 -0.0049458584438964023 0.0040656199364064423 -0.0055647256661202167 -0.0020533014484032329 -0.0063401414400828839 0.006800995890087958 -0.0065050562650145437 0.0072812636604055207 -0.0048655800869034926 -0.0013168888851258483 0.0034556735107110145 -0.0069300406605974319 0.00061983519136579453 0.0067236549513219968 -0.0030513552287942869 0.0033168812021884013 -0.0035117601563246148
leaf_weight=0.93224221467972057 38.581714887171984 5.1056365296244683 279.31786421313882 5.3723825924098483 6.0588891804218319 3.5024040937423733 7.6781599968671781 23.403622021898627 18.272493939846754 6.5835595056414586 7.5631132051348686 12.704234160482889 17.966705944389105 4.9957075566053382 22.194526493549347 4.5257184728980056 8.901016201823948 19.751904735341668 4.1220849752426139 13.654988054186104 4.2184301987290365 7.2015156783163548 6.5333059132099152 4.0695295073091984 6.1028489843010885 14.156053662300112 8.9637398868799192 5.9616976678371421 7.480463631451129 14.426777400076388
leaf_count=3 920 62 995 74 14 11 20 137 247 20 49 44 138 44 69 34 46 366 10 241 10 80 34 22 106 67 19 37 25 90
internal_value=0.000381625 0.000760423 0.00138138 -0.000673474 -0.00109569 0.000117979 -0.00204233 -0.00293403 -0.00154902 0.00249175 0.000561062 0.000408699 -0.00219304 0.000917863 0.00119763 0.00042619 0.00221313 -0.00572465 0.000773851 -0.00425422 -0.00239436 -0.00037864 0.00187044 0.000437503 -0.00277516 0.000950597 0.00280943 0.000929738 -0.000473533 -0.00146553
internal_weight=590.303 551.722 384.996 166.725 96.7773 136.545 76.5717 62.3603 41.6761 20.2056 14.1467 131.172 21.4691 109.703 104.708 82.5131 288.219 20.6841 77.9874 30.1806 16.5256 11.4199 14.2115 73.8653 10.1724 63.693 27.6297 18.6659 36.0633 28.5828
internal_count=4034 3114 1931 1183 890 790 807 753 384 83 69 716 149 567 523 454 1041 369 420 393 152 90 54 410 128 282 100 81 182 157
is_linear=0
shrinkage=0.00569363


Tree=91
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 4 2 1 3 2 2 4 3 3 4 0 3 3 0 1 2 2 3 0 2 0 0 1 0 4
split_gain=14.7419 5.46969 8.23117 6.79236 6.38763 4.43617 4.49191 4.86175 4.18115 3.92023 3.78255 3.91749 3.69715 7.31494 3.58628 3.57851 3.56595 4.04996 4.59827 4.90792 6.14848 3.66778 6.88017 8.84402 7.27803 6.2708 9.28328 4.99103 4.163 4.14927
threshold=83.740093847200015 70.206395618550019 85.705356740550016 94.773526014550015 0.10184000000000003 48.226196960950006 -0.14138499999999998 62.052302108850007 -0.10747999999999999 -0.59502499999999992 -0.13509999999999997 41.898943182100005 0.090390000000000012 0.092650000000000024 35.171584490050009 67.840552463750015 -0.26958499999999996 0.080770000000000022 86.643628628100018 65.020359884900017 0.12427500000000002 -0.094519999999999993 0.093325000000000033 86.103248543850015 0.0023400000000000005 87.350693116400024 86.89903215050002 64.730006406800015 93.692765846100016 36.893814626400008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 6 9 10 -5 -1 -8 -12 -3 -14 -6 -13 -4 18 -18 -20 -21 -19 23 -23 25 26 -25 -27 -24 -29
right_child=-2 3 16 8 14 -7 7 -9 -10 -11 11 15 13 -15 -16 -17 17 21 19 20 -22 22 28 24 -26 27 -28 29 -30 -31
leaf_value=0.016703883571058502 -0.013376324397032745 -0.016829845642730271 -0.0092356917379069463 -0.01285459721553508 0.017351832803316678 0.0034737727003193728 0.018720879822134804 -0.018149677982018334 0.00035773330059691048 -0.015538718929373774 0.0018165865544203642 0.014493415953700959 0.015498332895032172 -0.017433925054928297 0.0018519865006759329 -0.013315336244313974 -0.00031443569436732016 0.0056905752931468261 0.013968135804253266 -0.0029123928899893047 0.016376586691335564 0.0080791170150712015 0.0032468063604749061 -0.0032952419640780301 -0.018303540051608169 0.010105859678767534 -0.028509213301923589 0.0062787198238160053 0.01483324219514995 -0.013045997291285524
leaf_weight=0.90317611023783584 16.309116611257195 9.0697136335074884 4.823559343814849 5.6082695554941884 4.5623033046722439 12.673536807298659 1.9906414002180088 4.3789100367575875 129.3025688175112 13.428329599089919 16.4196533728391 1.1761561390012492 2.8945759367197743 3.1726894862949848 12.606772668659685 8.8704993296414596 13.34775325655937 62.749566927552223 25.129034254699945 11.166081596165897 5.5527072548866263 14.113956309854983 57.023871291428804 14.265394985675814 8.1588474586606008 10.580929167568685 4.2542064785957328 4.4278164058923704 7.9265419989824286 5.707474060356617
leaf_count=3 757 222 28 118 14 53 6 79 932 366 105 19 16 58 67 163 55 228 116 67 15 61 225 62 66 34 32 15 20 32
internal_value=0.000628465 0.00110802 0.00219675 -0.00125913 -0.00208394 -0.00439492 -0.00650919 -0.00345502 -0.000191506 -0.0135068 -0.00119383 -0.0026917 -0.0107745 -0.00172258 0.00597073 -0.0100598 0.00351947 0.0037712 0.00734159 0.00978355 0.00349394 0.00272965 0.00126043 -0.00233022 -0.00543009 -0.00275313 -0.00908724 0.00290935 0.00466081 -0.00460359
internal_weight=492.595 476.286 326.238 150.048 77.01 59.8409 47.1674 32.8359 134.911 14.3315 28.457 26.4663 15.137 6.06727 17.1691 10.0467 249.228 244.404 55.1956 41.8478 16.7188 189.209 126.459 61.5086 47.3947 39.2358 18.5196 20.7162 64.9504 10.1353
internal_count=4034 3277 1931 1346 875 794 741 372 1050 369 293 287 296 74 81 182 1056 1028 253 198 82 775 547 302 241 175 94 81 245 47
is_linear=0
shrinkage=0.0149805


Tree=92
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 4 2 2 3 0 3 2 3 2 4 3 0 4 2 1 0 2 3 2 3 3 2 4 3 2
split_gain=12.9999 5.069 6.87391 5.83109 5.37814 3.83752 3.98258 6.95172 5.8794 6.33169 5.5989 5.86355 4.82407 4.66956 5.18976 4.40477 4.20033 3.78262 4.07317 4.40018 3.71227 3.71372 3.65799 4.13538 3.43075 6.24495 3.41007 3.3322 5.07805 3.25541
threshold=107.57327517365 70.206395618550019 85.705356740550016 94.773526014550015 0.10184000000000003 34.41230404325001 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 96.039789794050009 0.098075000000000023 0.22598000000000004 0.089850000000000027 -0.59502499999999992 39.184300550350009 0.09914000000000002 102.31465107045001 48.226196960950006 -0.14138499999999998 62.052302108850007 98.142164052000012 0.066710000000000019 0.076615000000000016 -0.074999999999999997 0.090390000000000012 0.092650000000000024 -0.59502499999999992 35.171584490050009 0.11531000000000002 -0.10623499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 17 -5 7 8 22 -10 11 16 -11 -14 15 -15 20 18 26 29 -8 -22 -7 -24 -3 -26 -1 -6 -29 -20
right_child=-2 3 -4 5 27 6 10 -9 9 12 -12 -13 13 14 -16 -17 -18 -19 19 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.016282181012239046 -0.016600333174221785 -0.017866627087027243 0.0034823727548269801 -0.013665130441418601 0.018345385091526487 -0.00030946622103706126 0.0084444021387112753 -0.02343403623065549 -0.013721942567989623 0.0089713220120997972 -0.0077510874098870265 -0.0114758175095197 0.00879604561470659 0.012229861271385211 -0.010710448960902706 -0.010254059659906202 0.017804363776751174 0.0033678150692843557 0.0090360014979509826 -0.01917274144562435 -0.017083477338948411 0.0057095063231761166 -0.019917749052580546 0.013967556744085249 0.014822279438642724 -0.018442319257024452 -0.016189883130112669 0.0084054285748986837 -0.013972745766540368 -0.0041396126760300375
leaf_weight=0.89494210854172607 11.062919063493608 8.2879401817917806 243.90583270788193 5.3978848587721577 4.1852992475032833 6.2683077137917271 22.378237009048465 3.753013724461197 6.5596909448504439 21.278140420094132 9.2201120220124704 4.4244569521397343 9.4265367072075517 6.46700377203525 14.345578009262679 3.4504677709192038 8.807607011869548 12.623029038310049 6.2396287135779884 4.0202887114137402 3.3853287752717725 4.0592666380107403 8.3700697682797891 1.0462780222296704 2.9204366318881503 2.9090011920779943 12.491290679201482 8.8606942035257799 3.7168633267283431 21.625759439542893
leaf_count=3 649 222 1056 69 14 111 86 55 92 102 71 62 35 31 110 38 43 53 26 79 31 20 196 6 16 58 366 35 32 267
internal_value=0.000618256 0.00102242 0.00217641 -0.00138418 -0.00209015 -0.000382311 0.000155808 -0.00207655 -0.00103843 0.00120043 0.00361335 0.00604702 0.00298122 -0.00080209 -0.0045311 0.0044073 0.00805396 -0.00441092 -0.00657984 -0.00345675 0.00517436 -0.00465529 -0.00982099 -0.0161527 -0.011223 -0.00177739 -0.0140189 0.00592525 0.00179233 -0.00118932
internal_weight=482.382 471.319 318.564 152.755 74.6578 138.638 133.24 80.9651 77.2121 61.5274 52.275 43.0549 54.9677 33.6896 24.263 9.91747 38.6304 57.8949 45.2719 31.8857 29.8228 7.4446 15.6847 9.41635 14.1174 5.82944 13.3862 16.7629 12.5776 27.8654
internal_count=4034 3385 1931 1454 875 1158 1089 776 721 408 313 242 316 214 179 69 180 794 741 372 137 51 313 202 296 74 369 81 67 293
is_linear=0
shrinkage=0.0160694


Tree=93
num_leaves=31
num_cat=0
split_feature=1 4 0 1 1 0 4 4 0 2 2 2 2 3 3 2 2 0 3 1 4 2 3 1 3 3 4 4 0 4
split_gain=11.723 4.55907 6.33916 4.59802 6.42239 6.06065 4.83282 5.82964 4.18636 3.70574 8.3504 3.69915 4.03613 3.40443 3.28767 6.87508 5.35409 5.96756 6.69019 6.38124 5.40241 5.6491 4.97381 3.08635 3.06805 2.93022 2.77732 3.0542 5.11715 3.8465
threshold=83.740093847200015 42.779078631750004 76.451683855550016 64.407391431150018 65.29995953045001 88.606203063300015 42.67709657435001 42.198888176300009 100.15850764985002 0.20949500000000004 0.22598000000000004 -0.070909999999999987 -0.053159999999999992 0.093580000000000024 0.09091500000000001 -0.23783499999999999 -0.10290999999999999 86.329079026800017 0.084565000000000015 71.787208999250012 44.421469061800003 -0.16276499999999997 0.076130000000000017 62.079186690200011 0.092505000000000018 0.10507500000000002 42.599563320500003 41.975471476700008 104.06483731340002 41.218101594450012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 5 24 6 7 -4 11 -2 -11 14 -13 -9 15 -3 20 -18 -19 23 -17 22 -22 -20 -5 -1 27 28 29 -6
right_child=9 8 3 4 26 -7 -8 13 -10 10 -12 12 -14 -15 -16 16 17 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.017325950204100635 -0.016824395987387386 -0.017705514880873376 0.0033287237192070004 -0.03106482802723641 0.0016776590829676971 0.015041146039057327 0.012176830378228497 -0.00082407019394046481 -0.013815550080749703 0.053415307927407132 -0.016546207634025718 -0.031336668275342754 -0.0052813290697903857 -0.017189135802943678 0.0071488686020680509 0.013858032328552497 -0.021089808018656828 0.012076731559480847 -0.0020705380961625699 0.011121248752890956 -0.0016701753675135195 -0.017876438912990834 0.017131174364291245 -0.025223615215546506 -0.0059827868540710356 0.01800865354599291 -0.012615046501867082 0.0065703254809302732 -0.017225980897513898 -0.0064737891270596672
leaf_weight=5.7799707967787972 12.209681019186972 5.7282597590237847 127.97516648471355 2.2398777958005658 139.29037614166737 11.5347967967391 13.564927928149698 7.4590379223227483 7.0334726311266413 0.63898685202002425 1.2746041398495433 1.6458059195429111 15.012471498921512 5.5168760232627392 14.415933500975369 10.503198754042385 4.846801031380898 5.9665397498756638 2.1202255412936193 2.6905873045325279 12.139475412666799 3.6521077007055309 4.9382110461592665 4.4530413970351219 2.6632796879857779 0.65149939060211171 3.7320526279509059 22.697132647037506 4.0158286467194548 16.11252298951149
leaf_count=268 693 185 543 30 777 51 74 45 176 2 62 21 193 48 68 44 76 25 8 8 62 122 16 54 19 2 31 110 103 118
internal_value=0.000552109 0.000988813 0.00179501 0.00207516 0.000402244 0.00399692 0.00317245 0.00230588 -0.00208897 -0.0136214 0.00681536 -0.00115291 -0.00785555 -0.00778189 0.000409691 -0.00129357 0.000538653 -0.00582506 -0.00096733 -0.00936858 0.00462938 -4.65214e-05 0.00376645 -0.0177555 -0.0174409 -0.0137466 0.000872991 0.0011494 0.000377597 0.000832499
internal_weight=472.503 458.379 363.233 356.802 190.751 166.051 154.516 140.951 95.1461 14.1233 1.91359 88.1127 16.6583 12.9759 71.4544 57.0384 51.3102 20.0772 15.2304 9.26385 31.233 20.7298 17.0777 6.57327 4.90316 6.43147 185.848 182.116 159.419 155.403
internal_count=4034 3277 2219 1949 1188 761 710 636 1058 757 64 882 214 93 668 600 415 171 95 70 244 200 78 62 49 270 1139 1108 998 895
is_linear=0
shrinkage=0.0157948


Tree=94
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 3 0 4 2 0 1 0 4 1 2 2 2 0 4 4 0 0 0 4 1 0 0 2 1 4
split_gain=10.4174 4.11319 12.4631 8.07978 8.03903 7.79054 8.2377 5.39258 5.47723 6.57642 5.38019 7.54034 8.98371 5.25958 5.10353 10.5623 5.06711 4.98371 4.87958 4.78792 3.48084 3.28152 3.12983 6.95712 4.80761 4.15837 4.7875 4.68869 4.05272 6.87186
threshold=107.57327517365 -0.079634999999999997 -0.077085000000000001 84.226704768850013 -0.08262499999999999 -0.23921499999999998 102.21786657775002 42.779078631750004 -0.06828999999999999 85.925810307250018 63.705703859100005 86.329079026800017 39.458743938000005 65.536543845950021 -0.018034999999999999 -0.053159999999999992 -0.086139999999999994 90.407470010750018 48.86568841230001 41.827117825850003 86.89903215050002 67.840552463750015 93.399723909900004 38.400997490450003 66.351146659450009 94.047642319350018 94.773526014550015 -0.0034049999999999996 71.397382570300024 40.844669808050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 21 5 18 -7 8 9 -5 11 12 -10 -11 15 -14 -8 -9 -1 -17 -6 -4 23 -12 -25 27 -27 -24 -28 -30
right_child=-2 2 3 7 20 6 16 17 10 13 22 -13 14 -15 -16 19 -18 -19 -20 -21 -22 -23 25 24 -26 26 28 -29 29 -31
leaf_value=-0.016423906209867042 -0.016338700802111542 0.01527622525310246 0.013697971333245748 0.011973537028784301 -0.0043217765641169401 0.0016378729285856247 -0.019034478046559708 -0.019001223890239019 0.015179966277008693 -0.021497912022831116 0.0071342087659505326 0.012901331587654741 0.0036389384350326861 -0.0026491313381008562 0.0045112718414799169 -0.04136074925167349 0.01521009785850169 -0.00039944528658207638 0.0031916626423511684 -0.01149376720741371 -0.019882172322872246 -0.013668352075272262 0.018337163999427652 -0.029049570455940567 -0.0059164220451725378 -0.018693261278822981 0.015177473754763578 0.00030873057048234898 -0.0041249266528489191 0.0085857480592867515
leaf_weight=11.028527256101368 9.106524136848746 17.514814469963312 1.2275599297136057 4.6408017203211811 7.2999716158956272 195.60275184176862 7.545214831829071 5.4710608134046224 9.0394803471863288 5.8858898282051113 8.5077138654887694 32.324938803911209 5.941412381827833 10.297549471259115 10.09635381400585 2.8309300020337105 1.2783146426081637 10.908445648849009 4.5244620796293011 2.6095179840922356 7.2478793635964394 11.428390715271233 8.4593009203672391 3.0081139504909506 9.2968326155096275 2.9340071007609358 5.4397516399621955 6.4184149280190459 28.600379047915339 17.250602457672358
leaf_count=193 649 96 22 14 47 1427 209 66 25 38 35 116 23 68 42 20 12 109 23 21 69 204 21 22 63 37 15 29 241 78
internal_value=0.000505145 0.000842516 0.00240403 0.00129132 -0.000623155 0.000134129 0.000959742 0.00211115 0.00293435 -0.00471792 0.00397753 0.00754804 0.00187774 -0.0095044 -0.00372074 -0.011023 -0.0140733 -0.00661279 -0.0107176 -0.027035 -0.0120741 -0.011014 0.00148205 -0.00392514 -0.0115716 0.00311062 0.00106686 0.0105595 0.00219721 0.000657235
internal_weight=463.766 454.659 220.132 202.617 234.527 219.979 204.426 189.961 173.582 20.8242 152.758 62.8426 30.5177 16.1834 21.4782 11.3819 8.82353 16.3795 15.553 5.44045 14.5479 12.656 89.9151 20.8127 12.3049 69.1025 54.2247 14.8777 51.2907 45.851
internal_count=4034 3385 1405 1309 1980 1864 1648 1083 908 120 788 247 131 106 106 64 221 175 216 41 116 226 541 120 85 421 371 50 334 319
is_linear=0
shrinkage=0.0159054


Tree=95
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 4 0 1 3 1 1 4 2 2 2 4 1 3 3 4 4 3 3 3 0 2 4 0 4 1
split_gain=9.34335 3.64495 7.60574 6.02821 5.13068 4.68421 3.54796 7.03691 4.73111 4.97259 6.96541 4.20786 5.85725 8.43787 4.8394 7.19133 5.58354 4.21314 5.99382 4.10472 3.88699 6.62044 5.23393 5.79734 5.80374 4.20919 4.25395 4.01126 5.8039 3.5255
threshold=107.57327517365 66.590419433100024 90.297243227400017 89.953120586650016 85.995710218650018 43.680097826700013 91.937202686950016 67.300172379550006 0.12535000000000004 68.20618276945001 68.910558799650019 39.952536079750011 -0.073609999999999995 -0.090495000000000006 0.070580000000000018 38.334060527150008 75.077881750900005 0.090735000000000024 0.09450500000000002 35.050303764500008 40.003678352300007 0.078905000000000017 0.09091500000000001 0.096515000000000031 94.300357383600002 -0.59502499999999992 41.289992964000007 96.039789794050009 41.436838994450007 81.011308844800013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -3 9 -8 -11 12 13 17 16 -16 -14 -12 -19 -20 -13 -22 27 24 -24 -25 -27 28 -23 -18
right_child=-2 5 -4 -5 -6 -7 8 -9 -10 10 11 20 14 -15 15 -17 29 18 19 -21 21 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010579702260506611 -0.016435784300720051 0.00079908058951576495 0.012661416962934376 -0.02186020333666255 0.0037608564277574405 -0.0077557957843422919 -0.019371751490661338 -0.025709862017824176 -0.016346858232612609 0.016738495855268341 -0.012798127794899425 0.020181892161985775 0.010234798226909368 -0.024005628366913553 0.0013691279355327064 -0.024632563324274302 -0.015053662206356112 0.010854072034751411 0.0095904553743487771 -0.017389569380759355 -0.015004997446798842 0.013896578981129859 0.015169999754653647 0.018511424601609466 -0.014036038542640508 0.0066027869717353079 -0.01346577539423827 0.0095847485373877599 -0.015619736416872147 0.0067898476225246853
leaf_weight=102.36399029102176 8.2600091407075507 7.1938332170248014 16.312791801989079 2.8487073257565489 127.8763611279428 22.362936312332749 3.0063482001423827 4.014654079452157 4.1182686462998381 7.3164870068430892 7.6909723458811632 3.3283325657248488 19.496076717972766 6.3439922835677853 9.4664925914257747 3.8501293417066327 4.5021152794361106 8.4044448137283307 2.0714330077171317 4.8442709892988205 5.1988818179815999 2.8872726112604132 2.0813322737813023 4.3089320361614254 11.023041930049656 8.4021938145160657 4.0173066165298215 35.204206351190805 4.2191060483455658 3.291077695786953
leaf_count=1020 649 42 64 20 566 494 17 50 57 17 109 7 69 75 77 40 44 35 10 51 68 12 13 10 100 40 37 158 59 24
internal_value=0.000469648 0.00078131 0.00207254 0.00133148 0.00161842 -0.00083986 3.74913e-05 -0.00869589 0.00063049 0.00106488 0.00145387 0.000711463 -0.00216749 -0.00762637 0.00177889 -0.00614853 0.00564731 -0.00311073 0.00175251 -0.00930835 0.00320821 0.00247777 0.00373763 -0.00140784 -0.00939732 0.0048508 0.000111256 0.00736566 -0.00362746 -0.00582911
internal_weight=456.306 448.046 249.402 233.089 230.24 198.644 176.281 11.2085 165.073 160.954 157.948 150.632 69.961 29.3551 40.6059 13.3166 27.2893 23.0111 15.3201 6.9157 80.6706 77.3423 72.1434 29.8328 13.1044 16.7284 12.4195 42.3106 7.10638 7.79319
internal_count=4034 3385 1670 1606 1586 1715 1221 92 1129 1072 1055 1038 534 280 254 117 137 205 96 61 504 497 429 200 113 87 77 229 71 68
is_linear=0
shrinkage=0.016041


Tree=96
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 2 2 3 0 0 1 4 1 1 0 3 1 4 0 2 0 3 0 3 1 3 4 4 3 1
split_gain=8.42621 3.43624 5.33034 3.30351 3.63051 10.3326 6.84522 6.46665 5.62718 5.17612 5.22188 5.0324 4.84281 4.34683 4.37132 4.80664 4.25046 4.18693 3.81691 5.04085 3.37288 3.2201 6.16171 4.14432 4.2746 3.1978 3.52454 5.06537 5.98724 4.03534
threshold=83.740093847200015 0.20949500000000004 0.22598000000000004 0.36215000000000008 -0.079634999999999997 -0.077085000000000001 -0.08262499999999999 -0.23921499999999998 84.226704768850013 102.21786657775002 82.457699319000014 41.257403903850005 83.116371560950014 69.873026810350026 95.117648655250022 0.090735000000000024 63.705703859100005 48.86568841230001 87.278104746850019 0.066710000000000019 87.009258933850006 0.083365000000000022 97.752337623100019 1.0000000180025095e-35 62.046925192600007 -0.15572 38.121007182500009 41.319407281650008 0.07772500000000003 62.041548276350007
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -7 12 -11 16 13 20 15 -15 18 -1 19 -10 25 23 -23 24 -13 -9 -27 -28 -29 -30
right_child=1 2 -4 -5 5 8 -8 9 11 10 -12 21 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.015213119779265927 -0.016897977414058754 0.039435646416133688 -0.016549549266130156 -0.014381953181817963 0.014630647391792101 -0.0093325615454197784 -0.011235154756928005 0.01503287744212021 0.0015230744984481425 -0.020161614458812802 0.014738619818849216 0.0042562004106435347 0.017685063110575685 -0.019447480916812261 -0.0001944707462818747 7.9653228277452328e-06 0.001780643734247596 0.0031181099124087536 0.017419426824559162 0.015202592507921813 0.0059853799865015747 -0.0020264801068340722 -0.02183582608709693 0.0089731013198660267 -0.024505554538384305 0.0090553848032670445 -0.009135488082452934 -0.012885856031224694 0.0072700647939943908 -0.0028693705563572884
leaf_weight=10.684273770079015 9.5639114929363114 0.75095991045236488 1.0125046260654924 3.6142639238387337 16.22303387708962 11.644162520766256 14.085725089535115 3.7413076404481975 23.003115970641375 5.212886342778801 1.3732957970350979 3.1391707882285145 4.559732347726821 7.116784527897833 46.262033825740218 5.8793092332780361 78.386788040399551 4.4851117003709069 8.7588115036487562 9.7136975750327093 49.465426009148359 36.341970471665263 4.4708153344690791 12.428698397241531 2.2484609838575125 9.4032585471868639 16.04875274002552 6.6313107395544639 26.013118075206876 16.117395006120205
leaf_count=200 693 2 62 54 96 217 114 16 88 117 20 12 11 207 335 48 452 21 41 29 202 240 54 62 37 108 142 94 122 138
internal_value=0.000426448 -0.0131321 0.00729138 0.000777855 0.000904266 0.00243295 -0.000484923 0.000226012 0.0013922 0.000994291 -0.0128845 0.00209184 0.00147227 0.00107627 -0.00248663 -0.010646 0.00396172 -0.00979315 0.00808384 0.00558456 0.00273323 -0.00173097 -0.00419648 0.00391692 -0.00774716 0.000669612 -5.44764e-05 -0.00137621 0.00117756 0.00339114
internal_weight=448.38 11.3274 1.76346 437.053 433.438 206.359 227.08 212.994 190.136 197.825 6.58618 178.492 191.238 186.679 59.2581 12.9961 119.862 15.1694 41.4756 32.7168 127.421 58.6291 40.8128 17.8163 5.38763 77.9551 74.2138 64.8106 48.7618 42.1305
internal_count=4034 757 64 3277 3223 1328 1895 1781 1232 1560 137 1015 1423 1412 590 255 610 221 158 117 822 405 294 111 49 620 604 496 354 260
is_linear=0
shrinkage=0.0159228


Tree=97
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 4 4 0 2 0 4 4 2 2 2 4 2 2 0 0 3 0 0 2 3 3 2 2 1 4
split_gain=17.6155 7.4098 9.41864 7.71134 6.24002 5.46627 5.34549 13.7648 7.83933 5.43292 5.85617 6.16134 4.53178 6.61652 4.49244 5.83655 4.54883 6.8191 4.19153 9.54822 5.62404 4.81132 6.3787 5.52024 4.41334 5.3381 4.33277 4.47951 3.59679 10.8262
threshold=102.89804648475001 76.451683855550016 66.590419433100024 90.297243227400017 43.680097826700013 44.952171034750002 41.942745071500006 86.329079026800017 -0.097294999999999993 86.89903215050002 43.272784938550004 42.719328117250008 -0.23349 -0.23375499999999999 -0.16276499999999997 47.709122305950011 0.04932000000000001 0.096390000000000017 91.937202686950016 90.767723400200012 0.12535000000000004 93.953546284800012 96.163458868000006 -0.117885 0.084565000000000015 0.10371000000000001 0.22598000000000004 0.059320000000000012 64.407391431150018 37.828051409500013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 18 -1 28 8 -8 -9 11 -11 13 -7 15 -6 -16 -18 19 -4 21 -20 23 -23 -25 -26 27 -24 -3 -30
right_child=-2 2 4 -5 14 12 7 9 -10 10 -12 -13 -14 -15 16 -17 17 -19 20 -21 -22 22 26 24 25 -27 -28 -29 29 -31
leaf_value=-0.0054627011878326508 -0.0039984529213663031 0.0021572461027437144 0.0011860658680176339 0.005003475460433152 -0.0049753670864497264 0.0019457980321180468 0.00036553177341191393 0.0039813238226293155 -0.0048180378239983902 0.00076859870271473536 0.0048323476275623691 -0.0073637215570802137 0.0042037851363263389 -0.0088145707559791273 -0.0067584662017879382 0.0041392602978574727 0.0066958351352125458 -0.0065990143160285083 0.0027148630695353693 -0.0090932587900620747 -0.00585617273690378 0.0031359758079780205 0.0005676276551269719 0.00050685992040305251 -0.0061685366456319122 0.0014968265599115873 -0.0035322761403779558 0.0036671818410448143 0.0021994708620181051 -0.0078230118716033185
leaf_weight=10.981790384277703 28.696493364870548 138.98030545935035 7.2998320329934341 19.157779924571514 3.96691792458296 4.2930991984903812 17.624639894813299 25.13159342110157 20.960306156426668 8.4953856468200701 5.5890265330672255 4.7758951783180228 5.1446345001459104 3.3295992761850357 10.82924000546336 5.5045250672847033 2.4465280622243872 2.6237215809524059 30.195897942408919 4.9939562138170004 4.4743489772081366 5.5738729685544994 71.453140269964933 7.7175803892314461 14.971978336572649 3.7224926948547354 6.7294242344796649 19.469897277653217 12.701663929969074 4.9015723504126063
leaf_count=354 960 532 42 64 76 26 136 103 229 34 17 31 28 27 246 30 5 56 109 50 50 27 352 46 166 23 60 66 49 40
internal_value=0.000362344 0.000620875 0.000781869 0.00150645 -0.000144849 -0.00249941 0.00122632 4.70002e-05 -0.00245031 0.00223737 -8.6462e-05 -0.00215795 4.94585e-05 -0.00275434 -0.00280138 0.000321787 -0.00466188 -0.000183902 0.000236793 -0.00298958 0.000478194 0.000655516 0.000175845 -0.0020444 -0.00313764 -0.00464219 0.000903083 0.00123135 0.00184826 -0.000591262
internal_weight=512.737 484.041 460.292 258.318 201.973 23.7491 239.16 82.5768 38.5849 43.9919 18.8603 13.2713 12.7673 7.6227 25.3709 9.47144 15.8995 5.07025 176.602 12.2938 164.309 159.834 129.638 31.9859 26.4121 18.6945 97.6525 90.923 156.584 17.6032
internal_count=4034 3074 2639 1235 1404 435 1171 550 365 185 82 65 81 53 413 106 307 61 991 92 899 849 740 262 235 189 478 418 621 89
is_linear=0
shrinkage=0.00572848


Tree=98
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 3 3 4 2 4 0 4 3 2 4 4 2 1 4 3 0 4 3 1 4 3 4 0
split_gain=14.3915 5.8118 8.53546 6.67982 6.31633 8.04831 6.10443 6.10266 5.39205 4.50841 5.05695 5.02033 4.82151 4.61155 5.27885 8.55439 5.89351 4.14504 4.52183 4.50279 4.35314 4.1333 4.48202 4.65831 4.00722 4.22904 3.59642 4.42483 3.20828 4.93393
threshold=83.740093847200015 70.206395618550019 85.705356740550016 96.039789794050009 71.096275259700022 70.776348742200014 95.262825394300009 -0.10747999999999999 0.10184000000000003 43.940903692500008 -0.51146999999999998 40.750688432250008 103.33357670195001 40.890797847750008 0.08883000000000002 -0.59502499999999992 41.243661560350013 48.226196960950006 -0.14138499999999998 62.052302108850007 41.898943182100005 0.09914000000000002 98.674478761850011 37.828051409500013 0.076615000000000016 72.187789260650007 35.171584490050009 0.11531000000000002 38.244973486750006 97.752337623100019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 -3 -5 17 11 -11 12 21 -13 -15 -16 -17 18 -1 20 -20 28 -23 -24 25 -6 -10 -28 29 -9
right_child=-2 3 -4 7 24 -7 -8 9 26 10 -12 13 -14 14 15 16 -18 -19 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0051558830809646404 -0.0052445212602625678 -0.0066969878602974953 0.0014590620510677103 -0.0067533622207056688 0.0046189412656571019 0.0056760680337656182 0.0061571168424930196 0.0027085799570890929 0.0067076540533410898 0.0048487590431009154 -0.0066522256780158235 0.0061274245100183013 -0.0065817179177698635 0.0030391040260534853 0.0050280404910148591 0.0018844622096831965 -0.0063943370949573457 0.001339700841275126 0.0013433093494788781 -0.0070212894947443896 -0.0032241425122164413 -0.0086447075581863007 0.0030994952572216124 -0.0047118349649337161 -0.0068939852844753027 -0.0066500816903132479 0.002832855627769798 -0.0046243424774212501 0.0020062520716549164 -0.0055188247915665149
leaf_weight=14.018720444291828 15.409447713755069 5.5907598566263932 249.92335387319326 4.21152514591813 2.4938389435410526 5.3343736939132214 1.6314793005585668 4.5032914727926237 4.3848841190338161 1.6970843635499475 5.6840262673795214 7.9386540651321402 4.1274161841720334 25.075533248484135 5.5501558706164369 4.4184733033180246 8.7809329424053413 13.182030186057089 18.349804161116484 4.0200098305940619 11.669101662933825 3.3462236747145644 5.136681351810692 5.3050032146275043 12.792584110051392 2.0944543369114399 8.9959809556603414 3.8987890854477874 27.817735601216555 5.577821210026741
leaf_count=369 757 98 1056 99 15 19 5 21 14 10 159 22 85 105 15 19 74 53 107 79 186 29 27 50 266 62 35 32 112 54
internal_value=0.00031673 0.000496179 0.000930765 -0.000461091 -0.00293007 0.000229538 -0.00379329 0.000159156 -0.000750779 0.000412396 -0.00400789 0.00071568 -0.00050066 0.0020272 0.00128446 -0.00106218 -0.00362303 -0.00156464 -0.00236129 -0.00121035 -0.000432174 -1.50601e-05 -0.00275621 -0.00086913 -0.0052127 -0.000525118 0.00213356 0.00057814 0.000982191 -0.0018436
internal_weight=492.96 477.551 328.443 149.108 29.9375 12.5566 7.22224 119.171 78.5193 114.959 7.38111 107.578 55.8142 51.7637 43.8251 18.7496 13.1994 61.2397 48.0576 34.0389 30.0189 51.6868 13.7879 10.4417 17.3809 4.58829 17.2797 12.8948 37.8988 10.0811
internal_count=4034 3277 1931 1346 465 122 103 881 875 782 169 613 378 235 213 108 93 794 741 372 293 293 106 77 343 77 81 67 187 75
is_linear=0
shrinkage=0.00584668


Tree=99
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 4 2 2 4 2 4 4 0 3 0 0 3 0 4 0 1 3 2 1 0 0 3 2 0 3
split_gain=16.9408 6.33083 8.37779 7.54786 5.61634 4.77387 4.75773 6.97158 4.25905 7.30948 6.31317 6.05059 6.47737 4.07151 4.01294 7.46011 4.64394 4.63942 6.17703 5.26858 5.93076 4.15911 3.91695 4.40926 6.08425 4.57697 5.98894 5.15121 3.92665 3.83085
threshold=103.48144189910001 76.451683855550016 66.590419433100024 90.297243227400017 43.680097826700013 44.952171034750002 -0.23349 -0.23375499999999999 42.719328117250008 -0.018034999999999999 42.67709657435001 41.942745071500006 86.329079026800017 0.087905000000000025 91.937202686950016 90.767723400200012 0.12535000000000004 93.953546284800012 38.244973486750006 94.940210418650011 71.397382570300024 0.092835000000000015 0.22598000000000004 75.408562100950022 96.959242474650011 96.682331287150021 0.10335500000000002 -0.117885 94.625660817400004 0.085820000000000021
decision_type=2 2 2 2 2 2 2 2 2 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 14 -1 7 -7 10 29 11 -3 -13 -6 15 -4 17 -16 19 -19 -21 -22 23 24 25 26 27 -20 -29 -10
right_child=-2 2 4 -5 13 6 -8 -9 9 -11 -12 12 -14 -15 16 -17 -18 18 22 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0047186947210132585 -0.0038727570189521251 0.0014559512174408386 0.00056962160207968426 0.0043326998677192287 -0.0038511706876504328 0.0017569242537552585 0.0037237737153483878 -0.0080488885809853333 -0.0017004450268523655 -0.0075219516008378402 0.0049003066825110296 -0.004217071921343944 0.0010276146397441952 0.00076354531599232217 0.0022472905416237058 -0.0075392714643299332 -0.0048748460318583488 -0.0073322485245952036 0.0035408407551796935 0.0032698720348357797 -0.0063379094644152182 -0.00092294775568785693 -0.0039861434060923621 0.0018012376181947493 -0.0041330534677502416 0.0037601229272748548 0.0055917033964181422 -0.0068986591113425182 -0.0013289595907555187 0.0014230790274992
leaf_weight=10.241510016843678 24.369210569187999 155.06317093782127 7.4358409568667394 18.945363357663155 16.780834455043081 4.2449851371347904 5.1935384310781938 3.4035601019859314 17.058993965387344 3.4790693391114464 12.025528728961943 10.850091710686685 14.118376336991785 7.0839713066816321 31.863328475505114 4.9062041398137808 4.2973029837012282 4.2243651039898422 4.2305451557040206 5.920894771814349 5.4480048082768944 11.488460704684256 4.5533409006893626 55.906973794102669 8.8916691541671735 8.8771184682846052 3.6056035198271266 4.4134973138570883 13.045654773712156 25.554240880534053
leaf_count=354 920 621 42 64 376 26 28 27 169 44 58 103 52 46 109 50 53 39 19 22 73 76 46 235 54 25 11 62 106 124
internal_value=0.00027959 0.000489026 0.000619903 0.00123191 -0.000155297 -0.00211942 -4.65031e-05 -0.00260661 0.000985239 -0.000408128 0.00131964 0.00108046 -0.00125147 -0.00248135 0.000154631 -0.00265382 0.000362478 0.000501005 7.49723e-05 -0.00209535 -0.0011275 -0.0026648 0.000642724 0.000855683 -0.000371862 0.000606801 -0.000499824 -0.00151245 -0.00273692 0.000172665
internal_weight=507.521 483.152 460.068 257.095 202.974 23.0836 12.8421 7.64855 238.149 46.0923 192.057 180.032 24.9685 23.8648 179.109 12.342 166.767 162.469 130.606 27.0817 22.8574 16.9365 103.524 98.9711 43.0641 34.1724 25.2953 21.6897 17.4592 42.6132
internal_count=4034 3114 2679 1235 1444 435 81 53 1171 337 834 776 155 422 1022 92 930 877 768 210 171 149 558 512 277 223 198 187 168 293
is_linear=0
shrinkage=0.00510427


Tree=100
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 4 4 2 4 2 2 0 0 3 1 1 4 2 4 2 4 4 0 1 3 3 4 2 3 2
split_gain=8.83888 3.44052 4.43621 5.99632 4.42722 4.77909 3.76067 3.30609 4.54965 4.1651 5.13899 3.10338 6.91908 4.04976 4.12017 5.98663 3.79216 5.50128 4.59818 3.54141 4.00706 5.3989 3.81074 5.93895 5.23677 6.9033 5.43808 4.73111 4.34321 3.91951
threshold=83.740093847200015 76.451683855550016 66.590419433100024 90.297243227400017 71.332859575200004 44.952171034750002 43.680097826700013 -0.16276499999999997 47.709122305950011 0.04932000000000001 0.096390000000000017 91.937202686950016 90.767723400200012 0.12535000000000004 68.20618276945001 68.910558799650019 38.748048509250005 -0.054619999999999995 35.050303764500008 0.22598000000000004 39.184300550350009 39.792680591700012 94.203572890950014 70.727956495850009 0.090735000000000024 0.096515000000000031 42.434124620650003 -0.58559499999999998 0.085495000000000029 -0.054619999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 11 8 -8 -9 -11 12 -4 14 -13 -16 17 18 -17 20 -18 -22 -23 -24 26 29 28 -27 -25 -26
right_child=-2 2 6 -5 -6 -7 7 9 -10 10 -12 13 -14 -15 15 16 19 -19 -20 -21 21 22 23 24 25 27 -28 -29 -30 -31
leaf_value=-0.017420075654186122 -0.013903913459317538 0.0020625576562349089 0.0023302030603296786 0.012722303454711956 -0.016537620955611523 0.0058659714539501858 -0.014237887447540723 -0.019279246082618759 0.010599852354360038 0.017580149441504361 -0.018638489134966425 -0.017786554339911546 -0.024528102365152245 -0.0158193375533137 0.016708402863330467 0.0034071531872742512 0.012697621088490006 0.0020187827473706274 -0.015196926672060825 -0.012206367235644158 -0.0083804092542727384 0.015895732460563517 -0.019059492938187379 0.0036584495477126823 -0.020929800491082652 0.020435285348686064 -0.0026351348275933987 -0.0011326404240553961 0.016256625920451878 0.00062053331095378371
leaf_weight=3.2770819803699878 11.442345215007661 214.72902712784708 6.7028407063335163 15.688457831740378 6.9763533826917401 9.5806585792452079 3.3707914510741848 8.5448629353195411 5.1879757158458233 2.3302937597036353 2.0316416155546904 3.1009152457118025 4.4029979771003127 3.9692342393100253 6.9301156550645819 5.0628387015312937 11.008568011224268 23.404185086488724 13.483005287125705 4.2961126025766125 11.898925581946967 6.4699841253459445 3.3564859665930262 13.398379050195219 6.4045381918549538 3.9541350603103629 11.471230063587425 9.8052166402339918 17.463429141789675 3.6827838551253098
leaf_count=173 757 1171 42 64 214 48 77 282 38 5 57 17 50 55 17 37 43 141 165 53 88 21 62 70 67 9 81 61 53 16
internal_value=0.00053962 0.000913544 0.00123186 0.00278835 -0.0058616 -6.89971e-05 -0.000638674 -0.00720407 0.000817738 -0.0125235 0.000710736 0.000189031 -0.00831799 0.000782632 0.00120725 0.00159451 0.000872954 -0.0033469 -0.0101182 0.00258813 0.0032307 0.00204513 0.00367727 0.00254041 0.00363591 -0.00260256 0.0071501 0.00506551 0.0107872 -0.013062
internal_weight=453.425 441.983 422.149 230.417 19.8341 12.8577 191.731 21.4656 8.55877 12.9068 4.36194 170.266 11.1058 159.16 155.191 152.09 145.16 41.95 18.5458 103.21 98.9137 87.9051 76.0062 69.5362 66.1797 23.8467 42.333 13.7594 30.8618 10.0873
internal_count=4034 3277 2842 1235 435 221 1607 459 115 344 62 1148 92 1056 1001 984 967 343 202 624 571 528 440 419 357 153 204 70 123 83
is_linear=0
shrinkage=0.0166449


Tree=101
num_leaves=31
num_cat=0
split_feature=0 4 4 0 0 1 1 4 3 0 4 3 3 2 2 4 3 3 3 0 2 3 3 4 2 2 2 1 0 3
split_gain=8.0648 3.61316 3.59992 4.03414 3.75084 3.44631 5.06756 5.42432 5.22961 5.05997 4.15873 6.97164 4.51182 4.11301 3.91135 5.47798 3.03578 5.50118 4.20492 4.70118 5.57067 3.77766 4.7722 4.6056 3.49119 3.66544 6.66387 3.86191 3.41821 4.97891
threshold=107.57327517365 32.051492741500006 42.719328117250008 75.462331263550013 102.03236296680001 63.705703859100005 62.111448187750007 39.577821550850011 0.087795000000000026 87.009258933850006 41.872294782850005 0.091290000000000024 0.093580000000000024 -0.082334999999999992 -0.037054999999999998 41.243661560350013 1.0000000180025095e-35 -0.15572 0.08092000000000002 85.791387400750025 -0.55354000000000003 -0.25095999999999996 -0.55648999999999993 48.226196960950006 -0.083064999999999986 -0.087234999999999993 -0.095854999999999996 62.132955852800002 96.039789794050009 0.092260000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 16 6 7 -5 14 -7 11 13 -12 -10 15 -9 17 21 -18 20 -20 22 -4 -23 25 26 27 -21 29 -29
right_child=-2 2 4 5 -6 9 -8 8 10 -11 12 -13 -14 -15 -16 -17 18 -19 19 24 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.013720319700934767 -0.017551551933147534 -0.017697916686376703 0.0030501206716437861 0.00888324888045448 -0.018693319140798859 -0.018915106480259555 0.0089944268394924805 -0.011923700196788319 -0.0042429405732157723 0.00082903899872906032 -0.0024242127397011066 0.0018732809738244247 -0.024411271607052667 -0.033112241255980376 0.01404857780330197 0.0074810132003988944 0.0083602757896076019 -0.021835636687387885 0.016075243856250507 0.016693240138811103 -0.019471545713857352 -0.0084964683214176547 -0.026175591627592393 0.018890652752709233 -0.0063187763150565276 0.015375320570662231 -0.018154106154143416 0.00049179693475803917 0.011810199652714119 -0.030973939384249673
leaf_weight=4.9924966488033524 7.1731870938092461 3.1038680076599112 3.4259565416723499 25.402111925184727 3.8185354508459559 3.9083159510046235 41.708956763148308 6.4456265456974569 2.9705224744975567 183.73151059541851 5.826503995805977 35.86466945707798 5.2141135483980179 2.8519132286310187 10.418105330318211 12.821194231510161 15.165221679024397 5.5084660351276389 1.5770475715398786 5.8642606958746937 7.3942774496972543 3.2218109797686347 3.1728501124307513 4.1325014978647232 15.205381704494362 6.34014818817377 4.490556498989462 6.7479120977222902 4.6685578748583785 1.9001326635479925
leaf_count=111 649 195 31 94 171 56 213 33 20 1195 37 140 55 22 37 51 135 135 4 17 166 65 69 11 129 18 35 99 20 21
internal_value=0.000507756 0.000803587 0.000971086 0.00178807 -0.00202992 0.00196746 0.00391216 0.00194605 -0.000192214 0.000417792 -0.00343766 -0.000955988 -0.012808 -0.0183835 0.0055725 0.000989255 -0.00131349 -0.00730623 0.000368162 -0.00186852 -0.0132229 -0.00157026 -0.0110022 0.00689278 0.000384247 0.00378034 0.000674741 0.00508288 -2.99919e-05 -0.0064218
internal_weight=445.067 437.894 432.901 340.267 92.6336 337.164 149.524 107.815 82.4126 187.64 52.7277 41.6871 11.0406 5.82244 29.6849 19.2668 88.8151 19.4616 69.3535 54.1883 8.97133 13.9531 6.59881 7.35431 45.2169 30.0116 23.6714 19.1809 13.3166 8.64804
internal_count=4034 3385 3274 2148 1126 1953 702 489 395 1251 274 182 92 42 121 84 955 311 644 509 170 176 100 76 339 210 192 157 140 120
is_linear=0
shrinkage=0.0171707


Tree=102
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 2 3 0 4 3 3 2 0 0 0 3 2 2 4 3 2 3 3 2 2 0 4 0 1
split_gain=11.4196 5.65987 7.94911 6.14615 4.24078 6.85929 6.47709 5.33111 5.29235 4.86656 5.04213 4.79794 3.88774 3.87459 3.62163 7.07303 3.33755 3.31035 4.32771 6.18355 3.22652 4.03225 3.09826 5.80491 2.89558 5.48876 4.54026 9.59073 5.66167 6.21104
threshold=107.57327517365 70.206395618550019 85.995710218650018 94.773526014550015 -0.054619999999999995 0.22598000000000004 -0.068964999999999985 0.083495000000000028 96.039789794050009 41.827117825850003 0.09450500000000002 0.096665000000000015 -0.50001499999999999 102.31465107045001 98.142164052000012 101.10215645365001 0.097015000000000032 -0.58994000000000002 -0.23783499999999999 37.038444968100009 0.076615000000000016 -0.074999999999999997 0.090390000000000012 0.092650000000000024 0.18145000000000003 -0.010319999999999999 85.812895065800021 40.636252116050009 85.667718326750006 58.167480110400007
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 6 11 7 20 -9 10 -10 13 -4 14 -6 -16 -7 -1 19 -19 -5 -22 -3 -24 25 26 28 -28 29 -20
right_child=-2 3 12 4 5 16 -8 8 9 -11 -12 -13 -14 -15 15 -17 -18 18 24 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0061880842848665001 -0.0089222047757509474 -0.009638465481501976 -0.0037717966212901886 -0.00072843118064001258 0.0044223565467287696 -0.010505419288907738 -0.012515863145403353 -0.0072617801051076637 0.0020636772836602995 0.0044695434576709761 -0.0044482467887923278 -0.0027817316855791416 0.0024374281220989088 0.0090725829335516171 -0.013078586368309227 0.0040560389007040848 0.00058711522387884063 0.0055379398571832692 0.0027192872479916363 -0.011229218404521339 -0.010789576826517809 0.0070208257254489792 0.0073260608683796552 -0.0099302049346562619 0.0045437761195083921 -0.0073735922956573901 0.0031645042066394077 -0.011757221861354597 0.0044352852604107474 -0.0041112721858504132
leaf_weight=4.9744527302682391 9.6976298969238979 8.2957052979618293 7.8630156368017188 6.3855571663007131 22.167288687080148 4.6944019850343448 3.8184929043054572 6.4405879117548457 19.839663127437234 19.919286763295531 16.228924620896578 9.2277525234967452 203.46532162837684 9.2252900321036559 2.9262213073670855 4.7357498519122601 3.5965937282890081 2.2233526445925218 17.836218287236989 6.4175210082903504 8.2329959720373136 1.0794557780027378 2.8920833058655253 2.9628881122916937 7.8156882841140023 8.9733892632648331 6.0192442312836629 6.9881187006831169 20.988478243350983 22.73162243142724
leaf_count=19 649 222 39 115 85 82 55 92 114 93 133 65 869 46 31 22 23 16 148 157 196 6 16 58 41 166 19 53 86 318
internal_value=0.000384547 0.000576999 0.00123832 -0.000793107 -0.000237445 0.00158718 -0.00149713 -0.000958586 0.0001764 0.00103205 -0.000866338 0.00283742 0.0022064 0.00416511 0.00264737 -0.00248793 -0.00569353 -0.000710684 -0.00105388 -0.00691492 -0.00547224 -0.00872508 -0.00623238 -0.00140641 -0.000499498 -0.000971344 -0.000200864 -0.00485209 0.00078198 -0.00110812
internal_weight=478.663 468.965 316.296 152.669 138.518 56.5733 81.945 78.1265 62.4285 55.9879 36.0686 48.2823 211.328 39.0545 29.8293 7.66197 8.291 104.968 99.9936 8.64087 15.698 9.31245 14.1507 5.85497 91.3528 83.5371 74.5637 13.0074 61.5563 40.5678
internal_count=4034 3385 1931 1454 1158 354 804 749 432 340 247 249 908 184 138 53 105 1023 1004 173 317 202 296 74 831 790 624 72 552 466
is_linear=0
shrinkage=0.00866462


Tree=103
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 3 4 3 4 1 4 1 4 2 3 1 0 4 0 0 0 4 2 1 4 3 3 2 2 2
split_gain=12.7555 5.75693 8.49871 6.15521 5.79376 4.46085 3.91893 4.56998 3.8702 5.7844 3.73161 4.15938 4.08378 3.94679 5.05095 5.13664 5.01969 5.43107 4.74607 3.72959 3.72609 3.58703 4.87062 4.91577 3.88943 3.32478 3.3223 3.22584 5.88247 3.17412
threshold=83.740093847200015 70.171445662850019 85.705356740550016 94.773526014550015 0.10184000000000003 -0.10747999999999999 35.171584490050009 0.11531000000000002 39.110279783550006 71.096275259700022 38.244973486750006 71.397382570300024 42.599563320500003 0.22598000000000004 0.092505000000000018 80.677940036650014 97.225399829550014 40.890797847750008 96.682331287150021 100.27142289135001 94.203572890950014 48.226196960950006 -0.14138499999999998 62.052302108850007 41.898943182100005 0.092835000000000015 0.10791500000000002 0.20949500000000004 0.22598000000000004 -0.59502499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 21 -5 -6 -8 -3 20 11 -7 13 14 18 16 -16 -18 -12 -14 -10 22 29 24 -24 -13 -19 -2 -29 -1
right_child=27 3 -4 5 6 10 7 -9 9 -11 12 25 19 -15 15 -17 17 26 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0069172361179750735 -0.0079754620361588684 -0.01167565740105939 0.0018538117687380571 -0.0065404222894686701 0.0086875869214456565 0.0037009854046886745 0.0035926609091404397 -0.0062897497867391086 0.0072898796865805485 -0.0081772594091429306 -0.0026198313367351515 -0.0092533378448692652 0.00010880927908065595 -0.0054479701903294665 0.0032125898249705347 0.0061731632061238018 -0.0099029113461857696 -0.0042251342393946449 0.0043089956295872056 -0.0063084513727870405 -0.003624686487393303 0.0014778052872087988 0.0017665792174302458 -0.0090706566960541239 -0.0038780290166578967 -0.00212286439546641 0.0052486695795830743 0.018861359280107483 -0.0078037277503800011 -0.0076870064595111016
leaf_weight=0.88973922654986282 12.34544592630118 3.6459484752267626 245.42786243185401 5.6885884990915647 4.6554784178733852 4.7336595095694092 8.7897601053118688 3.7310433015227309 3.4196266606450063 6.3002682570368052 6.3427592329680911 5.1553995944559601 16.002022266387943 4.1899096444249144 6.7467755526304307 5.1011055037379256 6.239250171929597 5.763904042541979 43.370844868943095 7.4198371693491927 3.5874308347702026 12.376719683408735 17.877370050176982 4.1797405630350104 11.060189779847859 12.620952937752007 3.2347107455134392 0.74772198498248954 1.2164870109409092 13.06537966057658
leaf_count=3 693 49 1041 119 14 24 35 32 21 190 45 76 140 44 36 20 53 36 171 167 49 53 107 79 186 105 16 2 62 366
internal_value=0.000400271 0.000611414 0.00117472 -0.000601545 -0.00100039 -5.88682e-05 0.00282693 0.000647826 -0.0048464 -0.00297532 0.000231634 -0.00253123 0.000827281 0.00162298 0.00200875 -0.000590624 -0.00216003 -0.00453883 0.00342497 -0.00192412 0.00170191 -0.0021062 -0.00304854 -0.00148632 -0.00039084 -0.0041908 -0.000819608 -0.00655856 0.00234696 -0.00675588
internal_weight=485.926 471.616 322.053 149.563 76.6254 132.61 17.1763 12.5208 16.9533 13.3073 126.921 22.51 104.411 80.9893 76.7994 27.0857 21.9846 15.2379 49.7136 23.4219 7.00706 59.4491 47.0724 33.1173 28.9376 17.7764 8.99861 14.3097 1.96421 13.9551
internal_count=4034 3277 1916 1361 875 1052 81 67 309 260 933 205 728 421 377 161 141 105 216 307 70 794 741 372 293 181 52 757 64 369
is_linear=0
shrinkage=0.00748158


Tree=104
num_leaves=31
num_cat=0
split_feature=0 4 0 0 0 4 0 4 1 3 2 2 4 2 3 3 2 4 0 3 3 2 0 4 4 4 2 3 2 3
split_gain=14.0352 5.66221 8.1403 5.31017 6.61043 5.26459 5.493 9.4792 5.97072 4.74954 4.66421 7.09364 4.96511 6.44781 4.822 5.77124 4.2091 7.64443 3.77362 3.59532 5.60343 4.13543 5.91704 4.29657 4.73843 6.83768 3.58625 6.07921 4.72923 3.45387
threshold=103.48144189910001 42.719328117250008 75.462331263550013 91.066142252700018 91.937202686950016 42.67709657435001 87.170566421650008 41.975471476700008 63.705703859100005 0.086230000000000015 -0.061874999999999999 -0.011675 39.952536079750011 -0.090495000000000006 0.090735000000000024 0.09914000000000002 0.048475000000000011 38.064633603500006 100.15850764985002 1.0000000180025095e-35 -0.15572 -0.122165 85.791387400750025 49.283271594150008 47.927946529500012 45.295823381400005 -0.59502499999999992 0.092650000000000024 -0.088224999999999984 -0.25095999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 -4 -10 12 -12 13 14 -6 -16 17 -13 19 20 29 23 -23 24 25 -21 -14 -28 -29 -3
right_child=-2 18 3 4 10 -7 -8 -9 9 -11 11 16 26 -15 15 -17 -18 -19 -20 21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00801384514495199 -0.0055219098247062939 -0.0047166431016571093 0.0020435214859381395 -0.0079799388924523193 -0.0055415393985959851 0.0072170089339755935 0.0035558257212870239 -0.0047987115385415115 0.00077550792033332326 -0.01383081542935554 0.0050170812934848376 0.0054364788253538354 0.0057723396084708835 -0.0078839556984996745 0.0039807513590595783 -0.0065592983027032703 0.0010375231946420671 -0.011840280908982348 -0.0067200304038633456 0.0045445858444466804 -0.0096090056701383427 -0.0069443723182248578 0.00015945091457107371 -0.005123486973187855 0.0097907731648673117 -0.0068590053330906831 0.0021068865047480581 -0.0087481610400175127 0.0015417414653177888 0.0027172761552266946
leaf_weight=5.6160188289359203 22.251989270560443 6.9931538868695506 105.37436273321509 5.5605632737278929 8.3783620800822991 11.247725561261175 69.057811096310616 15.312308084219692 2.6913916729390612 2.5591586772352457 27.531478103250265 2.3594812452793112 7.6624922081828108 10.582179287448524 13.300286229699852 3.9763149246573439 39.041414052248001 4.1872299537062645 6.1399327628314486 13.137126397341499 5.9798115901648989 8.3588707968592626 39.834467565640807 3.5898314807564011 5.9745439887046805 4.0545541085302821 24.651831705123186 6.7583748549222946 4.3105122372508031 7.7796212583780298
leaf_count=253 920 97 414 49 86 58 268 116 26 35 93 7 22 114 55 37 197 49 129 56 130 121 288 67 13 71 116 57 21 69
internal_value=0.000435691 0.000716556 0.00115756 0.00129885 0.000241355 0.00211052 0.00181597 0.000861917 0.00164544 -0.00634373 0.000540655 0.00194043 -0.000744831 -0.00284225 -0.000762649 0.00155489 8.23825e-05 -0.00561361 -0.000886328 -0.000512056 -0.00333958 0.00027085 -0.00107267 0.00269081 0.00390171 0.00185512 0.00100711 -1.50905e-05 -0.00474101 -0.000801801
internal_weight=494.253 472.001 370.159 364.543 158.301 206.243 194.995 125.937 110.625 5.25055 152.74 73.1196 79.6204 36.2371 25.655 17.2766 45.5881 6.54671 101.842 95.702 20.7526 74.9494 48.1933 26.7561 23.1662 17.1917 43.3832 35.7207 11.0689 14.7728
internal_count=4034 3114 2073 1820 903 917 859 591 475 61 854 346 508 292 178 92 253 56 1041 912 296 616 409 207 140 127 216 194 78 166
is_linear=0
shrinkage=0.00767626


Tree=105
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 0 4 1 4 4 3 3 2 0 2 2 4 4 4 3 2 4 0 0 1 2 1 2 1 2
split_gain=21.8832 9.30641 12.3498 7.69087 9.54929 7.60234 9.70257 6.89641 5.40934 5.14216 4.84992 5.69535 14.4134 5.36852 6.91193 6.94163 5.16061 5.94306 4.56194 4.20173 4.07078 6.53859 8.88502 4.06568 10.9133 4.49759 4.68931 8.43603 5.21565 6.27005
threshold=102.70985441565001 43.832725745850006 75.462331263550013 70.206395618550019 96.163458868000006 85.995710218650018 41.942745071500006 72.378669787950017 47.709122305950011 49.122847560300009 0.080515000000000017 0.093325000000000033 0.0023400000000000005 86.103248543850015 -0.093879999999999991 -0.06828999999999999 38.804080188450008 42.865207177650007 45.295823381400005 1.0000000180025095e-35 -0.086139999999999994 40.00488309970001 107.57327517365 97.878695155250014 78.10777406390001 -0.59681499999999998 81.479100559500012 -0.11963999999999998 80.468240302450013 -0.016679999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 8 18 19 -7 12 13 -12 -15 16 -16 -18 -3 -10 -2 -22 -23 -6 -25 -26 28 -28 29 -27
right_child=20 7 3 4 23 10 -8 -9 9 -11 11 -13 -14 14 15 -17 17 -19 -20 -21 21 22 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.0071304872596074003 -0.0074871359607376117 -0.0012374987654812694 0.0015448845458833566 -0.0037143083013159665 0.0026698573679799671 0.0043342044284537676 -0.0038158432261282951 -0.0075542452294247581 -8.251228910099042e-05 -0.0025394152064607579 0.0067185942236809163 0.0033192485851757632 -0.0079218012681015384 0.0035674706310303409 0.0033073270771310486 0.0026514885027715267 -0.0078602120810579556 6.4686157990897402e-06 -0.0078820703120004859 0.0071540208434225415 -0.0075416407852259395 0.0056394935249345669 -0.0070186586336382084 -0.0037728180522978967 0.0075919511368938422 -0.0070389143712909063 0.0063980198691206552 -0.0094105925399265121 0.0053107726395865062 0.003413160877914503
leaf_weight=7.9132227264344683 14.484396845102308 18.628353873267773 62.984344948083162 25.512915996834636 37.745032571256161 56.574459157884121 20.447994705289602 7.8602134324610224 6.5008931457996395 8.7010594792664033 8.655354440212248 80.987297534942627 7.842968374490737 28.831034600734711 4.5015903115272513 15.728266313672068 11.174808233976366 7.2324543222784987 6.3292714506387702 8.4193937182426435 7.4439847934991148 6.5178284421563131 4.1492555607110262 23.384131208062172 5.8140079081058493 4.5472843758761901 2.3780544698238373 4.3968484029173842 13.441693022847174 6.204399280250076
leaf_count=301 519 205 276 280 142 213 215 204 29 69 26 271 61 93 17 52 69 30 125 22 211 39 208 178 14 38 8 50 42 27
internal_value=0.00055051 0.000905457 0.00123968 0.0013943 -2.98244e-05 0.00197067 0.000231052 -0.00167823 -0.000727471 0.0015918 0.00262585 0.00203993 0.000806003 0.00170522 0.00106207 -0.000807463 -0.00318223 -0.00476929 -0.00292257 0.004001 -0.00481513 -0.00267819 0.000715757 0.000930246 -0.000161088 0.00213505 0.00111057 -0.00386162 0.00250293 -0.00100741
internal_weight=525.333 492.737 436.298 428.385 123.424 304.961 83.4323 56.4392 48.579 23.6213 221.528 164.954 83.9665 76.1235 67.4682 38.6371 22.9089 18.4073 24.9576 14.9203 32.5955 18.1111 10.6671 97.9115 60.1664 36.7823 30.9683 6.7749 24.1934 10.7517
internal_count=4034 3057 2403 2102 779 1323 491 654 450 120 832 619 348 287 261 168 116 99 330 51 977 458 247 499 357 179 165 58 107 65
is_linear=0
shrinkage=0.00676168


Tree=106
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 1 1 0 1 0 1 3 2 1 3 2 3 2 1 4 1 0 3 3 4 2 0 4 1 1
split_gain=29.6758 12.1288 14.6087 11.1272 10.0632 6.52815 8.82251 6.37245 7.78474 5.81858 8.34097 5.70463 7.68142 5.77285 5.36887 5.3899 5.11057 10.8555 7.42607 6.21532 11.9231 6.17761 4.94243 6.50067 5.25944 5.13113 6.02858 5.97821 5.13177 4.58131
threshold=102.89804648475001 42.779078631750004 75.462331263550013 70.206395618550019 96.163458868000006 71.397382570300024 70.727956495850009 85.121961326250016 61.778079379550007 79.532656873050016 59.632689791450012 0.09450500000000002 0.17076500000000003 78.10777406390001 0.079470000000000027 -0.078649999999999984 0.093325000000000033 0.0023400000000000005 61.950140699950005 42.066503896600004 62.111448187750007 86.256490657300006 1.0000000180025095e-35 -0.15572 48.226196960950006 -0.13734499999999997 85.791387400750025 50.205949521800008 62.014663695050011 73.037342029850024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 8 9 -4 -11 12 -6 29 15 -9 17 18 -16 -18 -21 -19 23 24 -3 27 -27 -24 -28 -13
right_child=-2 22 3 4 11 -7 -8 14 -10 10 -12 13 -14 -15 16 -17 19 21 -20 20 -22 -23 25 -25 -26 26 28 -29 -30 -31
leaf_value=-0.004350838365777843 -0.003154964442461002 -0.0032660037236768658 0.0025786714800663476 -0.0048890222348707043 0.0016503826905395385 -0.0051796121360937345 0.0014546143138779665 0.00058773870986194568 -0.005138615183323661 -0.0058686022921087232 0.0009217709050529559 0.0020206516789721815 -0.0037141072255184098 0.0012484050634347197 -0.0032511390740679017 0.0033854646548165056 0.0022877843432959504 0.0012906522875224531 0.0014738870606712127 -0.0058486096889451295 0.0024967569925910147 -0.005429029338159203 0.0018016953196419011 -0.0052219454708039084 0.0012469432186809255 -0.0038508342841293776 0.0032523326605631325 -0.0045189119340967457 -0.00078958042650570425 -0.0032145413660918686
leaf_weight=8.6491512525826675 38.003910783678293 7.8323785904794994 12.456701651215559 5.6536594331264522 60.296788401901722 8.7674077972769719 10.271127838641403 15.177510030567644 4.7039705365896216 4.4408479407429686 9.3300487697124463 3.3831909298896852 4.7924523949623099 12.970913872122763 5.9779359996318808 46.675480999052525 93.043429255485535 3.3378005474805814 74.220405556261539 4.751468747854231 7.105816438794136 7.149987556040287 27.010323107242588 8.0704996511340124 9.5105610527098161 9.4224775172770006 5.980813317000865 2.7415505796670905 41.319849900901318 15.600156873464583
leaf_count=255 960 134 43 78 237 105 59 59 62 42 34 13 45 56 31 157 281 13 264 43 21 57 156 133 40 116 16 62 345 117
internal_value=0.000326376 0.000575704 0.000894415 0.00100504 -2.88918e-05 -0.00235346 -0.00079752 0.00144151 -0.000307503 0.000558966 -0.00126799 0.000562582 0.0012554 -0.000848655 0.00165165 0.00269896 0.00132045 0.000611426 0.00112169 0.0019334 -0.000847411 -0.00329045 -0.000617112 -0.00219825 -0.000791184 -0.000152444 -0.000871922 0.00121927 -0.000278511 -0.00228153
internal_weight=568.649 530.645 418.756 410.107 121.736 24.6922 15.9248 288.371 30.9316 26.2276 13.7709 97.0435 65.0892 31.9543 257.44 61.853 195.587 90.6861 80.1983 104.901 11.8573 10.4878 111.888 25.4134 17.3429 86.475 56.7231 29.7519 47.3007 18.9833
internal_count=4034 3074 2072 1817 710 242 137 1107 181 119 76 468 282 186 926 216 710 365 295 345 64 70 1002 307 174 695 477 218 361 130
is_linear=0
shrinkage=0.0040783


Tree=107
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 0 4 4 0 3 3 4 0 2 0 4 4 4 0 0 3 2 0 4 1 0 4 2 0 0
split_gain=22.7233 8.881 10.4814 7.08184 7.79702 7.4247 7.19255 9.09424 6.18103 4.35486 5.92751 4.95121 4.66755 4.69504 5.58865 4.47316 4.4277 7.82534 4.26488 10.226 5.87945 4.10513 6.46191 12.5819 3.49271 4.91147 5.61435 5.28749 4.39107 5.09909
threshold=102.89804648475001 42.719328117250008 75.462331263550013 64.407391431150018 65.29995953045001 88.606203063300015 42.67709657435001 41.975471476700008 86.329079026800017 1.0000000180025095e-35 -0.15572 48.226196960950006 100.27142289135001 -0.122165 85.791387400750025 49.283271594150008 47.927946529500012 45.295823381400005 85.121961326250016 79.532656873050016 0.093325000000000033 -0.086139999999999994 107.57327517365 40.00488309970001 66.590419433100024 90.407470010750018 35.509685375550013 -0.082094999999999987 101.86567856270001 98.142164052000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 18 -9 10 11 -3 13 15 -15 16 17 -11 19 -4 -21 -2 23 -23 25 26 -6 -28 29 -26
right_child=21 9 3 4 24 -7 -8 8 -10 12 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.0057047535953207544 -0.0059960275006474125 -0.0043090549068781625 0.0035037187248581022 -0.0061436945238498315 0.0043287993975542824 0.0055439579991172555 0.0053590418603858252 -0.0048434462458263883 0.0010881546633179019 0.0034094226429022783 -0.006866977656033015 0.001659603485735737 -0.004786229335954675 -0.004792809150698356 1.2900424299459847e-05 -0.0034892594640448262 0.0068259039632413273 -0.0049425096632782599 0.002190709913818192 -0.0080176859545229157 -0.00068807590094032756 -0.006190017165114416 -0.0056905340073592605 0.0061924430937554875 0.00058539497936410602 0.00569465737742373 -0.0061355254890063998 0.0021211168885240891 0.0029484319172751079 -0.0017432724275479392
leaf_weight=6.6970514226704827 15.586485804989932 7.3454143740236821 11.491941496729853 5.1887523606419554 7.0416083484888139 15.011755481362341 13.580334305763243 11.158450148999693 9.6155373901128751 14.342831335961828 7.2537013310939065 9.2081844285130483 5.9545499496161929 8.5609024316072446 42.102054879069328 3.8445772342383853 6.0559457540512076 4.2830294594168654 114.69788925349712 5.1365727297961703 8.6117642894387227 4.2826706804335135 8.4188037030398828 5.5247463379055262 112.1772523149848 8.9663354083895666 4.6829816326499012 4.4442773535847619 16.639714084565639 36.686025336384773
leaf_count=253 507 137 43 46 20 51 58 97 34 56 136 40 101 121 288 67 13 71 384 53 40 85 332 36 583 25 25 15 69 248
internal_value=0.000349046 0.000639523 0.00102028 0.00113722 0.000414312 0.00188504 0.00156989 0.00124971 -0.00209792 -0.000729812 -0.00277986 -0.0009889 -0.000156594 0.000191526 -0.000799157 0.00195098 0.00279838 0.00148889 0.00174667 -0.000271171 -0.00342652 -0.00395303 -0.00220592 0.000785311 0.000592806 0.00247606 0.000691204 -0.00211517 0.000306794 1.15157e-05
internal_weight=534.592 500.779 391.828 385.131 195.827 189.304 174.292 160.712 20.774 108.951 23.8073 16.5536 85.1439 79.1893 50.663 28.5264 24.6818 18.6259 139.938 25.2403 13.7483 33.8127 18.2262 9.80742 190.638 25.1352 16.1689 9.12726 165.503 148.863
internal_count=4034 3074 2044 1791 1031 760 709 651 131 1030 313 177 717 616 409 207 140 127 520 136 93 960 453 121 985 85 60 40 900 831
is_linear=0
shrinkage=0.00542213


Tree=108
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 4 0 1 1 1 0 4 2 0 3 2 0 1 3 4 1 1 4 0 0 1 4 0 2
split_gain=24.9936 10.1434 11.486 9.0283 9.45249 6.51313 6.28671 12.3118 6.28544 8.2706 4.39188 6.62988 10.6902 5.67447 4.90618 4.66636 5.11026 4.34053 9.28963 9.55003 6.20051 4.3226 6.42399 6.55862 4.28788 4.21592 3.69951 6.17549 5.65872 3.46329
threshold=102.89804648475001 42.719328117250008 75.462331263550013 70.206395618550019 96.163458868000006 42.67709657435001 41.942745071500006 86.329079026800017 71.397382570300024 70.727956495850009 70.389210771400016 85.791387400750025 47.927946529500012 -0.55354000000000003 95.469836670350006 0.07745500000000001 -0.083064999999999986 85.121961326250016 58.167480110400007 0.093325000000000033 37.52517992975001 72.752365468100024 74.739136026450012 38.244973486750006 67.144241807950024 100.15850764985002 64.407391431150018 40.720231579350006 88.606203063300015 -0.086139999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 6 17 -8 9 -5 11 12 13 -3 -12 -13 -17 18 -4 -20 -21 -6 -23 -24 -15 -16 28 -28 -19 -2
right_child=29 10 3 4 21 -7 7 -9 -10 -11 14 15 -14 24 25 16 -18 26 19 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0057671864712098963 -0.0060294306654025366 0.0051355984301757222 0.0048029005902537327 -0.0065154321492332601 0.0036644408381875482 0.005428042902907779 -0.0050543690647995498 0.0020108045939893565 -0.0069402551921872464 0.0019471814358629888 -0.0059742207370185206 -0.0035156606112773004 0.0016682915500463413 0.0040062853795849148 0.00063139524932450547 0.0030288799924871358 -0.00096264246514150473 0.0023844704725409288 -0.0074580378972445432 0.0044978967692230268 -0.0037685454524346252 -0.005784068379217213 -0.0029987324949603835 0.001409090295848242 -0.0063092430460059213 -0.0047774140979228025 0.0017198842813251072 -0.0038657318805839875 0.0062266381226685139 -0.0025167424082419964
leaf_weight=7.0444328095763913 15.369249971583484 1.625530257821082 7.7554573565721538 5.3078401722013977 13.316537775099276 14.159126773476599 11.895473126322033 19.366256698966026 8.2596376948058587 9.8596783652901632 8.7337253801524657 5.6188714802265158 13.898210287094114 1.3007414378225863 13.735720697790386 30.416019298136234 13.991201512515543 115.73448535054922 6.7967160865664509 6.0424072667956334 4.9171081781387329 4.8684816993772975 12.029629062861202 62.40974197909236 16.173760630190372 6.2713049165904513 67.100753605365753 6.4853863641619673 12.71035724878311 18.45580442994833
leaf_count=253 507 4 21 77 41 58 105 68 103 57 218 48 54 18 95 107 66 380 82 20 29 38 110 278 305 115 247 36 41 453
internal_value=0.000436661 0.000739692 0.00115006 0.00127532 -1.7486e-06 0.00181828 0.00162079 -0.000677581 -0.00310359 -0.00101429 -0.000714534 -7.70233e-05 -0.00197885 -0.00463271 -0.00255613 0.00117746 0.00177129 0.00193656 -0.000187902 -0.00236775 0.000789066 0.000782789 0.000298932 0.000696773 -0.00554139 -0.00106402 0.00220483 0.00122761 0.00276468 -0.00411282
internal_weight=541.65 507.825 396.06 389.015 116.052 272.964 258.804 31.2617 23.4272 15.1675 111.765 83.0243 32.9982 19.1 28.7408 50.0261 44.4072 227.543 25.5117 17.7562 10.9595 92.6244 79.3079 74.4394 17.4745 20.007 202.031 73.5861 128.445 33.8251
internal_count=4034 3074 2044 1791 704 1087 1029 173 237 134 1030 602 381 327 428 221 173 856 152 131 49 467 426 388 323 210 704 283 421 960
is_linear=0
shrinkage=0.00546599


Tree=109
num_leaves=31
num_cat=0
split_feature=0 4 0 2 2 4 0 4 2 1 2 1 2 3 0 2 3 3 4 2 0 2 4 2 2 1 3 3 2 2
split_gain=10.3104 3.99301 6.00972 3.83104 6.38388 3.95909 5.03065 3.74642 3.31999 6.85625 5.24057 4.6308 6.14801 8.16682 13.9918 8.36251 7.0787 4.6707 4.14757 4.01485 4.50654 4.89496 4.01361 3.82933 3.79189 5.4787 3.46471 4.73006 5.75964 5.09769
threshold=102.89804648475001 42.719328117250008 75.462331263550013 -0.086139999999999994 -0.085584999999999994 40.00488309970001 107.57327517365 42.67709657435001 -0.06828999999999999 60.613977009100005 -0.072524999999999992 61.907125369850007 -0.053159999999999992 0.084360000000000018 85.861287312150012 -0.037054999999999998 0.086555000000000021 0.049900000000000007 42.047301293400004 0.15607500000000005 93.692765846100016 0.20949500000000004 39.749124837650008 0.061925000000000015 -0.033799999999999997 70.077349628250019 0.083950000000000011 0.08674500000000003 -0.086139999999999994 -0.076484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -7 8 10 -10 26 -11 -13 17 -15 -16 -17 24 19 -18 21 -21 -12 -20 -14 -26 -4 -28 -29 -30
right_child=3 -3 7 4 5 6 -8 -9 9 11 22 12 13 14 15 16 18 -19 23 20 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.017301138846961796 -0.018207938460804193 -0.0017153889779071678 -0.0036240557826834846 0.043064789297717017 -0.018309311331798493 0.011043985853138224 -0.01718002091689538 0.012088703012672099 -0.016696015603923236 0.014950726102502162 -0.00061580694340643662 0.011401167768732188 -0.012820412358782531 -0.034196285470498196 -0.021412910654497817 -0.018903419084350701 0.0087109803762693821 0.013962881871139065 -0.01728592523215525 -0.023059466426792567 0.0064246322401735525 0.0010329612148218851 -0.028255327166509463 0.0079770565641950186 0.012334069620223317 -0.0092235318118370577 0.0098363818422000111 0.0028765521917996496 -0.011617838283820302 0.0041130397892640809
leaf_weight=4.3914987351745358 9.6029170621186513 94.965221492573619 35.072235755622387 0.74990519229322572 5.2717289691790921 4.7690569721162319 2.8117910316213965 10.831194363534449 4.3886946924030772 11.052417136728762 2.8367651998996726 23.871898088604212 3.7071889191865948 3.4415507949888697 4.6095780804753295 4.2753697410225859 32.298819977790117 19.688915707170963 4.7760252617299548 4.0656738951802271 11.501734796911476 5.6373165473341942 3.0578662380576134 2.5930494517087936 11.199202116578816 4.6828089281916609 19.808966837823391 96.956923194229603 16.415577730163935 8.897488756105302
leaf_count=253 507 1030 217 4 206 35 208 66 31 33 22 93 18 44 28 46 133 78 43 28 51 27 21 9 40 41 77 481 124 40
internal_value=0.000761204 0.00132831 0.00215402 -0.0101146 -0.00440099 -0.00717047 0.000575499 0.00240119 0.00208782 0.00391788 0.000570244 0.00453163 0.00368707 0.00204984 -0.00125364 0.000371615 0.00191299 0.00820625 0.00337502 0.0049963 -0.000661868 -0.00906207 -0.0149539 -0.00839632 0.00242031 0.00597781 0.0010868 0.00224968 0.00102056 -0.00608847
internal_weight=468.229 445.024 350.059 23.2054 13.6025 12.8526 7.58085 345.667 334.836 151.79 183.046 147.402 136.349 112.477 73.1991 69.7576 65.148 39.2781 60.8726 53.5035 21.2047 9.70299 5.89463 7.36907 19.5892 15.882 177.151 142.079 122.27 25.3131
internal_count=4034 3074 2044 960 453 449 243 1791 1725 743 982 712 679 586 409 365 337 177 291 239 106 55 43 52 99 81 939 722 645 164
is_linear=0
shrinkage=0.0167361


Tree=110
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 3 4 2 4 3 4 4 0 2 2 1 0 1 0 2 1 4 3 3 4 0 3 4 4 1
split_gain=31.2942 21.131 15.1964 10.8378 10.0228 8.11705 6.53933 6.56526 8.55246 5.96014 5.73351 6.21415 7.48613 6.45592 5.48721 5.459 7.10753 5.63323 10.6069 5.32271 4.77166 4.72939 5.01398 4.52516 6.80497 6.759 6.53754 7.17579 6.93922 4.49363
threshold=70.206395618550019 85.705356740550016 83.740093847200015 95.117648655250022 0.10184000000000003 -0.10747999999999999 48.226196960950006 -0.14138499999999998 41.872294782850005 0.12535000000000004 38.244973486750006 43.940903692500008 95.808582394800013 0.22598000000000004 0.059320000000000012 66.590419433100024 90.297243227400017 68.20618276945001 90.767723400200012 -0.51146999999999998 82.457699319000014 35.171584490050009 0.11531000000000002 0.090735000000000024 42.310579034350006 99.994511703900017 0.098105000000000026 39.685256516350002 41.092444989200011 67.649671936450019
decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 -1 -9 10 -7 13 -13 14 20 16 -3 18 -17 -14 23 -6 -23 24 -12 -26 27 -25 -28 -20
right_child=2 15 -4 5 21 9 -8 8 -10 -11 11 12 19 -15 -16 17 -18 -19 29 -21 -22 22 -24 26 25 -27 28 -29 -30 -31
leaf_value=-0.0038995404781975531 -0.002904189036836946 0.0015731041199038571 -0.0039593399887092578 -0.0047368866406128883 0.0049396892376797844 -0.0016458474281491971 0.0011203278961799978 0.00060288119046948609 -0.0031592548191333473 -0.0051371316357089738 0.0023001857698044972 0.0051286408955765863 0.0025868356731657263 -0.0035739074430647076 0.0030575138851548674 0.0025252022580913689 0.0039348000814290714 0.0012616878212159627 -0.0057422659042231797 -0.0047712448649399409 0.0043226263452086676 0.0022029769618313795 -0.0030411585050430551 0.0022118256172464039 0.00077108397214259612 -0.0061609960037547111 -0.0021696531336126922 -0.0048037303272253241 0.0034790143135300655 -0.00047494698604195725
leaf_weight=19.498864928260446 27.668247938156128 206.25941710919142 25.223366493359208 6.0318649820983401 5.8494537770748165 22.529441021382809 14.047820270061491 23.007212121039629 17.645892530679703 3.5212347395718089 28.205603156238794 2.0166392475366584 1.9946770928800095 4.9311046451330176 20.451931707561016 7.0003913864493397 23.455100730061531 42.575890265405178 7.3247118890285474 8.7617900110781175 5.4568431526422492 9.8260866068303567 4.3458584547042838 3.2268165946006802 6.9768541604280454 3.4861218556761742 6.4842412024736396 9.5137465484440309 8.0644698962569219 4.2183173112571239
leaf_count=369 393 734 757 106 14 178 53 135 237 40 101 7 11 46 62 21 64 157 56 164 21 35 32 12 29 33 38 78 27 24
internal_value=0.000313446 0.000984895 -0.00101552 -0.000576992 -0.000688285 -0.000122435 -0.00137703 -0.00196027 -0.00103011 8.27957e-05 0.000221937 0.000605982 -0.00205918 0.000957668 0.00120091 0.00152695 0.00181425 0.000447174 -0.00142296 -0.00340676 0.000669208 0.00186424 0.000594851 0.000366953 0.00126149 -0.00153859 -0.000900591 -0.00302689 0.00096145 -0.00381736
internal_weight=579.6 385.055 194.545 169.322 94.2212 141.653 74.1998 60.152 40.6531 135.622 132.1 109.571 12.7731 96.7977 91.8666 290.834 229.715 61.1193 18.5434 10.7565 71.4147 20.0214 14.1719 65.9579 38.6686 10.463 27.2893 12.7406 14.5487 11.543
internal_count=4034 1931 2103 1346 875 953 794 741 372 847 807 629 182 447 401 1056 798 258 101 175 339 81 67 318 163 62 155 90 65 80
is_linear=0
shrinkage=0.00406533


Tree=111
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 3 4 2 4 1 1 0 4 3 2 2 2 2 4 3 2 4 3 3 2 4 2 4 0 3
split_gain=28.2358 13.19 20.8909 12.9539 9.74 7.51433 6.19718 5.90248 7.34435 5.7933 7.42116 6.66855 5.14572 5.9583 6.73434 5.97354 5.4107 4.6746 4.65611 5.15958 4.56705 4.29388 5.78862 5.0334 15.0436 8.64188 8.09356 5.2088 7.45479 5.00351
threshold=103.48144189910001 70.206395618550019 85.705356740550016 96.039789794050009 0.10184000000000003 -0.10747999999999999 48.226196960950006 -0.14138499999999998 41.872294782850005 71.096275259700022 70.776348742200014 95.262825394300009 43.940903692500008 0.09450500000000002 0.17076500000000003 0.059320000000000012 -0.25236500000000001 -0.58559499999999998 35.171584490050009 0.11531000000000002 0.10957500000000002 44.421469061800003 0.080135000000000026 0.093325000000000033 -0.018034999999999999 40.467253020850002 0.15607500000000005 42.066503896600004 86.692020874450009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 6 -5 7 -1 -9 10 11 -3 13 14 15 -7 -14 -15 -6 -20 -19 22 29 24 -24 26 -26 -25 -29 -4
right_child=-2 3 21 5 18 12 -8 8 -10 -11 -12 -13 16 17 -16 -17 -18 20 19 -21 -22 -23 23 27 25 -27 -28 28 -30 -31
leaf_value=-0.0054572290077651358 -0.0047828884930515838 -0.0067137030445527657 0.0021280807172872674 -0.0069535883675501987 0.0069049023616891197 0.001259525895327651 0.0014538604644296781 0.00061818800857157074 -0.0043743306726894155 -0.0055018090453763328 0.0043739755585994128 0.0058462192695176579 0.0053235098591824254 0.0027828346085393505 -0.0051027374992165895 0.0051151479883621773 -0.0065802303577423889 -0.0035596060024708602 0.0030826031540632029 -0.0044859685776457688 0.0019368899243987707 -0.00171590361020354 0.0018202714960965127 0.0032942370960840832 0.0029995901151693158 -0.011031263968461453 -0.0068331618397240949 -0.0044307307143304922 0.0028082665528474811 0.0052853210113303481
leaf_weight=18.572652474045753 31.412569286301732 6.7315178811550123 31.915852461010218 4.5052117295563212 5.7179943621158626 53.334558684378862 13.837609976530073 22.19538202881813 16.984630720689893 21.46050919406116 5.5278320610523215 1.7364579290151594 1.585551358759403 7.896949626505374 4.3684369325637809 17.403023451566696 5.8376353774219742 20.255372289568189 9.6598171405494195 4.2287960313260546 6.5269874185323706 9.123574320226906 88.189135380089283 85.490758873522282 5.8694796934723836 4.4339714571833602 5.1164051741361618 7.5365914069116142 12.109034605324267 33.695543177425861
leaf_count=369 920 98 110 67 14 230 53 135 237 343 19 5 5 29 38 43 127 150 35 32 29 67 319 258 18 35 39 51 38 121
internal_value=0.000481619 0.000792558 0.00137541 -0.00059689 -0.00100358 0.000288558 -0.00198089 -0.00280387 -0.00154608 -0.00363644 -0.000776168 -0.00413814 0.000566928 0.00087827 0.00178287 0.00220809 -0.00403766 -0.00108085 0.00256492 0.000778129 -0.00222008 0.00214074 0.00226899 0.00180363 0.000909773 -0.00429754 -0.00157977 0.00268451 3.11922e-05 0.00374952
internal_weight=563.26 531.847 374.677 157.17 91.1969 121.714 71.5903 57.7527 39.18 35.4563 13.9958 8.46798 117.209 109.785 75.106 70.7376 7.42319 34.6793 19.6066 13.8886 26.7824 283.48 274.357 208.745 103.609 15.4199 10.9859 105.136 19.6456 65.6114
internal_count=4034 3114 1931 1183 875 718 794 741 372 465 122 103 651 519 311 273 132 208 81 67 179 1056 989 758 411 92 57 347 89 231
is_linear=0
shrinkage=0.00571439


Tree=112
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 2 2 4 1 0 2 2 2 2 0 4 0 2 1 0 0 0 2 4 1 3 2 4 3 1
split_gain=10.2339 5.04282 6.73962 5.84915 3.78672 3.53367 5.74047 3.42888 5.25166 3.38131 3.29108 4.34063 3.20787 4.84723 4.79725 8.26565 5.87102 4.45222 4.71337 7.00087 3.58348 6.66635 3.19663 3.15855 3.97407 3.304 3.27039 3.80558 4.30931 4.94208
threshold=83.740093847200015 70.171445662850019 85.995710218650018 94.773526014550015 -0.10747999999999999 0.20949500000000004 0.22598000000000004 39.110279783550006 71.096275259700022 94.203572890950014 -0.58994000000000002 -0.50001499999999999 0.18145000000000003 -0.010319999999999999 85.812895065800021 40.636252116050009 85.732241321850012 -0.018034999999999999 58.167480110400007 76.451683855550016 85.861287312150012 67.469545241750026 -0.50001499999999999 38.244973486750006 71.397382570300024 0.092835000000000015 0.22598000000000004 42.599563320500003 0.092505000000000018 80.677940036650014
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 -2 -7 -3 9 -9 -1 -12 13 14 16 -16 17 18 19 -13 21 -15 -4 24 -6 -26 27 28 -25 -30
right_child=5 3 22 4 23 6 -8 8 -10 -11 11 12 -14 20 15 -17 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=0.015396566726470141 -0.022302304586257496 -0.031929782675472279 -0.0080979016076858854 -0.017543710480566372 0.010393547679761085 0.054588714778202978 -0.021824536928950675 0.019639272008742877 -0.022764395014063313 -0.010201627924660409 -0.025100425615633696 -0.0035461241854209103 0.011558500086759363 0.027339059101623278 0.0052137539422776056 -0.027793461417984118 0.015060227348515426 0.018524214225412772 -0.0081629024322254357 0.023227362134578513 0.010698335210362208 -0.030707272515352119 0.0057569829865017092 0.0089015298375280695 -0.025630386293125553 -0.0054946729476123349 -0.015699210071736677 -0.0045465291592798199 -0.0059730600260885763 0.017109174301156691
leaf_weight=4.9799330197274676 10.734453588724135 3.5239298641681698 7.6294726654887191 5.3460348825901738 4.7547322623431709 0.73582550138234992 1.0558065865188835 3.2500788345932943 6.0165653303265572 3.4553802534937859 3.4914581421762696 13.653136160224664 7.9037222452461711 1.006606400012968 6.3382678329944593 7.0887104608118534 11.698758684098719 4.5851313974708452 31.287640800699592 6.2932297997176638 1.7078777961432932 6.5573141109198332 196.93348633125424 48.299970613792539 5.0300746709108379 12.591408068314193 4.3775572609156361 23.373864099383354 21.655249932780865 5.0442181006073943
leaf_count=19 693 49 38 119 24 2 62 21 190 49 85 184 41 13 21 53 40 31 368 15 6 147 855 216 76 105 52 299 141 20
internal_value=0.00098329 0.00149565 0.0030091 -0.00171401 -0.000234343 -0.0177452 0.00955848 -0.0135974 -0.00851946 0.004262 -0.00127275 -0.0020897 -0.0012709 -0.00239486 -0.000747302 -0.0122123 0.00153268 -0.00130247 -0.00307683 0.00490111 -0.0167784 -0.0229825 0.00524024 0.000505198 -0.006645 -0.0112424 0.00206231 0.00285268 0.00515868 -0.00161223
internal_weight=470.4 457.874 311.155 146.719 130.473 12.5261 1.79163 16.246 12.722 6.70546 106.592 101.612 98.1204 90.2167 80.9449 13.427 67.5179 55.8191 51.234 19.9464 9.2718 7.56392 204.563 125.127 22.3762 17.6215 102.751 98.3733 74.9994 26.6995
internal_count=4034 3277 1916 1361 1052 757 64 309 260 70 1023 1004 919 878 712 74 638 598 567 199 166 160 893 933 205 181 728 676 377 161
is_linear=0
shrinkage=0.0210015


Tree=113
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 4 2 3 1 1 0 4 4 2 3 2 3 2 3 2 3 2 2 4 3 0 1 1 2 0
split_gain=25.9965 11.845 14.0137 12.2573 7.34008 9.49508 6.89306 6.82086 6.48664 7.85987 6.57059 6.10274 5.83948 6.62201 5.25666 5.15197 5.53548 6.35559 5.28285 19.4986 6.29662 5.19154 4.9836 4.63241 4.62516 10.329 4.61159 8.63725 5.57008 4.51886
threshold=102.70985441565001 76.451683855550016 70.206395618550019 96.039789794050009 85.995710218650018 41.942745071500006 -0.12546499999999997 -0.10747999999999999 71.096275259700022 70.776348742200014 95.262825394300009 44.952171034750002 43.940903692500008 -0.25236500000000001 0.09450500000000002 -0.22932499999999997 0.080770000000000022 -0.16182999999999997 0.093325000000000033 0.0023400000000000005 0.087905000000000025 -0.070909999999999987 -0.58559499999999998 36.79544512155001 0.09117500000000002 87.638358136350021 58.167480110400007 60.613977009100005 0.18145000000000003 86.643628628100018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 8 5 26 -7 -5 9 10 -4 -1 14 -14 -9 24 29 -18 19 20 -19 23 -16 -20 25 -6 -3 -28 -29 -17
right_child=-2 2 3 7 15 6 -8 12 -10 -11 -12 -13 13 -15 22 16 17 18 21 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0049093298652570314 -0.0036654349806575087 0.0053714191333013288 -0.0058498702029828415 -0.0060059139739389797 0.0032151710106824057 0.0012197810108864817 -0.0035878113833802748 0.0016660802737179094 -0.0047761910307527432 0.0042586603881032987 0.0051903824601586381 -0.00012699685280902581 0.0053275125199163066 -0.0058781885670556502 0.0026304427274661353 -0.00021403490341850625 0.0063159136273498772 0.0025354088806184903 0.0043947542142545966 -0.0063732345513826151 -0.00042013680403846194 0.0033540569737376064 -0.0018815481164881028 -0.00089128187081515702 0.0015256396552914286 -0.0081981962855314366 -0.0056445036175299338 0.0008311929343550893 0.0055004736730749158 0.0039301539425641401
leaf_weight=13.850765746086838 37.623877396807075 6.5989308953285208 6.4024546742439252 4.1192853823304167 3.4353289827704447 11.540079724043606 21.895931286737323 72.220881219953299 21.283606946468353 5.5884501412510863 1.7364721447229383 13.210550241172312 1.6895406097173689 6.3920767009258253 8.2653439566493017 7.6391895934939376 6.9826127886772147 47.380572073161602 5.5948756635189083 9.1576746553182584 29.724626868963242 48.413899436593056 24.861256536096334 16.861646488308907 10.957027383148668 4.8400731906294823 4.6544040068984023 44.271228268742561 7.582673415541648 52.406543128192425
leaf_count=354 977 15 98 64 11 96 229 285 343 19 5 81 5 116 29 30 15 159 14 68 123 146 162 69 38 47 41 188 19 188
internal_value=0.000375154 0.000667753 0.000845919 -0.0004216 0.00141476 0.000240286 -0.00192852 0.000357102 -0.00303607 -0.000338103 -0.00349439 -0.00257473 0.000588181 -0.00353553 0.000904527 0.00188063 0.00209515 0.00161667 0.00140784 0.000571239 0.00139602 0.00242615 -0.000755771 0.000425695 -0.000619694 -0.00346022 0.00138938 0.000924367 0.00151399 0.00340292
internal_weight=557.182 519.558 492.497 152.559 339.937 96.5432 33.436 117.548 35.011 13.7274 8.13893 27.0613 113.429 8.08162 105.347 243.394 224.162 164.116 157.133 86.2629 77.1052 70.8704 33.1266 22.4565 19.2324 8.2754 63.1072 56.5083 51.8539 60.0457
internal_count=4034 3057 2622 1126 1496 588 325 661 465 122 103 435 597 121 476 908 812 594 579 350 282 229 191 83 96 58 263 248 207 218
is_linear=0
shrinkage=0.00503385


Tree=114
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 3 1 1 0 0 1 2 2 1 1 1 4 3 3 1 4 2 1 4 4 3 3 2 3 3
split_gain=18.0284 8.82114 12.5964 8.91715 6.36378 5.8477 5.37966 6.69346 6.08155 4.46512 7.66765 5.52441 7.37173 7.3243 7.18057 4.63856 3.96075 4.57181 3.86467 4.50602 3.81411 5.1074 5.14172 4.85344 3.60412 4.4715 5.63683 4.58336 4.38445 3.81284
threshold=103.48144189910001 70.206395618550019 85.705356740550016 96.039789794050009 0.10184000000000003 -0.10747999999999999 71.096275259700022 70.776348742200014 95.262825394300009 97.878695155250014 78.10777406390001 -0.59681499999999998 -0.092710000000000001 83.116371560950014 81.320481529800006 81.479100559500012 35.171584490050009 0.11531000000000002 0.076615000000000016 72.187789260650007 48.226196960950006 -0.14138499999999998 62.052302108850007 41.898943182100005 44.421469061800003 0.080135000000000026 1.0000000180025095e-35 0.12427500000000002 0.080395000000000022 0.093325000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 20 -5 7 8 -3 -7 -11 -12 13 -13 -14 -16 -6 -18 19 -8 21 -1 23 -23 25 26 27 -4 -26 -27
right_child=-2 3 24 5 16 9 18 -9 -10 10 11 12 14 -15 15 -17 17 -19 -20 -21 -22 22 -24 -25 28 29 -28 -29 -30 -31
leaf_value=-0.0071427162379487184 -0.0059977984947945677 -0.0090720423077473925 0.00062019185124875277 -0.0093122561622076966 0.0091816638756811314 0.0025912181373283706 0.0063526810136231458 0.0061925738847967982 0.0078869858594254709 -0.0040578388628486877 0.0083095519323463131 -0.010218952341994492 0.0041730187299245033 0.0050050422540250158 0.0041071236663868492 -0.010795397550741102 0.0038398540833159455 -0.0063230137024808484 -0.0092271653336574964 -0.0088057035402247207 0.0014605554750284216 0.0019974278859009207 -0.0094720091413427118 -0.0044372047335327217 -0.010977076871428836 0.00088050525882654089 0.0068982327301016213 0.0087507276910567984 0.0011093263465206597 0.0030838652824638785
leaf_weight=15.195625375956295 25.114956639707088 5.9245265331119317 24.736709374934438 3.8462564703077069 4.7519898712635067 43.048181064426899 2.4935993403196361 5.4002528451383114 1.6956399157643316 25.858385499566793 6.126273736357688 6.7615901585668308 23.258590050041679 2.7804220728576183 1.9853072762489308 3.7844877317547798 9.1198543794453126 3.9571979045867911 14.063643030822275 2.3987917844206095 13.13961625099182 18.787166530266408 4.5814969539642325 11.961152007803319 2.6892901547253114 97.719713017344475 29.611013539135456 5.2380554378032675 6.1516834869980812 98.142307616770267
leaf_count=369 920 98 97 67 14 172 15 19 5 200 16 116 84 11 8 44 35 32 266 62 53 107 79 186 36 411 121 13 31 347
internal_value=0.000528616 0.000859609 0.00155237 -0.000743497 -0.00116158 0.00026296 -0.00444021 -0.000532441 -0.00529832 0.000587147 -0.000635609 0.00134426 0.000237932 -0.00578287 0.00221705 -0.00566764 0.00300794 0.000764507 -0.00712436 -0.00107964 -0.00232924 -0.00331481 -0.00166839 -0.000505656 0.00238923 0.00256077 0.00445479 0.00204099 -0.00256717 0.00198456
internal_weight=520.324 495.209 345.783 149.426 81.4941 117.449 31.9765 13.0204 7.62017 113.603 70.5551 44.6967 38.5704 9.54201 29.0284 5.7698 17.829 13.0771 18.956 4.89239 63.6651 50.5254 35.3298 30.7483 264.289 255.448 59.5858 29.9748 8.84097 195.862
internal_count=4034 3114 1931 1183 875 718 465 122 103 651 479 279 263 127 136 52 81 67 343 77 794 741 372 293 1056 989 231 110 67 758
is_linear=0
shrinkage=0.00789597


Tree=115
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 4 2 2 3 4 1 0 3 4 2 4 2 3 4 3 4 0 0 4 2 4 0 3 0 0
split_gain=10.3587 3.89926 5.65118 6.56097 4.23818 4.03923 4.10143 5.56338 3.87917 3.76819 8.90909 5.87778 7.68901 7.56074 7.22992 6.6309 6.62017 5.05552 5.69267 4.85888 3.77115 3.58162 4.55918 3.58089 3.54814 5.35277 6.38233 3.36106 3.31525 6.87062
threshold=102.89804648475001 76.451683855550016 66.590419433100024 90.297243227400017 43.680097826700013 44.952171034750002 -0.23349 -0.23375499999999999 0.087905000000000025 38.400997490450003 65.020359884900017 86.329079026800017 0.080770000000000022 41.942745071500006 -0.097294999999999993 41.385032804600009 0.13006000000000004 0.092835000000000015 42.094663496250007 0.085665000000000033 41.319407281650008 85.764502819450016 85.57631075030001 47.927946529500012 -0.086139999999999994 40.00488309970001 107.57327517365 0.10507500000000002 91.937202686950016 90.767723400200012
decision_type=2 2 2 2 2 2 2 2 2 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 28 27 7 -7 -6 19 11 13 -13 15 -15 16 -11 18 20 -3 -14 22 -16 -10 -2 -26 -27 -1 29 -4
right_child=24 2 4 -5 8 6 -8 -9 23 10 -12 12 17 14 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.015727560450915348 -0.015857814185517228 -0.0030574788376632688 0.0018294689067962116 0.011722985295552029 -0.010581362427672129 0.0046652533796479809 0.010849109408910939 -0.021231528601663281 -0.0080781554376625868 -0.0035258143823426952 -0.018834508712204996 0.011630231285395309 -0.0011115727121363583 0.0014022348037235723 -0.016794457053984 0.0090098845480848736 0.01353038984856801 0.0060455845158834997 0.0038153203463502454 0.0098081288969620525 -0.015683310687741508 -0.019475806252035242 0.0023075480446533739 0.013145765579712946 -0.015889501053568671 0.012126860451693436 -0.015038334459394589 0.017063546148235569 0.00094418020519403622 -0.021397286258178515
leaf_weight=7.6684832852333802 9.3577405624091643 8.2725883275270444 7.0178947336971742 17.039573460817337 15.21347274631262 4.0924530308693647 4.812452703714369 3.1489835381507874 3.3550540395081034 33.678606722503901 4.5196253545582286 24.700677532702684 7.4174731895327586 15.366501607000826 5.0183615777641553 21.832638127729297 5.7095022052526465 32.924085058271885 16.507125847041607 26.37420067191124 7.8342316150665283 8.1154161952435953 5.7537244316190481 3.4683643877506256 5.1377642545849076 5.5866061449050886 2.778010681271553 0.73483097553253163 152.9720641002059 4.4738373756408691
leaf_count=352 507 50 42 64 367 26 28 27 33 155 47 118 32 128 98 79 16 118 62 99 49 70 50 13 209 36 208 2 899 50
internal_value=0.000690806 0.00118152 0.0014804 0.0029615 -0.000434011 -0.00506532 0.000368796 -0.00659612 -0.00646587 0.00229509 0.00148259 0.00197932 0.00467858 -0.000547722 -0.00605799 0.00253536 -0.00105343 0.00202393 -0.00214529 0.00673622 -0.00859653 -0.0121275 -0.00659145 0.00271003 -0.0089264 -0.00412262 0.0031049 -0.0128601 0.000374211 -0.00721292
internal_weight=470.882 448.022 427.565 241.064 186.501 20.4572 12.0539 7.24144 22.0369 224.025 189.378 184.858 89.3836 95.4748 34.254 61.2207 39.3881 64.6829 31.7588 34.6468 15.2517 18.8875 10.7721 6.82342 22.8601 13.5024 8.36462 8.40331 164.464 11.4917
internal_count=4034 3074 2639 1235 1404 435 81 53 413 1171 1022 975 379 596 346 250 171 261 143 149 81 218 148 46 960 453 244 354 991 92
is_linear=0
shrinkage=0.0146468


Tree=116
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 3 1 1 0 0 1 2 1 2 1 2 1 4 2 1 4 4 2 2 1 3 3 1 2 2
split_gain=14.6579 6.68717 9.99215 8.51661 5.47631 5.05444 4.83052 7.70351 4.75574 4.5568 9.32012 5.10333 6.0292 5.48104 7.55651 4.47764 4.21806 4.0176 4.55739 4.80401 4.2569 3.7558 3.65279 5.83273 3.19504 6.82517 3.16513 4.30332 3.09468 5.06707
threshold=102.89804648475001 70.206395618550019 85.705356740550016 96.163458868000006 0.10184000000000003 -0.10747999999999999 71.096275259700022 70.776348742200014 95.262825394300009 97.878695155250014 78.10777406390001 -0.59681499999999998 81.479100559500012 -0.041369999999999997 80.468240302450013 -0.11963999999999998 83.116371560950014 48.226196960950006 -0.14138499999999998 62.052302108850007 41.898943182100005 35.171584490050009 -0.14429 -0.58994000000000002 72.752365468100024 0.09180000000000002 0.076615000000000016 72.187789260650007 -0.086139999999999994 -0.085584999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 17 -5 7 8 -3 22 24 -12 13 14 -13 16 -14 18 -1 20 -20 -6 23 -7 -11 -26 27 -8 -2 -30
right_child=28 3 -4 5 21 9 26 -9 -10 10 11 12 15 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.007547318503764726 -0.0092311985382844217 -0.0097970436114218681 0.0023770938564387678 -0.0098895384595952349 0.0098863741180547863 0.0061841152155845749 0.006820524833313398 0.0073910922431805696 0.0059295448306852924 0.0023669220149034626 0.0094768808802836637 -0.0093618553531737564 -0.0091126339760456265 0.0057917336844153147 0.0063751715961003694 -0.01159527652375408 0.0093778670573811933 0.0019408364706293482 0.0020946019998704015 -0.010149684756192894 -0.0046361459600057697 0.00074720307615256277 0.0042961228988463189 -0.0090414277947283364 -0.00062105238390665265 -0.010306091060166337 -0.0089613950650493691 -0.0095910298762822126 0.017324395703321446 -0.0044220187526250176
leaf_weight=14.19483026769012 10.762172754853966 5.7552170865237695 254.76184156164527 3.32370401918888 4.4724470078945187 3.2951308786869049 2.4751356467604664 5.4249462150037289 1.8636471107602117 4.0526687614619759 5.7658746540546408 5.1316185221075994 1.611949607729912 16.192223295569423 3.9560237973928452 4.3394819386303407 2.0543848499655724 12.63972534239292 17.824927171692256 4.3453481066972008 11.203266827389596 12.474329873919485 33.080741494894028 4.1774272620677939 9.7445920780301112 11.751459203660486 15.409607833251355 2.2179286498576403 0.830364890396594 14.188215390779076
leaf_count=369 507 98 1056 65 14 10 15 19 7 36 14 47 56 57 11 51 5 53 107 79 186 67 114 34 57 107 278 62 4 449
internal_value=0.000553844 0.000895908 0.00156009 -0.000660711 -0.00113761 0.000499155 -0.00445656 -0.000401513 -0.00595017 0.000827522 -0.000583737 0.00204503 0.000757655 0.00280697 -0.00251123 -0.00571345 0.00124829 -0.00234701 -0.00348636 -0.00175911 -0.000503092 0.00315913 0.00307562 -0.00232751 -0.00460184 -0.00591567 -0.00708772 -0.000935529 -0.00572919 -0.00321968
internal_weight=499.321 473.54 331.917 141.624 77.1549 108.477 33.1465 13.0438 7.61886 105.154 64.6003 39.0516 33.2857 25.2799 9.08764 8.00582 3.66633 60.2081 47.5684 33.3735 29.0282 16.9468 40.5533 7.47256 25.5487 21.4961 20.1027 4.69306 25.7808 15.0186
internal_count=4034 3074 1931 1143 875 664 479 124 105 599 441 241 227 115 58 112 61 794 741 372 293 81 158 44 200 164 355 77 960 453
is_linear=0
shrinkage=0.00855644


Tree=117
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 0 4 3 1 2 2 3 3 2 0 4 4 4 4 1 4 0 3 2 2 2 4 3 3 2
split_gain=19.4397 7.80689 9.31595 7.81254 7.11815 6.80097 6.96762 4.60228 7.78337 11.0024 7.25419 4.48177 5.96146 5.24238 6.62962 4.92091 4.58224 5.88181 6.88785 4.21016 4.45218 4.39584 4.11342 3.94647 5.83458 7.51954 7.54783 5.74556 5.99029 6.78692
threshold=102.89804648475001 42.719328117250008 75.462331263550013 64.407391431150018 65.29995953045001 86.643628628100018 41.975471476700008 0.081765000000000018 62.213609596700003 -0.06828999999999999 -0.083424999999999985 1.0000000180025095e-35 -0.15572 -0.13734499999999997 85.791387400750025 48.226196960950006 49.283271594150008 47.927946529500012 44.952171034750002 66.590419433100024 43.157831852650006 86.89903215050002 -0.25280999999999998 -0.061874999999999999 -0.011675 0.048475000000000011 38.179089776100007 0.12535000000000004 0.083950000000000011 -0.08786999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 -7 9 10 -9 12 15 16 -15 -3 17 18 -13 20 21 -16 -17 27 -25 26 -26 28 -6 -30
right_child=-2 11 3 4 23 7 -8 8 -10 -11 -12 13 -14 14 19 22 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.006347159276619334 -0.0043400379783538074 -0.0048282437239437776 0.0018324807495831283 -0.0065512273604336931 -0.0031307674733496958 0.0056616561045954601 -0.0024871193969866266 8.730635158458784e-05 0.0050586628139854071 0.0043965350044813381 -0.010005715780028403 0.0033337026127336607 -0.0076214992825511824 -0.0057763637466439694 0.0017973467097376174 -0.0022824585956542536 -0.0042060343535140652 0.0080387211754018514 -0.0052105521504595426 -0.0022782170004469453 0.0036968676537394401 -0.0053849998712413383 0.0057562270170781809 0.0036331915233350407 0.0027835029056231409 0.0012357988245861771 -0.0097722042411146504 -0.0078272344082515374 0.0017222029786383339 -0.0023242943198234305
leaf_weight=6.0737777035683385 29.860775660723448 7.1505979094654384 100.51118129491806 5.2932572178542605 17.943373296409845 26.043553456664085 15.905608683824537 5.6973116099834442 20.173168241977692 9.70272598415613 4.8464458584785479 14.326806969940671 7.2946902345865956 9.4906357377767545 7.4268356785178202 4.5520419515669346 3.7811205834150305 6.2788924723863593 4.5784692056477061 20.801037540659308 14.160691574215887 5.4211576879024506 4.8192016035318357 31.132281232625246 2.7570891454815856 49.183408919721842 4.8721769340336323 3.5289293751120558 62.470165438950062 20.162520155310631
leaf_count=253 960 137 389 46 127 108 115 21 62 29 36 63 136 123 30 25 72 13 72 270 44 30 15 105 10 240 51 40 279 133
internal_value=0.000412056 0.000697928 0.00110391 0.00122293 0.000386129 0.00212592 0.00124231 0.00367365 0.00239272 -0.00026357 -0.00455196 -0.000726728 -0.00305547 -8.38001e-05 -0.00114667 -0.00103949 0.00201882 0.00295341 0.00126446 -0.00022764 0.00135163 -0.00123321 0.00185147 0.000577335 0.00152314 0.000366877 -0.00523478 -0.000221657 4.52011e-05 0.000734851
internal_weight=526.24 496.379 386.297 380.223 197.343 182.88 116.417 66.4632 40.4197 20.2465 10.5438 110.082 23.8165 86.2656 57.3004 16.5218 28.9653 25.1842 18.9053 47.8097 27.0087 12.848 9.37124 192.05 87.945 56.8127 7.62927 104.105 100.576 82.6327
internal_count=4034 3074 2044 1791 1031 760 504 256 148 86 57 1030 313 717 497 177 220 148 135 374 104 60 40 985 406 301 61 579 539 412
is_linear=0
shrinkage=0.00606423


Tree=118
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 1 1 0 3 4 3 4 2 4 2 1 4 3 1 3 1 3 1 2 4 0 4 4 3 3
split_gain=15.4094 6.8117 10.4637 8.49113 5.87142 5.62668 7.00068 5.61141 5.44632 4.09517 4.60479 4.04095 5.26384 4.00291 4.88406 5.02123 4.62571 3.66909 3.99814 3.39994 4.4912 4.16413 4.52779 3.30239 5.35645 7.1474 3.10325 4.39924 3.79883 4.78692
threshold=102.89804648475001 70.206395618550019 85.705356740550016 96.039789794050009 0.10184000000000003 71.096275259700022 70.776348742200014 95.262825394300009 -0.10747999999999999 35.171584490050009 0.11531000000000002 43.940903692500008 -0.25236500000000001 48.226196960950006 -0.14138499999999998 62.052302108850007 41.898943182100005 0.076615000000000016 72.187789260650007 0.09450500000000002 78.10777406390001 0.097970000000000015 77.00281777230002 -0.086139999999999994 40.00488309970001 107.57327517365 44.421469061800003 47.927946529500012 0.080135000000000026 0.079220000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 13 6 7 -3 -5 -6 -11 19 -13 14 -1 16 -16 18 -7 -10 21 -21 -23 -2 -25 -26 28 -28 29 -4
right_child=23 3 26 8 9 17 -8 -9 11 10 -12 12 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0086196174667971647 -0.010450256160232827 -0.011017340413107946 0.0034058144509968098 -0.011293106646079604 0.011265739232829622 0.0070063226428195716 0.0080280304656706672 0.0092615991659127078 0.0026409293713654434 0.00462106187037263 -0.0079575366013635122 0.0091321035077074376 -0.011191364854445088 0.0020674492343654748 0.0024939341309454808 -0.011521128517377294 -0.0052942316837637591 -0.011272881140631023 -0.010841917785405525 -0.014253186576366489 0.0032776053814506309 0.00039026373040754907 -0.012436229788525483 -0.010553886576591754 0.0076086382863786587 -0.0099461892448118438 -0.0096048397675718745 0.004174338918284959 0.0022958328863242998 0.0096945335439146858
leaf_weight=14.496898918412624 11.25998190790415 5.6505313366651553 40.703843787312508 3.5091223418712607 4.7874351441860226 2.4925178624689606 5.3945232965052128 1.6362600550055502 66.952027253806591 8.9414446614682657 3.8808577582240096 1.5505310073494909 5.0272223372012368 13.150696903467177 18.304801668971781 4.4329500067979088 11.576028706505893 13.29579998552799 2.1946288738399744 3.146939784288409 12.699229560792444 13.017875362187626 3.1853423193097106 6.1415365496650329 5.7890592403709871 3.4371012384071946 4.455727079883216 4.171784445643425 192.2251748368144 15.557043671607969
leaf_count=369 507 98 155 65 14 15 19 5 296 35 32 5 118 53 107 79 186 266 62 27 58 70 39 209 36 208 50 17 758 76
internal_value=0.000655913 0.0010549 0.00179775 -0.000734755 -0.00125807 -0.00521795 -0.000299026 -0.00646367 0.000525452 0.00365541 0.000813965 0.000918265 -0.00640065 -0.00265451 -0.00392671 -0.00194405 -0.000523252 -0.00868671 -0.00135063 0.00140454 -0.00117831 -0.00410266 -0.00213126 -0.00648295 -0.00357609 0.00106879 0.00274347 -0.002942 0.00294087 0.00514475
internal_weight=503.065 476.437 336.685 139.753 79.5711 30.6643 12.6813 7.28679 109.088 17.6097 12.8223 105.579 6.57775 61.9614 48.8107 34.3138 29.8808 17.9829 4.68715 99.0014 32.0494 19.3502 16.2032 26.6277 15.3677 9.22616 257.114 8.62751 248.486 56.2609
internal_count=4034 3074 1931 1143 875 465 122 103 678 81 67 613 123 794 741 372 293 343 77 490 194 136 109 960 453 244 1056 67 989 231
is_linear=0
shrinkage=0.009643


Tree=119
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 4 4 2 1 2 4 2 4 0 3 4 3 0 3 2 2 2 1 0 1 4 3 2 1 2
split_gain=10.3215 4.10426 6.68983 6.12636 4.3736 3.50614 3.37448 4.05658 4.46004 3.32125 3.62791 3.28232 4.83159 5.78427 3.14691 3.05795 4.98007 3.57051 3.04005 3.00381 2.98375 4.62035 3.575 4.212 3.85977 5.51691 6.23131 4.46348 8.372 6.23518
threshold=102.89804648475001 70.171445662850019 85.705356740550016 94.773526014550015 0.10184000000000003 35.171584490050009 48.226196960950006 -0.14138499999999998 62.052302108850007 -0.13509999999999997 41.898943182100005 -0.086139999999999994 40.00488309970001 107.57327517365 -0.10747999999999999 39.110279783550006 0.087555000000000022 94.203572890950014 0.10608500000000003 -0.59502499999999992 -0.048954999999999992 0.22598000000000004 83.116371560950014 100.15850764985002 75.408562100950022 40.750688432250008 0.092650000000000024 -0.095854999999999996 73.037342029850024 -0.076484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 19 9 -9 -11 -2 -13 -14 -5 -3 -17 -18 -7 -1 22 -22 23 24 27 26 -26 28 -16 -29
right_child=11 3 -4 14 5 18 -8 8 -10 10 -12 12 13 -15 20 16 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.020169887373010953 -0.023614638962379277 -0.032455726628156351 0.0049820691633283235 -0.017335983355069612 0.024988382108103991 0.013304499331262645 0.0046154204554017132 0.025943084938673283 -0.025948149468021989 0.0031851567889933773 -0.014005406479130112 -0.023689579097207099 0.016211792530978562 -0.022524140133823679 0.012628301242163079 -0.024056731831099364 0.020932489501507907 -0.011002483299812812 -0.0087021358187314192 -0.021637398120525574 0.0084630402191578046 -0.011610542297135269 0.015813587014063393 -0.014383402305896803 0.0074881576784616658 0.013907919967008037 -0.029434478372949664 -0.029098220367616227 -0.020205127486820261 0.0016246576548558862
leaf_weight=0.88991918787360091 9.082038030028345 3.4379075709730413 238.75189254432917 4.6701275799423447 4.0965135395526913 5.6429009996354562 12.429806455969809 2.0467675030231502 3.9341629426926366 16.123804833740003 9.3443060722202045 4.9758331766352049 5.694609768688677 2.7570127407088876 11.253715850412847 5.7884801905602199 3.117873789742589 3.6764090713113546 6.5200790911912918 11.93194595351815 37.818557221442461 6.4708589762449256 5.2128290757536879 12.809721067547796 5.4013253673911112 15.661096729338167 3.7192847989499569 7.1645855195820332 5.606773614883422 5.7283069379627722
leaf_count=3 507 49 1041 85 14 20 53 6 79 105 182 209 36 208 73 187 16 57 47 366 166 61 17 148 26 62 43 88 49 31
internal_value=0.00108378 0.00181059 0.00320432 -0.00134812 -0.00261312 0.00742352 -0.00549123 -0.00832884 -0.00408594 -0.000960008 -0.0031221 -0.0134221 -0.00652804 0.0035757 0.000334095 -0.0141078 -0.00909472 0.00365237 0.00150764 -0.0187357 0.00104033 0.00553021 -0.00170031 -0.00305597 -0.000395275 0.00600379 -0.00756849 -0.00572508 0.0017099 -0.0154481
internal_weight=471.759 449.25 311.712 137.538 72.9602 16.2595 56.7007 44.2709 31.449 27.5149 25.4681 22.5095 13.4275 8.45162 121.517 16.0207 12.5828 6.79428 12.163 12.8219 116.847 44.2894 72.5576 67.3448 54.5351 24.7817 9.12061 29.7534 16.8605 12.8929
internal_count=4034 3074 1916 1158 875 81 794 741 372 293 287 960 453 244 849 309 260 73 67 369 764 227 537 520 372 131 69 241 122 119
is_linear=0
shrinkage=0.0219518


Tree=120
num_leaves=31
num_cat=0
split_feature=0 1 0 0 4 4 0 4 2 0 1 2 1 1 0 4 1 2 1 0 3 3 2 0 2 0 0 1 0 0
split_gain=18.4517 8.80284 12.5011 9.85902 6.00073 5.3784 8.57953 7.12644 5.37365 5.10291 10.0275 4.84386 4.81265 7.56573 5.08139 4.30991 4.29479 8.22852 5.29916 7.6173 4.28532 5.45545 15.6071 5.43113 6.79835 5.8321 8.91638 5.11282 4.17305 6.99541
threshold=102.70985441565001 70.206395618550019 85.995710218650018 96.163458868000006 43.89540535710001 41.872294782850005 75.462331263550013 47.927946529500012 -0.25236500000000001 97.878695155250014 78.10777406390001 -0.59681499999999998 71.096275259700022 70.776348742200014 95.262825394300009 44.262924377150007 81.479100559500012 -0.11963999999999998 80.468240302450013 102.64264296240002 0.080515000000000017 0.093325000000000033 0.0023400000000000005 86.103248543850015 -0.093879999999999991 87.350693116400024 86.89903215050002 64.730006406800015 85.812895065800021 85.791387400750025
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 -1 28 -6 -5 -11 -12 13 14 -3 20 18 -18 19 -13 -4 22 23 -22 -25 26 -26 -27 29 -7
right_child=-2 3 15 4 8 7 -8 -9 -10 10 11 16 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.0065481987240180953 -0.0042244190832628264 -0.0071651228471981306 0.0037572212809317278 0.0025084655481180471 0.0054040894173475566 -0.0034534351063100119 0.0014730878781026742 0.0018630862121293368 -0.0072073050982110389 -0.0034119571097287172 0.0067725957979662575 -0.0046876417602532503 -0.0052772108506751875 0.0051138965690143805 0.0045516417885288363 -0.0023195714368964308 0.0056245032630451832 -0.0085839342683792091 0.0045490800595719191 0.0062864643035444607 0.0062329364034316168 0.0029415759835856744 -0.0076277618414898529 0.0031622038641130373 -0.00094342862789697395 0.0044018671303624295 -0.011193219099286439 -0.0017676186212227457 -0.0090262673538260788 0.0075471039705060673
leaf_weight=5.6576285492628804 30.678403502330184 6.0693344138562662 56.820662163197994 40.336636751890182 1.6305902600288389 28.863814936950806 59.88035562261939 13.802137672901152 6.6568797416985017 24.764613792300224 6.0837172269821158 7.7606462016701752 21.228254219517112 5.479883186519146 1.8791461810469625 8.1892947405576688 2.4290348291397095 4.5209337063133708 13.532884024083613 3.5844577252864838 8.5049682855606061 81.177446015179157 7.9327322691678992 30.860502831637852 14.784660860896119 11.220784924924375 4.2318226546049109 9.7165019959211332 4.4768114499747744 2.4296002686023703
leaf_count=223 977 98 220 146 5 436 265 54 137 180 14 54 355 19 7 59 8 50 42 11 26 271 61 99 62 34 32 44 40 5
internal_value=0.000461088 0.000751769 0.00128933 -0.00053195 0.000371022 -0.000389847 0.000780643 -0.00193731 -0.00472597 0.000781078 -0.000330618 0.00168217 -0.00343186 -0.00051464 -0.00439509 0.00211735 0.000709167 -0.00361804 0.00191803 -0.0012204 0.00227866 0.00177986 0.000699015 0.00153178 0.000967157 -0.000728308 -0.00322436 0.00153875 -0.00340372 -0.00259936
internal_weight=525.185 494.507 348.55 145.957 111.3 115.11 65.538 49.5724 8.28747 103.013 62.6763 37.9117 34.6566 13.4284 7.94848 233.439 31.828 6.94997 24.878 11.3451 225.25 168.429 87.252 79.3192 70.8143 39.9538 19.0165 20.9373 35.7702 31.2934
internal_count=4034 3057 1931 1126 647 1023 488 535 142 505 359 179 479 124 105 908 165 58 107 65 849 629 358 297 271 172 94 78 481 441
is_linear=0
shrinkage=0.00622623


Tree=121
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 2 2 1 1 1 0 4 0 4 1 1 4 1 1 0 3 2 2 1 1 0 4 4 3
split_gain=24.0729 15.8535 12.947 10.1681 8.01252 8.60081 7.93492 9.68561 7.81732 7.35945 5.73161 8.01033 5.66413 9.40025 7.19676 5.58661 9.79612 5.46741 5.71207 10.6879 6.9457 7.30235 6.52339 6.2048 5.4083 8.04282 5.04356 5.00781 7.91155 5.29632
threshold=70.206395618550019 85.995710218650018 83.740093847200015 96.163458868000006 97.878695155250014 78.10777406390001 -0.59681499999999998 -0.092710000000000001 81.479100559500012 83.116371560950014 64.407391431150018 89.415428960600011 41.942745071500006 75.462331263550013 47.927946529500012 71.096275259700022 70.776348742200014 36.620308449100001 66.351146659450009 66.590419433100024 93.692765846100016 0.090735000000000024 -0.102645 0.15844000000000005 62.095317438950012 62.041548276350007 95.262825394300009 41.50623664750001 42.824128352900011 0.092465000000000033
decision_type=2 2 2 2 2 2 2 2 2 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 15 -5 -6 -7 9 -9 -8 24 -12 13 -1 -14 16 26 -13 -19 -20 22 -22 -21 -24 25 27 -2 -3 29 -29
right_child=2 10 -4 4 5 6 7 8 -10 -11 11 17 14 -15 -16 -17 -18 18 19 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0052357793910911736 -0.0057992017007013792 0.0037717543087382671 -0.0047205382777979511 0.001797855740205357 -0.002948117297732243 0.0056987344450632653 -0.0059815432197173951 0.002036096122878253 -0.0040812806916266237 0.0034439638969329302 -0.0048165371720415781 0.0033749955612397383 -0.0028372474421828847 0.0011286191107846202 0.0013608020466145596 -0.004373324537402374 0.0046884639578758554 -0.0029324073546830596 0.0055421472590110495 0.0013379841741193712 -0.0018646863500439239 0.0042514050298586483 -0.0067435995792254093 -0.0002831475813588457 0.0033716547415858357 -0.0014151305274622897 0.003347966246683346 0.00073537995978502379 0.0035009253944057214 -0.0062565273488555829
leaf_weight=6.2674787007272235 6.63303787820041 30.064991571009159 21.02849018573761 43.632045280188322 30.066643871366978 6.0694537833333007 10.01136086322367 29.999577142298222 6.1975813917815676 2.5571959745138875 5.6423075608909121 22.770692393183708 35.117893774062395 63.739376548677683 14.06153844296932 23.112995728850365 5.5891944505274287 9.8122462630271894 11.063667468726633 10.532002728432415 7.2341504693031338 14.266188800334929 7.95154817402363 6.7656955271959305 77.800008684396744 17.720021173357964 1.9086758419871328 5.9644377306103724 11.701989576220511 4.8139718919992447
leaf_count=227 98 88 757 169 249 21 188 143 86 11 33 65 466 276 54 355 19 45 27 45 41 37 51 38 268 81 7 22 34 33
internal_value=0.000391404 0.00113525 -0.00105518 -0.000590237 7.0828e-05 -0.000816712 0.000351958 -0.00031351 0.000988695 -0.00406383 0.00185906 0.000915606 -0.000347195 0.000558836 -0.00163693 -0.00287167 -0.000415501 0.00127339 0.000565745 0.00115946 0.000122265 0.00219354 -0.00164148 -0.00377365 0.00247101 0.00147379 -0.00375523 0.00244803 0.000677709 -0.00238742
internal_weight=550.096 363.29 186.806 165.778 128.534 84.9018 54.8352 48.7657 36.1972 12.5686 244.104 96.0385 119.186 70.0069 49.1794 37.2439 14.1309 90.3962 67.6255 57.8133 46.7496 21.5003 25.2492 14.7172 148.065 70.2654 8.54171 52.5454 22.4804 10.7784
internal_count=4034 1931 2103 1346 867 698 449 428 229 199 908 382 1023 503 520 479 124 349 284 239 212 78 134 89 526 258 105 177 89 55
is_linear=0
shrinkage=0.0049587


Tree=122
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 1 1 4 2 4 3 3 3 1 1 0 3 2 4 2 1 4 2 3 4 4 1 3 4
split_gain=29.6944 19.7587 13.8892 11.4644 9.11944 8.51203 8.14839 8.02418 7.5173 5.74758 5.49396 5.52973 5.82339 5.50697 5.37157 6.52297 5.75008 5.27841 14.3959 10.2558 8.07588 5.64381 4.75788 6.60463 7.55337 4.71341 4.7066 6.24282 4.80912 5.83337
threshold=70.206395618550019 85.667718326750006 103.48144189910001 96.039789794050009 61.87486387225001 60.613977009100005 58.167480110400007 57.041016153700006 43.89540535710001 -0.25236500000000001 44.421469061800003 0.080135000000000026 1.0000000180025095e-35 0.080395000000000022 71.096275259700022 70.776348742200014 95.262825394300009 0.093325000000000033 -0.018034999999999999 40.467253020850002 0.15607500000000005 61.93938686740001 42.066503896600004 -0.011675 0.097015000000000032 38.064633603500006 38.244973486750006 73.037342029850024 0.10065000000000003 40.206947806850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 14 5 6 7 -1 26 -10 11 12 -3 -12 15 16 -2 18 21 20 -20 -13 -19 24 -24 -7 27 -5 -28 -30
right_child=2 10 -4 8 -6 25 -8 -9 9 -11 13 17 -14 -15 -16 -17 -18 22 19 -21 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0018116167201151214 -0.0059901672484720626 0.0017857434942336829 -0.0043788532578804291 0.0029529354037727794 -0.0038066946484804705 0.0052079399318609347 -0.0060539347853898464 0.0038061242169602364 0.0047254064607280171 -0.0060604437858972704 -0.0072924384869114357 -0.0031318418498903662 0.0048238588964264811 0.00084396990435397839 -0.0048752400133100495 0.0036893958766718838 0.0048730332705155376 0.0030038688931779971 0.0030625817944440847 -0.0097477033694552215 -0.0058320955283823602 0.0019821253928941972 0.0047955762110827469 0.0056059069814178818 -0.0032741660599559012 4.5677372001756056e-05 0.0015533919807389012 -0.0035295802353099595 -0.0076863145939069788 0.00013852509245974219
leaf_weight=22.773304022848606 6.1999025009572488 32.929960288107395 31.281182933598757 5.5351869538426426 22.042842147871852 10.811584014445545 7.7170673087239257 9.7999217472970468 1.5991196557879446 7.9502661377191526 3.3314487785100919 6.2314872667193404 35.146754167973995 6.8521095216274261 20.949408637359738 5.4754993245005608 1.6657958477735517 87.787915870547295 6.2310450524091738 5.1038841605186454 4.9246643111109734 87.056353442370892 4.1613449379801812 4.8663361370563498 12.557662121951578 8.5236441045999509 77.165252566337585 14.463535394519566 3.3856981098651877 10.621149338781832
leaf_count=289 98 114 920 21 334 33 96 46 5 148 38 31 122 33 343 19 5 262 18 40 39 305 11 12 71 37 323 131 32 58
internal_value=0.000473292 0.0013077 -0.00122358 -0.000586851 -0.00095374 0.000100964 -0.00125776 -0.000121473 0.000165547 -0.00425427 0.00192917 0.00206212 0.00335427 -0.00181777 -0.00323567 -0.000661087 -0.00368956 0.00166031 0.000854894 -0.00365256 -0.000863955 0.00164052 0.002467 0.000283544 -0.00126561 0.00293223 0.000545201 -0.00173537 0.00104545 -0.00175287
internal_weight=565.141 378.849 186.292 155.011 81.6684 59.6255 40.2903 32.5732 120.72 9.54939 297.181 286.997 68.0767 10.1836 34.2906 13.3412 7.8657 218.921 109.547 16.2596 11.1557 93.2878 109.373 21.5853 16.719 19.3352 111.171 19.9987 91.1721 14.0068
internal_count=4034 1931 2103 1183 835 501 431 335 718 153 1096 1025 236 71 465 122 103 789 433 97 57 336 356 94 82 70 565 152 413 90
is_linear=0
shrinkage=0.00519105


Tree=123
num_leaves=31
num_cat=0
split_feature=0 1 0 0 4 2 0 1 4 0 4 1 1 1 0 4 1 4 2 2 1 1 2 1 1 0 3 2 2 0
split_gain=20.2557 9.93893 13.6592 9.50456 6.56996 5.84589 5.65531 8.56737 5.57283 8.51464 6.67083 5.40599 9.29652 5.2475 7.31034 5.25453 5.11306 7.14675 4.87779 6.27871 6.99886 5.58307 4.82109 4.76635 9.81073 5.90365 7.22782 6.40988 5.94741 4.7414
threshold=103.48144189910001 70.206395618550019 85.995710218650018 96.163458868000006 43.89540535710001 -0.25236500000000001 97.878695155250014 78.10777406390001 41.942745071500006 75.462331263550013 47.927946529500012 71.096275259700022 70.776348742200014 64.407391431150018 89.415428960600011 36.620308449100001 62.095317438950012 41.289992964000007 -0.59681499999999998 -0.092710000000000001 81.320481529800006 83.116371560950014 -0.083424999999999985 66.351146659450009 66.590419433100024 93.692765846100016 0.090735000000000024 -0.102645 0.15844000000000005 95.262825394300009
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 -6 -5 -8 9 -1 -10 12 29 16 -15 -16 17 -4 -9 21 -21 -20 -19 -17 -25 27 -27 -26 -29 -3
right_child=-2 3 13 4 5 -7 7 18 10 -11 -12 -13 -14 14 15 23 -18 22 19 20 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.0055100950764475293 -0.0041339150853435085 -0.0060629357056322013 0.0031945365706774766 0.0021348238421636944 0.0048885894349849843 -0.006117003567477481 -0.0027964374392299846 0.005383528806867691 -0.0029587991497683681 0.0011684882605470801 0.0013728640008180578 -0.0044968653430552084 0.004916576931921309 -0.0049531275043395015 0.0034446916604442294 -0.0028774802803653251 0.0034156020839962915 0.0021151214786017045 -0.0070193344740777401 0.0026926427015230773 -0.0036866863205697897 0.0024585410199389826 -0.0017937691795656152 0.0056966362334484434 0.0014522234652621265 -0.0022192458067873365 0.004323588678722446 -0.0069833065034032383 -0.00023582631055599936 0.0034452205824920166
leaf_weight=5.7243488170206538 25.751529274508357 6.2445817459374648 32.983506754040718 40.543163008987904 1.6217835173010824 7.2514840140938741 24.777356084436178 6.1574760153889647 34.329094860702753 62.231956111267209 13.642969965934752 21.653752753511071 5.5799082852900019 5.5677968598902217 22.173061579465866 9.794992193579672 74.61679794639349 14.713263809680937 5.1367094255983785 24.018552269786603 5.8785778582096091 2.5559698604047298 21.076760739088058 10.329782277345656 10.445431374013422 7.0085541680455234 13.69889874756336 7.9363320767879504 6.5459923297166824 1.8719442784786222
leaf_count=227 920 98 103 146 5 148 180 16 466 276 54 355 19 33 65 45 268 48 55 88 55 11 107 27 45 41 37 51 38 7
internal_value=0.000399767 0.000630446 0.00111449 -0.000483645 0.00023073 -0.00410549 0.000583506 -0.000334344 -0.000359423 0.000605913 -0.0017269 -0.00286706 -0.000290381 0.00183579 0.000869936 0.00123864 0.00246559 0.00143486 0.00106012 0.000351919 0.0014383 -0.00387022 -0.000186826 0.000494805 0.00108502 4.11578e-05 0.00210913 -0.0016767 -0.00393345 -0.00387003
internal_weight=531.862 506.111 352.82 153.291 117.941 8.87327 109.068 68.5246 115.928 67.9563 47.9721 35.3502 13.6964 236.891 93.5008 87.933 143.39 68.7735 43.7473 37.5898 29.8971 7.69268 35.79 65.76 55.965 45.6352 20.7075 24.9278 14.4823 8.11653
internal_count=4034 3114 1931 1183 704 153 551 405 1023 503 520 479 124 908 382 349 526 258 225 209 143 66 155 284 239 212 78 134 89 105
is_linear=0
shrinkage=0.0052403


Tree=124
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 1 0 4 1 1 0 0 3 3 0 3 2 2 2 2 2 1 1 0 0 1 0 2 0 3
split_gain=11.0803 5.48844 6.88687 5.66515 3.72765 3.53891 5.74147 4.55053 4.91994 7.69581 5.21532 6.10909 6.06458 5.23898 4.23802 3.4443 3.23239 4.89557 3.20996 3.19822 6.18478 4.72348 4.47096 4.60241 3.76038 7.54864 4.3971 4.92857 3.49338 4.1571
threshold=83.740093847200015 70.206395618550019 85.995710218650018 94.773526014550015 0.12535000000000004 64.407391431150018 89.415428960600011 36.620308449100001 66.351146659450009 66.590419433100024 93.692765846100016 90.767723400200012 0.090735000000000024 0.085820000000000021 88.606203063300015 -0.10747999999999999 0.20949500000000004 0.22598000000000004 -0.13125999999999996 -0.59502499999999992 -0.14654999999999999 72.187789260650007 81.479100559500012 96.682331287150021 97.878695155250014 78.527173532250018 101.55650587770002 -0.084794999999999995 102.89804648475001 0.09117500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 14 -7 -8 -9 -10 11 -11 -12 -13 -4 -5 -2 -18 -15 -17 21 -21 23 -22 -25 26 27 -26 -27 -30
right_child=16 3 5 4 -6 6 7 8 9 10 12 13 -14 18 -16 19 17 -19 -20 20 22 -23 -24 24 25 28 -28 -29 29 -31
leaf_value=-0.0010370441920924921 -0.019847750916753584 -0.013244098187668755 0.0053581145019846411 -0.014712843564817025 -0.021818940450697134 -0.01685839400140773 0.010717196883162881 -0.012119414136386562 0.01890292881118924 0.012532518593282681 -0.0078308171465098133 0.0013314970101506525 0.014278052919893361 -0.0032371643450641602 0.015198849616930717 0.01038227423580943 0.042359193449945737 -0.019324166527292609 -0.025180380571488043 0.0073338614247183574 -0.005967483095983956 -0.016523620037799659 -0.012106827050850122 0.010095816321852257 0.0015246592461003177 0.012532332494835475 0.0098407492987910884 -0.019763182716705477 0.0090921088393457507 -0.023036551075435986
leaf_weight=106.68606040347368 11.021832145750521 13.036111068911849 110.82792238518596 5.2316265907138577 2.7500263489782801 5.3435926735401145 20.12199317663908 9.0873462185263616 8.498271703720091 4.6964874640107181 6.5317961685359505 7.096253881230953 12.544865310192106 3.2084600999951354 17.550021879374981 10.781298387795685 0.77490952983498473 1.0477050915360449 8.2231382951140386 3.7520200274884727 17.052741946652532 12.263837702572344 7.6427697557955971 28.105692096054554 6.1489969119429544 17.948114607483152 4.2297549694776526 9.7122297808528 3.3894493207335463 2.3684875015169382
leaf_count=1023 693 296 453 118 43 33 65 45 27 14 41 41 37 15 73 45 2 62 64 26 153 169 134 94 33 64 26 85 20 40
internal_value=0.000995522 0.00146659 0.00282393 -0.001545 -0.000384136 0.00475118 0.00181486 0.003062 0.000489847 0.00274548 -0.000500547 -0.00642174 0.00670804 -0.0112263 0.0067034 7.41374e-05 -0.0160521 0.00690136 -0.0190217 0.000701065 -0.000225782 -0.0109346 0.00154972 0.00272304 0.00478412 0.00137547 -0.00701536 -0.0115104 0.00848674 -0.00412379
internal_weight=477.674 464.829 320.416 144.413 131.377 213.73 85.3522 80.0086 59.8866 50.7993 42.301 23.2243 19.0767 18.5279 128.378 128.627 12.8444 1.82261 11.4316 123.395 112.614 16.0159 96.5982 88.9555 71.9027 43.797 20.091 15.8612 23.7061 5.75794
internal_count=4034 3277 1931 1346 1050 908 382 349 284 239 212 134 78 120 526 1007 757 64 79 889 844 195 649 515 362 268 144 118 124 60
is_linear=0
shrinkage=0.0186065


Tree=125
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 4 2 0 4 2 1 1 0 1 1 2 2 4 3 3 2 4 2 0 2 2 4 4 0 3
split_gain=20.3958 9.33939 12.2722 9.54453 6.17052 6.0362 6.00238 5.69597 7.98175 6.45987 4.80466 7.99809 4.981 4.61822 9.45516 5.1396 4.25792 4.2364 4.26945 4.62323 13.9101 7.12225 9.25091 5.19189 5.26854 8.14318 5.22925 10.0592 4.6999 4.18112
threshold=102.70985441565001 76.451683855550016 70.206395618550019 96.163458868000006 44.952171034750002 43.89540535710001 -0.25236500000000001 85.995710218650018 41.942745071500006 -0.12546499999999997 71.096275259700022 70.776348742200014 95.262825394300009 58.167480110400007 60.613977009100005 0.18145000000000003 -0.23783499999999999 44.262924377150007 0.080515000000000017 0.093325000000000033 -0.018034999999999999 40.467253020850002 0.15607500000000005 86.103248543850015 -0.093879999999999991 -0.06828999999999999 43.182896969600009 37.903039192800001 86.565663342300013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 7 10 -1 -5 -7 8 13 16 11 12 -4 -3 -15 -16 -10 18 29 20 23 22 -22 -20 -25 26 27 -26 -29 -9
right_child=-2 2 3 5 -6 6 -8 17 9 -11 -12 -13 -14 14 15 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0050358838982377686 -0.0037021149660491103 0.0056456229954549722 -0.0061163188375622773 0.00067382207926511425 9.684704493888584e-05 0.0051147708903578589 -0.0061387021299200385 0.0016863743302854316 -0.0022599874879640305 -0.0035490626196040998 -0.0044374427595126175 0.0044776020361954917 0.0036905995959782209 -0.0062375975012765065 0.00089614207602895706 0.0056666818190746239 0.0042520229676437536 -0.0018670599919469292 0.0053739668660311912 0.0024624658349654237 0.003774182078297739 -0.010414380039328311 -0.0074842120753282901 0.0026589576549993408 0.0041708091702955591 0.0033943219245704866 0.0035471392301404075 -0.00078096510738232601 -0.0068865550839719144 0.004563769302021424
leaf_weight=12.888459591194989 32.081326888874173 6.4720375984907141 6.134036183357237 100.5849902741611 13.454578440636395 1.6508061215281484 6.8994254861026985 26.490290738642216 5.0363930910825729 21.278949767351151 21.396036323159933 5.5653203949332228 1.9084210768342016 4.7543427944183341 44.839642979204655 7.393673211336135 6.4180436581373197 8.3676510974764806 8.8292159587144834 81.215829737484455 4.1843874529004079 3.9422829300165168 4.0236438065767288 30.777944721281521 4.2500386983156195 11.324060633778585 3.9599503949284545 5.1565822362899807 11.326102383434771 30.573916807770729
leaf_count=354 977 15 98 505 81 5 137 96 77 229 355 19 7 41 188 19 19 59 26 271 12 31 38 99 13 33 12 21 73 124
internal_value=0.000395765 0.00065812 0.000828606 -0.00046228 -0.00241437 0.000310316 -0.00396598 0.0013914 0.00030512 -0.00182116 -0.00287108 -0.000408238 -0.0037892 0.00140189 0.000919929 0.00157142 0.00138876 0.00183714 0.00197426 0.00155088 0.000707414 -0.00455771 -0.00174477 0.00155335 0.00104832 -0.000328037 -0.00203511 -0.00310132 -0.00497643 0.00322803
internal_weight=533.178 501.097 474.754 144.139 26.343 109.135 8.55023 330.615 96.1931 32.7334 35.0038 13.6078 8.04246 63.4597 56.9877 52.2333 11.4544 234.422 226.054 168.99 87.7742 12.1503 8.20803 75.6239 66.7947 36.0167 24.6927 20.7327 16.4827 57.0642
internal_count=4034 3057 2622 1126 435 647 142 1496 588 325 479 124 105 263 248 207 96 908 849 629 358 81 50 277 251 152 119 107 94 220
is_linear=0
shrinkage=0.0053014


Tree=126
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 3 1 1 0 4 3 4 1 0 3 3 2 3 1 2 2 1 1 3 4 3 1 4 4 3
split_gain=18.4812 14.0686 10.0543 8.2349 7.70696 6.50848 6.08308 7.66851 6.14954 6.01054 5.97236 5.67285 7.28305 5.46169 5.58536 4.86757 5.02431 4.62612 7.16796 4.40473 4.27808 5.64913 4.06964 3.99596 3.78752 3.73278 4.14048 3.65302 5.45909 5.06505
threshold=70.206395618550019 85.667718326750006 83.740093847200015 96.039789794050009 61.982402197500001 -0.10747999999999999 71.096275259700022 70.776348742200014 95.262825394300009 43.940903692500008 1.0000000180025095e-35 38.244973486750006 73.037342029850024 71.131225215400022 -0.11012 0.10065000000000003 -0.58994000000000002 0.078905000000000017 60.613977009100005 -0.51146999999999998 0.022350000000000005 58.167480110400007 58.613764160050003 -0.16320999999999999 39.664548207900005 0.076615000000000016 72.187789260650007 44.421469061800003 47.927946529500012 0.080135000000000026
decision_type=2 2 2 2 2 2 2 2 2 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 10 -5 7 8 -2 11 13 12 -7 -1 22 -13 -17 -12 20 -11 21 -19 -15 -6 -20 26 -8 29 -29 -3
right_child=2 27 -4 5 23 9 25 -9 -10 19 17 15 -14 14 -16 16 -18 18 24 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0069825693158901588 -0.006805699713664899 0.0034900718687705715 -0.0054055692697728211 -0.0068100072937257172 0.0018096716248694087 0.0037384108044798809 0.0043017582508426532 0.0050822839765007734 0.0060132136873427017 0.0036760941758654676 0.006448691566254338 0.0018952155195274378 -0.0041889515961115609 0.0029749728336368039 -0.0060861039287170111 0.0035925028735019288 -0.0042197781957374753 0.0034076018457004325 0.0047985497193610595 -0.006779091828709418 -0.0081969424203178695 -0.0058619094107467224 -0.0051095873983264357 -0.0060829906279457197 -0.0011723120713354337 -0.0069477702655650325 -0.006590087251027151 -0.006011032733340904 0.002983027063214252 0.001554498365372805
leaf_weight=6.3957684822380569 6.0209799986332637 61.248100955039263 17.068609898909926 4.6349751800298682 2.7083369009196767 5.4844290837645557 2.5179173983633545 5.5407563708722591 1.6649969294667242 1.7903272099792955 5.5338369831442824 77.047892853617668 15.328388549387453 10.637029547244312 4.8225412815809241 4.071173980832099 9.7182855829596502 5.2495326101779956 12.452873859554531 6.515500055626033 3.6257613264024249 4.0664844885468483 2.7263409066945306 12.811463486403223 5.2695810869336119 14.228628581389783 2.3533867746591568 4.9505373537540418 4.4811061695218086 204.27538143843412
leaf_count=175 98 236 757 99 23 20 15 19 5 10 15 345 155 66 64 15 78 27 41 159 46 42 49 250 37 266 62 54 17 789
internal_value=0.000470944 0.00125033 -0.00110253 -0.000634472 -0.000992547 5.44201e-05 -0.00328955 -0.000212093 -0.00402877 0.000319654 -4.44234e-05 0.000680091 -0.0021 -0.00229012 -0.000639841 0.00131707 -0.0019133 0.0014806 0.000584033 -0.00452547 -0.00275613 -0.000638583 0.00132559 -0.00470565 0.00302318 -0.00542069 -0.000960226 0.00187273 -0.00173783 0.00200098
internal_weight=525.241 351.255 173.986 156.918 76.2996 124.591 32.3267 13.2267 7.68598 119.956 60.7798 111.65 20.8128 24.5817 18.1859 90.8374 13.7895 36.1981 30.6642 8.30583 12.9418 9.31602 13.3634 15.5198 17.7225 19.0999 4.8713 274.955 9.43164 265.523
internal_count=4034 1931 2103 1346 835 881 465 122 103 782 562 613 175 354 179 438 93 208 193 169 115 69 115 273 78 343 77 1096 71 1025
is_linear=0
shrinkage=0.00590365


Tree=127
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 3 3 0 3 3 1 1 3 2 2 3 0 4 1 4 2 4 3 4 2 3 3 0 3 2
split_gain=10.6202 5.14607 6.70069 5.20487 5.15162 4.29545 4.08742 4.8311 4.68549 4.06895 5.49785 4.03589 3.46169 3.27191 5.6008 4.9095 4.98707 5.01735 4.21228 5.30315 4.06486 3.77572 5.25973 3.6587 3.57537 3.51114 3.3509 3.32992 3.18249 2.98394
threshold=83.740093847200015 70.206395618550019 85.667718326750006 61.982402197500001 94.773526014550015 -0.16320999999999999 1.0000000180025095e-35 71.131225215400022 -0.11012 0.078905000000000017 60.613977009100005 58.167480110400007 0.12535000000000004 0.22598000000000004 -0.048954999999999992 0.083495000000000028 96.039789794050009 41.827117825850003 83.116371560950014 41.147265497500008 -0.122095 42.094663496250007 0.088435000000000027 40.00488309970001 -0.090495000000000006 0.076615000000000016 0.097015000000000032 97.991610396700011 -0.25095999999999996 -0.22932499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -3 -5 7 -1 28 -8 11 -11 13 14 15 25 -17 18 19 20 27 -16 -23 24 -22 -6 -15 -18 -9 -4
right_child=-2 4 29 5 12 -7 9 8 -10 10 -12 -13 -14 26 21 16 17 -19 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.024671373137911096 -0.017827938302989378 -0.014210351559981269 -0.0030108780436869705 0.010124163637010497 -0.0027827452030850974 -0.020354955907949238 0.021872956874771671 -0.0046271443899992938 -0.020300930731272683 0.0012930829119465414 0.0094547027093150483 -0.023418082809635546 -0.024052781401967711 -0.025353366735831832 0.010731606149637848 -0.017148012670905995 -0.0029367742227497952 0.010917161950055763 0.018008907215516515 -0.030187900780010914 0.0079860139113036958 0.0044591644230621251 -0.029761783183682281 0.013138512848074324 -0.017873637400902399 -0.021477000984502576 0.0021281288086647181 -0.027588819867306505 0.016628600764431237 0.0052688634442129567
leaf_weight=5.0529343336820629 12.39347342494875 12.793614932335911 20.313915349543095 2.4491444826126108 8.6239746091887373 10.472282306291159 5.0060519017279139 6.6708241011947411 4.2283551674336186 6.6204214934259671 15.956054406240581 4.9650204889476299 2.6095933578908435 4.249594207853078 30.802798414602876 6.2430160157382479 5.9715282693505269 19.225539520382881 3.9201543852686873 3.1679914519190779 4.4421012550592414 8.2810754552483541 2.5132038425654164 9.1379301473498327 4.7488775812089541 8.6277897274121624 3.4517718404531479 3.8808295782655478 5.5309327468276024 233.05150101333857
leaf_count=175 757 296 108 23 121 250 15 69 64 55 78 60 43 77 133 92 31 81 13 29 27 50 26 29 55 171 22 50 46 988
internal_value=0.00110004 0.00160669 0.00306457 -0.00276494 -0.00166601 -0.0145779 6.01295e-05 -0.00695421 -0.00150545 0.00468995 0.0015667 -0.00929706 -0.000430518 5.37725e-05 0.000896757 -0.00237791 0.000392587 0.00240206 -0.00223956 -0.00477159 -0.00191442 0.00703638 -0.00350841 0.00385477 -0.00537538 -0.0121319 -0.0130361 -0.0126472 0.00500787 0.00460502
internal_weight=475.402 463.009 320.317 66.952 142.691 12.9214 54.0306 21.483 16.4301 32.5475 27.5415 11.5854 129.898 127.288 119.587 77.9897 60.738 54.495 35.2694 31.3493 28.1813 41.5971 10.7943 18.3289 9.19098 17.2518 7.70137 9.85236 12.2018 253.365
internal_count=4034 3277 1931 835 1346 273 562 354 179 208 193 115 1050 1007 908 699 407 315 234 221 192 209 76 111 82 292 99 81 115 1096
is_linear=0
shrinkage=0.0207191


Tree=128
num_leaves=31
num_cat=0
split_feature=1 4 0 1 0 1 4 4 0 0 2 2 2 1 1 0 4 4 2 2 4 0 1 0 0 4 3 4 3 1
split_gain=9.25151 4.7803 6.32079 4.68483 5.97936 5.78915 5.52862 6.82042 4.15038 4.0917 3.47197 4.46559 4.36836 5.36331 7.23466 4.84582 4.21815 3.28635 3.23935 4.28573 3.17541 3.87536 3.17046 5.67451 2.86834 4.18701 2.78337 2.7816 2.76956 2.75849
threshold=83.740093847200015 42.719328117250008 75.462331263550013 64.407391431150018 88.606203063300015 65.29995953045001 42.67709657435001 41.975471476700008 100.15850764985002 86.329079026800017 -0.5775499999999999 -0.23783499999999999 -0.10290999999999999 69.873026810350026 62.00390986255001 86.329079026800017 49.835088602800006 44.262924377150007 0.20949500000000004 0.22598000000000004 43.018222997350009 87.009258933850006 64.94239459915002 95.620390325650007 85.764502819450016 42.434124620650003 0.076615000000000016 42.865207177650007 -0.27172999999999997 58.167480110400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 29 10 24 -3 16 13 14 -13 17 -12 27 -2 -20 21 -17 -22 -24 25 -9 -15 -14 -7 -4
right_child=18 8 3 5 -6 28 -8 9 -10 -11 11 12 15 26 -16 20 -18 -19 19 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.018013783884388478 -0.01839403404464807 0.013236710533308015 0.014793021684441656 -0.018196588681052114 0.016565721607864937 -0.014574759718643509 0.015866862303904453 -0.021900839950063276 -0.015292224337611328 0.0016455861447446422 -0.019918567987681792 -0.0019174253544301425 -0.002797342982993666 0.0075832228614907404 0.015904689883315445 0.002519486197884716 0.024864498515998777 -0.00029927272415347834 0.037140122673930541 -0.01795540731887901 0.0088292609754068163 -0.023244713607914844 -0.019689557016006307 0.0048766636484159588 -0.024665105497389699 0.0082018492864785793 -0.020099988143060847 -0.023217320997910084 0.0013320049228625018 0.003609601718596154
leaf_weight=4.6247470322996369 9.7997464388608915 4.7709593996405593 7.0557580590248099 4.8512705434113732 11.624717131257055 3.366710426285862 10.419428534805773 2.6582246050238627 6.7681565918028346 8.9851989671587926 6.2311168033629647 13.555057756602766 2.737472875043748 1.5512467455118883 13.951657701283692 3.441658258438113 0.7068911027163266 4.6997572518885127 0.79192843660712131 0.92272193264216185 12.245686225593092 3.6114240773022175 4.3316928325220934 8.2317138910293561 4.5665427297353745 2.9342104978859425 3.7380200326442719 7.6148176584392786 177.29384660720825 117.95097320526838
leaf_count=253 693 17 21 46 51 47 58 33 177 34 188 75 27 24 47 12 2 44 2 62 39 33 90 46 41 23 118 147 1085 499
internal_value=0.000840293 0.00122991 0.0021652 0.00243054 0.00454904 0.000532638 0.0036453 0.00276191 -0.00216435 -0.00689503 -0.00119244 -0.00198693 -0.000823299 0.0040412 0.00712211 -0.00422389 -0.0153558 -0.0123478 -0.0145394 0.00749101 -0.000386062 -0.0106727 0.00253837 -0.00359344 -0.0144489 -0.00610671 -0.011981 -0.0178176 0.00103557 0.00424083
internal_weight=466.033 454.519 356.332 351.707 166.195 185.512 154.57 144.151 98.1873 19.1442 91.4192 86.6482 79.7102 32.796 27.5067 46.9142 6.93801 15.052 11.5144 1.71465 31.8622 7.05308 24.8091 12.5634 10.159 5.59244 5.28927 10.3523 180.661 125.007
internal_count=4034 3277 2191 1938 760 1178 709 651 1086 131 909 892 702 264 122 438 190 218 757 64 220 45 175 136 97 56 142 174 1132 520
is_linear=0
shrinkage=0.0173738


Tree=129
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 3 4 1 1 0 4 4 2 4 0 1 3 2 4 1 4 3 3 3 2 3 2 4 2 4
split_gain=21.3067 15.228 10.6535 8.26099 7.55352 7.4069 6.49657 6.30221 8.45848 5.66279 5.05498 5.03793 5.55703 6.30433 4.90856 4.74301 4.60709 8.43501 6.9292 4.57441 4.1737 5.77584 5.31381 5.25553 5.05312 4.937 15.7123 8.18225 8.12326 4.99117
threshold=70.206395618550019 85.705356740550016 83.740093847200015 96.039789794050009 43.89540535710001 0.10184000000000003 40.750688432250008 71.096275259700022 70.776348742200014 97.39208423365001 40.94178426300001 48.226196960950006 -0.14138499999999998 41.872294782850005 95.262825394300009 83.116371560950014 0.08883000000000002 -0.59502499999999992 41.243661560350013 72.752365468100024 44.421469061800003 0.080135000000000026 0.080395000000000022 1.0000000180025095e-35 0.12427500000000002 0.093325000000000033 -0.018034999999999999 40.467253020850002 0.15607500000000005 42.066503896600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 6 11 9 8 14 -5 -8 12 -1 -14 -2 19 -12 -18 -19 -11 21 23 -22 24 -3 26 -23 28 -28 -27
right_child=2 20 -4 4 -6 -7 10 -9 -10 15 16 -13 13 -15 -16 -17 17 18 -20 -21 22 25 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.00413023100275829 -0.0051606502517779276 0.00064202132934666257 -0.0041819039429267599 0.0015749375423032435 -0.003852175396387568 0.0019223985443794665 0.0044146046186752819 -0.0041727899239594104 0.0040746334537513631 0.0037996147407510119 0.0020280012879969347 0.0011625741401752102 0.00060173380905156513 -0.0031971268437714722 0.0038052112505546202 0.0026605213882949638 0.0038923441647126323 0.001996788960980688 -0.0050696539484489447 -0.0024646483013382927 -0.0063505716832741059 0.0013131934899047752 0.00087653294731846322 0.0040872778750704174 0.0052579350576007853 0.0024492882128502066 0.0021929207082686483 -0.0087467642334277361 -0.0056266821247074215 -0.00010250302993134266
leaf_weight=16.595939079299569 5.8762774690985662 25.69684856384993 17.927902914583683 16.423901163041592 9.4835528954863531 17.904191382229328 9.7133015319704992 19.360691932961345 5.5980559326708317 2.538240708410739 26.559251673519611 13.058982372283934 21.323184072971344 15.253027796745299 1.5763581395149229 4.8829233795404425 5.3039660304784801 4.1177606359124175 8.9943982437252981 36.418859953060746 3.0098450109362584 87.018226288259029 6.6381596401333809 32.759034611284733 5.9441829919815055 83.320197179913521 5.7042154595255834 4.5068886131048194 5.1417430639266968 19.197122890502214
leaf_count=369 98 97 757 63 190 81 27 343 19 8 116 53 135 237 5 22 14 17 74 350 36 319 31 121 13 258 18 35 39 89
internal_value=0.000407091 0.00103012 -0.000887176 -0.000510584 1.78513e-05 -0.000652271 0.000337127 -0.00253939 -0.00011624 -0.000684615 0.00146303 -0.00134828 -0.00196494 -0.000982469 -0.00326422 -0.00153112 0.000825582 -0.000908515 -0.0028505 -0.0020565 0.00153758 0.00164204 -0.00137807 0.00282061 0.00150918 0.0012716 0.000570757 -0.00363729 -0.00151412 0.00197145
internal_weight=537.847 363.072 174.775 156.848 124.436 84.1353 114.953 32.4114 13.0507 60.2639 54.6887 66.2311 53.1722 36.5762 7.45264 43.84 44.9754 18.4161 13.1122 38.9571 278.936 269.288 9.648 64.4001 31.641 204.888 102.371 15.3528 10.846 102.517
internal_count=4034 1931 2103 1346 881 875 691 465 122 443 248 794 741 372 103 380 221 105 91 358 1056 989 67 231 110 758 411 92 57 347
is_linear=0
shrinkage=0.00451168


Tree=130
num_leaves=31
num_cat=0
split_feature=0 1 0 4 0 3 3 3 1 4 4 3 4 3 3 2 3 0 2 2 2 4 4 3 3 2 4 0 0 2
split_gain=8.70277 4.65204 9.17666 5.39002 5.16286 4.30744 4.05741 3.99435 3.92408 3.51498 3.46258 3.46088 3.33386 5.00069 4.08259 5.17127 6.91709 8.34504 6.04064 5.2312 7.72958 5.88588 6.00368 5.27815 4.63356 4.24171 5.89663 4.48846 3.9913 3.25118
threshold=107.57327517365 71.096275259700022 96.039789794050009 36.728658719300007 85.705356740550016 -0.10747999999999999 0.076615000000000016 0.10184000000000003 72.187789260650007 43.940903692500008 35.171584490050009 0.10065000000000003 44.421469061800003 0.080395000000000022 0.080135000000000026 -0.094519999999999993 0.093325000000000033 86.103248543850015 0.0023400000000000005 -0.06828999999999999 -0.077085000000000001 41.385032804600009 43.182896969600009 0.085335000000000022 0.079220000000000027 0.12427500000000002 37.52517992975001 86.256490657300006 86.054856297550018 -0.24255499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 7 -5 8 -1 -3 11 -9 -7 14 -14 24 29 17 28 19 20 21 -19 23 -23 25 26 -6 -28 -17 -16
right_child=-2 2 3 5 12 9 -8 10 -10 -11 -12 -13 13 -15 15 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0046302037757661365 -0.019964266154914777 0.016674491945073453 -0.013457158804792537 -0.02216151071640415 -0.01666355813790403 0.0046649418304026847 -0.022439131360252915 0.02220514927835043 -0.021695806113859288 -0.014222691414567931 0.0012111094018941253 -0.0052188534481199594 -0.025630344517910381 0.0020140522769184249 -0.0015552627518685708 0.00070839509306316808 0.0052368631992171927 0.010061806504239285 -0.02141380742344505 0.0050703683217369101 -0.035910148926381308 0.00035621783786869043 0.010490356841094223 -0.026293085410026108 0.018994189978946422 0.021180767710675282 -0.0068348981655465633 0.010933340111233239 0.022206789473988429 0.0097077429061963628
leaf_weight=55.475620660930872 7.4706150349229565 2.3661039546132079 10.252547392621635 2.8699544928967944 4.9261830300092688 76.418702012859285 10.928290978074072 3.9779254496097556 1.7740307431668041 4.783347616903483 12.013770956546066 16.361742275767028 3.5703568700700989 8.2195162810385209 12.073698587715624 7.6642877608537656 64.543111363425851 6.8099213130772069 9.4773554094135743 14.978599265217786 3.599014654755595 4.1691358089447048 3.6882086545228949 8.7827665656805021 13.36085634678602 5.7467069402337065 7.2393854483962086 21.378639712929726 5.7491706013679504 50.636126726865768
leaf_count=795 649 15 144 72 26 427 266 14 62 177 67 131 65 45 50 38 264 30 92 57 28 16 13 76 76 16 33 85 20 185
internal_value=0.000915319 0.00125902 -0.00193044 1.35021e-05 0.00248156 0.00138862 -0.0162098 -0.00215459 0.000232977 0.00208138 0.00643336 0.00292194 0.00377273 -0.00635757 0.00426058 0.00294226 0.000715524 -0.00377967 -0.00734823 -0.0041764 -0.00929686 -0.00521237 -0.0114633 -0.0177148 0.00907225 0.0056983 0.00304588 0.00643858 0.00992287 0.00753924
internal_weight=461.306 453.835 125.755 110.686 328.08 100.434 15.0684 71.4673 4.14013 97.5638 15.9917 92.7804 256.613 11.7899 244.823 192.171 129.462 64.9185 51.505 42.0276 27.049 23.45 16.6401 12.9519 52.6518 39.2909 33.5442 28.618 13.4135 62.7098
internal_count=4034 3385 1294 951 2091 807 343 876 77 735 81 558 1215 110 1105 869 634 370 312 220 163 135 105 92 236 160 144 118 58 235
is_linear=0
shrinkage=0.0195037


Tree=131
num_leaves=31
num_cat=0
split_feature=0 4 0 0 4 0 1 0 4 4 0 0 1 3 4 0 0 1 2 3 4 2 1 2 1 2 3 0 0 1
split_gain=15.0511 6.86608 8.51774 6.41908 6.40059 5.2963 7.75038 5.14603 5.07256 5.37269 5.22986 4.74626 8.47878 7.91628 7.52358 4.19562 3.93164 6.68578 4.59976 3.61844 3.47944 6.7918 5.48813 16.5599 7.41571 5.50522 4.78856 4.72578 3.4672 8.53186
threshold=102.89804648475001 42.719328117250008 75.462331263550013 93.953546284800012 38.244973486750006 94.940210418650011 71.397382570300024 101.86567856270001 42.67709657435001 42.141702038450013 86.692020874450009 85.121961326250016 58.167480110400007 0.093325000000000033 38.334060527150008 85.764502819450016 98.142164052000012 75.806453904250006 -0.084275000000000003 0.092835000000000015 38.400997490450003 -0.12546499999999997 63.705703859100005 -0.053159999999999992 62.154463517850012 -0.026144999999999998 0.08674500000000003 93.805681087600007 96.163458868000006 71.104340634100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 -7 16 9 11 15 12 -4 -14 -15 -11 28 -18 -19 -8 21 -13 24 27 25 -22 -25 -24 29 -6
right_child=-2 -3 3 4 7 6 19 -9 -10 10 -12 20 13 14 -16 -17 17 18 -20 -21 22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0081510580085453425 -0.0052404943268329757 -0.00092222361453332842 0.006006008371388088 -0.011034895730566386 0.0020838228030395597 0.0053223015518745103 -0.0097390306943960139 0.0054034073566828428 0.0071981451209527899 -0.00077545116177823266 0.001963685284460059 -0.0032310740082322448 -0.010598781905325082 0.004801070579931831 -0.0089542267829328098 -0.011277825334364201 -0.011514618760973544 0.0025015327864449555 -0.0047162958573660528 -0.0020804205676426602 0.00056505172731686484 0.0056590349156261897 0.0011802125032121947 -0.0030716556019994906 0.0065389121014538497 0.0049831791133006249 -0.012916135816195428 0.0092226689614254374 0.0030466354349373711 -0.0094185040898003454
leaf_weight=5.6507402639836064 25.900592796504498 102.65600622631609 7.593433469533923 4.4481519609689739 14.124248724430801 6.7455334141850498 5.5348924361169365 13.845676384866236 11.837783843278883 4.4776385575532931 9.8230596482753736 5.975392621010541 6.6121592670679119 7.2690570652484876 3.6279045697301626 4.7934186905622482 3.9977450519800213 12.7174690887332 9.3055672608315909 11.673121705651281 59.92113258689642 41.935965538024902 16.407676056027416 6.032884266227482 26.876030139625072 24.055995866656303 5.996042937040329 6.099877167493104 32.420541882514954 5.4350598230957976
leaf_count=253 960 1030 23 44 94 24 71 52 59 41 36 32 85 28 31 42 37 58 68 78 230 128 64 42 96 78 47 14 115 74
internal_value=0.000551664 0.000865586 0.00135469 0.00150003 1.95423e-05 -0.00321715 -0.00176541 0.00102043 0.00221403 0.0019656 -0.00200282 0.00231255 -0.000878812 -0.00386465 0.000221546 -0.0062055 0.000242417 -0.00223311 -0.000548273 -0.00454378 0.00272699 0.00455028 0.00212614 -0.000589376 0.00297216 0.00183066 -0.00797882 0.00335984 0.00148165 -0.0011124
internal_weight=503.791 477.89 375.234 369.583 120.248 28.4017 23.9535 91.8463 249.335 237.498 19.0941 218.404 25.1026 17.5091 10.897 9.27106 78.0006 26.0208 22.023 17.208 193.301 47.9114 145.39 34.5365 110.853 83.9771 12.0289 22.5076 51.9799 19.5593
internal_count=4034 3074 2044 1791 715 217 173 498 1076 1017 119 898 167 144 59 83 446 163 126 149 731 160 571 167 404 308 89 78 283 168
is_linear=0
shrinkage=0.00780139


Tree=132
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 1 4 4 2 2 0 0 1 3 2 4 1 3 4 0 3 2 4 2 4 3 2 0 3 3
split_gain=8.20056 3.57511 5.83888 3.51986 5.59903 5.09284 4.76749 5.82929 3.16939 4.59173 2.89931 4.504 4.06521 6.27703 3.70865 4.80732 5.88903 2.84869 2.79165 3.22262 2.72922 2.70751 2.69512 3.33272 5.90673 4.96778 3.65276 5.66933 5.3056 5.10211
threshold=102.89804648475001 42.719328117250008 75.462331263550013 64.407391431150018 88.606203063300015 65.29995953045001 42.67709657435001 42.198888176300009 -0.086139999999999994 -0.085584999999999994 101.86567856270001 98.142164052000012 78.285212300550015 0.092075000000000032 -0.14654999999999999 40.844669808050007 74.058956119450016 0.093580000000000024 40.00488309970001 107.57327517365 0.093325000000000033 -0.59681499999999998 35.419594101850009 -0.061874999999999999 37.445036092900004 0.09062000000000002 -0.095854999999999996 96.163458868000006 0.093905000000000016 0.10335500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 20 7 -4 -2 -10 11 22 14 -14 -13 16 -16 -9 -11 -20 -5 -3 -7 24 25 -24 28 -28 -26 -30
right_child=8 21 3 5 -6 10 -8 17 9 18 -12 12 13 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=-0.018947931811263943 -0.019689543443535889 0.014065583569958566 0.003871423950493173 -0.032850021399088956 0.017169322347911211 0.0092023927853539748 0.016133293894008811 -0.0016355288548608471 0.037032806750043536 -0.019609012346751289 0.0090024620906422291 -0.027115931672331856 -0.014016284549297073 0.0097378337289181147 0.010167966649371 0.0072691209365253421 -0.024762335355799584 -0.019062414653071756 0.0075772914965409463 -0.018750644184430947 -0.0051354479926555806 -0.0024255933512131256 -0.035465702948207507 0.0045334742636083001 0.0090320366896011681 -0.0056643549673446106 -0.015480597211108052 0.005754782850649333 -0.018999091418330314 0.0080455928406997432
leaf_weight=4.3153408141806713 7.8588436953723457 3.4713423363864413 128.9311159979552 2.2122683953493825 10.840262196958063 15.726331174373625 9.4575006887316686 7.3955745026469213 0.82260566297918458 4.2246899493038637 14.721181634813545 3.9970427099615362 5.8535133805125978 10.318323146551846 2.2047122046351415 4.9711801297962657 6.1144107393920422 5.4845983162522316 4.8842935003340244 2.293932169675827 2.588985200971365 89.969459789805114 2.9324887916445643 50.03896674327553 22.287241894751784 5.2221450116485357 9.8051284700632184 7.4112070500850669 5.412278510630129 4.1282895132899284
leaf_count=253 507 13 556 30 51 58 58 47 4 206 69 41 55 42 9 24 77 48 35 208 16 1017 32 244 103 40 103 28 41 19
internal_value=0.000836162 0.00136371 0.0022307 0.00250105 0.00444887 0.0007064 0.00353729 0.00269726 -0.0106112 -0.00477539 0.00122853 0.00049692 -0.00546348 0.00113986 -0.0116407 -0.00698656 -0.0155052 -0.0090562 -0.00779143 -0.000836278 -0.0179055 -0.00181294 0.00211878 0.00107997 -0.00194125 -0.0163812 0.000459708 -0.00633929 0.00413743 -0.00729661
internal_weight=455.895 435.811 342.37 338.055 162.109 175.946 151.269 141.811 20.0844 12.2255 171.144 156.423 33.4592 16.1718 17.2873 13.2903 8.31912 12.8802 11.4029 7.17823 4.80125 93.4408 122.964 107.238 57.1988 8.15463 49.0441 17.2163 31.8278 9.54057
internal_count=4034 3074 2044 1791 760 1031 709 651 960 453 985 916 248 97 151 110 86 95 449 243 46 1030 668 610 366 72 294 131 163 60
is_linear=0
shrinkage=0.0183229


Tree=133
num_leaves=31
num_cat=0
split_feature=0 4 0 1 4 4 0 1 3 4 0 0 3 3 2 0 4 4 2 2 4 2 4 4 2 3 3 2 1 2
split_gain=24.2929 10.5944 13.6043 8.64909 5.97415 8.60122 6.43713 8.07634 10.1465 7.42041 5.15522 5.08409 5.88702 6.36085 6.28789 7.65258 5.26744 5.23393 5.03098 7.64131 5.64402 6.79247 4.96131 9.06024 4.67526 4.79196 5.05497 4.64055 8.01921 4.42485
threshold=103.48144189910001 42.719328117250008 75.462331263550013 66.590419433100024 42.67709657435001 42.198888176300009 85.121961326250016 58.167480110400007 0.093325000000000033 38.064633603500006 88.17067284620002 100.15850764985002 1.0000000180025095e-35 -0.15572 -0.122165 85.791387400750025 49.283271594150008 48.226196960950006 -0.061874999999999999 -0.011675 39.952536079750011 -0.090495000000000006 47.927946529500012 45.295823381400005 -0.59502499999999992 0.092650000000000024 0.098105000000000026 -0.13734499999999997 83.116371560950014 0.048475000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9 -10 -7 12 13 17 16 -16 22 -3 20 -20 21 27 23 -14 -22 -26 -27 28 -5 -21
right_child=-2 11 3 18 -6 10 -8 8 9 -11 -12 -13 14 -15 15 -17 -18 -19 19 29 24 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0042266103013820231 -0.0032247986139135858 -0.003202921643872854 0.0030236499608056223 -0.0036295797862459238 0.0039380168987146599 -0.0025062434016689321 0.0018015801909108729 -0.0053936546499033355 0.003116188735757937 -0.0033521250669347447 0.002819590344497038 -0.0037066784038337522 0.002752385962926698 -0.0050677424463061033 -0.0038396311937096842 6.8146303885715671e-05 -0.0027210121875908839 0.0012767136155956767 0.002584677218218423 -0.0028602308479472342 0.0032621197058060325 -0.0040815802294428645 0.0051919046155099674 -0.0035587795129946426 0.00090735039300003553 -0.0056288869446093175 -0.00022885539856272214 0.00098426806456645955 0.0035737360119817143 0.00051135735298566841
leaf_weight=8.2411149367690069 28.845347518101335 7.2923645600676599 8.1386443972587603 11.519116155803202 14.095041319727896 13.811890862882139 166.44716563075781 7.2507253773510483 7.1260689273476583 4.5965287871658802 3.6122838854789725 7.5003338623791924 15.001741517335185 7.5546955484896889 9.6838579662144166 42.742600478231907 3.8479417525231829 9.4136313535273057 29.287631992250681 7.1177430376410475 8.2257827892899495 11.352167502045633 6.7298950701951972 4.7084806300699702 26.555237952619791 4.1947301551699621 7.8272074609994888 16.06683199852705 3.087506838142871 44.305234540253878
leaf_count=253 920 128 24 105 58 96 563 84 23 32 11 129 56 130 121 288 67 38 98 60 22 117 13 71 123 40 43 83 9 229
internal_value=0.000320271 0.000517936 0.000820724 0.000926132 0.00143613 0.00126899 0.00150944 -0.000284061 -0.00170291 0.000579909 -0.00140212 -0.000547626 -0.000326136 -0.00204543 0.000178144 -0.000653672 0.00161796 -0.0006787 0.000249061 0.000966372 -0.000402696 -0.00145855 0.00224943 0.00124474 0.000545381 -3.39075e-05 -0.00211305 -0.000487769 -0.00210696 4.46769e-05
internal_weight=546.18 517.334 402.859 394.618 225.078 210.983 193.559 27.112 18.9733 11.7226 17.4242 114.476 106.975 24.2607 82.7145 52.4265 30.2881 16.706 169.539 80.7106 88.8286 42.0256 26.4401 19.7102 46.803 38.5772 12.0219 30.6735 14.6066 51.423
internal_count=4034 3114 2073 1820 891 833 726 163 139 55 107 1041 912 296 616 409 207 166 929 387 542 314 140 127 228 206 83 197 114 289
is_linear=0
shrinkage=0.00396922


Tree=134
num_leaves=31
num_cat=0
split_feature=1 1 0 4 4 1 0 3 4 2 4 2 3 2 4 3 0 0 1 3 0 4 0 1 2 3 2 0 0 3
split_gain=7.70939 3.7477 7.38543 6.09078 5.23522 7.17445 6.25671 6.68639 4.86769 8.0518 6.90336 6.78423 4.5739 5.18569 4.06707 4.06544 3.91913 3.29052 7.20937 4.35749 3.61889 5.75184 4.73608 5.73656 3.81231 3.46955 3.24361 3.15567 6.89598 6.78655
threshold=83.740093847200015 66.590419433100024 90.297243227400017 32.051492741500006 38.400997490450003 65.020359884900017 86.329079026800017 0.080770000000000022 41.872294782850005 -0.097294999999999993 41.385032804600009 0.13006000000000004 0.092835000000000015 -0.11347 43.680097826700013 0.085665000000000033 85.764502819450016 91.937202686950016 67.300172379550006 0.12535000000000004 93.953546284800012 38.244973486750006 94.940210418650011 71.397382570300024 0.22598000000000004 0.092835000000000015 -0.62218499999999988 87.350693116400024 86.89903215050002 0.087795000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 6 8 -8 10 -10 11 -6 13 -9 17 -5 -11 18 -3 20 -19 22 -22 -24 -23 -25 -16 28 29 -15
right_child=-2 14 -4 4 5 -7 7 12 9 16 -12 -13 -14 27 26 -17 -18 19 -20 -21 21 24 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.035038878420827861 -0.018057524830069949 0.0016905798681337689 0.017453725912604575 -0.0025302951335125362 -0.0063181009307365019 -0.026638952489117247 0.016509834535844408 0.011516025699110873 0.0010554860463931307 -0.0095946800881894188 0.013088227795841532 0.019720446182691146 0.0083581493268805162 0.0099728576502937198 0.022758277275486957 0.014773785875242283 -0.028832357426066692 0.0087449946913646121 -0.035358651289226176 -0.021972399651796169 -0.03153078210656405 0.0034380017030424923 0.014063598329258509 -0.025700807419122208 -0.017343646036256131 -0.0046038317801981605 -0.012262391146078262 0.0025431327613803026 -0.035989807322099353 -0.026876766886223664
leaf_weight=2.114246290177106 10.094789058901368 7.2345069199800474 16.355395898222923 8.817527665756641 35.161689390428364 4.4108183942735186 22.515832889825106 8.237955145537855 27.654180744662877 13.672607161104684 19.903121829964221 5.6251124441623679 32.250500857830048 6.2352988645434397 1.3697770386934305 25.929775588214397 8.2161362096667272 28.135180795565248 3.9270862806588411 3.8918794579803935 3.8871372807770994 92.727268889546394 5.6180785447359112 5.6456431820988682 4.4849294163286677 11.419236801564692 19.938921917229891 7.7882991358637801 4.9597256928682318 3.9606666266918182
leaf_count=75 757 42 64 113 229 47 118 29 241 243 83 18 118 19 4 106 72 109 50 55 39 563 22 118 58 92 455 32 37 26
internal_value=0.000964899 0.00139926 0.00314502 0.00215946 0.00249364 0.00112707 0.00175135 0.00620369 -0.00172013 -0.00684026 0.00245957 -0.00272699 0.00254545 -0.00346645 -0.000954088 0.0103827 -0.0168157 0.00020177 -0.0113448 0.00102892 0.00161818 -1.71617e-06 -0.00907877 -0.00523122 0.00247923 -0.0115834 -0.0100112 -0.00884585 -0.0146985 -0.00434154
internal_weight=452.183 442.089 253.809 237.453 235.339 200.592 196.181 85.9483 110.233 49.5429 60.6899 40.7868 63.4324 31.1819 188.28 34.7473 21.8887 166.971 11.1616 155.809 151.917 123.782 26.5701 22.683 97.2122 17.0649 21.3087 22.944 15.1557 10.196
internal_count=4034 3277 1670 1606 1531 1312 1265 379 886 556 330 247 261 143 1607 219 315 1148 92 1056 1001 892 271 232 621 210 459 114 82 45
is_linear=0
shrinkage=0.0220144


Tree=135
num_leaves=31
num_cat=0
split_feature=0 1 0 4 0 0 1 3 1 1 1 4 0 0 0 4 3 2 4 4 0 3 4 0 0 3 2 4 4 1
split_gain=15.7348 7.93061 14.3237 7.76825 5.85319 4.67389 7.73098 5.63742 4.908 7.85341 4.36798 4.18068 5.75937 5.89472 8.0368 5.23135 4.26232 4.1617 3.79028 7.17233 6.96339 3.76911 5.39329 4.26828 4.19284 5.92407 3.67472 5.73235 3.4007 3.36048
threshold=102.89804648475001 66.590419433100024 85.995710218650018 43.680097826700013 90.407470010750018 91.937202686950016 67.300172379550006 0.12535000000000004 68.20618276945001 69.873026810350026 65.687097501250022 38.244973486750006 93.805681087600007 94.165934477050016 96.039789794050009 37.828051409500013 0.10335500000000002 -0.62218499999999988 41.942745071500006 47.927946529500012 75.462331263550013 0.087555000000000022 44.262924377150007 67.04476885710001 85.764502819450016 0.088555000000000023 -0.041369999999999997 35.050303764500008 48.96897326980001 72.752365468100024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 5 10 6 -3 8 -7 -10 -4 15 -13 -14 16 26 -15 -5 20 21 -1 23 24 -20 25 -23 27 -11 -21 -28
right_child=-2 3 4 17 -6 7 -8 -9 9 11 -12 12 13 14 -16 -17 -18 -19 19 28 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0055180581386530918 -0.0035995381394069337 0.00014992552140800195 0.0019661889894409205 0.0055517909890627614 0.0050014185998748725 -0.0059474145053827823 -0.0085732175457634823 -0.005519631743908575 0.0039429853779913131 0.0024073248524931444 -0.0029022664187552229 -0.0055354051839072022 0.0048280052911990499 -0.0040496029585674557 0.0012423868394690646 -0.0075996826529453774 0.0046398890387401607 -0.0034629575950729389 0.0056391147966788182 0.0041785626873579408 0.0010040722769444476 0.0079634123568310886 0.0064247424160834765 -0.005385108942197292 -0.0070694767504393069 -0.0024311754722827778 0.0041233251664619108 -0.0048349104281143708 -0.0011494074963256235 -0.0017967200730947478
leaf_weight=4.9452087311074129 26.337364473380148 8.0142074972391111 147.06468349695206 1.5198380649089838 17.753028616309166 3.1429142653942099 4.3892858624458304 4.3316200952976933 18.598031900823116 4.521759577095513 5.3306897655129424 3.9168252181261769 10.094486847519873 13.000554975122212 80.043799985200167 3.4707516804337493 1.7930458858609188 24.051180958747864 1.0495235640555609 7.3621611595153791 60.136332923546433 1.8719700556248451 2.3151747882366172 14.873187243938444 3.7399152405560008 8.3896977659314853 6.3109071329236031 9.3779127150773984 6.1269597560167313 4.6476835105568171
leaf_count=227 960 42 568 4 55 17 50 50 50 20 27 27 29 158 353 42 7 409 13 20 275 8 6 307 37 93 18 97 34 31
internal_value=0.000377018 0.000594221 0.00116765 -0.000206421 0.00213035 0.000189654 -0.00293698 0.00042721 0.000589302 0.000721186 0.00179589 0.000284387 0.000754927 0.000989728 0.000581182 -0.00152357 -0.0029964 -0.00292716 -0.000310582 -0.00147629 0.000508489 -0.00282975 -0.00104521 -0.00465846 -0.00228037 -0.000534958 -0.000675216 -0.00247891 0.00175852 0.00161256
internal_weight=508.521 482.183 280.959 201.225 170.148 175.654 12.4035 163.25 158.919 155.776 152.395 137.178 108.849 104.932 94.8374 28.329 14.7936 25.571 110.81 45.7286 65.0815 32.2395 16.3168 15.9227 14.0016 10.2617 24.8583 13.8997 13.4891 10.9586
internal_count=4034 3074 1670 1404 650 991 92 899 849 832 595 782 574 547 518 208 165 413 1020 518 502 464 144 320 138 101 166 117 54 49
is_linear=0
shrinkage=0.00528337


Tree=136
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 3 4 2 4 2 1 4 1 1 0 3 1 3 1 1 0 1 0 4 3 1 1 2 4 1
split_gain=22.4125 9.8967 14.5852 9.35217 7.23787 6.50861 5.82713 5.59354 5.37451 5.78418 5.14087 4.98604 4.65269 7.79498 4.76603 4.21325 4.6272 4.49674 4.70093 4.0307 6.33098 4.60851 10.3682 4.01906 4.96293 4.01815 3.96394 3.83032 3.49883 7.78547
threshold=102.89804648475001 70.206395618550019 85.705356740550016 96.163458868000006 0.10184000000000003 -0.10747999999999999 43.940903692500008 -0.25236500000000001 48.226196960950006 -0.14138499999999998 62.052302108850007 41.898943182100005 71.096275259700022 70.776348742200014 95.262825394300009 0.09450500000000002 78.10777406390001 0.097970000000000015 77.00281777230002 66.590419433100024 90.407470010750018 68.20618276945001 90.767723400200012 35.171584490050009 0.11531000000000002 65.687097501250022 67.649671936450019 -0.59502499999999992 38.625745710700009 63.705703859100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 8 -5 15 -8 9 27 11 -11 13 14 -3 -7 17 -17 -19 20 25 22 -21 -6 -25 28 -24 -1 -4 -30
right_child=-2 3 19 5 23 6 7 -9 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20 21 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=0.0052331115693404848 -0.0036955310075786649 -0.0057841950671636382 0.0036392842330478718 -0.0060065423350446822 0.0059160663589003341 0.0015429832150476517 0.0045333827052668066 -0.0058831719783762415 0.001331078720773145 0.001269378354538071 -0.006028649986459478 -0.0028598771134835518 -0.0041761523071346916 0.00415159822214248 0.0033837746706018661 -0.0076398123057069261 0.0016581158036965979 0.00020963923195684982 -0.0065077667890679411 0.003234069964865049 0.004796082868879903 0.0014188664261213313 -0.0069621163958867522 0.0026367569250147281 -0.0041235637266561261 -0.0025372002376017107 -0.00074026738493501026 -0.0052443118607093629 0.0018215687418835498 -0.0032850640597781506
leaf_weight=0.93533963337540882 31.941567845642567 6.0560635998845083 23.872939176857471 4.0453263930976382 5.0088265538215664 67.250365070998669 1.6545862108469007 6.1820463575422755 13.446883276104925 18.889530556276444 4.6376028787344685 12.176839519292114 21.478120164945722 5.5767418369650841 1.8818218931555746 3.2180981710553196 13.119395226240156 13.164381057024004 3.2987204901874057 6.8514879420399692 18.470025636255741 41.655878864228725 6.946731258183716 9.2084002122282964 3.9199762791395178 5.4696229249238959 4.1364130116999149 15.92324737086892 160.33525196090341 7.9330860897898665
leaf_count=3 960 98 71 65 14 285 5 118 53 107 79 186 355 19 7 27 58 67 39 21 55 157 56 35 32 27 24 366 605 40
internal_value=0.000392562 0.000650247 0.0010996 -0.000450203 -0.000734065 0.00025961 0.000494564 -0.00368387 -0.00150763 -0.00223384 -0.00108685 -0.000349133 -0.00272072 -0.000407662 -0.00361076 0.000821846 -0.000656687 -0.00219972 -0.00113633 0.00165931 0.00197883 0.000500689 -0.00163192 0.00208128 0.000618206 0.00171551 -0.00464002 -0.00466301 0.00183657 0.00158081
internal_weight=538.685 506.744 359.818 146.926 84.1466 111.933 107.888 7.83663 66.0094 52.5626 35.704 31.0664 34.9927 13.5146 7.93789 100.051 32.8006 19.6812 16.4631 275.671 216.081 59.5905 17.9346 18.1372 13.1284 197.611 11.0831 16.8586 192.141 168.268
internal_count=4034 3074 1931 1143 875 664 599 123 794 741 372 293 479 124 105 476 191 133 106 1056 798 258 101 81 67 743 80 369 716 645
is_linear=0
shrinkage=0.00503184


Tree=137
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 1 1 1 3 0 4 4 2 2 2 4 2 2 2 2 1 0 3 4 1 3 4 1 0 0
split_gain=20.2453 9.12841 16.1863 8.64604 7.21218 6.29967 6.68818 6.99907 6.17555 5.71884 4.50139 4.42358 4.4186 6.49432 5.24562 9.63798 5.36742 5.10093 4.63503 5.9262 12.593 5.9471 4.5945 4.02312 4.01438 3.90228 3.63349 7.95489 4.74269 5.8203
threshold=103.48144189910001 85.667718326750006 66.590419433100024 61.87486387225001 43.89540535710001 60.613977009100005 58.167480110400007 57.041016153700006 0.086955000000000018 90.407470010750018 38.064633603500006 44.952171034750002 -0.061874999999999999 -0.016334999999999999 0.048475000000000011 38.064633603500006 0.086310000000000026 -0.59502499999999992 -0.50001499999999999 -0.11572 75.408562100950022 97.878695155250014 0.11379500000000002 40.00488309970001 65.687097501250022 0.10507500000000002 38.625745710700009 64.02831883475001 85.995710218650018 85.812895065800021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 5 12 6 7 11 -6 24 -7 25 17 -14 15 -15 -16 -4 -19 -20 -21 -22 -18 -23 26 -1 -3 28 29 -28
right_child=-2 2 4 -5 8 10 -8 -9 -10 -11 -12 -13 13 14 16 -17 22 18 19 20 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0062730920039809424 -0.0043997703613121173 0.0040022087666047633 0.0025201334265549766 -0.0040273351493986757 -0.0052756153082719045 0.005396239950654671 -0.0061268091726887327 0.0039235563192244333 0.0010651601825081511 0.0051802494944133476 -0.00022601358046333197 0.00018884955672920762 0.0033175294299328784 0.003895173932273972 0.0032043693344666422 -0.0083660178401363354 -0.0016009474798998127 -0.0050547683343947093 0.0016360345459278858 -0.0040084328674168373 0.0057215878712635988 -0.0050595519614991171 0.0043000960739717296 0.0013209681701428653 -0.0028872684201520947 0.006636833830450363 0.0019158745526452463 -0.0041486416762463226 0.0024457840688704726 -0.0025232491233096034
leaf_weight=7.5049443561583811 25.391728298738599 23.773829855024815 14.59438121691346 21.867327379062772 14.273150054737927 9.7696466147899645 6.9431577585637561 9.498908802866934 7.2001288905739775 17.174136012792587 8.129028629511593 13.085582818835972 29.491979755461216 3.1355648189783079 18.153652563691139 5.5036154314875603 25.200621351599697 8.1478537470102292 24.583823896944523 30.592847660183907 7.1006489470601108 4.2705732658505431 4.912409394979476 11.036168225109575 5.4801879003643981 0.80807858705520619 24.069617554545403 7.0124828070402137 126.49036505818367 14.89957035332918
leaf_count=210 920 72 62 341 336 33 96 46 45 55 37 77 105 9 63 59 171 64 122 272 16 51 16 43 27 2 97 37 472 78
internal_value=0.000463656 0.000708335 0.00102834 -0.00105274 -8.59115e-05 0.000114233 -0.00117637 -6.39344e-05 -0.00314951 0.0020881 0.00284279 -0.00183399 0.000266403 0.0011917 8.99766e-05 -0.00391585 0.000806974 -0.000530438 -0.00104975 -0.000629139 -0.00167983 0.00149943 -0.000638296 -0.000459194 0.00182485 -0.00501817 0.00195644 0.00167444 0.00192124 0.00021861
internal_weight=530.096 504.704 427.098 77.6067 208.197 55.7393 37.8407 30.8975 21.4733 218.9 17.8987 21.3986 186.724 86.3978 56.9059 8.63918 48.2667 100.326 85.7319 77.5841 53.0002 22.4074 30.113 15.3067 201.726 8.31302 196.246 172.472 165.46 38.9692
internal_count=4034 3114 2272 842 1434 501 431 335 381 838 70 289 1053 423 318 68 250 630 568 504 382 110 187 94 783 212 756 684 647 175
is_linear=0
shrinkage=0.00558194


Tree=138
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 4 4 1 4 0 0 4 0 3 0 0 3 2 4 0 3 4 1 1 2 4 4 3 3 0
split_gain=13.5474 6.06301 8.20601 7.47082 5.93449 5.23664 4.68133 9.4156 10.7318 9.863 5.41397 5.67959 5.3721 4.99506 4.44623 8.79277 4.80557 4.26681 5.47836 7.28027 4.26193 4.31785 4.16252 9.45644 5.96261 5.13888 8.73271 6.15286 4.49466 3.79261
threshold=102.70985441565001 76.451683855550016 66.590419433100024 90.297243227400017 43.680097826700013 44.952171034750002 38.400997490450003 64.02831883475001 43.426640904350009 85.995710218650018 85.925810307250018 42.719328117250008 82.602876058000007 0.085665000000000033 91.937202686950016 90.767723400200012 0.12535000000000004 -0.086139999999999994 40.00488309970001 107.57327517365 0.087905000000000025 47.927946529500012 62.095317438950012 62.041548276350007 -0.08854999999999999 41.50623664750001 42.824128352900011 0.092465000000000033 0.089305000000000023 93.953546284800012
decision_type=2 2 2 2 2 2 2 2 2 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 6 14 -1 13 9 -9 10 11 -8 -13 -3 15 -4 29 -2 -19 -20 -6 -22 23 25 -25 -11 27 -27 -26 -16
right_child=17 2 4 -5 20 -7 7 8 -10 22 -12 12 -14 -15 16 -17 -18 18 19 -21 21 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=-0.0057316031297175614 -0.0067403583698374282 -0.00079101046108401068 0.0010209972323943341 0.0053220505777677408 -0.0047332208820623761 0.00022808204934461382 0.0008086524813431642 -0.0086229197463802212 0.0021478891746351974 0.0043644161628020222 -0.0074203589062034822 0.0029732551294548333 -0.0059326160225419188 0.004520568790178545 0.002705935415810299 -0.0096338197765609996 -0.0061166958004711114 -0.0066985880397332671 0.0048448144880361196 -0.0064104588468366494 -0.0039125262363704349 0.0058090387831575187 0.0035700519772227735 0.0028057516366899486 -0.0088473752438012164 0.00068107792142229067 0.0042218242193167149 -0.0088114811997041416 -0.00093753908131962967 0.0002391308373480681
leaf_weight=10.294147076085212 11.433168595656754 8.9402882978320104 7.3259897250682098 18.740230388939381 16.873720975592736 12.661665329709647 47.549954760819674 8.1963735818862897 6.3014242574572554 27.803822033107281 4.2919381335377684 3.4801759123802176 10.412881996482609 28.726756423711777 29.986025400459766 5.0311655160039663 4.0527216903865328 5.4995376002043477 6.528890945017336 3.3481591735035181 3.4711370002478352 3.5680089592933655 54.768034026026726 4.9552736431360271 6.2872787192463857 5.7084507718682307 10.90151299536228 4.8755688592791557 4.9405941143631935 120.27960341610014
leaf_count=354 519 50 42 64 365 81 224 75 74 87 28 21 129 99 109 50 50 211 39 208 33 13 217 15 43 22 33 33 21 725
internal_value=0.000421495 0.00066603 0.000825601 0.00154947 -0.000150047 -0.00244444 0.00125259 0.00087544 -0.00394142 0.00125094 -0.000681898 -0.0002112 -0.00370172 0.00325986 0.00026473 -0.00331707 0.000551545 -0.00386929 -0.00173453 0.00102946 -0.00304109 0.00101515 0.00230761 0.00125158 -0.00286438 0.00260297 0.000323529 -0.00369171 -0.00536681 0.00073139
internal_weight=497.235 470.425 447.469 256.881 190.588 22.9558 238.14 200.473 14.4978 185.975 65.735 61.443 13.8931 37.667 166.676 12.3572 154.318 26.8098 15.3766 9.87705 23.9129 7.03915 120.241 65.4725 16.1831 49.2894 21.4855 10.584 11.2279 150.266
internal_count=4034 3057 2622 1235 1387 435 1171 1022 149 873 402 374 150 149 976 92 884 977 458 247 411 46 471 254 79 175 88 55 64 834
is_linear=0
shrinkage=0.00620571


Tree=139
num_leaves=31
num_cat=0
split_feature=0 1 0 0 4 1 4 4 0 1 1 1 2 2 4 2 2 1 1 2 3 3 0 2 2 4 0 2 2 2
split_gain=8.37248 4.28632 7.19983 4.5723 4.34494 3.90977 3.88124 7.46991 3.92333 3.87601 3.57113 6.24486 3.43401 7.89963 4.30077 5.47823 4.13048 5.43737 4.28354 3.42906 3.33357 3.24616 3.35206 3.07062 4.21847 6.22986 3.06429 4.33803 3.0565 6.0752
threshold=107.57327517365 66.590419433100024 85.995710218650018 90.407470010750018 42.599563320500003 65.611820673600008 41.827117825850003 41.605323437500005 104.06483731340002 67.192634054300015 71.015621515800021 67.300172379550006 -0.061874999999999999 1.0000000180025095e-35 39.952536079750011 -0.090495000000000006 -0.13734499999999997 83.116371560950014 69.64719632740001 -0.073609999999999995 0.090735000000000024 0.076130000000000017 100.27142289135001 -0.58994000000000002 -0.23783499999999999 37.038444968100009 95.469836670350006 -0.122165 -0.59502499999999992 -0.14259499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 5 6 -4 7 8 9 -3 11 -8 14 -14 15 16 17 -11 -18 -17 -20 -6 26 -1 25 -25 27 -23 -16 -30
right_child=-2 4 3 -5 21 -7 10 -9 -10 12 -12 -13 13 -15 28 19 18 -19 20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.01198969361195441 -0.016675030653281495 -0.015278865754634795 0.0045158219083047055 0.013639340024773097 -0.018001609246612534 -0.0074062176498741533 0.017815671304276155 -0.02422271402320304 -0.017337765383887531 -0.013891350907614577 0.0092578375375653547 -0.021675624313618025 0.010330166554438198 -0.0015129158057811281 0.015887251739219795 -0.02325467491157034 0.020527033458485111 0.011994433215016457 -0.013738427439746192 -0.003276803424544518 0.0060328409257942688 0.0021034321981657916 -0.013623665371999598 0.012215734674707402 -0.00041368200834201649 -0.020549458204567224 0.0037859120789445976 -0.018803964805074114 -0.015553049345519494 0.0056839395098315145
leaf_weight=4.7564535699784747 7.1796420104801646 4.0401627048850051 129.14869884774089 13.957472585141657 4.9778390591964117 7.7561799883842459 1.712202832102778 3.4871929716318837 3.3926548147574058 9.8526167664676851 20.387635769322515 2.8181810118257999 26.751045439392328 34.049874495714903 4.3413570746779468 6.1265738289803267 3.4198892116546658 2.7639061063528052 3.4042480550706369 3.6449238508939761 6.7981111407279968 5.6130930781364423 7.2610311182215801 2.0442995214834792 91.934350687079132 6.3015650501474738 14.640687823295591 4.9832994788885152 4.6510327458381697 15.602653462439772
leaf_count=18 649 32 556 55 157 39 4 36 130 105 92 43 96 225 11 79 7 9 39 39 32 61 183 16 829 157 83 144 39 69
internal_value=0.000798379 0.00107678 0.00246431 0.00474697 -0.000746697 0.00384039 0.000442653 -0.000669247 -3.17429e-05 0.000436293 0.00634736 -0.00675038 0.000959262 0.00369778 -0.00178809 -0.00537865 -0.0014967 -0.00822054 0.00473072 -0.0158026 -0.00056429 -0.00573706 -0.00385846 -0.000814233 -0.00142154 -0.0125237 -0.00104888 -0.00772895 0.00346895 0.000807102
internal_weight=457.799 450.619 255.899 150.862 194.72 136.905 157.244 132.326 128.839 125.446 24.918 4.53038 121.406 60.8009 60.6053 36.0103 26.2388 12.6165 13.6222 9.7715 10.2024 37.476 32.4981 105.037 100.28 8.34586 25.2371 10.5964 24.595 20.2537
internal_count=4034 3385 1670 650 1715 595 1087 948 912 782 139 47 750 321 429 310 192 114 78 118 71 628 471 1020 1002 173 288 205 119 108
is_linear=0
shrinkage=0.0163093


Tree=140
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 4 0 3 3 1 0 3 4 2 3 3 2 2 4 3 0 0 2 2 2 3 0 4 3 3
split_gain=7.4917 3.60503 8.52342 4.69686 4.67763 4.21596 4.18671 3.92895 3.90331 3.46639 3.34022 3.58318 2.86796 3.60501 3.11752 4.18879 3.57455 3.97588 6.5147 5.22098 3.55336 5.41019 4.41649 3.12859 4.27237 2.99339 3.79962 2.83878 4.70143 4.0072
threshold=107.57327517365 71.096275259700022 96.039789794050009 85.667718326750006 61.87486387225001 36.728658719300007 85.121961326250016 -0.10747999999999999 0.076615000000000016 72.187789260650007 97.39208423365001 0.11531000000000002 43.940903692500008 -0.51146999999999998 0.090735000000000024 0.087555000000000022 0.13747000000000004 -0.59502499999999992 39.458743938000005 0.096010000000000026 98.674478761850011 101.55650587770002 -0.13734499999999997 -0.088224999999999984 -0.028049999999999999 0.10433500000000002 97.878695155250014 44.421469061800003 0.080395000000000022 0.080135000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 6 10 -1 -7 9 -3 -4 -12 14 -14 15 20 17 -16 19 -19 -9 -22 -23 -20 25 26 -25 29 -29 -5
right_child=-2 2 5 27 -6 7 -8 12 -10 -11 11 -13 13 -15 16 -17 -18 18 23 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0014364972010233853 -0.019242487328651813 0.014767577521766342 0.0090082492881292438 0.0084463310527947699 -0.011087233315227226 -0.021407362475430399 0.015902081570680859 0.0075213181137566238 -0.021563474585699644 -0.020777633544685422 -0.023677760744166339 0.011061194324108931 0.025241594068562127 -0.020143354828958824 0.0081680778097899462 0.012908573656598634 0.012825970620618224 0.01529131509446802 -0.025664961895517566 -0.01323108877278727 -0.019416118728182642 -0.02222422290838174 0.010336259802242493 0.007212332747987063 -0.028822134057283236 0.013515239655552513 -0.02477552848376097 -0.024495094193958667 0.0018734890172363017 0.0025207275421315397
leaf_weight=42.078061790205538 6.5093804700300089 2.4031300693750373 2.1406745538115484 51.388029363006353 16.34170794673264 2.6253225766122332 5.6146913841366759 17.304529827088118 10.184444890357552 1.6431495891883967 6.1646063411608338 1.2744782995432613 0.74520308151841153 3.7819761727005234 8.0097602577880007 18.686631288379431 5.5491765215992919 6.3844997752457875 5.6147611057385811 3.5532341208308935 5.7371905446052542 1.8490712316706694 7.4593489328399363 2.4396892264485341 2.7328774891793737 2.9757213070988655 2.8801728412508965 3.3813912943005553 8.3305303342640382 193.25329894945025
leaf_count=483 649 15 12 241 335 72 18 61 266 62 123 9 3 174 34 69 22 24 65 47 56 44 49 8 28 13 38 67 47 900
internal_value=0.000843405 0.00113886 -0.00161813 0.00218989 -0.0023791 0.000191144 0.00060471 0.00135473 -0.0153375 0.000333059 -0.0117522 -0.0177262 0.00197913 -0.0126727 0.00270664 0.00579943 -0.00122577 -0.00348 -0.00698997 0.00509314 0.00169293 -0.00501052 0.00386828 -0.0142048 -0.00837032 -0.00163272 -0.0101059 0.00333118 -0.00573948 0.00376543
internal_weight=449.037 442.527 122.14 320.388 64.0345 107.909 47.6928 98.3292 14.2307 4.04628 9.57976 7.43908 95.7038 4.52718 91.1767 51.0368 40.1399 34.5907 26.581 9.93773 32.3501 15.0456 9.30842 16.6432 11.0285 8.29558 5.31986 256.353 11.7119 244.641
internal_count=4034 3385 1294 2091 836 951 501 807 343 77 144 132 735 177 558 279 279 257 223 71 210 149 93 152 87 59 46 1255 114 1141
is_linear=0
shrinkage=0.01886


Tree=141
num_leaves=31
num_cat=0
split_feature=0 4 1 0 4 1 0 3 3 3 4 2 4 2 3 4 4 0 4 0 4 4 4 2 0 0 3 2 1 1
split_gain=6.70682 3.4309 3.64601 5.77343 4.47164 6.33729 4.93136 6.36286 4.60352 4.44736 4.3455 7.59448 6.00184 5.77145 4.15096 5.11984 5.43845 3.75317 3.45789 4.36298 6.88093 4.17395 4.91633 3.12074 5.10454 5.88167 3.01412 6.82419 2.87151 2.79073
threshold=107.57327517365 32.051492741500006 66.964115113200009 90.297243227400017 38.400997490450003 65.020359884900017 86.329079026800017 0.080770000000000022 0.085665000000000033 0.13377000000000003 41.872294782850005 -0.097294999999999993 41.385032804600009 0.13006000000000004 0.092835000000000015 41.872294782850005 41.319407281650008 85.764502819450016 43.89540535710001 91.937202686950016 37.784765830350004 47.709122305950011 49.122847560300009 -0.083064999999999986 85.57631075030001 67.04476885710001 0.098105000000000026 -0.067109999999999989 68.34060567600001 61.987779113750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 3 4 8 6 10 -8 -3 18 12 -12 13 29 15 16 -9 23 19 20 -4 -20 -23 -13 25 -25 -16 -28 -1 -6
right_child=-2 2 9 -5 5 -7 7 14 -10 -11 11 17 -14 -15 26 -17 -18 -19 21 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.023336103368730234 -0.015095555783165579 -0.00264637356279428 0.0067870569242160532 0.010398528338642183 -0.0074164996608742963 -0.016862229853123398 0.010698254038485733 -0.0016461800571175322 0.0096515129174414085 -0.019919085082108316 0.00085717855263727492 -0.017878578343849781 0.0083884960019010683 0.012709441415354537 0.011392568843847501 0.0023817356783077726 -0.021689866572558551 -0.018842386070637939 -0.01642439860691328 0.00087132267623406191 -0.02019606989621715 0.0088267278642690256 -0.011859742283352783 0.026402983612090643 0.011171275300536654 -0.016274486166547617 -0.01247219537414645 0.0068588675027096216 -7.1669306561035083e-05 0.00098850849474487216
leaf_weight=2.357301188632845 5.9005790231749407 9.0717212865129095 3.3642263468354923 17.198213241994381 20.033931117504835 4.4435717035084954 21.511083148419857 7.1738922372460383 25.462615948170424 2.5958567801862946 27.740953511558473 3.6279157698154441 19.580570687539876 5.377265188843011 10.993420504033567 18.610557772219181 5.0817553251981735 8.0932808928191644 6.2232343861833241 152.20759042631835 5.4263199111446738 5.315649623051284 4.8079330194741488 0.82177976332605052 3.990182526409626 5.1984028173610568 5.4382396116852787 15.309887163341044 2.3065893547609448 15.317912025377153
leaf_count=77 649 115 13 72 168 49 118 32 106 48 241 61 83 18 34 73 38 72 242 1083 72 36 173 4 25 153 29 55 34 61
internal_value=0.000602257 0.000815347 0.000952499 0.00211034 0.00149825 0.000641139 0.00104226 0.00374291 0.00642102 -0.000656639 -0.00102707 -0.00428335 0.00164408 -0.00159831 0.00135316 -0.00251753 -0.00995721 -0.0108454 -0.000374689 0.000284878 -0.00986937 -0.00687069 -0.000997775 -0.00609978 -0.00183095 -0.0104488 0.00511711 0.00179205 -0.0118304 -0.00377462
internal_weight=440.582 434.682 430.018 250.077 232.879 198.345 193.901 84.1188 34.5343 179.941 109.782 49.4725 60.3097 40.7291 62.6078 30.8662 12.2556 21.7316 177.345 160.998 8.79055 16.3468 10.1236 13.6383 10.0104 6.02018 31.7415 20.7481 4.66389 35.3518
internal_count=4034 3385 3274 1607 1535 1314 1265 379 221 1667 886 556 330 247 261 143 70 315 1619 1168 85 451 209 243 182 157 118 84 111 229
is_linear=0
shrinkage=0.0148237


Tree=142
num_leaves=31
num_cat=0
split_feature=0 1 1 1 4 4 1 0 3 3 3 4 4 2 1 4 0 1 2 2 1 4 2 4 4 4 2 1 1 4
split_gain=6.01285 3.07933 3.10315 5.25688 3.45052 4.06211 4.24691 6.39072 6.23634 5.18174 4.03089 3.61494 4.58219 4.56163 3.19669 3.07685 4.56134 9.83568 4.50367 4.727 3.97267 3.56953 3.51022 3.10077 2.92254 3.2692 7.21356 5.10004 7.4465 2.88583
threshold=107.57327517365 54.879495816850003 66.590419433100024 66.351146659450009 33.96174662340001 35.419594101850009 64.407391431150018 86.643628628100018 0.081765000000000018 0.088350000000000026 0.099465000000000012 41.257403903850005 42.47354681640001 -0.070909999999999987 62.095317438950012 41.975471476700008 85.121961326250016 58.167480110400007 -0.116995 -0.14138499999999998 57.576019321700009 44.756878345700009 -0.016334999999999999 48.96897326980001 38.804080188450008 40.280372415600006 -0.056724999999999998 61.987779113750001 61.923256118600001 43.120094701700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -6 7 15 -9 14 -3 -11 13 -13 -10 16 17 20 19 21 -7 -17 -19 -23 -18 26 -26 28 -27 -8
right_child=-2 2 -4 -5 5 6 29 8 9 11 -12 12 -14 -15 -16 18 24 22 -20 -21 -22 23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0190435949683723 -0.018459006925805155 -0.028230820178931096 -0.00074704068375036463 0.017395664693165658 0.013164203726480733 -0.0079181441512165378 -0.011109389826830591 0.015396579930273114 -0.018827828174588852 0.014090903010718669 0.0096845793813325354 -0.022985411254393445 0.010547977898190437 0.0055501167035117835 -2.8756624953709907e-05 -0.017795160944694341 0.015182572657586126 -0.023932974139877775 -0.0079924761759141046 0.019634831836718471 0.020586384603091201 0.0098278243494052814 -0.0011168015051569388 -0.0078652980091114388 -0.018725804594125321 0.0095311620961625529 0.0074191244696935098 0.0096692928216511338 -0.016171215730431683 0.0047560521672593958
leaf_weight=2.5336234970018259 5.3478032778948537 2.5983505593612781 183.29575683642179 7.4565107449889174 10.626948383636771 2.4781404528766897 13.365527385845782 20.546690944582224 4.3344368860125533 14.403376109898092 1.4350662827491758 3.7521034404635438 8.6192891448736173 3.6378050222992915 9.560394383966921 3.4800187963992419 7.4585228376090518 7.353094583377243 29.162983806803823 4.4452050104737273 4.6126413904130459 8.2299287077039462 3.1866642180830214 5.4142789691686621 6.4147405922412872 7.4632421806454641 7.6035930588841421 30.989271081984043 7.4029527977108955 5.2706584185361853
leaf_count=125 649 90 1715 30 48 51 87 121 31 53 6 27 26 14 40 42 23 137 282 16 14 43 23 33 34 24 26 107 36 81
internal_value=0.000675364 0.000914932 0.00103403 0.00238694 0.00190837 0.00220058 0.00166902 0.0024395 0.00712808 0.00329372 -0.0147407 0.00749096 0.00155302 -0.00893832 -0.00589305 0.000198641 0.00231146 -0.00591048 -0.00333975 0.00295097 0.0106244 -0.00137992 -0.0170346 0.00280686 0.00446432 0.00312914 -0.0045447 0.00547509 -0.00326791 -0.00662235
internal_weight=432.48 427.132 424.598 241.302 233.846 229.813 219.186 200.549 64.8541 44.3074 4.03342 30.4126 16.0092 7.38991 13.8948 135.695 84.9629 17.6305 50.7324 21.5694 7.09078 17.1242 10.5398 13.6442 67.3323 59.8738 14.0183 45.8555 14.8662 18.6362
internal_count=4034 3385 3260 1545 1515 1419 1371 1203 312 191 96 120 67 41 71 891 475 225 416 134 65 118 160 76 250 227 60 167 60 168
is_linear=0
shrinkage=0.0181578


Tree=143
num_leaves=31
num_cat=0
split_feature=1 2 2 1 2 2 2 2 3 1 2 0 1 4 1 2 2 3 1 0 1 1 2 2 2 0 1 0 4 1
split_gain=5.43961 3.53834 3.16543 2.77316 2.79149 2.70772 8.89226 5.96818 6.13946 5.13127 7.23011 4.84971 4.42286 4.33825 3.73337 3.53998 8.61044 3.99389 4.04014 4.6352 2.9355 4.23601 6.81203 2.90773 4.04174 5.12651 3.91632 5.63968 4.1045 4.4345
threshold=83.740093847200015 0.20949500000000004 0.22598000000000004 54.879495816850003 0.36215000000000008 -0.079634999999999997 -0.077085000000000001 -0.08262499999999999 -0.23921499999999998 58.167480110400007 -0.23349 102.21786657775002 56.551716773950005 41.605323437500005 82.457699319000014 0.04932000000000001 -0.010319999999999999 0.081965000000000024 62.837331883000012 97.225399829550014 64.665483411650015 62.036171360100006 -0.032369999999999996 -0.06483499999999999 1.0000000180025095e-35 86.329079026800017 62.132955852800002 89.415428960600011 38.334060527150008 76.830756451950009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 7 -7 8 9 10 12 -10 -5 23 -13 16 20 -17 -19 -20 21 22 -15 -8 25 -25 -26 -28 -29 -30
right_child=1 2 -4 4 -6 6 13 -9 11 -11 -12 14 -14 15 -16 17 -18 18 19 -21 -22 -23 -24 24 26 -27 27 28 29 -31
leaf_value=-0.018814111833998646 -0.019187208124892316 0.036014928044835075 -0.018526397766107781 -0.03009893016340524 -0.01564968970559415 0.016220482793667945 -0.0031635811244904053 -0.011844094914022118 0.0019235127812963662 -0.020872421942486341 0.023664401441708248 -0.022850434590345962 0.0070745078650466973 -0.028774749780102797 0.010768220769539793 0.011555108324961655 -0.027797934411756299 -0.028382308332683712 0.0084876983712482961 -0.02394670683624802 -0.017189097860640701 0.0062861445150666009 0.0088717359836430962 -0.0018230889356385923 0.0085821946033536062 0.010688166818763322 -0.029559031499346137 0.0060581013129879782 -0.013029671595545063 0.0036771669877563602
leaf_weight=2.3020655578002325 6.8612590515986067 0.79124798625707604 0.61313125863671303 2.4183536423370242 3.237256600521504 14.576358810067175 19.61485152784735 13.49888363946229 181.96935119852424 7.6744660465046763 2.6835599951446039 4.4423405826091757 1.8217892041429875 3.4412932209670544 1.4135933406651018 9.0701700923964399 5.317068872973322 1.9323029946535806 5.9603828098624945 1.8820646218955515 3.6456533055752507 13.064465660601853 2.8548216857016184 14.004067085683344 15.589960653334854 44.156505679711699 2.2817456740885964 17.433789230883121 11.869923442602159 9.1208882648497802
leaf_count=125 693 2 62 26 54 96 123 114 1405 141 24 117 20 32 20 57 67 28 55 30 50 64 16 69 70 202 21 93 97 61
internal_value=0.000620095 -0.0138538 0.012203 0.000906802 0.0010162 0.00114724 0.00268156 -0.000244211 0.000529343 -0.0107261 0.000520422 0.00140414 -0.0141273 0.00159268 -0.0147351 -0.00310707 -0.00713331 0.00294426 -0.00504591 0.000703949 -0.00235743 0.00043542 -0.0117049 0.00324611 0.00434456 0.00767567 0.000903139 -0.00203783 -0.000403557 -0.00577025
internal_weight=425.544 8.26564 1.40438 417.278 414.976 411.739 195.816 215.922 202.423 14.5982 6.9237 187.825 4.24014 181.24 5.85593 47.1682 28.3233 18.8449 9.77475 7.84245 23.0062 19.3606 6.29611 134.072 114.457 58.1606 56.2963 40.7063 38.4246 20.9908
internal_count=4034 757 64 3277 3152 3098 1231 1867 1753 211 70 1542 46 1135 137 399 229 170 113 85 162 112 48 736 613 271 342 272 251 158
is_linear=0
shrinkage=0.0180177


Tree=144
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 4 2 1 2 3 2 4 2 4 3 1 2 4 3 4 1 3 2 2 1 3 4 2 2 1
split_gain=12.7497 5.70934 8.96592 6.82761 5.87023 4.72238 4.55113 4.91948 4.26933 4.1008 4.28578 3.97678 3.91198 3.71898 4.52592 3.30669 3.39122 3.28257 5.0883 3.55295 3.18864 5.78087 4.47566 7.12449 5.03259 3.59572 7.28257 4.05754 3.11312 5.02056
threshold=81.479100559500012 70.171445662850019 85.705356740550016 94.773526014550015 0.10184000000000003 48.226196960950006 -0.14138499999999998 62.052302108850007 -0.048954999999999992 0.082535000000000011 -0.068964999999999985 41.898943182100005 -0.59502499999999992 35.171584490050009 0.11531000000000002 75.634392583900009 -0.167075 36.491284729650012 0.10608500000000003 42.198888176300009 75.408562100950022 0.089850000000000027 -0.095854999999999996 -0.076484999999999984 73.037342029850024 0.09914000000000002 41.092444989200011 -0.10423499999999999 -0.24385500000000002 83.740093847200015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 12 11 9 15 20 -8 -1 -6 -15 16 -5 -10 19 -19 22 -22 24 -24 -11 27 -27 -23 29 -2
right_child=28 3 -4 8 13 -7 7 -9 17 10 -12 -13 -14 14 -16 -17 -18 18 -20 -21 21 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0056703613236676557 0.003671204981349561 -0.0033576177765936824 0.0013607827114306135 0.003463673198220251 0.0059165508239628125 0.0013311079852341889 0.0012069849278918206 -0.0060584587669834941 -0.0029125028665273581 0.0025693901401439073 -0.0056542571174777977 -0.0026441684367164383 -0.0051202836683523203 0.0025867215505837081 -0.0040324299587082713 -0.0064383224927116022 -0.0038253285752795491 0.0032564986790603809 -0.0033418810384045336 -0.00027798748873392436 0.0036102044824327297 -0.0076193718054751135 -0.0066989048266318449 0.0039778200264489255 -0.0038696628248717207 -0.0044501227692926287 0.0046017044367480699 0.00031971125564159391 -0.0040706564005447924 -0.0057276544121763707
leaf_weight=0.92273581027984519 3.7948781866580275 16.941469540819526 252.29356009699404 2.6218343786895275 4.6065069735050228 13.369866415858267 17.756515216082338 4.3763181846588841 4.3607292659580699 9.8190014921128732 3.4085412994027129 11.283078091219066 13.688645491376517 8.819029111415146 3.8046181462705126 5.2036735564470291 4.3961136993020755 27.7246114294976 4.5742780789732924 9.9419650714844447 14.494240302592518 3.3310503531247377 6.5724488757550716 2.1290700174868125 4.579876232892274 3.6806381661444885 6.0396906957030296 3.2947653234005001 20.020748960785568 2.3791065011173487
leaf_count=3 23 307 1041 34 14 53 107 79 39 57 44 186 366 35 32 105 52 108 35 72 56 37 86 9 38 42 22 15 800 137
internal_value=0.000343458 0.000537816 0.00089467 -0.000349319 -0.00060096 -0.00133519 -0.00207744 -0.0010449 8.93819e-05 -0.000706478 -0.000137962 -0.000289347 -0.00443883 0.00201537 0.000591787 -0.00337421 -0.00110223 0.00127751 0.00171007 0.00232358 0.000210615 0.00127799 -0.00121439 -0.00408655 0.000521309 -0.000790006 0.0011742 -0.00367157 -0.00309957 4.94131e-05
internal_weight=490.23 464.035 330.921 133.114 78.6273 61.3972 48.0273 33.4159 116.173 69.5709 57.3493 29.0396 14.6114 17.2302 12.6236 12.2216 7.01795 46.6016 42.2409 37.6666 53.9408 30.8404 23.1004 8.70152 14.3989 16.3461 9.72033 6.62582 26.1947 6.17398
internal_count=4034 3074 1916 1158 875 794 741 372 851 597 406 293 369 81 67 191 86 254 215 180 362 172 190 95 95 116 64 52 960 160
is_linear=0
shrinkage=0.0050725


Tree=145
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 4 2 1 0 3 3 2 3 4 2 1 4 3 1 2 2 1 3 3 2 2 0 3 2 2
split_gain=5.12214 2.62307 3.61731 5.1698 3.35381 2.91993 2.82733 3.89094 3.79364 3.48248 4.26094 4.01824 2.8214 3.37824 3.22502 4.06971 2.8092 3.92291 2.80147 3.6474 6.57248 3.79043 3.40169 3.23398 3.40327 2.79573 2.76893 4.35189 2.67345 2.59626
threshold=107.57327517365 94.047642319350018 94.773526014550015 -0.14910499999999999 85.705356740550016 34.41230404325001 -0.048954999999999992 81.479100559500012 104.45466374235001 0.082535000000000011 0.076615000000000016 -0.068964999999999985 0.10184000000000003 48.226196960950006 -0.14138499999999998 62.052302108850007 42.094663496250007 0.088435000000000027 75.408562100950022 -0.095854999999999996 -0.076484999999999984 73.037342029850024 0.089505000000000015 0.089505000000000015 -0.59502499999999992 -0.59502499999999992 98.911063077300014 0.086230000000000015 -0.13509999999999997 -0.50001499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 12 -4 9 16 -9 10 -7 18 13 14 25 28 -8 -18 19 21 -21 22 -11 26 -25 -1 -20 -28 -16 -26
right_child=-2 2 5 -5 -6 6 7 8 -10 11 -12 -13 -14 -15 15 -17 17 -19 23 20 -22 -23 -24 24 29 -27 27 -29 -30 -31
leaf_value=0.019968286089022697 -0.022180929418755695 0.0098318575277919779 -0.018021467212026996 -0.021238627674020988 0.003526401835416196 -0.0021510973255262113 0.0098382719831041805 -0.026949336576917459 0.018563611555225314 -0.0072221102758119231 -0.027257893614631899 -0.02477372380792494 0.0063359398634546911 0.005497122286125017 0.024241162281120141 -0.025698046339385397 0.003902709789437984 -0.028753147170353266 0.024456821217281346 -0.028595011106294838 0.016779084987117512 -0.016187886033924636 0.018613800464405802 0.011424249590467814 -0.028329293466247317 -0.02068019811413473 -0.018473193809606003 0.015699672593784721 -0.0026376797965000486 -0.0026940790236552733
leaf_weight=0.87667422369122405 4.607763339765369 3.5440386859700075 4.313942893408238 9.1884316336363536 214.48840795457363 7.8421417130157334 31.42454669624567 3.2846191003918639 1.1920935362577436 3.9441324993968028 5.487114479765296 3.0049948915839257 14.847565177828072 12.411728352308272 1.9127914607524861 3.5148751921951762 7.8541965875774604 2.2630657479166985 5.9296052679419509 5.865501313470304 2.0601089764386336 4.0707197636365882 6.3561757653951645 7.3926143096759871 2.2734940806403694 10.32825841614976 2.6062509184703213 5.612419294193387 23.227852928452204 11.09272434655578
leaf_count=3 649 56 70 177 1091 133 144 63 15 40 184 45 84 53 6 82 55 30 16 85 9 36 24 31 29 367 40 32 287 98
internal_value=0.000734385 0.000986861 -0.00149813 -0.0125903 0.00219228 -0.000357983 0.000279367 0.00452767 -0.0148298 -0.00237913 -0.0124865 -0.000141514 -0.00207104 -0.00445898 -0.00755911 -0.00367206 0.00661371 -0.00340187 0.00115245 -0.00489877 -0.0168009 0.00166524 0.00872087 0.00501762 -0.000473827 -0.0174999 0.0130749 0.004863 -0.00059264 -0.00705444
internal_weight=422.819 418.211 136.603 12.7325 281.608 123.87 119.557 46.0185 4.47671 73.538 13.3293 60.2087 67.1197 52.2722 39.8605 28.6555 41.5418 10.1173 57.2037 22.2966 7.92561 14.371 10.3003 34.9071 20.7588 11.2049 14.1483 8.21867 25.1406 13.3662
internal_count=4034 3385 1412 233 1973 1179 1109 307 78 802 317 485 882 798 745 375 229 85 440 194 94 100 64 246 158 370 88 72 293 127
is_linear=0
shrinkage=0.0218537


Tree=146
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 1 1 0 4 4 2 4 4 3 2 2 2 2 4 4 4 3 3 2 3 2 4 0 0 0
split_gain=16.5082 13.1184 7.80795 8.38789 6.20501 5.71709 8.09217 5.3199 5.15689 5.14322 4.81857 4.96066 4.33988 5.07883 4.1591 4.85402 4.66535 3.96798 3.53355 3.39345 5.08349 3.64868 4.6452 4.50624 7.34005 8.0879 5.09472 6.33773 7.19356 5.60762
threshold=70.206395618550019 85.705356740550016 103.48144189910001 96.039789794050009 0.10184000000000003 71.096275259700022 70.776348742200014 95.262825394300009 43.89540535710001 48.226196960950006 -0.14138499999999998 41.872294782850005 35.171584490050009 0.11531000000000002 0.22598000000000004 0.059320000000000012 -0.016334999999999999 -0.25236500000000001 48.96897326980001 44.421469061800003 47.927946529500012 0.080135000000000026 0.079220000000000027 -0.094519999999999993 0.093325000000000033 0.0023400000000000005 42.488347682450005 86.103248543850015 87.350693116400024 86.692020874450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 9 6 7 -2 14 10 -1 -12 -6 -14 15 16 -5 -10 -11 21 -21 22 -3 -23 25 26 27 -25 29 -29
right_child=2 19 -4 8 12 -7 -8 -9 17 18 11 -13 13 -15 -16 -17 -18 -19 -20 20 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0032298557376902325 -0.0041446593855088169 0.0013945442164828179 -0.0027163165971687436 0.00030272851709650596 0.0042724159255899839 -0.003284544503681396 0.003263078451675951 0.0032673026068275328 0.0024903076220083213 0.0027337396206411667 0.00031971436270683361 -0.002461961331307781 0.0017837968126111184 -0.0031566862860212394 -0.0024145237870115696 0.002050065161173079 -0.0039451768792053673 -0.0041212760479676204 -0.00096765256286470043 -0.0035964083809645444 0.0017844350661642726 0.0017719730240264282 0.0036813677062642967 0.0031649512702007104 0.0014377211176989494 -0.0034357004520575228 -0.0015936230698844621 -0.00010017223007751749 0.0014518423955749912 -0.0052797605355137476
leaf_weight=15.577606624923645 5.9095734469592589 41.395587027072906 20.483670719899237 71.895211566239595 4.9307211339473751 18.300851171836257 5.3451192677021027 1.6116355285048483 1.4873101264238355 7.0152293741703016 20.649573639035225 14.113364182412623 8.9519852548837644 3.9091645292937747 6.6821283213794223 21.518112398684025 3.5477428399026385 5.8791620880365363 6.495610386133194 4.7609023563563806 4.434428833425045 66.279757991433144 16.146029658615589 11.646113142371176 68.655094727873802 9.0354139879345876 14.355775900185106 6.5765089169144648 17.529840618371964 4.6772180944681168
leaf_count=369 98 155 920 397 14 343 19 5 5 19 135 237 35 32 62 77 29 148 34 50 17 217 76 37 244 67 73 25 63 32
internal_value=0.000321622 0.000767065 -0.000629004 -0.000328282 -0.000500606 -0.00198593 -0.000138806 -0.00255643 0.000137122 -0.00102685 -0.00155855 -0.000809615 0.00138797 0.00028213 0.000344911 0.000535079 0.000102969 -0.00278638 0.00095422 0.00115689 -0.00100151 0.00123433 0.00203622 0.00100218 0.000617039 -0.000265808 0.000256982 0.000914095 3.3766e-06 -0.00225289
internal_weight=509.796 347.136 162.661 142.177 81.6433 31.1672 12.8663 7.52121 111.01 63.8514 50.3405 34.7629 17.7919 12.8611 103.643 96.9611 75.443 7.36647 13.5108 265.493 9.19533 256.297 57.5416 198.756 132.476 63.8209 54.7855 40.4297 28.7836 11.2537
internal_count=4034 1931 2103 1183 875 465 122 103 718 794 741 372 81 67 565 503 426 153 53 1056 67 989 231 758 541 297 230 157 120 57
is_linear=0
shrinkage=0.00361617


Tree=147
num_leaves=31
num_cat=0
split_feature=1 4 0 1 0 1 4 4 0 2 2 2 1 1 0 4 0 0 2 2 1 3 1 3 2 3 0 3 1 0
split_gain=10.162 6.09761 8.17746 5.95929 6.5192 6.39459 4.51088 8.08861 3.96764 4.39003 5.3604 5.71074 6.39942 7.47375 4.9852 4.72957 3.35722 4.57224 3.34221 4.22166 3.31802 3.56545 5.13344 5.44308 3.03251 5.5356 2.84877 2.83765 2.78371 3.59191
threshold=83.740093847200015 42.779078631750004 75.462331263550013 64.407391431150018 88.606203063300015 65.29995953045001 42.67709657435001 42.141702038450013 100.15850764985002 -0.5775499999999999 -0.23783499999999999 -0.10290999999999999 69.873026810350026 62.00390986255001 86.20003303655001 44.262924377150007 86.692020874450009 85.764502819450016 0.20949500000000004 0.22598000000000004 62.014663695050011 0.084565000000000015 76.279622535200005 0.087905000000000025 -0.23375499999999999 -0.11012 97.674372337300014 0.092505000000000018 66.590419433100024 90.407470010750018
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 7 -4 9 -3 26 12 13 24 15 -13 17 -9 -2 -20 -16 -22 23 -23 -12 -26 -11 -5 29 -7
right_child=18 8 3 5 -6 28 -8 16 -10 10 11 14 -14 -15 20 -17 -18 -19 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0060155678662693777 -0.0061561525509619061 0.0047933059583226368 0.0015574646390653331 -0.010886860953686664 0.005669965453257036 0.00075267349921652254 0.0045217574307942513 -0.00062506986302759168 -0.0050976180636072167 -0.0067474220340690682 0.0026127148474412512 -0.0072646149673954198 -0.0041830693491024251 0.0055616963514974384 0.0037151946619844046 -0.00019454767792964614 0.00085684084672383264 -0.0086725254866966313 0.012377315656786294 -0.0059510265929253042 0.0014403182458847638 -0.0090562603414169416 0.0045091008475985784 -0.0015245521015517139 0.0017408001890593424 -0.0080143219174210814 0.0042653240863178088 -0.0022194195023734109 0.00015155497737611259 0.0056434521031248066
leaf_weight=5.6492717480286947 10.075332882814108 4.9726819805800906 131.66110491007566 2.2821854874491683 12.834149919450281 15.790611714124681 14.055481296032665 4.2905853725969774 6.538799922913312 6.5317306360229841 6.184212252497673 8.3310000076889974 5.5159747935831538 13.999850697815416 5.3412233889102962 5.010611565783619 4.9224498420953742 5.1211983263492584 0.78136655688285717 0.88767640199512243 9.9878393970429915 5.0755723640322712 2.5755303986370555 8.4643248654901964 4.142158105969429 3.5912879668176192 0.88156450912356366 2.7591671533882618 158.85389886796474 7.2434492483735076
leaf_count=255 693 17 551 30 51 61 74 39 176 183 20 153 140 45 15 44 19 42 2 62 79 62 18 45 17 38 6 19 1053 25
internal_value=0.000374818 0.000508925 0.000849303 0.000957086 0.00172661 0.00024538 0.0014104 0.00111085 -0.000771602 -0.000459403 -0.000764427 -0.000321504 0.00147683 0.00259513 -0.00166399 -0.00460936 -0.00299129 -0.0050039 -0.0049076 0.00262943 -0.000414296 -0.00125927 -0.00293239 -0.00434789 -0.000388965 -0.00278932 -0.00543782 -0.00614311 0.000422449 0.00229066
internal_weight=474.352 462.608 365.464 359.814 172.885 186.929 160.051 145.995 97.1444 90.6056 85.6329 78.2196 33.4335 27.9175 44.7861 13.3416 14.3342 9.41178 11.7444 1.66904 31.4445 26.1033 16.1154 13.5399 13.9177 7.73345 7.4133 5.04135 181.888 23.0341
internal_count=4034 3277 2219 1964 776 1188 725 651 1058 882 865 676 260 120 416 197 100 81 757 64 219 204 125 107 75 55 189 49 1139 86
is_linear=0
shrinkage=0.00575046


Tree=148
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 4 4 1 0 2 0 3 3 4 4 4 0 4 2 0 4 4 4 0 2 4 3 2 4 2
split_gain=5.09085 3.09384 2.61263 2.65962 5.04575 3.40957 4.13221 5.28264 3.26963 9.40652 3.14155 5.07503 3.20681 4.40105 4.35626 3.06739 5.87635 4.69188 4.58174 4.00004 3.62561 3.35573 4.06562 8.10734 3.2781 2.91967 2.94036 2.82022 3.99574 3.7468
threshold=83.740093847200015 0.20949500000000004 54.879495816850003 66.590419433100024 90.297243227400017 33.151194885250007 38.400997490450003 65.020359884900017 81.87699236280001 -0.231905 86.329079026800017 0.080770000000000022 0.092835000000000015 41.872294782850005 41.319407281650008 41.942745071500006 85.812895065800021 41.385032804600009 0.13006000000000004 85.791387400750025 42.753078181500008 42.434124620650003 42.719328117250008 84.226704768850013 -0.063749999999999987 43.680097826700013 -0.52484999999999993 -0.16276499999999997 47.927946529500012 0.04932000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 10 9 -7 15 -12 13 14 -13 17 19 18 -8 21 -18 -17 -23 -24 -19 26 -5 28 -27 -29
right_child=1 -3 3 25 -6 6 7 -9 -10 -11 11 12 -14 -15 -16 16 20 24 -20 -21 -22 22 23 -25 -26 27 -28 29 -30 -31
leaf_value=-0.019247457253555724 -0.019636887595221586 0.01113597452307691 -0.02101903119649394 -0.029857394614179675 0.013060723043511975 0.023574770329831608 -0.0041534707474435856 -0.019659431550747942 0.010669279281214649 -0.025515097773507821 0.012319802252596917 -0.0022229682153415329 0.0056954917733761977 0.0028812487334390706 -0.024866824470876764 -0.022415437231654709 -0.02932014891924082 0.01326226905525515 0.014912825961470394 0.022842722352757309 -0.0072634763366862679 0.014753597721033011 0.002198796662905113 -0.023026328529130329 -0.0049683744872541097 -0.012522161729941667 0.00036366677647709617 -0.021447944810533047 0.013703699393952433 0.00078403140220293483
leaf_weight=2.1808933466672888 6.3535091751255086 1.3539307164028285 2.2453411770984522 1.107574090361594 14.057177588343619 2.290495201945304 34.389239294454455 4.2055034758523098 26.655571134760976 3.1914487481117249 19.237198788672686 7.0597001537680644 30.023571163415909 18.260090805590153 4.9285544231534004 2.6442841440439251 4.4328287579119188 15.421212506480517 4.9218358099460593 2.2842417806386939 5.9808222241699696 4.8615844435989883 18.374690244905654 5.7036989703774443 4.3114348109811536 3.8647476853802827 156.94504914060235 7.191539569757877 4.0794890886172652 4.0469394279643893
leaf_count=125 693 64 83 18 64 9 212 47 105 97 118 32 118 73 38 39 44 57 18 5 36 30 190 106 24 86 1130 282 29 62
internal_value=0.000652566 -0.0142312 0.000929057 0.00103568 0.00232289 0.00164119 0.00187333 0.00082137 0.00799575 -0.00500411 0.00129246 0.00405436 0.00141625 -0.0028312 -0.0115322 -0.000832814 -0.00451004 0.00192507 -0.00176633 -0.000776582 -0.0166524 -0.00248478 -0.00066369 -0.00377654 0.00927901 -0.000674557 0.000151889 -0.00748391 0.000945226 -0.0134423
internal_weight=422.604 7.70744 414.897 412.716 235.481 221.423 219.178 187.04 32.1375 5.48194 182.835 79.5091 60.2719 30.2483 11.9883 103.326 44.2822 59.0437 39.3111 33.8685 10.4137 31.5843 28.94 24.0784 19.7326 177.235 158.053 19.1827 7.94424 11.2385
internal_count=4034 757 3277 3152 1545 1481 1398 1187 211 106 1140 379 261 143 70 761 450 311 230 370 80 365 326 296 81 1607 1148 459 115 344
is_linear=0
shrinkage=0.0184828


Tree=149
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 3 0 4 1 4 4 2 0 1 1 0 1 1 2 1 4 2 0 1 0 0 0 4 0 2
split_gain=4.59576 2.3372 2.26834 8.13496 4.81997 5.40931 5.17324 4.25371 4.64324 4.16969 4.08305 3.67794 4.07297 5.43609 3.63239 6.08235 7.04928 5.85355 5.51257 5.4132 8.83428 3.59434 2.74191 2.51831 3.58682 3.54924 5.58642 3.91859 4.23902 3.24465
threshold=107.57327517365 0.36215000000000008 -0.079634999999999997 -0.077085000000000001 -0.08262499999999999 -0.23921499999999998 102.21786657775002 42.558389508100007 60.613977009100005 40.750688432250008 48.86568841230001 -0.06828999999999999 86.054856297550018 65.536543845950021 63.530954080650012 86.329079026800017 62.030794443850006 65.29995953045001 0.066710000000000019 61.987779113750001 40.241071441700008 -0.013805 86.89903215050002 81.479100559500012 104.72350955535002 101.10215645365001 98.911063077300014 39.420767558750008 93.899777122150013 0.15844000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 10 -7 8 9 -5 -1 12 -10 -14 15 16 18 -16 19 20 -13 -11 -6 25 -25 26 27 -19 29 -29
right_child=-2 -3 3 7 22 6 -8 -9 11 21 -12 14 13 -15 17 -17 -18 23 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.018658074164986646 -0.020106438574676706 -0.015887355951534128 0.017293171042517368 -0.038445930124096792 -0.003256429502746802 0.0018581683048790724 -0.016271453138557258 -0.0067523607313636873 0.0081134129411165566 0.023912317257335169 0.0044352188866458196 0.008460357471402986 -0.027881814650491964 -0.0019713310498420005 -0.021885192135537468 0.015359184244726915 -0.023174622026188575 0.0079568756792238824 0.021000812816478698 0.011646421828640991 -0.032656832190477651 -0.02273112103609326 -0.021274652497991663 -0.024264519677859132 0.017628424123401515 0.013065875919708193 -0.020616582853799081 -0.026251528056667819 0.0034423277560405269 -0.0015191710614903438
leaf_weight=9.7229259642772359 4.1560765150934449 3.2544194161891928 13.651126742362974 2.0155231039971104 6.8520185360684973 180.11238665971905 6.4080079374834886 21.995841464027762 6.8177668899297741 1.2431103978306057 4.3596734171733251 4.2199959568679386 4.7407408207654944 9.6906103361397964 3.9242105390876523 25.530695930123329 3.8070359826087943 31.51458746753633 6.7466312684118739 7.6125658042728892 4.0032116323709488 1.360244578681886 6.4420217117294669 2.8470122618600722 1.1194228772073982 13.242777857929466 4.1002616845071307 4.2414171826094407 15.475311607122419 4.1025397889316082
leaf_count=193 649 56 96 24 47 1427 221 292 26 4 23 17 35 68 40 107 34 126 22 26 29 61 69 55 15 70 43 36 91 32
internal_value=0.000639368 0.000849073 0.000982604 0.00253518 -0.000425571 0.000340656 0.00123532 0.00141813 0.00255302 -0.0170351 -0.0115089 0.00314152 -0.00451635 -0.010483 0.00436974 0.0084595 0.00178434 0.00173417 0.00599203 -0.000402278 -0.0115563 -0.000458729 -0.0119877 0.0029435 -0.0124413 0.00378315 0.00171483 0.00336959 -0.00269971 -0.0140912
internal_weight=415.31 411.154 407.9 194.003 213.897 200.603 186.52 180.352 158.356 4.61888 14.0826 153.737 21.2491 14.4314 132.488 51.9201 26.3894 80.5675 22.5824 15.8358 8.22321 2.60335 13.294 76.6433 3.96644 72.6769 59.4341 55.3339 23.8193 8.34396
internal_count=4034 3385 3329 1349 1980 1864 1648 1253 961 89 216 872 129 103 743 235 128 508 94 72 46 65 116 468 70 398 328 285 159 68
is_linear=0
shrinkage=0.0198279


Tree=150
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 3 3 0 1 2 2 1 1 0 3 3 1 2 1 1 1 0 3 1 2 4 4 3 2 3
split_gain=16.7778 8.01708 13.4772 9.16545 7.2612 6.13569 5.71462 5.048 7.47122 4.65979 7.24856 7.12261 6.73361 4.46293 4.41726 4.37478 6.86889 4.37528 5.06752 4.32894 7.04572 4.87689 4.19318 3.5653 3.48487 3.32449 5.87853 4.50415 5.05151 6.93865
threshold=103.48144189910001 70.206395618550019 85.667718326750006 96.163458868000006 61.982402197500001 1.0000000180025095e-35 -0.10747999999999999 97.878695155250014 78.10777406390001 -0.59681499999999998 -0.092710000000000001 81.320481529800006 83.116371560950014 71.131225215400022 -0.16320999999999999 0.078905000000000017 60.613977009100005 0.022350000000000005 58.167480110400007 71.096275259700022 70.776348742200014 95.262825394300009 -0.11012 58.613764160050003 -0.083424999999999985 44.421469061800003 47.927946529500012 0.080135000000000026 -0.079634999999999997 -0.11789499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 5 13 -5 24 -9 -10 12 -12 -11 -1 -6 -7 17 18 -17 20 21 -3 23 -15 -8 27 -27 28 29 -4
right_child=-2 3 25 6 14 15 7 8 9 10 11 -13 -14 22 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0047693343231597829 -0.0030682410141581783 -0.004713228847908763 -0.0032538265150696502 -0.0048015923977849408 0.001584971213990568 0.0044564474026975911 0.00020234538818882873 -0.0020402367715949246 0.0041524169118616486 -0.0051824744329599468 0.0022285349606669886 -0.002887783116960892 0.0025444584421161587 0.0016530009840361418 -0.0041771742971739665 0.0022689966350530775 0.0020867246395443496 -0.0057546177587213662 -0.0039119636569130666 -0.0033883061255676698 0.0032068895672747754 0.0028982951015485725 -0.0039350408952689517 -0.0035234131570550152 0.002598627515558046 -0.0043398494892248497 0.0021975928214267673 0.001055487030346019 0.0031023012426181257 0.0023654247582731835
leaf_weight=5.8617036771029261 23.451394030824304 5.897885322570799 5.6776748485863235 3.6690619494765988 2.7092798836529264 5.344176407903432 18.320485398173332 25.466553669422865 5.8854351490735999 6.5562815535813552 23.532624453306202 5.6976461783051482 2.6778051219880581 10.438815549016001 13.026488216593858 5.2245552092790621 17.597158096730709 3.5377161186188451 3.9092817679047585 20.330039272084832 5.4537470489740372 1.8687185272574423 4.8036944549530736 2.8570069111883631 23.170670922845602 4.7576336562633497 4.5234543681144714 200.91075712069869 42.112235173583031 10.659282550215719
leaf_count=175 920 98 33 67 23 15 84 200 16 116 84 52 11 66 250 27 78 46 42 355 19 7 64 49 74 54 17 789 164 39
internal_value=0.000324779 0.000486352 0.000830602 -0.000310844 -0.000704425 -4.91893e-05 0.00024012 0.000406311 -0.000267753 0.000750044 0.000229447 0.00123125 -0.00294173 -0.0016556 -0.00318509 0.00103164 0.000426967 -0.00187796 -0.000376454 -0.00219899 -0.000370067 -0.00288182 -0.000647187 0.000540693 0.00154055 0.00126093 -0.0011536 0.00134733 0.00235049 0.000412535
internal_weight=515.929 492.478 343.951 148.527 75.3099 59.5741 114.977 111.308 69.8163 44.3498 38.4644 29.2303 9.23409 23.9612 15.7358 35.6129 30.2687 12.6716 9.13384 33.5504 13.2204 7.7666 18.0995 13.2958 41.4912 268.641 9.28109 259.36 58.4492 16.337
internal_count=4034 3114 1931 1183 835 562 704 637 479 279 263 136 127 354 273 208 193 115 69 479 124 105 179 115 158 1096 71 1025 236 72
is_linear=0
shrinkage=0.00410586


Tree=151
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 4 4 0 4 2 4 1 0 0 3 1 1 2 1 1 2 2 4 4 2 0 3 2 1 2
split_gain=12.9364 5.96024 8.55812 7.48818 5.68688 5.16235 5.77755 4.83917 5.07989 5.71374 4.5121 4.33278 4.13258 8.37201 4.61205 4.0499 7.00055 4.44109 3.92965 6.60972 3.9978 6.74655 6.46597 7.0734 4.68718 4.31568 5.14717 4.13417 5.00421 9.63708
threshold=102.89804648475001 76.451683855550016 66.590419433100024 90.407470010750018 43.89540535710001 47.709122305950011 49.122847560300009 85.995710218650018 41.942745071500006 -0.12546499999999997 44.952171034750002 65.611820673600008 91.937202686950016 90.767723400200012 0.12535000000000004 58.167480110400007 60.613977009100005 0.18145000000000003 68.20618276945001 68.910558799650019 -0.061874999999999999 -0.016334999999999999 38.244973486750006 35.050303764500008 -0.59502499999999992 101.86567856270001 0.10371000000000001 -0.50001499999999999 75.408562100950022 -0.117885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 7 12 -6 -7 8 15 -10 -1 -9 13 -4 18 -3 -17 -18 -14 -20 22 -22 23 -21 -24 26 -23 -26 29 -29
right_child=-2 2 4 -5 5 6 -8 11 9 -11 -12 -13 14 -15 -16 16 17 -19 19 20 21 25 24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0045123458955656478 -0.0032330010569538371 0.0048717197044119941 0.00086090758930948766 0.004529845735525651 -0.0055933845067891201 0.0031079152869942857 -0.0043207120541567095 0.0018107250020110834 0.0014203079397767031 -0.003153089803666406 1.3537579669600888e-05 -0.0019026554432609087 -0.0047835185726448261 -0.0073416289866760007 -0.0048163639470948025 -0.0054834867552270572 0.00050434756755967573 0.0049897057215888179 0.0052240581284464221 0.0018445688038021641 0.003353321471764341 7.9897532000494463e-05 0.0033541540165026298 -0.0057756548980318363 -0.0046496149119995027 0.0036896587697597362 -0.005853978391867444 0.0037724401853439326 0.0018911419466917116 -0.003136328059741482
leaf_weight=9.6969939060509223 23.469883469864726 5.9795222282409659 7.4040527455508691 16.503188870847225 8.472301699221136 5.5707084294408542 4.8741786312311888 141.01630292087793 10.466586260125043 19.273592004552484 12.546260228380559 8.2590061128139478 3.3859941214323035 5.3023390416055918 4.1171182934194794 4.3854115940630427 41.740253210067749 6.3097949288785449 7.4429616555571547 4.3851938769221297 24.960476562380791 32.30682759359479 10.515032507479182 9.7487375847995263 4.8968602120876232 6.983940713107585 4.089143142104148 6.7881784737110058 22.230737343430519 19.174118794500853
leaf_count=354 960 15 44 55 241 32 99 556 96 227 81 39 18 52 50 41 187 19 17 20 87 188 37 118 40 25 32 25 87 192
internal_value=0.000377232 0.000557964 0.000683354 0.00128419 -0.00010861 -0.00270312 -0.000358705 0.00105859 0.000132871 -0.00154355 -0.00195953 0.00160527 0.000173899 -0.00256199 0.000389786 0.000986371 0.000543302 0.00109335 0.00052639 0.000643503 0.000410116 0.00128932 -0.00036279 -0.0034114 0.000314656 0.000101702 -0.000586783 -0.00028735 0.000155897 -0.00132994
internal_weight=492.296 468.826 446.583 253.934 192.649 18.9172 10.4449 237.43 88.1552 29.7402 22.2433 149.275 173.732 12.7064 161.025 58.415 52.4355 48.05 156.908 153.522 146.079 68.3404 77.7389 14.1339 63.6049 43.3799 36.396 53.0899 48.193 25.9623
internal_count=4034 3074 2639 1235 1404 372 131 1180 585 323 435 595 1032 96 936 262 247 206 886 868 851 332 519 138 381 245 220 344 304 217
is_linear=0
shrinkage=0.004983


Tree=152
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 3 4 1 1 0 4 1 2 3 4 2 1 2 4 2 4 2 4 3 4 2 2 4 0 4
split_gain=13.3119 10.2163 6.92921 7.02276 5.70767 5.65873 4.85919 4.78078 7.87205 4.98048 4.7003 7.84676 5.11403 4.8465 4.46614 4.44394 4.68192 4.29685 3.83449 5.59016 3.83224 3.71939 3.67589 3.48868 3.39476 7.02321 6.6982 4.72011 3.11843 3.11096
threshold=70.206395618550019 85.705356740550016 83.740093847200015 96.163458868000006 -0.10747999999999999 0.10184000000000003 43.940903692500008 71.096275259700022 70.776348742200014 95.262825394300009 38.244973486750006 73.037342029850024 0.22598000000000004 0.09117500000000002 48.226196960950006 -0.14138499999999998 62.052302108850007 -0.51146999999999998 42.434124620650003 -0.083954999999999988 41.898943182100005 -0.59502499999999992 35.171584490050009 0.10608500000000003 39.184300550350009 -0.59502499999999992 -0.088224999999999984 41.257403903850005 94.047642319350018 40.206947806850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 -5 14 10 8 9 -2 11 -6 13 18 15 21 20 -8 -12 -20 -17 -1 -7 -24 -15 -26 -27 29 -3 -28
right_child=2 28 -4 4 6 22 17 -9 -10 -11 12 -13 -14 24 -16 16 -18 -19 19 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0045266041561224692 -0.0049003030365922266 0.0013316109172632575 -0.0037508687566682221 -0.0048632589346670734 0.00323901245540948 0.0049532878749819053 0.0028473030654173489 -0.0034852222506505967 0.0037394184521784518 0.0031258114292545239 0.0026601782797045443 -0.0029886305998187493 -0.003634895883213527 0.0030066268585470612 0.0010838306451937669 0.00099001853183029254 -0.0050779579530598777 -0.0048651955088272877 -0.0039986481369145357 0.0020659843567829182 -0.0022314657721971961 -0.0042499941921174556 0.0028685440612891164 -0.0016861409443390031 0.0029907674799835881 -0.0059212243401029589 -0.0015783013377302835 -0.0041439143082522226 -0.001316146627928598 0.003369792569107917
leaf_weight=0.9408889152109613 5.8220980372279865 244.26269873231649 12.28906380664557 4.1154864383861414 4.9535969123244312 4.5189112126827267 1.7141235619783399 19.756441788747907 5.4966793246567249 1.861765995621681 37.832588262856007 14.489302268251775 4.2653366904705754 5.1963870003819492 12.925127327442167 17.531285529956225 4.2023923546075812 5.7038269042968741 4.3197717368602753 7.7457947283983213 10.943315602838991 13.84469451010227 5.7769251801073533 6.544380322098732 6.7355462834239033 5.7905614189803662 4.0655669867992348 4.3237024489790192 8.3949742987751943 5.3946262449026108
leaf_count=3 98 1010 757 99 16 14 10 355 19 7 135 155 43 20 53 107 79 159 36 28 186 366 20 47 21 54 37 38 46 16
internal_value=0.000335739 0.000828041 -0.000667541 -0.000414229 7.7585e-05 -0.000531608 0.000258282 -0.00215599 -0.000163584 -0.00295561 0.000494081 -0.00140197 0.000924394 0.00116329 -0.0011422 -0.0017484 -0.000869202 -0.00308301 0.00199147 -0.000105304 -0.000248057 -0.00369149 0.00165794 0.000449353 -0.000148355 -0.000771483 -0.00206607 -0.000446533 0.00124363 0.00124332
internal_weight=491.758 329.886 161.872 149.583 116.646 77.2279 112.531 32.937 13.1805 7.68386 105.113 19.4429 85.6699 81.4045 60.3877 47.4626 32.677 7.41795 49.8982 12.0656 28.4746 14.7856 16.8402 12.3213 31.5064 26.31 19.5745 13.7839 252.658 9.46019
internal_count=4034 1931 2103 1346 867 875 768 479 124 105 599 171 428 385 794 741 372 169 199 64 293 369 81 67 186 166 145 91 1056 53
is_linear=0
shrinkage=0.00427152


Tree=153
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 3 0 4 2 2 4 3 3 2 2 4 3 4 1 4 0 1 3 4 1 1 1 0 4 2
split_gain=14.7398 11.9403 8.35741 6.79313 6.69163 6.37426 5.82617 5.70726 4.73278 6.24923 4.48994 4.36862 7.41004 4.14739 4.13966 4.09304 4.06391 4.00558 4.53866 3.93116 4.48715 7.97836 3.82417 3.80822 3.73259 7.40302 3.64476 6.45218 3.85169 3.88051
threshold=70.206395618550019 85.667718326750006 107.57327517365 95.117648655250022 61.87486387225001 -0.10747999999999999 76.451683855550016 37.198331469900005 -0.054619999999999995 -0.068964999999999985 38.334060527150008 0.082535000000000011 0.076615000000000016 0.22598000000000004 -0.58287999999999995 44.952171034750002 0.10507500000000002 35.050303764500008 73.037342029850024 37.52517992975001 79.532656873050016 61.45546440395001 0.096665000000000015 42.360359531950003 71.397382570300024 70.776348742200014 66.590419433100024 90.297243227400017 40.377444152000002 -0.102645
decision_type=2 2 2 2 2 2 2 2 2 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 23 6 -5 15 14 9 10 -9 12 -12 22 -7 16 -1 18 -16 -8 -21 -22 -10 24 25 -2 27 -3 -28 -30
right_child=2 26 -4 5 -6 7 19 8 13 -11 11 -13 -14 -15 17 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00461051790279893 -0.004754762786372403 0.0012565660100704642 -0.0043598845540422692 -0.0048612429452917372 -0.0027709077231574692 0.0034601847627188315 0.0035350816822434816 -0.0053877037292915349 0.0025060922751859224 -0.0061559619986272874 0.0021394253283447632 0.00073985889815084203 -0.0051728372586030535 -0.001895443647988175 0.003933865454664464 -3.9634990884350016e-05 0.005087730432968317 -0.0056442921807577729 -0.0033373938799648502 0.002680699730706752 -0.0056773720782908408 0.0011373977666672183 -0.0013320177401988 -0.0046473705495791951 -0.0048931839155478109 0.0030625798480959586 0.00097573440064953798 0.0037712376025141182 5.9611943975458086e-05 -0.0042967938574305651
leaf_weight=8.3637661626562476 3.3728866316378134 194.67032503709197 10.477573836222289 4.8225023224949828 19.911298394203186 1.9187688007950772 9.5117855593562144 2.6540960539132277 33.61023036390543 3.0957218781113687 4.1009821202605945 50.55945210903883 6.2450503427535295 5.6583088226616374 2.2643445208668691 13.106835361570118 0.85022991895675737 6.2424388434737921 4.7497422713786364 8.5592546984553355 4.7008391357958308 8.8377858400344831 5.3791086338460437 9.4738378357142192 3.423776537179946 6.0364320799708366 41.312544457614422 20.107935838401318 10.448471192270519 5.6150376424193373
leaf_count=263 62 774 649 101 334 13 33 38 130 46 48 277 161 55 6 81 2 81 62 31 59 32 43 241 58 32 159 64 60 39
internal_value=0.000335485 0.000830241 -0.000707776 -0.000458666 -0.000677042 -9.2328e-05 9.6019e-05 8.95065e-05 0.00042101 -0.00029226 -6.66315e-06 0.000227828 -0.00227439 0.00148586 -0.0023419 -0.00155707 -0.0037156 -0.0031817 -0.000990027 0.00126333 0.000285478 -0.00122881 0.00197657 -0.00261496 -0.00111457 0.000260357 0.0012392 0.00149199 0.000292914 -0.00146318
internal_weight=510.081 345.996 164.085 153.608 73.8418 131.301 53.9305 126.478 111.303 66.6553 63.5596 60.9055 10.346 44.6476 15.1753 22.3208 9.214 13.2565 7.01409 31.6097 22.0979 13.5386 38.9893 22.3069 12.8331 9.40932 272.154 214.778 57.3761 16.0635
internal_count=4034 1931 2103 1454 835 1061 501 960 798 570 524 486 209 228 162 346 265 149 68 155 122 91 173 393 152 94 1096 838 258 99
is_linear=0
shrinkage=0.00422636


Tree=154
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 2 4 4 2 1 1 2 2 2 0 1 3 1 1 4 2 2 2 2 0 4 0 0 3 0
split_gain=13.0597 7.54292 8.3549 6.70637 13.2994 8.40971 5.67707 4.67685 4.32548 3.7328 11.3983 4.03573 5.18813 6.10438 5.20869 9.76765 3.56346 3.53755 5.3355 11.5556 4.78374 15.5196 4.56184 6.26576 3.91683 3.49744 3.33043 6.81177 4.19206 4.02883
threshold=102.89804648475001 76.451683855550016 66.590419433100024 86.329079026800017 41.942745071500006 -0.097294999999999993 44.952171034750002 43.680097826700013 -0.59681499999999998 58.167480110400007 60.613977009100005 0.10957500000000002 -0.053159999999999992 -0.018034999999999999 85.121961326250016 61.45546440395001 0.10507500000000002 66.351146659450009 64.407391431150018 38.625745710700009 -0.06828999999999999 -0.077085000000000001 -0.078649999999999984 -0.083424999999999985 86.89903215050002 42.536568606950006 91.937202686950016 90.767723400200012 0.12535000000000004 93.953546284800012
decision_type=2 2 2 2 2 2 2 2 2 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 9 -6 16 26 -9 -3 -11 12 14 -14 15 -12 -1 18 20 -20 21 22 23 -5 -25 -22 27 -4 29 -28
right_child=-2 2 7 17 5 -7 -8 8 -10 10 11 -13 13 -15 -16 -17 -18 -19 19 -21 25 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0054377621379942441 -0.0032215251234743339 0.0052633463732812674 0.00068782449707720174 0.0025008355507493475 0.00053309728983499114 -0.0041384257269602067 0.00012845949330995195 0.0041833527869463922 -0.0029530027516103123 -0.0062907809107804356 0.0044676905068187309 0.0046269432602412111 -0.0057764524027089023 0.0014306438254210446 0.0026972296478199806 -0.0064175235584833269 0.0058692734657910589 0.0050940209670401549 0.0019642876969606848 -0.0059942453392650644 0.0042898263494220296 -0.0070566647871989161 0.005451964141537125 0.0013073717184687843 -0.004957151215507505 0.00015764285989673142 0.0021712635263255071 -0.0072210220188009431 -0.004761943867671853 0.00011618231071490809
leaf_weight=10.835248900577426 24.245927599258721 6.3578084856271735 6.9988076370209438 38.497188258916132 18.052707619965076 20.941541383042932 12.933300692588089 2.3835133761167553 20.645545773208141 4.7170791029930106 3.7049613744020444 10.528408244252203 5.2115004025399685 6.8338022418320161 42.04173668473959 4.7112340815365314 0.74975138902664262 9.0563137084245664 15.490520849823953 6.5227838158607474 34.394740954041481 4.9592605680227271 9.0871590375900251 4.8363540023565346 5.2224237397313118 6.0613479018211356 29.870353970676661 4.5023251660168171 3.876610128208994 122.11406922340393
leaf_count=352 960 15 42 130 136 229 81 9 404 43 15 31 32 27 132 46 2 30 52 42 116 33 51 16 35 24 109 50 50 740
internal_value=0.000368657 0.000553025 0.000701403 0.00129096 0.000445566 -0.00197571 -0.00215584 -9.51147e-05 -0.00221439 0.00156814 0.00126597 0.00175405 0.00127013 -0.00168757 0.00197619 -0.00162566 -0.004706 0.00206684 0.00184765 -0.000393913 0.00232644 0.00145772 0.00219025 0.00157982 -0.00194511 0.00367072 0.000196498 -0.00240824 0.000388703 0.000520079
internal_weight=496.384 472.138 447.62 257.229 123.101 38.9942 24.5183 190.391 23.0291 84.1065 77.7487 73.0316 62.5032 12.0453 50.4579 8.4162 11.585 134.128 125.072 22.0133 103.058 62.6024 57.6431 48.556 10.0588 40.4561 167.362 11.5011 155.861 151.984
internal_count=4034 3074 2639 1235 706 365 435 1404 413 341 326 283 252 59 193 61 354 529 499 94 405 265 232 181 51 140 991 92 899 849
is_linear=0
shrinkage=0.00501583


Tree=155
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 0 4 4 0 2 0 4 4 0 0 3 0 4 0 1 2 2 2 2 3 2 1 2 0 2
split_gain=9.88824 5.31281 6.89949 5.32245 4.82314 4.48519 5.07567 3.92271 8.83143 6.58622 6.12337 6.6281 6.85295 3.51321 6.86616 3.84569 3.96811 5.2784 4.16119 4.64346 3.82612 3.84923 8.44754 3.45993 3.30878 3.17729 3.87036 4.44311 3.9497 3.31291
threshold=102.89804648475001 76.451683855550016 66.590419433100024 90.297243227400017 43.680097826700013 71.332859575200004 44.952171034750002 41.942745071500006 86.329079026800017 -0.097294999999999993 86.89903215050002 43.272784938550004 42.719328117250008 91.937202686950016 90.767723400200012 0.12535000000000004 93.953546284800012 38.244973486750006 94.940210418650011 71.397382570300024 0.22598000000000004 0.059320000000000012 -0.016334999999999999 -0.59681499999999998 0.092835000000000015 -0.056724999999999998 75.408562100950022 -0.117885 95.620390325650007 -0.079634999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 13 6 -1 -3 9 -9 -10 12 -12 14 -4 16 -15 18 -18 -20 21 22 25 -6 -21 26 27 28 -19 -29
right_child=-2 2 4 -5 23 -7 -8 8 10 -11 11 -13 -14 15 -16 -17 17 20 19 24 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0059702820750103334 -0.0034330953503876223 0.0016878949935115802 0.0007822582416101211 0.0044894952758782782 0.0041943457158239127 -0.0054462200164870547 0.0019335913371351047 0.00060773553926739548 0.0037799352129988554 -0.0042412789781645106 0.0004089856679379646 0.0046884054142840503 -0.0081854521045138743 0.0024647217184160302 -0.0082572591528184656 -0.005268304694299418 -0.007457688286164341 0.0056329912270511838 0.0032529218278080675 -0.0068723568156037161 -0.0044962297000171909 0.003492827337105923 -0.0078248286346076015 -0.003365548964981552 -0.0010509535089744957 0.0035315135027030923 0.0016196540759086261 -0.0047958215399520115 -0.0021979200271947915 0.0010852675053480425
leaf_weight=3.5767059857025769 20.699338391423225 148.1833568084985 6.8831687923520786 16.564954429864883 2.1878881230950382 8.2925727237015945 10.111308123916386 17.333950132131577 24.01899866014719 19.196662371978164 7.9989195615053195 5.417743779718875 4.8441464528441429 30.126927275210619 4.5313877314329147 3.7007420733571044 4.0792627632617977 4.4527214989066071 5.6481951028108623 4.5503336880356064 4.2877796813845626 16.637556342408061 3.8000916950404635 19.648131572641432 10.505090221762655 12.332713786512619 32.557664185762405 11.39664972200989 3.9547055885195732 4.2862849719822451
leaf_count=173 960 621 42 64 9 214 48 136 103 229 34 17 31 109 50 50 39 16 22 71 44 59 48 404 70 48 145 131 24 23
internal_value=0.000420868 0.00059771 0.000737771 0.00136892 -9.06204e-05 -0.0021367 -0.000131707 0.0011412 0.000113269 -0.0019404 0.00188768 -0.000601261 -0.00283266 0.00024512 -0.00280628 0.000473791 0.000616777 0.00014692 -0.00219347 -0.00115626 0.000765894 0.00101822 0.000452533 -0.00260808 -0.00281041 0.000908526 0.000337481 -0.00139535 0.00194947 -0.00318847
internal_weight=471.806 451.107 429.126 243.559 185.567 21.9806 13.688 226.994 78.8104 36.5306 42.2798 18.2608 12.8431 163.731 11.4146 152.317 148.616 118.489 24.7829 20.7036 93.7062 89.4184 72.7808 21.836 15.0554 68.9807 56.648 24.0904 8.40743 15.6829
internal_count=4034 3074 2639 1235 1404 435 221 1171 550 365 185 82 65 991 92 899 849 740 202 163 538 494 435 413 141 387 339 194 40 154
is_linear=0
shrinkage=0.00570254


Tree=156
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 1 1 3 1 1 0 4 2 3 4 2 2 4 3 2 3 4 4 3 3 2 4 2 1
split_gain=18.4458 9.42853 14.5139 9.45033 7.6517 6.56122 8.31114 6.74784 5.85464 5.53806 6.46607 5.00123 4.92493 5.20472 5.02422 4.61529 4.60047 4.84963 4.55481 3.96211 5.83509 3.81041 3.5671 5.62442 4.65402 4.81702 12.5532 8.89327 6.28877 4.57689
threshold=103.48144189910001 70.206395618550019 85.667718326750006 96.039789794050009 61.87486387225001 60.613977009100005 58.167480110400007 57.041016153700006 -0.10747999999999999 71.096275259700022 70.776348742200014 95.262825394300009 43.940903692500008 -0.25236500000000001 0.09450500000000002 44.952171034750002 -0.58559499999999998 0.10957500000000002 38.064633603500006 -1.0000000180025095e-35 -0.23349 0.10507500000000002 44.421469061800003 47.927946529500012 0.080135000000000026 0.093325000000000033 -0.018034999999999999 40.467253020850002 0.15607500000000005 61.93938686740001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 6 7 15 -5 10 11 -3 14 -14 -10 21 -16 -18 -7 20 -17 -1 24 -24 -4 26 29 28 -28 -26
right_child=-2 3 22 8 -6 18 -8 -9 12 -11 -12 -13 13 -15 16 19 17 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0043312696678792506 -0.0030087527968859977 -0.0044176998366680801 0.0022886149026741715 -0.0045976088498716162 -0.0026855731313656724 0.0038266094536790799 -0.0046688471647625364 0.0027752009895878707 0.0011424867047848989 -0.0035452896465382111 0.0030674012290222794 0.0034404700233631007 0.0033943928266228704 -0.0044770698298259659 0.001945509647061337 -0.003332476271238268 -0.0024561130005432146 0.0014679539325027262 -0.00012253255248248783 0.0038391954592543274 0.0029192689332004007 0.0046314845305988747 -0.00382958850040248 0.0020731129244658019 -0.0022559691285212952 0.0016578762718241374 0.0019631597177313361 -0.007167176324890865 -0.0041604039959291994 0.001271638135213246
leaf_weight=7.4592965077608877 24.02445444650948 5.4554007239639777 60.82770086824894 3.7823349330574265 20.785854926332831 9.792385187000038 7.0090466421097508 9.5047047901898605 71.293638061732054 19.164142783731222 5.2917913943529129 1.5940969809889791 1.6435318142175672 5.7763918153941622 7.7526594400405875 6.143074106425046 19.362688262015585 6.3771232143044463 8.1516326144337636 3.4669477939605704 3.6105577610433093 0.79998549818992604 5.2201670967042428 4.6482315957546234 6.0138258337974539 102.74026650562882 5.7335058227181417 4.8575372993946067 4.6071887016296387 81.84992353618145
leaf_count=210 920 98 236 67 334 33 96 46 311 343 19 5 5 127 29 48 150 29 37 15 14 2 54 17 31 356 18 40 39 305
internal_value=0.00033181 0.00049209 0.000838161 -0.000336687 -0.000663684 8.76301e-05 -0.000830955 3.72183e-05 0.000178182 -0.0022322 -0.000193159 -0.00264074 0.000339169 -0.00273352 0.000556746 -0.00117432 -0.000690088 -0.00148391 0.00203259 0.000255574 -0.00101823 -0.00346315 0.0012549 -0.00104929 0.00134018 0.00105985 0.000463698 -0.0028113 -0.00076513 0.00103019
internal_weight=524.74 500.716 353.222 147.494 76.7235 55.9376 37.9936 30.9846 115.988 31.5054 12.3413 7.0495 112.206 7.41992 104.786 21.4799 33.4925 25.7398 17.944 13.2206 9.75363 8.25928 276.498 9.8684 266.63 205.802 103.062 15.1982 10.3407 87.8637
internal_count=4034 3114 1931 1183 835 501 431 335 718 465 122 103 651 132 519 289 208 179 70 77 62 212 1096 71 1025 789 433 97 57 336
is_linear=0
shrinkage=0.00390278


Tree=157
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 4 4 1 2 3 2 1 1 1 4 2 2 4 1 1 0 4 4 4 3 3 2 4 2 1
split_gain=25.3267 18.7713 11.1105 13.4025 8.60353 7.08609 6.08067 10.1076 6.19583 7.38703 6.33448 5.76244 7.25838 6.47171 5.4593 5.50561 5.37338 5.34977 5.1987 8.15984 4.99665 4.83244 4.44437 4.76636 4.41651 5.5748 13.8977 8.19649 6.63613 5.09032
threshold=70.206395618550019 85.667718326750006 103.48144189910001 96.163458868000006 61.87486387225001 43.89540535710001 38.244973486750006 73.037342029850024 0.22598000000000004 0.092505000000000018 -0.59502499999999992 60.613977009100005 58.167480110400007 57.041016153700006 39.256147742250008 -0.088224999999999984 -0.25236500000000001 42.434124620650003 71.096275259700022 70.776348742200014 95.262825394300009 41.257403903850005 44.421469061800003 47.927946529500012 0.080135000000000026 0.093325000000000033 -0.018034999999999999 40.467253020850002 0.15607500000000005 61.93938686740001
decision_type=2 2 2 2 2 2 2 2 2 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 18 11 6 7 -5 9 17 -11 12 13 -1 -12 -16 -7 -8 19 20 -2 -17 24 -24 -3 26 29 28 -28 -26
right_child=2 22 -4 5 -6 16 8 -9 -10 10 14 -13 -14 -15 15 21 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.001095757465223546 -0.0042595978531271301 0.0022722751029155895 -0.0029435241454772942 0.0029518142776437909 -0.0026497314565258265 0.0030695401288470033 0.0024231708578814561 -0.0028540995175118772 -0.0032316764240071291 0.002257643600835343 0.0025415761621834744 0.0017724359212380714 -0.0040626725789076187 0.0025270164761601499 -0.0052498471533129372 0.0011069122202389573 -0.0042156156382423702 -0.00020993339553180575 -0.0033126548328809165 0.0029410888200089892 0.0024904216153406123 -0.0037690942297749154 -0.0034924479880721424 0.0016593469103438185 -0.0020883509220625167 0.0017548985096485408 0.0018402931355990405 -0.006483950160867699 -0.0039559173670481312 0.0013569967447962655
leaf_weight=21.123688412830237 6.5675529912114126 62.071690648794174 26.439410412684083 5.3840312883257893 21.535197785124183 1.6398160830140112 44.705765835940838 15.245805423706768 4.6819124668836585 8.2778972461819667 3.6284998804330852 17.781227976083755 7.0958309639245263 9.4796207137405855 5.8298865035176339 6.6105773001909203 7.4337493441998941 13.280574433505533 23.972899042069912 5.4924135506153098 1.8694248050451276 4.5558285191655159 5.1442042253911477 4.4396166652441025 6.1051004603505126 106.56443246081471 5.7532973662018758 4.9412493556737891 4.8144702762365341 83.747772932052612
leaf_count=289 98 236 920 17 334 5 143 131 41 27 13 70 96 46 49 28 148 68 355 19 7 34 54 17 31 356 18 40 39 305
internal_value=0.000336536 0.000899308 -0.000756765 -0.000393541 -0.000695518 0.00019738 0.000447782 -0.00133886 0.00085029 0.00107024 -0.000434194 6.30271e-05 -0.000743235 2.64259e-05 -0.00151458 -0.00238052 -0.00289901 0.00182011 -0.00228429 -0.000514438 -0.00276396 -0.00088247 0.00133243 -0.00110593 0.00141772 0.00116743 0.000573254 -0.00261117 -0.000800348 0.0011229
internal_weight=546.213 360.597 185.616 159.177 77.0156 121.274 112.201 20.6298 91.5709 86.889 28.9027 55.4804 37.6991 30.6033 20.6248 16.9963 9.07357 57.9863 37.9023 13.9294 8.43698 11.1664 283.582 9.58382 273.998 211.926 105.362 15.509 10.5678 89.8529
internal_count=4034 1931 2103 1183 835 704 551 148 403 362 151 501 431 335 124 111 153 211 479 124 105 62 1096 71 1025 789 433 97 57 336
is_linear=0
shrinkage=0.00364274


Tree=158
num_leaves=31
num_cat=0
split_feature=0 4 0 1 4 4 0 2 2 4 2 2 4 3 3 4 2 0 4 1 4 4 0 1 3 4 2 1 4 4
split_gain=18.5506 8.86514 11.8491 8.78401 5.12585 6.94268 9.54175 4.66335 8.77339 6.27802 6.27552 4.58294 8.0941 4.57223 5.84121 5.4772 4.76011 7.23875 6.4322 4.97415 4.62064 4.55868 4.49671 9.38878 8.59309 5.78145 4.23254 6.78895 4.10355 7.87188
threshold=103.48144189910001 42.719328117250008 75.462331263550013 66.590419433100024 42.67709657435001 41.942745071500006 86.329079026800017 -0.061874999999999999 -0.011675 39.952536079750011 -0.090495000000000006 0.048475000000000011 38.064633603500006 1.0000000180025095e-35 -0.15572 48.226196960950006 -0.13734499999999997 85.791387400750025 50.205949521800008 70.389210771400016 43.157831852650006 43.933728833200007 85.121961326250016 58.167480110400007 0.093325000000000033 37.52517992975001 -0.13734499999999997 83.116371560950014 47.927946529500012 44.952171034750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 22 -7 9 -9 10 26 12 -10 14 15 -3 18 -18 28 20 -19 -21 23 -4 -25 -26 27 -5 29 -15
right_child=-2 13 3 7 -6 6 -8 8 11 -11 -12 -13 -14 16 -16 -17 17 19 -20 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0036338481467040043 -0.0026490599600697516 -0.0028482334363375207 0.0031269330334108784 -0.0031053754530688316 0.0033235852306447468 -0.0029498486571115541 0.0011350308575304665 0.0022586164505245289 0.0025215251046228999 0.00048545729588317767 -0.0035561103521644381 0.00032143760319964122 -0.0051466261036886935 0.0019183832099811118 -0.0042739878549801699 0.0011048409635456419 -0.0033180527560100303 -0.00074444307459577792 -0.0037637368181313766 -0.00019518160806859737 0.0019437409583501904 -0.0037987362011940601 0.0015492633314750359 -0.0046267408516595665 0.0027786993240753962 -0.0023737253973597685 0.00068810462608110356 0.002688442632511283 0.003589923586969 -0.0032391258096016533
leaf_weight=7.3825669772922984 24.187690453603864 7.3169542681425872 7.562204763293269 11.333605431020258 12.685155905783175 11.258932977914812 16.692889124155045 29.183054383844137 2.4187572151422492 45.806448023766279 11.152362648397682 44.094009667634964 4.8926767855882645 14.619236186146745 7.4332362692803136 9.4365378767251951 9.8347777351737005 13.523520130664112 2.9589216262102118 11.083080666139724 16.932099498808384 6.5777288153767577 151.31081485748291 6.3286730572581318 5.6581556573510152 4.6777301393449306 15.673709977418186 3.0095228478312483 8.1918167769908887 4.5667465925216666
leaf_count=253 920 137 21 105 58 105 59 98 7 228 117 229 53 63 136 40 123 66 71 87 57 166 518 81 20 29 83 9 23 72
internal_value=0.000284328 0.000425218 0.000669195 0.000751979 0.00120874 0.00107691 -0.00051035 0.000162708 0.000756994 -0.000387936 -0.00135971 -9.5483e-05 -0.00260986 -0.00042319 -0.0017441 -0.000621633 -6.13225e-05 -0.000637406 0.00103915 -8.94943e-05 0.000750079 -0.00153732 0.00132965 -4.19353e-05 -0.00147993 0.000446857 -0.000543662 -0.0018897 0.00155823 0.000690766
internal_weight=527.784 503.596 391.121 383.739 216.175 203.489 27.9518 167.564 80.5885 86.9756 41.1692 51.4054 7.31143 112.475 24.1867 16.7535 88.2879 57.9512 30.3367 48.1164 30.4556 17.6608 175.538 24.2268 16.6646 10.3359 30.0168 14.3431 27.3778 19.186
internal_count=4034 3114 2073 1820 891 833 164 929 387 542 314 289 60 1041 313 177 728 499 229 376 123 253 669 151 130 49 197 114 158 135
is_linear=0
shrinkage=0.00342906


Tree=159
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 3 4 1 3 4 2 2 4 1 3 0 0 3 0 0 3 0 3 3 1 2 1 2 2 1
split_gain=6.4537 3.48117 4.74773 4.61545 4.04333 4.41715 3.36325 4.8304 3.24799 3.10202 3.28952 3.57933 3.40437 4.15568 4.71386 5.31122 5.26266 3.96207 5.54317 3.03871 3.01005 4.34998 4.23978 3.82428 3.85223 3.52076 3.9855 3.0049 3.2484 2.98923
threshold=83.740093847200015 70.171445662850019 85.667718326750006 94.773526014550015 61.982402197500001 -0.16320999999999999 39.110279783550006 71.096275259700022 -0.10747999999999999 38.244973486750006 0.22598000000000004 0.04932000000000001 42.434124620650003 82.457699319000014 0.090735000000000024 100.69082235970002 97.39208423365001 0.10010000000000002 100.15850764985002 94.203572890950014 1.0000000180025095e-35 71.131225215400022 -0.11012 0.078905000000000017 60.613977009100005 -1.0000000180025095e-35 58.167480110400007 -0.14259499999999997 -0.59502499999999992 58.613764160050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 20 -6 -3 19 -5 -10 11 12 13 14 16 27 -11 18 -14 -8 21 -1 29 -22 25 26 -25 28 -16 -23
right_child=-2 3 -4 8 5 -7 7 -9 9 10 -12 -13 17 -15 15 -17 -18 -19 -20 -21 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.023098144749810177 -0.01553150255274237 -0.02897238354972077 0.0037733519269873006 -0.015938400786492977 0.01156471360289588 -0.018481478101179817 0.018491102630117686 -0.020789493570918912 -0.0061959186849457615 -0.0060979899451741419 -0.014770176834782265 0.010256845526039289 -0.0020506559230648578 0.021683500691029711 0.0033890720288781598 -0.027337948991101684 0.013218941823039015 0.013091315462217099 -0.025741740746658338 -0.0084071341880818402 0.01986990963327159 0.0094553019028610769 -0.018159522850199436 0.010708709486528542 0.007456020931434596 -0.026217125776346939 -0.017730104889941239 0.0048201765733797714 -0.025121437668592646 -0.016240333279701466
leaf_weight=4.2841890119016197 8.7767739859409613 3.2644493244588366 233.84082880429924 4.6591626638546577 2.3052172027528277 9.4184008035808784 3.0997145399451238 5.0477888025343418 20.750945685431361 7.5761087276041534 4.185231076553463 19.533138850703835 11.652047690004116 4.3727499693632117 2.8224025070667267 3.3480707705020896 18.071513470262289 3.4891364388167849 5.5038015693426123 3.2631467077881098 4.8335607051849392 9.6884561479091627 4.0535355797037473 4.5053055789321688 14.602785518392919 2.9013648722320786 3.1829254347831011 12.33091338537634 3.2593854479491702 2.0817812709137788
leaf_count=175 757 49 1081 119 23 250 21 190 205 52 52 89 120 18 14 43 68 15 154 49 15 66 64 27 78 46 42 68 35 49
internal_value=0.000984347 0.00131995 0.00250545 -0.00125328 -0.00228763 -0.0125735 -0.0115595 -0.00657785 -9.02418e-06 0.000625881 0.00209824 0.00286595 0.000872642 0.00353597 0.00186212 -0.00479796 0.00751287 -0.00580743 -0.00965104 0.00469654 0.000117673 -0.00570762 -0.000999244 0.00401879 0.000977503 -0.00795621 -0.00106495 -0.000699405 -0.0118904 0.00491056
internal_weight=440.705 431.928 295.698 136.23 61.8575 11.7236 14.6751 11.4107 121.555 116.895 96.1445 91.9593 72.4261 51.7811 47.4084 21.7608 25.6476 20.645 17.1558 6.36286 50.1339 20.108 15.8238 30.0259 25.1924 10.5896 7.68823 18.4127 6.08179 11.7702
internal_count=4034 3277 1916 1361 835 273 309 260 1052 933 728 676 587 298 280 160 120 289 274 70 562 354 179 208 193 115 69 117 49 115
is_linear=0
shrinkage=0.019455


Tree=160
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 3 0 3 4 3 4 1 2 4 2 1 4 4 3 2 3 2 4 0 2 4 3 2 4
split_gain=15.0485 8.1178 11.1146 8.91548 6.16683 7.95215 5.68629 5.56298 5.06463 4.9929 5.08106 4.54915 5.18832 4.46178 4.27118 4.3619 4.48326 4.10097 4.66351 4.0044 4.54834 7.33366 9.4453 4.6716 6.19803 7.21632 11.2671 4.53844 4.8169 4.2785
threshold=103.48144189910001 70.206395618550019 85.705356740550016 96.039789794050009 71.096275259700022 70.776348742200014 -0.10747999999999999 95.262825394300009 0.10184000000000003 43.940903692500008 0.10065000000000003 38.244973486750006 73.037342029850024 -0.25236500000000001 48.226196960950006 -0.14138499999999998 62.052302108850007 44.421469061800003 47.927946529500012 0.080135000000000026 -0.094519999999999993 0.093325000000000033 0.0023400000000000005 42.488347682450005 86.103248543850015 -0.06828999999999999 37.903039192800001 0.079220000000000027 0.12427500000000002 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 8 4 5 7 -5 -3 14 10 11 12 -8 -11 15 -1 -17 19 -19 27 -21 22 23 24 -22 26 -26 28 -4 -23
right_child=-2 3 17 6 -6 -7 9 -9 -10 13 -12 -13 -14 -15 -16 16 -18 18 -20 20 21 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0039616005892757671 -0.0033856081798892029 -0.0051685490855450707 0.0010450141635305428 -0.0052954207362968971 -0.0041275121724290839 0.0041680815898872282 0.0032525406692821847 0.0042952123617528391 0.0015998798460134787 0.003515122334173797 -0.0013274303623063493 0.0015738261044363877 -0.0036439985790429757 -0.0052770097830972017 0.0010888341005085996 -0.0003089217242086197 -0.0053482851455941335 -0.0046835241034987769 0.001829264399418957 0.0021342557908320286 0.0039101933358525898 0.0034599006156110796 -0.0046156590349968806 -0.0019636735033024925 0.0037501016800396423 0.0023647779181929238 -0.0047633088296469318 0.0045828275261702456 0.0052459037024547043 0.00096590429174583296
leaf_weight=14.179399490356444 21.085264347493649 5.8024660926312226 34.533810168504715 3.7135901674628249 19.008397247642279 5.3424661159515381 3.195041358470915 1.638467840850353 16.700273625552654 1.5250228270888326 21.133493918925524 72.137491587549448 7.5378240570425987 5.3614920340478411 12.872997045516966 28.55319844558835 4.1606595963239661 4.8359017409384233 4.2485957816243172 65.337730534374714 11.404554910957811 20.154295071959496 9.4681022465229017 13.971268005669115 4.582450538873668 13.537638381123548 10.582776635885237 15.860700592398642 6.7048270255327216 47.491646111011505
leaf_count=369 920 98 139 67 343 19 11 5 81 5 145 293 70 127 53 293 79 50 17 217 37 59 67 73 14 43 63 76 16 185
internal_value=0.000365401 0.000528282 0.000913548 -0.000364331 -0.00248939 -5.35796e-05 0.000225174 -0.00308466 -0.000608256 0.000410052 0.000657695 0.00116394 -0.00159098 -0.00332999 -0.00122527 -0.00186053 -0.000949845 0.00135649 -0.00163765 0.00146373 0.00115655 0.000669632 -0.00043674 0.000294906 0.00108167 -4.21864e-05 -0.00219083 0.00252101 0.00172802 0.00170896
internal_weight=506.662 485.577 339.181 146.396 31.7918 12.7834 114.604 7.44093 76.4665 110.89 104.004 82.8704 10.7329 6.88651 59.7663 46.8933 32.7139 262.714 9.0845 253.63 196.53 131.193 63.5468 54.0787 40.1074 28.7029 15.1652 57.0993 41.2386 67.6459
internal_count=4034 3114 1931 1183 465 122 718 103 875 651 519 374 81 132 794 741 372 1056 67 989 758 541 297 230 157 120 77 231 155 244
is_linear=0
shrinkage=0.00453546


Tree=161
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 4 1 4 4 4 2 3 3 2 2 2 4 0 2 2 1 2 0 0 3 4 4 0 0 3
split_gain=6.01886 3.43089 5.82659 5.06997 4.29184 5.33727 6.67039 6.37401 3.54295 4.20868 4.7822 3.14804 6.94529 5.56023 4.50328 7.2486 4.4589 4.66285 4.44897 5.70738 5.5186 4.42855 4.05872 3.2115 3.10602 3.11472 3.10299 3.06301 6.63939 3.99374
threshold=107.57327517365 66.590419433100024 90.297243227400017 89.953120586650016 85.705356740550016 38.625745710700009 64.02831883475001 42.719328117250008 43.89540535710001 47.709122305950011 -0.16276499999999997 0.087795000000000026 0.08895500000000002 -0.083064999999999986 -0.078649999999999984 -0.102645 41.50623664750001 87.170566421650008 -0.082334999999999992 -0.087234999999999993 62.057679025150001 -0.075639999999999999 85.861287312150012 87.170566421650008 0.10184000000000003 35.171584490050009 42.402981339000007 91.937202686950016 90.767723400200012 0.12535000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 -6 11 -8 27 -10 -11 14 13 -13 15 -7 17 -14 19 22 -20 -16 -18 -23 -1 -26 -17 28 -3 -29
right_child=-2 8 -4 -5 5 6 7 -9 9 10 -12 12 16 -15 21 26 18 -19 20 -21 -22 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0041559712333216758 -0.020127561926146537 0.0026100240171903774 0.014669188067822938 -0.024125527534048893 0.013606464500829366 0.011672103939761837 -0.030452378796503959 0.0066116714184372488 -0.02198814341825495 0.012183509825721108 -0.014983129383769363 -0.00066680668813827112 0.0038985717949716024 -0.0361743924374145 0.022081339247430044 0.0014609723411279387 0.0087326586574052907 0.021119741360926064 -0.024926245238066573 0.017263236688047905 -0.00041802530952239457 0.0011576666180765972 -0.01882351642836555 0.017756663223660221 0.022325236598218629 0.0010625626059211437 -0.017762254551156383 0.0012387035715604156 -0.028447047958734466 -0.019104611846134691
leaf_weight=52.488961763679981 5.2424894999712697 6.6513191265985352 15.055973693728445 2.8801504522562018 20.07625088095665 12.869137745350601 4.4775410220026961 3.0569336824119091 6.4838798930868533 5.0075929723680019 5.1422212030738574 3.5633134543895721 27.287994392216206 3.3500496298074713 11.349634364247324 5.9507339224219304 3.8070018365979177 7.9491565227508536 6.0121410228312042 7.5401689484715453 8.9557991549372655 13.712234906852247 4.6475506499409676 6.8401151224970809 3.5228881686925879 11.511972652748225 7.3466261923313141 154.48911818582565 4.5310542955994606 3.8730749785900107
leaf_count=791 649 44 64 20 70 44 31 14 244 33 176 14 99 28 71 24 16 27 53 20 40 54 28 33 14 67 48 1109 52 57
internal_value=0.000946222 0.00120289 0.00274523 0.00196194 0.00229394 0.00407083 0.00269075 -0.0154145 -0.000820544 -0.00953516 -0.00157998 0.00373063 0.000998892 -0.0178729 0.00717012 0.00108578 0.00296971 0.0077835 -0.00250864 0.00474717 -0.0102622 0.0121606 -0.00641524 0.00668205 -0.00188468 0.00604472 -0.00915962 3.44311e-05 -0.00997418 0.000741166
internal_weight=435.673 430.431 244.252 229.196 226.316 158.792 138.716 7.53447 186.178 16.6337 10.1498 131.182 73.1132 6.91336 58.0685 26.1665 66.1998 35.2372 30.9627 15.9947 14.9679 31.902 8.45455 20.5524 67.5238 15.0349 13.2974 169.545 11.1824 158.362
internal_count=4034 3385 1670 1606 1586 714 644 45 1715 453 209 599 325 42 274 116 283 126 157 64 93 158 44 87 872 81 72 1262 96 1166
is_linear=0
shrinkage=0.0197871


Tree=162
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 4 2 1 4 4 1 2 3 4 2 1 1 0 2 4 4 3 4 2 3 3 3 2 4
split_gain=24.0102 18.9712 10.0208 12.4401 8.2357 7.06589 6.46605 6.33262 5.88228 5.81252 5.06656 6.72693 4.5636 4.52655 6.12595 5.16497 4.01088 6.86876 5.22877 3.97141 3.96108 3.71901 3.75262 3.663 5.7232 3.43563 3.67317 4.05533 14.0181 7.41802
threshold=70.206395618550019 85.705356740550016 103.48144189910001 96.163458868000006 0.10184000000000003 48.226196960950006 43.89540535710001 -0.14138499999999998 62.052302108850007 41.898943182100005 38.244973486750006 73.037342029850024 -0.25236500000000001 0.10065000000000003 40.206947806850003 -0.58994000000000002 71.096275259700022 70.776348742200014 95.262825394300009 -0.58994000000000002 48.96897326980001 35.171584490050009 0.10791500000000002 42.522337019050006 -0.083954999999999988 -0.26958499999999996 0.080770000000000022 0.093325000000000033 -0.018034999999999999 40.467253020850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 16 5 7 10 19 9 -9 11 -5 -8 23 -15 -16 17 18 -2 -1 -7 -6 -23 -12 -25 -3 -27 28 -28 -30
right_child=2 25 -4 6 21 20 12 8 -10 -11 13 -13 -14 14 15 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 27 -29 29 -31
leaf_value=0.003430555945826373 -0.0041705434562341707 -0.0015646521671108793 -0.0028512168021657225 0.0022577196548894608 0.0041986636455513095 0.0029709191678095417 0.0027589138226628701 0.0010036575278114699 -0.0043387394620819694 -0.0021267348887701425 0.0014672054837295131 -0.0025108597162659396 -0.0040636734009638301 -0.0053758913746812676 0.0036536473983472652 -0.0016369051284210977 -0.0031253761719230986 0.0023824235335642629 0.0025020695749381084 -0.0037727078519275651 -0.00085165080253429924 0.0022857222123304553 -0.0015310031046252173 -0.0036543562037503838 0.0012493366375902145 0.00216658219108245 0.0012195164227786614 0.0016754869884704523 -0.00076766350263740471 -0.0061066192890750709
leaf_weight=1.024518441408875 6.7129489444196206 5.0286700576543799 24.063536856323481 5.1009179130196598 4.9525018632411983 7.2294683754444105 1.5146703943610189 18.769295509904627 5.1835273262113324 12.501744914799927 62.813176359981298 14.051646141335366 6.8464047163724882 3.2513480111956587 3.6062257140874854 6.6191440001130095 22.458202093839645 5.5386085398495188 1.907892048358917 17.635566510260105 6.5241355299949646 7.308550760149954 5.8812348432838917 4.871308445930481 7.8840405791997892 61.297504719346762 87.286356151103973 102.06885988637805 10.140827879309652 4.8747733160853377
leaf_count=4 98 28 920 17 14 19 5 107 79 186 247 131 148 31 9 48 355 19 7 365 34 24 43 34 34 253 331 349 55 40
internal_value=0.000353004 0.000883417 -0.000717479 -0.000382276 -0.000561337 -0.00112297 0.000185848 -0.00169209 -0.000829524 -0.000247832 0.000418723 -0.00124084 -0.00282771 0.000775676 -0.00112327 0.000228937 -0.00219069 -0.000708195 -0.00269382 -0.00337722 0.00115765 0.00157064 0.000583871 0.00111433 -0.000623399 0.00134781 0.00140293 0.00117389 0.000673438 -0.00250094
internal_weight=534.948 357.708 177.24 153.177 87.0105 68.8683 116.559 55.1147 36.4546 31.271 108.198 19.1526 8.36108 89.0452 13.4767 10.2254 36.6177 14.1594 8.62084 18.6601 13.7536 18.1423 13.1898 75.5685 12.7553 270.697 265.668 204.371 102.302 15.0156
internal_count=4034 1931 2103 1183 875 794 704 741 372 293 551 148 153 403 88 57 479 124 105 369 53 81 67 315 68 1056 1028 775 426 95
is_linear=0
shrinkage=0.00355676


Tree=163
num_leaves=31
num_cat=0
split_feature=0 2 4 0 0 0 4 1 0 4 1 3 3 2 2 3 4 0 3 3 3 3 1 4 2 0 3 0 2 4
split_gain=5.75189 2.92205 4.27333 3.368 2.91165 4.65544 4.25718 3.63124 4.56275 3.21493 5.12976 3.40639 7.41933 5.63871 4.12516 3.8375 3.88525 7.39565 3.46374 3.14247 3.83171 3.13336 3.57046 2.92272 2.87509 2.67247 3.07756 4.71892 2.92195 4.78189
threshold=102.89804648475001 -0.086139999999999994 40.00488309970001 107.57327517365 76.451683855550016 71.332859575200004 44.952171034750002 66.590419433100024 90.297243227400017 38.400997490450003 65.020359884900017 0.087795000000000026 0.09013000000000003 -0.30094499999999996 -0.093879999999999991 0.086555000000000021 43.572676689450006 82.250688042950017 0.08883000000000002 0.10507500000000002 0.43162500000000009 0.085665000000000033 62.55235532115001 43.680097826700013 -0.59681499999999998 86.256490657300006 0.080770000000000022 86.565663342300013 -0.102645 42.006870117350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 -1 8 9 21 11 13 14 -11 -13 16 25 -18 -16 -14 -21 22 -6 -9 -25 28 -27 -28 -15 -30
right_child=1 2 3 -5 7 -7 -8 23 -10 10 -12 12 19 15 18 -17 17 -19 -20 20 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.023038970857262114 -0.023672135773433703 -0.023722832135097967 0.014018501942618207 -0.022510613725712125 0.013713028794098834 -0.021493493974068224 0.0082005602615772 0.00058461393654559433 0.015859794873865428 -0.023613598561214835 -0.022349223200761357 0.00066266369060797995 0.0054553681297054455 0.014557667934704451 -0.039566767418906648 0.01895963066626518 0.018603281390774877 -0.027266106339004479 -0.010832973702029187 -0.0071067260175359543 0.013684848258100587 0.01354067757542299 -0.016192065077151686 0.016442988860602512 -0.011532796245637085 0.016380392950457685 0.016904516622408824 -0.0092206878006784003 0.0021508595329932461 -0.02793264261562765
leaf_weight=2.7491123713552978 6.2193286968395141 3.7318574255332333 5.3802130781114101 1.606367517262697 3.5938042476773289 6.8514428902417412 9.6169313918799144 155.26418921072036 14.488205857574938 3.0523884482681742 4.1941340919584027 4.6470435597002497 50.724255302920938 5.6961776539683369 4.179107388481496 11.311692552641032 2.7478235792368642 4.617846654728055 4.0474086422473192 25.282389795407656 5.2454294785857192 23.673983020707965 4.2952846717089415 2.0121826939284828 17.107068612240255 20.069736283272505 6.2562248185276967 7.3923910558223724 12.909584984183313 3.2393680047243825
leaf_count=173 507 209 36 208 16 214 48 991 64 68 47 27 234 22 40 44 11 51 35 138 18 99 34 9 404 117 20 38 50 62
internal_value=0.00104472 -0.0116009 -0.00459657 0.00561966 0.0015605 -0.0068549 0.00125566 0.00196884 0.00384903 0.0030091 0.00183995 0.00243179 -0.000396199 0.00587563 -0.0160111 0.00708808 0.00495413 -0.0101542 -0.0254299 0.00207782 -0.00353422 0.0095141 -0.00256907 -0.00042112 -0.00858852 0.00695693 0.0108649 0.00275453 0.00092495 -0.00388368
internal_weight=432.203 16.9378 10.7184 6.98658 415.265 19.2175 12.366 396.048 221.664 207.176 175.613 171.419 94.1256 77.2932 12.8736 74.2408 62.9292 7.36567 8.22652 81.2521 30.5278 31.5631 7.88909 174.383 19.1193 55.5635 33.7184 13.6486 21.8451 16.149
internal_count=4034 960 453 244 3074 435 221 2639 1235 1171 1022 975 492 483 102 415 371 62 75 390 156 149 50 1404 413 309 175 58 134 112
is_linear=0
shrinkage=0.0221382


Tree=164
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 3 3 0 3 4 4 1 2 3 2 3 1 1 1 0 1 3 4 2 2 1 3 1 3 1
split_gain=15.1392 12.4511 7.8389 8.50581 6.82532 5.69057 5.12907 5.59004 5.73582 4.7923 5.44066 7.15622 5.85296 5.41535 7.21863 4.75105 6.01442 4.60599 6.33223 5.39747 4.51968 4.5078 3.99895 5.64956 3.76172 3.56212 3.61987 4.23385 3.31231 3.32048
threshold=70.206395618550019 85.667718326750006 83.740093847200015 96.039789794050009 61.982402197500001 -0.10747999999999999 1.0000000180025095e-35 71.131225215400022 -0.11012 43.940903692500008 38.244973486750006 73.037342029850024 0.22598000000000004 0.092505000000000018 -0.59502499999999992 0.078905000000000017 60.613977009100005 71.096275259700022 70.776348742200014 95.262825394300009 58.167480110400007 -0.16320999999999999 41.257403903850005 -0.088224999999999984 -0.51146999999999998 58.613764160050003 -0.25095999999999996 57.041016153700006 0.076615000000000016 72.187789260650007
decision_type=2 2 2 2 2 2 2 2 2 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 17 6 -5 7 -1 25 10 11 -7 13 -12 -15 -8 20 18 19 -2 -17 -6 23 -16 -11 26 27 -9 29 -19
right_child=2 -3 -4 5 21 9 15 8 -10 24 12 -13 -14 14 22 16 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0055754314290995619 -0.0053850791893743531 0.0014519792264261143 -0.0041830828044318218 -0.0053243633724469192 0.0020718076074513481 0.0029076640554498512 0.005081555623391085 -0.0035414102471129812 -0.0047884105347575897 0.0027502716550724419 0.0021017699593644909 -0.0033416217270414604 -0.0040914614771898911 0.0034867657219934478 -0.0040530501054262544 0.00034464914759885093 0.0022245947978150903 0.0026628979374771675 0.0033401861710145339 0.0042730943994907554 -0.0053765447831580866 -0.0047484848065535322 -0.0050423742095334441 0.0020667681319842474 -0.005309816467009342 -0.0036793346615653574 0.0055710035069519185 0.0044380771053801442 -0.0054385140342353222 -0.0052038907655692166
leaf_weight=6.0312399026006487 5.896681487560274 261.40661660209298 13.423303202725945 4.0919949132949105 2.5666358396410951 5.4952894747257259 5.6122824884951106 3.2586543522775182 4.7104998622089616 1.6522416267544029 58.448774863034487 14.877606557682155 4.6509936917573205 7.4865454807877567 5.678651992231611 7.1018469780683535 16.508212428539991 2.6174009069800404 5.3845099546015263 1.6140765994787214 5.2665079105645418 12.258983276784416 6.1465892232954493 7.8986737206578237 5.4543232657015315 2.5895093576982608 4.580388806760312 2.6327989399433136 12.930726941674946 2.1323149148374796
leaf_count=175 98 1096 757 99 23 20 15 39 64 10 241 155 43 24 42 55 78 15 19 5 60 250 54 34 159 49 21 6 266 62
internal_value=0.000401297 0.000974488 -0.00075463 -0.000452768 -0.000732619 0.000100871 -1.15506e-05 -0.00168249 -0.000361346 0.000289343 0.000528526 -0.00165597 0.00102132 0.00129893 -0.000425598 0.00114168 0.000375949 -0.0026597 -0.000532888 -0.00330952 -0.00209146 -0.00356774 -0.0019106 -0.000492817 -0.00343589 0.00123525 0.00245054 2.44987e-05 -0.00421089 -0.000868781
internal_weight=500.405 334.524 165.881 152.457 73.1176 121.882 58.2919 23.8031 17.7719 117.79 110.683 20.3729 90.3102 85.6592 27.2105 34.4888 28.8766 30.5757 12.8953 7.51076 12.3684 14.8256 19.7239 13.5773 7.10656 13.0614 10.4718 5.89145 17.6804 4.74972
internal_count=4034 1931 2103 1346 835 881 562 354 179 782 613 175 438 395 154 208 193 465 122 103 115 273 130 76 169 115 66 45 343 77
is_linear=0
shrinkage=0.00467976


Tree=165
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 4 4 3 0 4 1 1 0 0 3 3 2 4 3 1 2 1 1 0 1 3 2 1 2 0
split_gain=18.6432 15.8346 9.53454 8.6477 7.11798 6.43514 6.49887 6.26903 5.40196 5.3216 5.29596 7.387 6.25541 5.24332 5.14656 5.12414 8.34359 6.97113 4.96492 6.18421 4.70755 4.22631 4.24395 3.81326 5.1464 3.7288 3.69077 4.59408 3.64801 3.58497
threshold=70.206395618550019 85.667718326750006 83.740093847200015 96.039789794050009 61.982402197500001 43.89540535710001 40.750688432250008 1.0000000180025095e-35 71.131225215400022 40.94178426300001 71.096275259700022 70.776348742200014 95.262825394300009 97.39208423365001 -0.11012 0.08883000000000002 -0.59502499999999992 41.243661560350013 0.078905000000000017 60.613977009100005 -0.51146999999999998 83.116371560950014 72.752365468100024 99.994511703900017 80.468240302450013 -0.16320999999999999 0.022350000000000005 58.167480110400007 -0.60611000000000004 71.332859575200004
decision_type=2 2 2 2 2 2 2 2 2 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 10 7 6 13 8 -1 -8 11 12 -2 -5 29 23 -17 -18 -9 26 -7 22 -15 -11 -25 -6 27 -20 -27 -10
right_child=2 -3 -4 5 25 20 9 18 14 15 -12 -13 -14 21 -16 16 17 -19 19 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.0043842766238169628 -0.0042616078862085828 0.0012459436744532864 -0.0033393601542058282 0.0012367814918683741 0.0010054169846538336 0.0024210412001740632 0.0036707265010254503 0.0041215111881439444 0.0031548637840383567 0.0026460729075891004 -0.0033272912661996062 0.0029670683727473918 0.0036925279297492595 0.0029816007025648393 -0.0037268550812194932 0.0031489727839273344 0.0015966170622537634 -0.004167908694896953 0.0018470026348374807 0.0017529688085497802 -0.0042018533598698997 0.00207865250996986 -0.0019229901527138258 -0.0033508983946757783 0.0023183324057551268 0.002964974358335818 -0.0048742565520991672 -0.0034387343344604729 -0.0042854937687935137 -0.00076197979795484595
leaf_weight=6.4861353691667345 6.2965227253735048 277.90664760395885 16.058846877887845 16.590493381023407 2.7699246369302282 1.8153721075505016 9.8948496952652913 5.5361272245645514 5.0290368888527182 18.604519665241245 18.74225415661931 5.536061964929103 1.7044171169400213 2.5628978088498107 4.8689922653138629 5.1879192069172886 4.1440873965620986 9.0861803870648128 5.2239448092877883 17.303556829690933 7.3553074114024621 4.7602377869188777 36.20896071754396 4.0414261966943723 4.6969731338322163 1.0230502039194096 3.4683496151119462 3.8933070357888937 11.800753386691209 8.5765164606273157
leaf_count=175 98 1096 757 63 23 10 27 15 19 55 343 19 5 8 64 14 17 74 27 78 180 22 350 38 23 3 46 42 247 96
internal_value=0.000353865 0.000838559 -0.000635975 -0.000359859 -0.000651507 7.91892e-05 0.000314441 -7.86188e-05 -0.00149244 0.00122143 -0.00205936 -0.000303895 -0.00256716 -0.000525164 -0.000477156 0.000691819 -0.000809919 -0.0023623 0.000917558 0.000324116 -0.00289083 -0.00119666 -0.00159879 0.00170339 -0.000303633 -0.00286999 -0.00164037 -0.000410146 -0.00370707 0.000685808
internal_weight=527.174 353.886 173.287 157.228 75.9797 124.949 115.779 60.386 24.9607 55.656 32.2793 13.537 8.00094 60.1226 18.4745 45.7611 18.4182 13.2303 35.4253 29.8892 9.17068 43.5321 38.7719 27.3429 8.7384 15.5937 12.5856 9.11725 12.8238 13.6056
internal_count=4034 1931 2103 1346 835 881 691 562 354 248 465 122 103 443 179 221 105 91 208 193 190 380 358 116 61 273 115 69 250 115
is_linear=0
shrinkage=0.00368326


Tree=166
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 3 2 4 3 0 2 3 3 2 4 2 2 3 4 0 1 3 0 1 2 1 3 3 3 0
split_gain=5.57245 3.0168 4.34211 4.18196 3.47669 3.80713 3.1007 3.03084 4.37986 3.12581 3.01669 2.95985 3.12158 2.91167 2.84947 3.26896 3.50906 3.53591 3.70642 4.04279 3.91608 4.88534 5.29054 3.24041 3.89587 2.85711 2.94297 2.64839 2.50785 4.09011
threshold=83.740093847200015 70.171445662850019 94.773526014550015 85.667718326750006 61.982402197500001 -0.16320999999999999 -0.60611000000000004 39.110279783550006 0.087555000000000022 94.203572890950014 0.20949500000000004 0.12535000000000004 -0.10747999999999999 0.22598000000000004 38.244973486750006 0.22598000000000004 0.04932000000000001 0.11922500000000003 42.434124620650003 100.15850764985002 82.457699319000014 0.092505000000000018 96.959242474650011 71.504920895500007 -0.22094499999999997 71.397382570300024 0.092835000000000015 0.10433500000000002 1.0000000180025095e-35 71.131225215400022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 28 -6 -7 -3 -9 -10 -2 12 -4 -12 25 16 17 18 20 23 21 -16 -23 24 -20 -14 -27 -21 29 -1
right_child=10 2 11 -5 5 6 -8 8 9 -11 13 -13 14 -15 15 -17 -18 -19 19 27 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.018181065996452955 -0.016308132440058892 -0.022307859726021336 -0.012161153754087144 0.0028158119190241893 0.0079960550439552251 0.011444140248323669 -0.017402394145991422 -0.016587814699273298 0.01461700539449391 -0.0069138079945122964 0.027914716319454733 -0.017549710472843667 0.0061482683529537532 -0.015829433644082173 0.0048677611451787882 -0.011325465307078661 0.00846057790535488 0.018054644183212544 0.010155677035184798 -0.020103625256162484 0.01673609100480173 0.0069508947414952393 -0.012359979329675612 0.0053714499567628074 -0.01962679980401805 -0.01830952334882989 -0.0033999185459406937 0.0095970043670828425 0.0028795531760272101 -0.00068513918241458536
leaf_weight=3.9750013835728195 6.6399815385229868 3.1418031118810168 4.5374349923804393 228.6960709169507 2.3258177675306788 0.99497467279434104 7.8087646793574086 4.6308244690299016 2.9715587850660086 3.4523046538233757 0.79793874174356438 2.2271974366158238 4.7177113257348564 0.65718610119074583 29.502938915044069 4.1725678220391265 19.101284079253674 2.7736468017101279 1.4992927685379971 5.1146453134715548 4.2196227572858325 5.0501485392451277 10.040485322475432 8.0412672851234657 3.3975966125726735 4.3283891920000306 11.377332638949154 0.82587609067559231 29.119306384585798 15.521852131932972
leaf_count=175 693 49 119 1081 23 3 247 187 16 57 2 43 24 62 151 52 81 8 6 154 17 28 75 59 62 76 94 3 208 179
internal_value=0.000737996 0.000979726 -0.000917868 0.00186868 -0.0017568 -0.00951585 -0.0141422 -0.0089695 -0.00517867 0.00304594 -0.0119102 2.73678e-05 0.00035717 0.0081583 0.000854715 0.0019896 0.00260989 0.00102393 0.000326107 -0.00546444 0.00256562 0.00122475 -0.00589751 -0.000638758 -0.0105082 -0.00435416 -0.0075089 -0.0159745 1.94627e-05 -0.00425219
internal_weight=431.661 423.566 135.124 288.442 59.7457 11.1296 8.80374 14.1965 11.0547 6.42386 8.09511 120.927 118.7 1.45512 114.163 93.7394 89.5668 70.4655 67.6919 18.8787 48.8132 44.5936 15.0906 12.9382 4.89689 20.4234 15.7057 5.94052 48.6162 19.4969
internal_count=4034 3277 1361 1916 835 273 250 309 260 73 757 1052 1009 64 890 696 644 563 555 284 271 254 103 127 68 194 170 157 562 354
is_linear=0
shrinkage=0.0153896


Tree=167
num_leaves=31
num_cat=0
split_feature=0 2 4 0 0 0 4 1 1 3 2 2 2 3 2 2 4 2 3 2 4 2 2 2 2 1 3 3 1 2
split_gain=5.00445 2.60536 3.68627 2.77739 2.31425 4.34706 3.79082 3.02746 4.30777 2.96924 2.69367 5.60277 5.47433 4.53355 4.10252 4.01857 7.0201 3.80459 4.14446 5.41823 3.79411 5.14532 3.91281 6.86801 3.32545 6.49002 3.2344 3.27151 2.64311 7.59079
threshold=102.89804648475001 -0.086139999999999994 40.00488309970001 107.57327517365 76.451683855550016 71.332859575200004 44.952171034750002 66.590419433100024 66.351146659450009 0.10507500000000002 -0.061874999999999999 -0.068964999999999985 -0.016334999999999999 0.083495000000000028 -0.074999999999999997 0.048475000000000011 38.064633603500006 0.086310000000000026 0.11379500000000002 0.12427500000000002 39.792680591700012 -0.090495000000000006 -0.59502499999999992 -0.54526999999999992 -0.12546499999999997 78.285212300550015 0.07907500000000002 -0.10565499999999999 75.408562100950022 -0.11572
decision_type=2 2 2 2 2 2 2 2 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 8 -6 -7 11 13 -12 14 26 16 -14 -17 19 -19 21 24 -22 -24 25 -15 27 -9 29 -25
right_child=1 2 3 -5 7 9 -8 10 -10 -11 12 -13 15 20 -16 17 -18 18 -20 -21 22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.026028639674402356 -0.026641340266424875 -0.026709335550425161 0.013790736562516613 -0.02549805603756914 0.0033594879341093684 -0.028897054716656188 0.0090905717640807245 -0.028300559782103461 0.023435424522374886 0.028487006254955979 0.012639065145415716 -0.043396520573335685 0.014506056592554471 -0.029391510191909009 0.022799214868358206 0.011329358694636962 -0.036018479119385466 -0.043037533721800796 0.017656967330720613 -0.0042608276420183361 0.018991374246113003 -0.027343371283584092 -0.035257679938316945 0.015300932312396534 0.0081676919106252344 0.01346815184792583 -0.029457777518660071 0.0026217275882102751 0.012633848412905817 -0.014353070353924986
leaf_weight=2.4251267537474659 5.5441191364079705 3.3621700210496765 5.3179369512945414 1.4377781646326182 210.96509380452335 5.9450783478096119 9.5337554458528739 3.2030683085322416 6.9443337842822066 0.62700656056404103 25.191510733217001 2.1367636434733859 2.6524804681539527 5.544950756244365 1.7968518398702134 15.355051431804894 4.9729867186397314 2.5437973486259642 4.5593105591833583 20.802381829358637 9.5522436052560789 6.1289325943216673 3.0182470232248226 9.7037517577409691 11.046519357711077 3.7087951488792896 7.4607905615121117 6.559364018961789 14.033373791724442 12.328093715012086
leaf_count=173 507 209 36 208 1205 212 48 94 30 2 116 31 8 59 9 64 67 51 18 171 32 70 31 37 62 18 179 94 56 137
internal_value=0.00109051 -0.0128225 -0.00525047 0.00542914 0.00162362 -0.00703629 0.00196879 0.00203488 0.00399927 -0.0234224 -0.000449505 -0.0032379 0.00307722 -0.00232586 -0.013263 -0.00165645 -0.0184438 0.00130263 -0.0042146 -0.00848593 0.000445412 -0.00720358 0.00460196 0.0010851 -0.0011231 -0.0122138 -0.0170253 -0.00752392 0.00412658 -0.0012922
internal_weight=424.402 15.662 10.1179 6.75572 408.74 18.531 11.9589 390.209 217.909 6.57208 172.299 96.2217 76.0775 94.085 19.0201 50.886 7.62547 43.2605 27.9055 23.3462 75.0649 26.4292 48.6357 39.0835 20.3003 9.25375 17.2232 9.76243 36.0652 22.0318
internal_count=4034 960 453 244 3074 435 221 2639 1235 214 1404 909 495 878 376 379 75 304 240 222 502 209 293 261 139 77 367 188 230 174
is_linear=0
shrinkage=0.0250803


Tree=168
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 1 2 3 4 0 1 2 1 1 0 3 3 3 2 3 3 0 1 1 2 0 3 4 3 1
split_gain=4.48109 2.73585 2.26117 2.60108 7.54522 5.38476 5.01204 5.51407 4.76994 3.95469 3.90318 6.36898 3.8683 3.67163 3.77331 4.16992 3.52983 3.94134 3.2322 3.57913 8.21896 3.18402 3.13151 3.05146 2.92395 2.92265 3.53085 4.73753 4.50324 5.41776
threshold=83.740093847200015 0.20949500000000004 0.36215000000000008 -0.079634999999999997 -0.077085000000000001 81.479100559500012 -0.08262499999999999 -0.23921499999999998 41.257403903850005 84.226704768850013 58.167480110400007 -0.23349 57.041016153700006 69.873026810350026 95.117648655250022 0.090735000000000024 0.092505000000000018 0.093735000000000027 -0.061874999999999999 0.094375000000000028 -0.083619999999999986 102.21786657775002 78.285212300550015 82.457699319000014 -0.59681499999999998 85.705356740550016 -0.15572 37.999598532650005 -1.0000000180025095e-35 57.772276765200012
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 10 9 -6 11 12 -1 25 15 -15 -17 -18 19 20 -11 22 -16 -23 -24 26 -9 -28 -29 -30
right_child=1 -3 -4 4 5 -7 -8 13 -10 18 -12 -13 -14 14 21 16 17 -19 -20 -21 -22 23 24 -25 -26 -27 27 28 29 -31
leaf_value=-0.028773976350514232 -0.019916362625254612 0.010014042350632385 -0.014876307739953359 0.016240236104930757 -0.011719497785408522 -0.023773589770951516 -0.011440670251848922 0.016027366157525071 -0.0022559014421919608 0.013536519660341969 -0.020338558185520113 0.022810809984305222 0.0089607608459906646 -0.022930159301623527 -0.0015402902010193218 0.020300107553606648 0.011633215398218291 -0.028655620167763671 0.0062874704833476448 0.0054222159960836914 -0.028165743758856644 -0.023136513234756524 0.021700296691121532 0.0092708096927495744 0.002426821556147778 0.0049645480538700482 0.0093296318905077818 -0.02355650504442924 0.013334399996663341 -0.0097640861570729692
leaf_weight=2.6117746606469154 5.6317129977978757 1.3310778024606404 3.1401149770244947 13.487214535474775 5.2061059782281509 2.8830463029444209 13.370204454287885 3.623837823048226 59.147853377275169 2.6476238295435897 7.3647118164226413 2.5500407041981799 1.5122087793424723 6.0101089160889369 34.488354755565524 1.9126981794834135 1.495710698887706 2.0013487879186869 97.135706285014749 8.3046438042074424 4.493959603831172 3.7343932674266389 4.438334584236145 1.4113855147734282 7.4037305489182454 89.034557390958071 7.5499186515808203 5.0091296872124067 4.9332423564046683 13.046798023395239
leaf_count=43 693 64 54 96 69 56 114 16 544 12 141 24 13 207 247 4 12 32 462 49 40 117 11 20 88 370 99 148 23 166
internal_value=0.000741615 -0.0141946 0.000995299 0.00111781 0.00269563 0.00167972 -0.000310755 0.000432799 0.00209447 0.00427903 -0.0109141 -0.000514249 -0.0149372 0.0012888 -0.00240225 -0.0121661 -0.000207401 -0.0114239 0.00501885 -0.00295907 -0.0127053 -0.000236177 0.00132005 -0.0142478 0.0096504 0.00317319 -0.0014954 -0.00357469 -0.00781263 -0.00342648
internal_weight=416.912 6.96279 409.949 406.809 193.306 179.819 213.502 200.132 176.936 117.788 14.0387 6.67402 4.12398 186.094 62.8961 11.4199 5.40976 3.49706 112.582 15.4462 7.14158 51.4762 46.3304 5.14578 11.8421 123.197 34.1629 30.5391 22.9892 17.98
internal_count=4034 757 3277 3223 1328 1232 1895 1781 1176 632 221 80 56 1560 738 255 48 44 563 101 52 483 346 137 99 822 452 436 337 189
is_linear=0
shrinkage=0.0187757


Tree=169
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 3 2 3 2 4 0 2 4 0 3 2 3 2 3 4 3 1 1 4 0 2 0 0 0
split_gain=13.0625 6.90136 8.87892 6.36014 9.7468 4.91016 4.04384 7.34554 6.50036 11.6503 6.02612 6.75416 5.78436 5.34156 4.81177 4.70527 4.6281 4.59521 4.10985 4.1067 3.8872 3.45848 4.47144 4.59072 9.86475 3.53121 3.36224 3.74349 3.70732 3.60369
threshold=102.89804648475001 42.779078631750004 75.462331263550013 71.246828915000023 96.163458868000006 36.728658719300007 0.079470000000000027 -0.078649999999999984 0.093325000000000033 0.0023400000000000005 39.420767558750008 85.667718326750006 -0.23401999999999998 37.627645350900004 86.329079026800017 0.087245000000000031 -0.13953999999999997 0.087905000000000025 -0.16182999999999997 0.08673500000000002 41.827117825850003 0.41214500000000009 64.184249406300026 62.111448187750007 41.741384785950011 93.399723909900004 -0.070909999999999987 90.407470010750018 69.830011480250008 100.27142289135001
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 9 12 -10 -12 -8 -4 -9 -11 -14 19 -13 -18 -19 22 23 24 -20 -24 29 28 -28 -3
right_child=-2 26 3 4 5 -7 8 14 10 15 11 18 16 -15 -16 -17 17 20 21 -21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0048368048627165294 -0.003001982763261636 0.00011024450524337658 -0.0040185219992961161 -0.0044860941205229921 -0.0032306386761417278 0.00075592980408937713 -0.003876330278009646 0.00043083537929436557 0.0030329325615889502 -0.0012100345695506118 -0.0035401187228295168 0.0040634909084825187 0.0047985129598735179 0.0014359091364579014 0.004191991453794318 -0.0067539435469363106 0.000525644637601838 0.00031391107294199673 0.0013974894302174264 0.0035500287055550907 -0.0034962739059962392 0.0036563414479037662 -0.0060523486901192438 0.0037257476901666146 -0.0056024803561885717 0.00046146598695909197 0.0028282709666128717 -0.00021843045154581754 -0.0052543217062458311 -0.0051949280344571859
leaf_weight=5.7560634678229681 22.960958180017769 76.695603026077151 5.2232551053166416 9.6735981740057451 7.2154000066220751 76.334695667028427 5.4003030955791465 9.2225713133811933 45.935956787317991 6.6232993304729444 6.6907594390213481 9.9575895816087705 6.5010874755680552 14.372009895741938 34.066220108419657 6.4453643094748259 23.0574951749295 24.501594061031941 21.345568560063843 16.389086997136474 7.4505660608410826 7.7775309905409804 3.8269375115633002 9.5105216205120069 5.3779760561883441 3.3131895661354065 1.4025637917220617 10.413079055026172 8.8594525819644314 2.8329538591206065
leaf_count=255 960 668 38 134 65 394 40 40 157 42 53 29 16 64 134 71 101 112 71 64 57 22 24 29 43 17 26 98 123 87
internal_value=0.000400354 0.000565804 0.000855655 0.000945129 -9.65779e-05 0.000411649 0.00130086 0.00232851 0.000993292 0.000110617 0.00174118 0.000865999 0.00074677 -1.80077e-05 0.00339069 -0.00394425 0.00106726 0.000727518 0.00134842 0.0017822 -0.000574543 0.00081988 0.000311267 0.00096964 -1.12185e-05 -0.00302978 -0.000510159 -0.00216967 -0.00414963 -7.87355e-05
internal_weight=495.133 472.172 371.969 366.213 93.2237 83.5501 272.989 62.8841 210.105 96.3688 113.736 67.8001 83.3001 19.5953 43.2888 13.0687 77.8998 71.3987 61.1093 39.4466 31.9522 51.1517 43.3742 36.2341 26.7235 7.14013 100.204 20.6751 10.262 79.5286
internal_count=4034 3074 2072 1817 593 459 1224 276 948 503 445 288 390 102 174 113 350 334 235 165 169 206 184 143 114 41 1002 247 149 755
is_linear=0
shrinkage=0.00461923


Tree=170
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 3 3 0 3 4 4 1 2 3 3 1 1 1 0 3 2 2 4 2 4 2 1 1 0 1
split_gain=19.1428 15.5645 9.3017 10.0922 7.25115 6.76266 6.24882 5.58393 5.59106 5.56992 6.51262 7.3612 5.74028 6.67036 4.97454 6.74302 4.91588 6.31438 5.74509 4.72308 4.25477 4.18853 8.80573 5.13401 5.77095 4.71575 4.61498 4.03003 3.64022 3.4509
threshold=70.206395618550019 85.667718326750006 83.740093847200015 96.039789794050009 61.982402197500001 -0.10747999999999999 1.0000000180025095e-35 71.131225215400022 -0.11012 43.940903692500008 38.244973486750006 73.037342029850024 0.22598000000000004 0.09117500000000002 0.078905000000000017 60.613977009100005 71.096275259700022 70.776348742200014 95.262825394300009 -0.16320999999999999 -0.51146999999999998 -0.59502499999999992 41.257403903850005 0.059320000000000012 39.184300550350009 -0.088224999999999984 76.599549052750021 58.167480110400007 94.047642319350018 58.613764160050003
decision_type=2 2 2 2 2 2 2 2 2 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 16 6 -5 7 -1 29 10 11 -7 13 -12 -8 27 17 18 -2 -6 -11 -15 23 24 -23 -26 -27 -16 -3 -9
right_child=2 28 -4 5 19 9 14 8 -10 20 12 -13 -14 21 15 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0045178773218111116 -0.00428052089111201 0.001315567176913415 -0.0033933616051981335 -0.0042981176761084858 0.0016532968068634309 0.0022341068268386011 0.0041282034437486606 0.0017496661495404466 -0.0039057051510927063 0.0023961335435916079 0.001885180603139887 -0.0027350086422612183 -0.0031389420293110163 0.0022076888199748772 0.00010940035700440568 0.001834687286454355 -0.0034289432907898985 0.00254401146628975 0.0034512245332989008 -0.0037961562374921043 -0.004229724491035489 0.0030750851822018534 -0.0043317956903582101 0.0042609580446303849 -0.0052179344809979373 0.0030220682680157855 -0.0030949843484590453 -0.0041392792119305686 -0.0011596446330424564 -0.003005408833994585
leaf_weight=6.2739009894430664 6.1624285299330932 264.8208561334759 15.595063572749494 4.6553736533969632 2.6026808023452768 5.5422154143452671 5.574327338486909 10.359076689928772 4.7158951833844176 1.6919965650886295 54.071741519495845 15.33693730086088 4.6350700724869958 7.592321276664733 6.9559213966131228 16.945446871221066 19.261340381577611 5.4580241292715073 1.6675035431981085 13.121871253475543 6.0761245321482411 4.2948610000312391 7.3745863605290642 3.8140995353460303 3.925645627081396 3.2754949703812564 3.4669006019830704 5.4276167899370193 8.3701877035200578 2.6091208271682254
leaf_count=175 98 1050 757 99 23 20 15 66 64 10 205 155 43 25 55 78 343 19 5 250 159 16 61 9 34 9 36 60 46 49
internal_value=0.000330687 0.00083125 -0.000670384 -0.000402132 -0.000664921 7.2568e-05 -6.93843e-05 -0.00152267 -0.000460043 0.00024059 0.000448082 -0.00141599 0.000869067 0.00108062 0.000928167 0.000319962 -0.00223612 -0.000507091 -0.00263393 -0.00289418 -0.00278653 -0.000208628 -0.000910133 0.000433711 -0.000541869 -0.00199802 -0.000123285 -0.00175277 0.00123973 0.000792975
internal_weight=521.675 347.777 173.898 158.303 74.5859 125.753 58.8613 23.958 17.6841 121.098 113.33 20.8792 92.4507 87.8157 34.9033 29.329 32.5493 13.288 7.82993 15.7246 7.76812 33.7439 26.1516 18.777 14.9629 10.668 6.7424 12.3835 273.191 12.9682
internal_count=4034 1931 2103 1346 835 881 562 354 179 782 613 175 438 395 208 193 465 122 103 273 169 190 165 104 95 79 45 115 1096 115
is_linear=0
shrinkage=0.00369538


Tree=171
num_leaves=31
num_cat=0
split_feature=0 4 1 1 0 3 3 3 4 2 4 2 2 2 2 4 3 0 0 1 4 0 1 4 1 1 4 2 4 2
split_gain=4.4429 2.47687 2.77555 2.74991 4.36499 4.20621 3.67692 5.30662 5.03885 3.3607 3.32567 4.97079 3.7967 3.28932 6.44484 3.22773 3.21348 3.17954 4.81605 7.76561 3.3437 2.97597 5.26642 3.8526 5.17145 6.89241 3.25486 3.14161 2.79897 5.72061
threshold=107.57327517365 32.051492741500006 68.34060567600001 66.964115113200009 86.643628628100018 0.13377000000000003 0.081765000000000018 0.093325000000000033 40.241071441700008 -0.083424999999999985 41.975471476700008 -0.116995 -0.14138499999999998 -0.018034999999999999 -0.06828999999999999 43.426640904350009 0.090390000000000012 91.937202686950016 90.633300493650012 67.649671936450019 43.89540535710001 85.121961326250016 61.45546440395001 35.171584490050009 58.167480110400007 57.041016153700006 38.804080188450008 -0.016334999999999999 40.280372415600006 -0.056724999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 17 8 9 -6 -8 21 12 15 14 16 -12 -11 18 19 -5 -19 22 23 -3 25 -25 -23 -24 29 -28
right_child=-2 3 -4 5 6 -7 7 -9 -10 13 11 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 26 27 24 -26 -27 28 -29 -30 -31
leaf_value=-0.025850594316324343 -0.016936734592794236 0.017990073687122722 0.00089314916672652894 0.020885375565853435 -0.0039628088130687113 -0.022442690975597205 0.0033847885275377454 0.0072519936322517648 0.014014951849365903 -0.022061293377673128 -0.019604920873680667 -0.0074188384129379352 0.016938447969124304 -0.021936744589830796 0.013261703976368363 0.001978318423708872 0.00014095479354652305 0.00099406594891035646 -0.018966978748018611 -0.021458012938253623 -0.0080964471689116916 0.014100282396142015 -0.020778971654363373 -0.019350273541660537 -0.015973545611825315 0.017165350645549585 -0.015036185937732295 0.0085314809214198303 0.0047844557643273045 0.0063776624997245977
leaf_weight=2.0443594064563504 3.9532364760525516 3.4438932724297073 2.3008672436699271 2.8954785168170911 5.492046125233176 2.4262761464342466 14.665630698204042 35.440947085618973 20.89657736569643 4.3469105064868918 2.1647906494326952 30.25482433103025 4.3066000938415518 3.5360095500946036 4.1116449162363997 18.03929549548775 3.1264171600341797 147.96212830068544 6.0586258806288242 2.0733289523050189 12.219237100798635 7.9960554465651503 5.4632357405498624 2.0128346765413863 4.5688983350992203 5.0838687680661678 6.6248530671000481 1.2542916908860196 44.536638654768467 7.3310789689421636
leaf_count=77 649 18 34 6 29 48 63 140 131 35 28 364 17 25 13 179 16 1083 69 55 406 26 130 86 48 17 34 15 167 26
internal_value=0.000685174 0.000853982 -0.0116894 0.000987461 0.00216638 -0.000606045 0.00501286 0.00288465 0.0102734 -0.00231174 0.000343747 -0.0028898 0.00270062 -0.00783672 -0.00353306 -0.000334243 -0.0127731 -0.000296588 -0.00897128 0.0032168 0.000300607 0.00234891 -0.00300213 0.00246811 -0.00211425 0.00680844 0.00410556 -0.0153061 0.00273926 -0.00378745
internal_weight=416.631 412.678 4.34523 408.332 234.697 173.635 91.6162 65.2276 26.3886 29.7866 143.081 54.7655 24.5107 15.121 11.585 20.2041 7.47333 171.209 11.0274 4.96881 160.181 88.3156 21.827 15.1095 11.6656 7.0967 66.4886 6.71753 58.4926 13.9559
internal_count=4034 3385 111 3274 1607 1667 452 292 160 152 1155 588 224 89 64 207 51 1619 130 61 1489 567 314 169 151 103 253 145 227 60
is_linear=0
shrinkage=0.0167019


Tree=172
num_leaves=31
num_cat=0
split_feature=1 2 2 3 4 2 2 4 4 4 2 1 1 1 0 0 1 0 0 0 1 3 1 0 4 0 3 3 4 0
split_gain=4.00706 2.57355 2.27946 2.08506 3.21138 2.26994 2.79224 2.2002 5.05244 6.45248 4.0958 2.24034 4.81985 3.03298 4.28005 2.92742 2.67121 4.95884 3.88303 4.30606 4.05112 4.84466 5.2441 3.84252 3.57914 3.40378 4.40446 5.57475 4.24273 5.30135
threshold=83.740093847200015 0.20949500000000004 0.22598000000000004 -0.27453499999999997 32.724174661450007 -0.031449999999999999 -0.23349 49.122847560300009 47.927946529500012 45.295823381400005 -0.23375499999999999 60.613977009100005 58.167480110400007 61.45546440395001 82.250688042950017 78.626646483100004 69.873026810350026 93.692765846100016 93.953546284800012 96.039789794050009 71.397382570300024 0.10335500000000002 70.727956495850009 93.399723909900004 42.434124620650003 91.066142252700018 0.085820000000000021 0.096885000000000013 38.625745710700009 90.407470010750018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 -1 8 9 11 -9 12 15 -13 -15 -6 23 -18 -19 20 21 22 -20 25 -24 28 -27 -28 -16 -30
right_child=1 2 -4 4 7 -7 -8 10 -10 -11 -12 13 -14 14 16 -17 17 18 19 -21 -22 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=-0.01390273588481441 -0.019085365535984892 0.028723047983614448 -0.018511348685043845 -0.013521001910413529 -0.0037037522290481275 -0.025289671255024827 0.0063579369864304978 0.016507917550686101 0.013820071842967057 -0.017731423753356935 -0.016330559236788934 0.017163429997689404 -0.021126270846824495 -0.02056457449672407 0.0096703042449964912 0.021099373833254827 -0.020360168533347871 0.012791852622926635 -0.019194596980966323 0.0011648124297737464 -0.020942859324286942 0.017499172393801186 0.0095204505433799155 0.014492812306897501 -0.020542149456819998 0.0050263296955522542 -0.028446777884505888 0.00051055086860977842 0.0011826536189925392 0.014944379042294934
leaf_weight=4.1752688945271066 5.1883120113052419 0.78506977111101128 0.57441814616322517 4.8038891525939098 6.901798796374349 1.8178336163982738 4.6882740957662454 1.6033445131033657 10.485441874712704 5.7926785647869101 5.3409834662452331 4.0766213312745085 4.447472119703888 2.8233187682926646 27.366857580840588 1.9905418716371057 3.8925553327426305 7.5794445630162945 6.7136030681431347 95.437870541587472 5.5533648347482076 3.0152361160144201 5.7478286288678646 8.9661448895931226 1.6563095487654207 6.9491934515535823 4.4008655473589879 4.2363078221678734 152.78443786036223 9.6631744280457479
leaf_count=77 693 2 62 70 166 74 59 10 45 167 143 20 55 138 108 6 70 30 90 714 112 17 37 27 72 32 42 18 834 44
internal_value=0.000679718 -0.0133029 0.00876532 0.000906952 0.00112086 -0.00694782 -0.00318607 0.00130241 0.00148585 0.00113631 -0.00874863 0.0014364 -0.00581132 0.00171196 0.00153032 0.0018484 0.00171168 -0.000330543 0.000289697 -0.000512504 -0.00756871 -0.00323371 -0.00766179 0.00294632 0.00279543 0.00244229 -0.00565229 -0.014244 0.00310697 0.00200127
internal_weight=409.458 6.5478 1.35949 402.911 392.229 10.6814 8.86354 387.425 380.481 369.996 6.94433 364.203 13.3398 350.863 346.787 8.89234 343.963 129.596 125.704 118.124 22.6863 17.133 14.1177 214.367 7.40414 205.401 15.5864 8.63717 189.814 162.448
internal_count=4034 757 64 3277 3067 210 136 2997 2844 2799 153 2632 227 2405 2385 172 2247 1142 1072 1042 328 216 199 1105 109 1078 92 60 986 878
is_linear=0
shrinkage=0.0180187


Tree=173
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 4 1 1 2 2 0 3 3 3 0 2 4 2 0 0 4 0 1 4 4 2 2 2 4
split_gain=13.367 6.84662 8.97658 6.78809 6.70797 6.97029 6.10823 5.53727 3.84812 12.3011 4.13746 3.69332 3.8527 6.42174 5.46022 7.66914 6.84371 4.54176 4.39178 4.34062 5.35737 4.25419 7.91296 3.44914 3.77529 3.36471 3.28727 5.89819 6.00828 6.44194
threshold=103.48144189910001 42.779078631750004 75.462331263550013 64.407391431150018 86.643628628100018 41.975471476700008 42.686561923500008 65.29995953045001 62.111448187750007 -0.071864999999999998 -0.083424999999999985 100.15850764985002 1.0000000180025095e-35 -0.15572 0.080770000000000022 85.791387400750025 -0.55354000000000003 48.226196960950006 -0.06828999999999999 86.89903215050002 97.39208423365001 43.182896969600009 92.805574663100018 69.873026810350026 49.283271594150008 42.522337019050006 -0.061874999999999999 -0.011675 0.048475000000000011 38.179089776100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 25 -5 9 10 -6 12 13 17 23 16 -16 -3 19 -17 21 -21 -23 -14 -25 -7 -9 -28 29 -29
right_child=-2 11 3 7 8 6 -8 26 -10 -11 -12 -13 14 -15 15 18 -18 -19 -20 20 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0042102489277129219 -0.002879929046400703 -0.003001130912390767 0.0012103566646895043 -0.0038762557473541659 1.6311394387230871e-05 -0.0016837814320398371 0.0026727544523511035 -9.902733330752657e-05 0.0030878064565529177 0.0034180684677390535 -0.0058457178657463013 -0.0034870925430300383 0.0033993675038545539 -0.0050925261257745028 0.0040668364947631791 0.0028316247788615265 -0.0047576700633973693 0.001454624062060708 -0.0022123111653287574 -0.0043450789317797328 0.0031451746783489405 0.0027061892613947881 -0.0036123338368846763 0.0024342519751577776 -0.0043653135932688247 -0.0063054428772574287 0.0023962423187087875 0.0016660567968411306 0.00069522582995572041 -0.00626275985385939
leaf_weight=5.8622780274599782 20.001138413324952 6.1499493047595051 96.972044665366411 5.0463647395372382 3.7720804065465936 10.365182012319567 4.292095571756362 102.01334091834724 43.240725256502628 12.63615398108959 4.0052681565284747 6.0832182057201853 11.668015435338022 6.4863740615546694 1.6705542802810658 12.599420212209223 9.3763565942645055 9.2303084898740035 8.9893097858875972 4.9691064506769242 6.2056261487305155 7.5233115106821042 5.5618801154196262 3.0640324633568516 2.3111731261014938 3.3671376667916766 30.198406267911196 2.651754066348075 48.088363705202937 4.3906989954411983
leaf_count=255 920 126 389 49 14 79 17 607 170 41 34 128 42 127 4 39 163 38 79 37 21 26 103 17 63 32 106 11 246 51
internal_value=0.00033724 0.000471634 0.000721373 0.000799291 0.00136309 0.000784011 -0.00150975 0.000275754 0.00240924 0.000971862 -0.00300258 -0.000452187 -0.000259484 -0.00174065 0.000178556 -0.00041886 -0.0034232 -0.000327054 0.000305013 0.000918942 -7.44126e-05 -0.00118105 2.04916e-05 0.00217292 -0.000489352 -0.002817 0.000387594 0.000969364 0.000187778 -0.00327726
internal_weight=498.792 478.791 376.902 371.04 178.651 114.996 18.0244 192.389 63.6542 20.4135 7.77735 101.889 95.8054 21.8666 73.9388 56.8956 11.0469 15.3803 45.8487 36.8593 24.2599 18.0543 13.0852 17.0432 5.37521 13.7323 187.343 85.3292 55.1308 7.04245
internal_count=4034 3114 2101 1846 776 517 128 1070 259 89 48 1013 885 291 594 472 167 164 305 226 187 166 129 122 80 111 1021 414 308 62
is_linear=0
shrinkage=0.00401672


Tree=174
num_leaves=31
num_cat=0
split_feature=0 0 1 3 2 3 1 4 0 4 0 0 2 0 1 3 3 1 4 2 3 1 1 0 3 2 1 1 4 3
split_gain=3.81425 2.31956 4.68471 3.0613 2.98451 2.96136 3.10586 6.40516 2.90439 2.83215 2.57392 2.49726 2.37026 2.07443 2.98162 2.25804 2.2903 6.75829 4.65828 3.82749 4.91924 3.30116 4.21753 5.21284 3.38749 7.02651 4.91833 3.19129 3.38433 2.85995
threshold=107.57327517365 98.142164052000012 78.10777406390001 0.086230000000000015 -0.54526999999999992 0.085495000000000029 73.037342029850024 40.280372415600006 101.18549865570002 39.110279783550006 102.11570516885001 102.03236296680001 0.059320000000000012 85.667718326750006 61.87486387225001 -0.27343499999999998 0.080770000000000022 72.378669787950017 40.00488309970001 -0.021784999999999999 -0.059734999999999996 75.408562100950022 71.246828915000023 96.039789794050009 0.091645000000000018 0.15607500000000005 61.987779113750001 62.111448187750007 39.749124837650008 0.082535000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 8 -3 -6 -7 -8 -4 10 -5 -10 -13 14 -1 -15 17 19 -19 20 -17 22 24 -24 25 26 -18 -22 -29 -28
right_child=-2 2 3 9 5 6 7 -9 11 -11 -12 12 -14 15 -16 16 21 18 -20 -21 27 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=0.00069849573827268359 -0.019508630683941503 -0.028872491014362622 -0.030913341039550062 0.0018006890683596353 -0.022732041075814908 0.015630702212392742 -0.025188226801065087 0.004315587505499173 0.0094174008919280898 0.0078084998865703388 -0.023402725443403823 -0.02129598528886828 0.0013347372574222898 -0.012260700627711819 -0.009614121158568377 -0.0046222088040219662 -0.014600108071401594 0.0019604480495443622 -0.026947067368821756 0.014992482285592109 -0.0048751270953418784 0.010307593657226269 -0.022411977754156064 -0.0011659206399243613 0.0040467389441698701 -0.023091109662064888 -0.010970693538174991 -0.0063562832626333264 0.01775867965224177 0.0030595696437328321
leaf_weight=40.707223992794752 3.4316326747648409 2.7265539318323162 1.6263448325917114 4.6770470254123238 3.6244570668786791 2.6353625804185858 4.5703757982701045 6.7693255618214607 3.7255597617477161 22.570694139227271 2.2135008433833718 3.4883291814476252 3.3775226259604096 3.9708986552432171 13.960302494466303 13.779031994752584 7.4565766789019099 4.8384562991559488 3.6084015420638025 19.344048041850328 4.1428056657314327 14.533320563845335 6.0892406329512623 14.426821630448101 103.29229482728988 5.0981905087828627 5.8897751420736304 2.552766855806115 13.948630630969999 63.108119059354067
leaf_count=501 649 31 26 29 88 12 59 39 29 154 66 208 42 38 341 97 42 26 111 80 20 81 135 75 468 50 84 13 101 339
internal_value=0.000706332 0.000878573 -0.00254711 0.0011491 -0.0101263 -0.00722206 -0.00319952 -0.00757569 -0.00695463 0.00450976 -0.00629559 -0.00327569 -0.0101632 0.00150194 -0.00193501 0.00215871 0.00236168 0.00562351 -0.0103885 0.008139 0.00428771 0.00143881 0.000811174 -0.00747183 0.00173051 -0.00120316 0.000256387 0.0102347 0.0140281 0.00186192
internal_weight=406.184 402.752 62.0051 41.679 20.3261 17.5995 13.9751 11.3397 12.2178 29.4612 6.89055 10.5914 6.86585 340.747 54.6675 286.079 282.108 62.2141 8.44686 53.7673 34.4232 219.894 205.361 20.5161 184.845 81.5527 76.4545 20.6442 16.5014 68.9979
internal_count=4034 3385 783 554 229 198 110 98 305 249 95 279 250 2602 842 1760 1722 448 137 311 231 1274 1193 210 983 515 465 134 114 423
is_linear=0
shrinkage=0.0192558


Tree=175
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 4 3 4 0 2 4 0 4 4 4 2 0 3 2 0 3 3 3 3 2 2 4 2 0 2
split_gain=3.43586 2.33244 2.0831 1.91601 4.8588 2.3895 2.47705 2.37786 3.19505 7.03009 2.83471 2.80963 3.59015 5.23606 3.57476 5.13127 3.13895 3.7317 3.061 4.13616 2.90665 4.49465 2.97271 2.77256 3.15626 5.14972 5.29531 4.76158 3.34947 2.7759
threshold=83.740093847200015 0.20949500000000004 54.879495816850003 64.407391431150018 88.606203063300015 33.96174662340001 0.10157500000000001 38.400997490450003 81.87699236280001 -0.231905 38.903925214650009 86.329079026800017 41.942745071500006 44.169240047700008 41.385032804600009 0.13006000000000004 85.764502819450016 0.087555000000000022 -0.083064999999999986 85.242941942100018 1.0000000180025095e-35 -0.144095 -0.25095999999999996 0.080770000000000022 -0.13509999999999997 -0.06828999999999999 43.018222997350009 -0.0068649999999999996 86.89903215050002 -0.078649999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 9 -7 -9 12 14 16 15 -12 17 -14 19 -19 21 22 -15 29 -25 26 28 -27 -26 -13
right_child=1 -3 3 -5 -6 7 -8 10 -10 -11 11 23 13 20 -16 -17 -18 18 -20 -21 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.017872118521695728 -0.018189252563731273 0.0081271602163109045 -0.025281180561424137 -0.00033721219738485774 0.012085067056190718 0.020921039080064985 0.013704972671674927 -0.015767526319809128 0.01280499624314658 -0.02220468655647918 -0.0034472711508809874 -0.00064692671199187023 -0.01983530656844942 -0.0056911450839161491 0.0083452121236217754 0.015992156955602622 -0.017145675530661854 0.011359317328396391 0.012854376636764977 -0.021388287233694802 0.010791009308982384 -0.022664487215693641 0.015893981082353958 0.010202634474020939 -0.0049622975283609722 0.012087323933393039 0.0084449516341930202 -0.006523975475302821 -0.021482126815179501 0.015465899856857432
leaf_weight=1.7595292679034162 4.5825368869118384 1.2672183904796837 1.8724507433362299 198.18408612208441 13.281943269073961 1.9132545888423909 0.64613704383373249 2.9387453310191622 11.299490001052616 2.667665951885283 31.183307922445238 4.5497942119836798 3.250090702436867 4.5644676415249714 18.489289718680084 4.5917590484023085 10.184503853321074 1.9568133689463136 3.9593694508075696 2.7130250576883554 7.1972839795052996 2.6579957269132146 3.1984635889530182 11.012277029454706 9.5185848549008352 13.030723847448828 5.4597922191023818 5.8804465085268047 5.8355357348918906 10.254899382591246
leaf_count=125 693 64 82 1834 73 9 3 18 44 93 197 18 87 36 78 17 85 10 33 42 44 37 12 42 46 41 17 30 44 80
internal_value=0.000572739 -0.0124884 0.000766633 0.000850233 0.00206261 0.00132645 -0.0152794 0.00156101 0.00790172 -0.00419292 0.000941077 0.00124895 -0.000654367 -0.00457908 0.00221567 -0.000952205 -0.0101519 -0.00415599 0.00174945 -0.00766598 0.00239997 -0.00339536 0.0032023 0.00397712 0.00206969 -0.000184855 -0.006077 0.00630012 -0.0112409 0.0105141
internal_weight=399.901 5.84976 394.052 392.292 194.108 180.826 2.51859 178.308 15.8804 4.58092 162.427 159.488 93.9464 39.682 54.2644 35.7751 22.0638 11.8793 8.62921 4.66984 17.6182 10.4209 7.76293 65.5421 50.7374 39.7251 20.8139 18.9112 15.3541 14.8047
internal_count=4034 757 3277 3152 1318 1245 85 1160 146 102 1014 996 678 386 292 214 257 172 85 52 129 85 48 318 220 178 107 71 90 98
is_linear=0
shrinkage=0.0171685


Tree=176
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 4 2 4 2 3 4 2 4 3 0 0 1 1 0 4 3 4 4 3 3 3 4 4 3 3
split_gain=12.6388 11.1855 7.13767 6.76565 4.82542 4.84074 5.16789 5.81621 4.36627 4.09574 4.16476 4.34399 4.68567 4.84714 5.20101 4.06531 3.89767 3.48934 3.77242 4.84646 3.42703 3.29848 3.16393 3.411 2.81847 5.92315 2.81138 5.4565 3.05152 4.0964
threshold=70.206395618550019 85.705356740550016 83.740093847200015 94.773526014550015 0.10184000000000003 48.226196960950006 -0.14138499999999998 41.872294782850005 -0.59502499999999992 -0.10747999999999999 38.244973486750006 0.22598000000000004 42.599563320500003 0.092505000000000018 96.682331287150021 100.27142289135001 71.397382570300024 80.677940036650014 97.225399829550014 40.890797847750008 0.10828500000000003 48.96897326980001 35.171584490050009 0.10608500000000003 0.090390000000000012 0.092650000000000024 44.421469061800003 47.927946529500012 0.080135000000000026 0.079220000000000027
decision_type=2 2 2 2 2 2 2 2 2 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 24 5 6 8 -8 -1 -5 16 12 13 14 -12 -14 -11 18 -15 -20 -21 -7 -6 -24 -2 -26 28 -28 29 -3
right_child=2 26 -4 9 22 21 7 -9 -10 10 11 -13 15 17 -16 -17 -18 -19 19 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0048161875876240046 -0.0043712631294177857 0.0014573338171928953 -0.0034809499739450285 -0.00337734914871582 0.0044671533796681378 0.0030477875623715817 0.00062014226975990816 -0.0026397575664013056 -0.0039901929744045111 0.0016900897186591178 -0.0018411650108157611 -0.0032622325139202409 0.00018311506400391444 0.0015545595716571878 0.0023038803545686738 -0.0033532245934594931 -0.0023287973244560545 0.0027512457555105064 -0.0049029015609463496 -0.0021022514079824281 0.003062926335971417 -0.00094311112822054318 0.0026107944966819361 -0.0014483677599853426 0.0032929943574757765 -0.0045726397776102825 -0.0040410858465416855 0.0021376941394698674 0.0010399188341260535 0.0039298283475896019
leaf_weight=0.92875496298074622 8.3319566398859006 40.017900917679071 12.016585512086747 5.4521303027868262 3.9400375485420254 6.7933096736669523 20.774876991286874 14.32578377611935 14.328457353636621 4.7853389494121101 5.2677995748817912 4.6762066800147286 16.442459048703316 6.3229693155735793 42.728363081812859 7.2596509028226128 17.090551188215613 4.7882412597537032 5.7218427769839755 5.4882171750068647 3.1220857128500938 6.0796639770269394 5.9888087660074216 6.9048778191208839 2.8337785340845576 3.111970953643322 4.4760391898453218 4.3818018212914467 192.02752125635743 14.017266899347304
leaf_count=3 222 155 757 118 14 19 135 237 366 24 44 52 139 36 171 160 181 20 53 37 15 34 20 47 16 58 50 17 758 76
internal_value=0.000360511 0.00079093 -0.000567072 -0.000322936 -0.000492443 -0.000991015 -0.00154164 -0.000710335 -0.00345412 -3.86934e-05 0.000108467 0.000443237 0.000621611 0.00111271 0.00184894 -0.00090002 -0.00144967 -0.000276122 -0.000977922 -0.00209519 -0.000229364 0.00116296 0.00138029 0.000437016 -0.00289399 -0.000823833 0.00119401 -0.000984563 0.00127243 0.00209872
internal_weight=490.425 334.985 155.44 143.424 80.0646 63.2308 50.3579 35.1007 15.2572 129.146 123.694 101.818 97.1416 73.4395 47.9962 23.7021 21.8759 25.4434 20.6551 14.3321 8.6103 12.873 16.8337 12.8937 14.2777 5.94575 254.921 8.85784 246.063 54.0352
internal_count=4034 1931 2103 1346 875 794 741 372 369 1050 932 727 675 376 215 299 205 161 141 105 52 53 81 67 296 74 1056 67 989 231
is_linear=0
shrinkage=0.003936


Tree=177
num_leaves=31
num_cat=0
split_feature=0 2 2 2 4 2 3 0 4 1 2 3 3 1 2 2 2 0 1 4 1 0 2 3 1 1 3 2 2 0
split_gain=3.33641 1.972 2.07977 6.24898 3.99694 3.65103 3.93587 3.8589 3.49119 3.46928 3.36547 3.26332 8.54111 4.89625 3.90016 9.14535 3.3571 3.24553 4.39469 2.7947 2.75583 4.44284 3.22529 3.38135 5.17668 5.21389 2.95526 4.67161 2.66673 2.60663
threshold=107.57327517365 0.36215000000000008 -0.079634999999999997 -0.077085000000000001 42.558389508100007 -0.08262499999999999 -0.23921499999999998 102.21786657775002 48.86568841230001 60.613977009100005 -0.06828999999999999 0.084360000000000018 0.086520000000000027 72.752365468100024 -0.053159999999999992 -0.037054999999999998 0.035605000000000005 86.054856297550018 65.536543845950021 40.750688432250008 61.907125369850007 85.995710218650018 -0.0034049999999999996 0.11379500000000002 76.599549052750021 62.132955852800002 0.090735000000000024 0.24901000000000004 -0.013805 86.89903215050002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 8 -8 -1 19 17 13 16 -12 -14 -16 -13 -11 -19 -5 -17 -22 -23 24 25 -24 -27 -28 -21 -7
right_child=-2 -3 3 4 -6 29 7 -9 -10 10 11 12 14 -15 15 20 -18 18 -20 28 21 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.016791167424234851 -0.019912053240009546 -0.015000469291967368 0.016126182527625883 -0.033835442073840934 -0.0064757910131587899 -0.0021280594759764812 0.0015482677862757924 -0.015105534200171487 0.0048878080193068421 0.0070727291320344951 0.012255276778229745 -0.046776826520179379 0.01175065696129471 -0.0048252619402064049 -0.023988637584563127 0.01761502736632254 -0.011401472243062448 -0.02519491949776401 -0.0018905065835993049 0.02101010058312924 -0.018326077003557376 0.0111187999322977 0.010151040743463841 0.012447743697025719 0.0079549988398248724 -0.00098127951493581084 -0.029776196722701962 0.001132439308655239 -0.022066171172409051 -0.019729203177092182
leaf_weight=9.2152012884616834 3.0274945844430468 3.0263385018333784 12.07753401994705 1.7800246020779003 21.367788611445576 6.8496311455965024 172.70295234210789 5.5575736924074581 4.1780147515237323 6.6707533197477487 32.765930274501443 1.636151211336254 17.720624292269349 8.1001783227547985 5.0850744508206835 4.9046299010515204 2.840332068502903 4.6695932000875464 9.5066662020981294 1.1002204455435276 3.7904932405799618 15.879657127894452 4.1124195307493343 7.2719344198703757 11.071781982667742 3.9917023777961722 6.8017171025276166 2.6217564567923546 1.1246737572364509 6.2062872489914298
leaf_count=193 649 56 96 24 292 47 1427 221 23 26 144 20 89 71 35 19 38 35 68 4 37 68 17 33 65 29 64 14 61 69
internal_value=0.000660369 0.000818196 0.000940445 0.00244084 0.00149535 -0.000429359 0.000256335 0.00102906 -0.0100284 0.00260535 0.00308958 0.00427821 0.00213937 0.0088697 0.0035627 0.00134855 -0.0243311 -0.00424243 -0.00956687 -0.0154633 0.00348006 0.00223187 0.00373763 0.000470104 -0.00257544 -0.00922727 -0.0151677 -0.0211769 -0.000764756 -0.010495
internal_weight=397.655 394.628 391.601 186.892 174.814 204.71 191.654 178.261 13.3932 153.446 149.441 128.594 87.7283 40.8661 83.2518 65.5312 4.47648 20.847 14.1763 4.00492 60.4461 55.5415 51.751 35.8713 28.5994 17.5276 13.4152 9.42347 2.22489 13.0559
internal_count=4034 3385 3329 1349 1253 1980 1864 1648 216 961 872 743 528 215 470 381 58 129 103 89 346 327 290 222 189 124 107 78 65 116
is_linear=0
shrinkage=0.0196719


Tree=178
num_leaves=31
num_cat=0
split_feature=0 0 1 2 3 1 4 2 2 1 1 4 4 4 2 2 1 0 2 3 3 3 3 4 3 1 0 2 2 4
split_gain=2.99736 1.81443 3.97553 2.68269 2.70607 2.48836 5.65471 2.41065 4.29125 3.2609 2.81658 6.03098 2.17095 2.52376 1.78959 9.66046 1.96567 1.66843 2.7515 2.56148 1.55132 1.43763 2.67756 4.36897 4.02903 2.45922 4.15072 4.0491 2.22582 5.14195
threshold=107.57327517365 98.142164052000012 78.10777406390001 -0.54526999999999992 0.085495000000000029 73.037342029850024 40.280372415600006 -0.59681499999999998 -0.092710000000000001 83.116371560950014 81.479100559500012 42.402981339000007 38.903925214650009 39.184300550350009 -0.58559499999999998 -0.50001499999999999 54.879495816850003 101.10215645365001 -0.016679999999999997 0.089850000000000027 0.089675000000000019 0.41214500000000009 0.10507500000000002 38.334060527150008 0.10721500000000002 64.02831883475001 86.565663342300013 -0.058374999999999996 -0.22403500000000001 39.337369931850013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -3 -5 -6 -7 -4 9 -9 17 -12 -11 -14 -1 -16 -17 -10 19 -19 -20 22 28 -24 -25 26 27 -26 29 -18
right_child=-2 2 7 4 5 6 -8 8 10 12 11 -13 13 -15 15 16 21 18 20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0091192562413706085 -0.022881824184210607 -0.032738687149714535 0.017621131240065497 -0.026282553278568536 0.016520815418389234 -0.028737649160276327 0.0046916759068204332 -0.026395458378787554 -0.0039299575398501806 -0.034835445379312165 -0.027414291530295815 0.020476938296535813 0.030052808852773349 -0.023689870645937396 -0.025839316763749908 -0.023489108011224957 -0.023039226930378864 0.01239378611662334 0.0053066877332991263 -0.019490714609838766 0.022269403442077583 0.010589835150210412 0.0079918468251832121 -0.032089177005905849 -0.00095299420063374766 -0.020265619725650951 0.014174808866707715 -0.031208739862526598 0.0030664039512843188 0.0014350447829256296
leaf_weight=15.144224616698919 2.7423237103503189 2.565880702808502 4.1474220966920248 3.2979983156546977 2.5913137793540946 4.2060937788337451 6.7520397901535034 5.0069474270567289 5.382642984390265 0.57583336764946613 3.8093542074784628 2.0833410769701004 1.5531452000141146 0.62869992107152928 6.6468444392085066 1.5739593445323397 5.6405785060487714 2.613497206941255 4.2351448088884283 2.5492576956748962 7.9357113558799028 9.380856564268468 10.454450730234383 3.4650316908955601 7.7716315537691161 4.6753315124660721 5.5991657972335807 3.1976508758962163 236.07504417235032 19.938251595944166
leaf_count=70 649 31 30 88 12 59 39 166 30 22 100 24 3 77 125 125 133 13 25 32 32 43 55 26 35 37 22 34 1662 235
internal_value=0.000695668 0.000861669 -0.00276043 -0.0111814 -0.00789817 -0.00342333 -0.0081396 0.00127399 -0.00058996 -0.0155111 0.00345971 -0.0104825 0.00425109 0.0145668 0.00152038 0.00115438 0.00173735 0.00707638 0.0104942 -0.0033501 0.0163668 0.00186702 0.00159134 -0.00427213 -0.00946109 -0.00577027 -0.00167993 -0.00977283 0.00237932 -0.00396196
internal_weight=392.24 389.497 59.9343 19.4133 16.8474 13.5494 10.9581 40.521 36.3736 7.76463 28.6089 5.8927 2.75768 2.18185 329.563 314.419 307.772 22.7163 17.3336 5.16275 12.1709 306.198 296.817 35.1633 24.7088 21.2438 16.5684 10.9693 261.654 25.5788
internal_count=4034 3385 783 229 198 110 98 554 524 268 256 124 102 80 2602 2532 2407 132 102 45 57 2282 2239 209 154 128 91 69 2030 368
is_linear=0
shrinkage=0.0226314


Tree=179
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 3 0 3 4 3 4 2 3 4 3 0 3 0 2 1 1 1 3 3 4 0 4 2 2 4
split_gain=11.3561 5.20584 9.44516 5.35556 5.10703 6.89208 5.3427 4.47951 4.35452 4.84314 4.24084 5.15889 7.76263 4.51687 6.79 4.33246 4.00788 3.96702 3.77051 3.61363 5.9545 4.48214 3.54285 5.25583 3.52327 3.37814 4.31042 3.00008 2.95776 2.95606
threshold=81.479100559500012 85.667718326750006 66.590419433100024 61.87486387225001 -0.059424999999999999 0.083495000000000028 92.313586825200005 0.10932000000000001 42.094663496250007 0.088435000000000027 39.952536079750011 -0.59502499999999992 0.09062000000000002 35.050303764500008 0.094725000000000018 97.39208423365001 0.090735000000000024 90.297243227400017 1.0000000180025095e-35 60.613977009100005 58.167480110400007 57.041016153700006 0.087125000000000022 0.089835000000000012 38.064633603500006 71.332859575200004 44.952171034750002 -0.60024999999999995 -0.60918499999999998 40.844669808050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 19 5 -4 7 -6 18 -10 13 -12 15 -7 16 22 -15 -3 -8 20 21 25 -13 -24 -21 26 -1 28 -2 -20
right_child=27 2 4 -5 6 10 8 -9 9 -11 11 12 -14 14 -16 -17 -18 -19 29 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039206602042761154 -0.0026779204339255945 0.0010124393580470562 -0.0024953479940662696 -0.0023182925697395572 -0.0042291693242452241 0.0015787808143704076 0.0024492854045938582 0.002716664978251794 0.00029703495654694376 -0.0050176003158952757 0.0030841986988066851 0.0014924122819253401 -0.0019526164860389102 -0.0029874767561545476 -0.0045863149103458302 0.0026307930876079901 0.0011453921085410844 0.0029218500327601597 1.3087917606216546e-05 0.003363028710736089 -0.0039393864548190874 0.0024170069714454915 -0.0049294585475927284 0.0029164357093251899 -0.00018923146828862708 -0.0033492718067019735 0.0013297953501144157 -0.0027281823348507561 0.0046635780473878036 0.0025365869476882039
leaf_weight=2.7835290543735089 1.4315379513427617 185.43547904118896 20.340507663786411 17.09951885510236 5.0844327332451931 6.2654420621693161 26.544438101351261 1.7262303382158277 9.8523300234228355 3.137795712798833 9.2350150346755964 6.4941502399742621 16.955341201275587 5.1769956089556244 8.6641729194670898 14.663776043802498 8.78003440517932 16.44100122153759 27.713919810950756 7.7633925378322584 6.0236259922385207 8.3779586236923915 3.907192524522543 1.7008882462978361 7.7378970999270678 5.3931323196738949 9.8487320709973556 20.391750124283135 1.6276970412582183 8.3943094201385957
leaf_count=136 47 774 367 341 76 33 85 5 77 38 27 34 145 54 105 47 43 64 154 33 96 46 58 8 37 105 48 901 12 38
internal_value=0.00031563 0.000446907 0.000610984 -0.00052834 2.02137e-06 -0.000554554 0.000691778 -0.00246868 0.000976336 -0.000986728 -7.22065e-05 0.000554132 1.97208e-05 -0.00122044 -0.00199575 0.00126913 -0.000387588 0.00116794 0.00138335 0.000110267 -0.000597014 0.000165511 -0.000380745 -0.00254986 0.00158982 -0.000880954 0.000172853 -0.00221206 0.0012282 0.000599742
internal_weight=474.992 451.541 386.513 65.0278 184.637 102.184 82.4535 6.81066 75.6428 12.9901 81.843 52.9564 43.7213 28.8866 22.6212 26.766 13.957 201.876 62.6527 47.9283 32.427 26.4034 12.1022 5.60808 15.5013 18.0254 12.6323 23.451 3.05923 36.1082
internal_count=4034 3074 2232 842 1394 921 473 81 392 115 554 319 292 235 202 147 97 838 277 501 431 335 100 66 70 289 184 960 59 192
is_linear=0
shrinkage=0.0037255


Tree=180
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 1 3 2 2 3 3 1 0 2 3 3 0 4 4 3 3 4 4 3 4 3 0 1 0 4
split_gain=7.50778 6.67298 4.68768 4.94342 3.82306 5.36669 4.1035 3.66977 5.40252 3.49273 3.20708 5.18705 4.58369 3.78973 3.60026 4.92355 4.00475 3.59492 3.11785 2.89548 2.78859 2.74345 4.22417 4.00262 3.91813 4.85665 4.54011 3.95976 8.49209 2.7941
threshold=70.206395618550019 85.705356740550016 94.773526014550015 107.57327517365 38.244973486750006 71.397382570300024 -0.10747999999999999 0.22598000000000004 0.059320000000000012 0.10184000000000003 -0.15572 61.982402197500001 71.131225215400022 -0.59502499999999992 -1.0000000180025095e-35 0.078905000000000017 78.626646483100004 37.999598532650005 35.171584490050009 0.10608500000000003 0.092835000000000015 41.147265497500008 40.80591513400001 0.098545000000000021 41.571132012400007 0.082535000000000011 95.808582394800013 75.408562100950022 99.994511703900017 47.709122305950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 5 -4 -6 8 21 10 12 14 -1 -13 17 -16 -17 -12 -11 -20 -7 22 23 -8 -23 26 -26 29 -29 -27
right_child=2 -3 3 -5 6 20 7 -9 -10 18 11 13 -14 -15 15 16 -18 -19 19 -21 -22 24 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.0073255059767382983 -0.0043183951398887655 0.0014596229144815558 0.0030017835007860125 -0.0061615556367149264 -0.0069081534058081269 -0.0071832744854665644 0.0012373368598120353 -0.0048976522965005669 0.0036520617339932575 0.0068789569822049011 0.0012510000498937861 0.0062559468726763861 0.0022178960132821029 -0.0071653995664568686 0.0058750744634986866 -0.0073915722672785534 0.00023566387182909727 -0.0078410069545729252 0.0036140228898289928 -0.0024303680402392594 -0.0021960133279340798 -0.0085759593323750018 0.0046471283584920298 -0.0043716502256927626 0.0061210298205328058 -0.0041436207232032739 -0.0075351349777686271 0.0064607738290736816 -0.0019862205223870688 0.0028377341460446063
leaf_weight=2.1417027832940212 12.017735065892337 238.19181144423783 5.4059983082115677 5.1831961148418477 2.7517442265525451 6.1596759818494347 21.754049156792465 4.277501940727233 19.757936088368297 3.5043277144432059 2.4277860652655319 0.84042547643184562 13.319989341311155 9.3747276645153743 4.5105893760919669 3.1620440157130352 12.501163087785242 4.6438002483919263 5.4094737432897073 6.2766349092125893 12.3526638681069 2.387094900943338 9.8752055205404741 5.937082356773316 1.0685409698635329 8.1066900864243525 5.417185103520751 8.8829117417335528 8.5753973172977549 2.8371766768395892
leaf_count=115 296 1056 25 649 74 138 119 50 80 14 53 2 110 248 15 63 84 104 20 47 117 33 42 57 13 96 193 23 80 18
internal_value=0.00044727 0.000981728 -0.000699557 -0.000366885 -0.000127652 -0.00230558 0.000384924 0.000587891 0.000835931 -0.000689482 -0.00142405 -0.00238163 0.000895975 -0.00606119 -0.00100205 0.000301066 -0.0013041 -0.00471958 0.0018697 0.000367567 -0.00385544 9.24792e-05 0.00124722 3.4749e-05 -0.00107129 -0.000557806 -0.00528524 0.000521719 0.00231167 -0.00233372
internal_weight=449.052 306.304 142.748 130.73 125.547 23.9183 101.629 98.8768 94.5993 68.1127 52.9222 37.4605 15.4617 10.2152 27.2454 20.1738 15.6632 7.07159 15.1904 11.6861 18.5123 74.8413 37.5663 27.6911 37.275 34.8879 6.48573 28.4022 17.4583 10.9439
internal_count=4034 1931 2103 1807 1158 280 878 804 754 875 794 569 225 250 319 162 147 157 81 67 255 674 218 176 456 423 206 217 103 114
is_linear=0
shrinkage=0.00605478


Tree=181
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 4 1 1 1 1 3 2 3 0 0 3 2 4 4 3 3 2 4 2 1 3 2 4 3
split_gain=7.30271 6.78596 4.88698 4.79653 5.15618 4.18171 4.95398 5.7514 5.11219 4.07492 6.31197 4.07465 6.42687 3.23407 4.24537 2.77187 2.73377 2.70593 2.46968 4.52403 2.87379 3.70842 11.0531 5.83372 5.16345 3.26837 3.15755 3.93137 3.10961 2.99269
threshold=70.206395618550019 85.667718326750006 61.87486387225001 95.469836670350006 98.142164052000012 0.086230000000000015 39.110279783550006 75.806453904250006 73.553525990900013 71.096275259700022 70.776348742200014 0.09450500000000002 -0.58559499999999998 0.09117500000000002 102.89804648475001 85.121961326250016 0.076130000000000017 -0.076484999999999984 44.421469061800003 47.927946529500012 0.080135000000000026 0.093325000000000033 -0.018034999999999999 40.467253020850002 0.15607500000000005 61.950140699950005 0.079220000000000027 0.12427500000000002 37.627645350900004 0.10433500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 11 -6 8 -8 -7 10 -2 16 -13 -9 -15 -1 -5 -14 20 -20 26 22 25 24 -24 -22 27 28 -3 -23
right_child=3 18 -4 4 5 6 7 13 -10 -11 -12 12 17 14 -16 -17 -18 -19 19 -21 21 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030907853014840262 -0.0054703427999770416 -0.0032264561752802044 -0.0037738401712606637 -0.0016105794970194263 -0.0035257523686175103 0.0072854166990675333 -0.0061825865394001126 0.0040420445452022972 -0.0048399385853710938 -0.0059661831034067015 0.0045961563238664602 0.00536604764143287 -0.0081717766879541489 0.0012475783091832888 -0.0074285060635079095 0.0046870660519381562 0.0029328423251397209 -0.00024132740279115053 -0.0064631940181395005 0.002902540661480056 -0.0030341439616220502 0.0032730339880122296 0.0023586220073940276 -0.010572331151607236 -0.0070257232365068334 0.0016695939079423984 0.0058903611115756066 0.0068630603871845499 0.0020961496914044353 0.0010137258129510498
leaf_weight=40.2518924116157 4.8857801537960786 5.0881391167640677 16.173807919956744 6.102806255221366 22.298910931684077 1.5274614542722691 3.9814602751284829 14.017439196351914 12.172281108330933 11.401140973903237 4.8392179422080517 3.1171348169445992 4.7120790407061577 16.422301156446341 2.5420460118912152 4.8572871312499037 33.782141424715519 2.609193053096531 4.1298156809061748 3.9274528846144676 6.2768283188343039 45.91784929856658 5.0061898157000524 4.5559977740049353 4.2154605574905872 70.813950642943382 11.120181538164614 5.7505758926272383 27.114369940012693 45.617065154016018
leaf_count=483 99 25 334 47 786 3 41 168 250 304 19 9 51 85 93 18 133 15 54 17 34 169 18 40 39 302 77 16 118 187
internal_value=0.000473246 0.00102762 -0.000827504 -0.000681554 -0.000210227 -0.00127131 -0.00027904 0.000910307 -0.00348801 -0.00343207 -0.000461192 0.0013282 -0.00214679 0.00176654 8.46063e-05 0.000228899 0.00223765 -0.00534548 0.00150224 -0.00189794 0.0016206 0.00125953 0.000365465 -0.00478866 -0.00193121 0.00128661 0.00296266 0.00210485 0.00125515 0.00214709
internal_weight=445.228 300.817 61.283 144.411 123.285 72.9619 50.663 36.9632 13.6997 21.1261 9.725 50.3234 10.4384 32.9818 18.9643 45.1092 39.8849 7.32127 239.534 8.05727 231.477 182.403 90.8684 13.7776 9.22165 77.0908 49.0733 37.9531 32.2025 91.5349
internal_count=4034 1931 835 2103 1681 1426 640 387 253 422 118 255 75 346 178 501 180 66 1096 71 1025 789 433 97 57 336 236 159 143 356
is_linear=0
shrinkage=0.00624749


Tree=182
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 0 4 0 2 1 2 0 0 0 3 3 2 1 0 4 3 2 1 0 1 0 0 1 3
split_gain=3.14115 2.11452 1.82312 1.82062 1.88776 4.30027 4.71085 2.97509 3.2144 5.80934 2.86873 7.45192 4.59242 4.03984 3.51174 2.45251 5.56392 3.39927 2.93423 3.94887 4.79732 3.43337 3.38366 3.73534 2.40679 3.14751 2.24456 4.49766 5.48113 3.41882
threshold=83.740093847200015 0.20949500000000004 0.22598000000000004 54.879495816850003 66.590419433100024 90.297243227400017 89.953120586650016 38.400997490450003 81.87699236280001 -0.26894999999999997 63.353515844050008 -0.097799999999999984 85.995710218650018 85.925810307250018 88.606203063300015 -0.14860999999999999 -0.059734999999999996 -0.23349 58.167480110400007 85.57631075030001 42.753078181500008 0.096515000000000031 -0.06828999999999999 61.998532946250002 85.334349518600007 61.622148808000013 91.937202686950016 91.394134144600017 67.940025414550021 0.12535000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 8 9 -5 12 14 13 15 -12 17 -17 -9 -18 24 22 -22 -21 -24 25 -20 27 28 -6 -28
right_child=1 2 -4 4 26 -7 -8 10 -10 -11 11 -13 -14 -15 -16 16 18 -19 19 20 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.017793403998909829 -0.018212087550745885 0.024405731290268375 -0.01764827903164335 0.019188496399407173 0.0073170569805421984 0.011553569591176214 -0.020516460252030553 -0.004597862882772797 0.0093900629798693205 -0.01766143882803119 0.0073387987338261991 -0.026122616849401696 0.0039057205175536524 -0.018585601371451689 -0.018783497663404498 -0.021500509671901508 0.0090607215713718742 0.013941503274382015 -0.014958918170966871 0.0089509010345987135 -0.022288198570718523 0.0054226130221908982 -0.015376099438629047 0.0067583940430304325 -0.024341334719671585 0.0067009629363274925 0.0004554263480357384 -0.023399449388682388 -0.023669785134012571 -0.016932637152427255
leaf_weight=1.5452309963293362 4.1775770464446387 0.74277317151427247 0.51483241375535727 1.9186127418652201 6.4415548481047136 12.901163458824156 2.8700004667043677 5.0442877477034926 24.108502956107259 3.6868593646213412 7.1288270270451886 4.103460641577839 93.087847955524921 4.0475325416773549 1.9287228584289549 4.1810068311169664 7.4557821378111973 6.9183003334328443 5.060927873477338 15.202984862029545 4.0097643863409749 1.9652701392769811 4.509767975658189 4.4858677051961422 3.0434246705844989 3.2496234234422445 153.5616882708855 3.6914511527866116 2.2797304424457252 3.4094867277890435
leaf_count=125 693 2 62 13 27 64 20 44 111 164 83 57 458 28 12 122 45 27 57 53 53 11 28 16 50 29 1409 54 62 55
internal_value=0.000632339 -0.0123345 0.00718987 0.000812202 0.000885865 0.00193178 0.00133501 0.00164073 0.00666624 -0.00504863 0.000789488 -0.00692228 0.00141499 -0.00193678 0.00177629 -0.000902089 -0.00248303 0.00612397 -0.000859784 -0.00264089 0.000607865 -0.0131737 0.00401077 -0.00433826 -0.0112746 -0.00648939 -0.000478209 -0.00750885 -0.000782855 7.77495e-05
internal_weight=397.273 5.43518 1.25761 391.838 390.292 220.909 208.007 205.137 29.714 5.60547 175.423 13.161 162.262 69.1745 9.05755 65.127 53.1644 11.9626 48.9834 41.5276 30.1737 5.97503 24.1986 8.99564 11.354 8.31055 169.384 12.4127 8.72129 156.971
internal_count=4034 757 64 3277 3152 1545 1481 1461 288 177 1173 152 1021 563 95 535 464 71 342 297 161 64 97 44 136 86 1607 143 89 1464
is_linear=0
shrinkage=0.0171747


Tree=183
num_leaves=31
num_cat=0
split_feature=1 0 4 1 4 0 3 4 2 3 2 2 2 0 3 1 3 2 4 4 2 1 4 1 1 2 3 0 1 1
split_gain=8.75319 7.69748 5.36076 5.96847 5.24398 5.57287 4.36849 4.22919 4.59248 6.87233 5.79963 3.66807 6.67601 4.11157 4.69434 3.55174 3.48801 4.16051 3.32656 3.27193 4.3073 4.2439 3.28374 3.16926 3.33793 3.02524 2.7517 2.6964 6.98234 6.25699
threshold=70.206395618550019 85.705356740550016 43.89540535710001 70.727956495850009 40.750688432250008 103.33357670195001 0.10184000000000003 40.94178426300001 0.061925000000000015 0.081280000000000019 -0.074349999999999986 0.17076500000000003 -0.054619999999999995 96.163458868000006 0.09914000000000002 72.187789260650007 0.087715000000000029 -0.58559499999999998 35.171584490050009 48.226196960950006 -0.14138499999999998 62.052302108850007 41.898943182100005 71.246828915000023 70.389210771400016 -0.59502499999999992 0.10608500000000003 99.994511703900017 75.271450736300025 71.104340634100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 11 19 -6 9 -9 27 12 13 -5 16 23 17 -15 -8 20 25 22 -22 24 -4 -1 -20 28 29 -11
right_child=2 -3 15 4 7 -7 18 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 26 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0043454341734747463 -0.0055189638712122386 0.0012080431765639867 0.0027521772162533843 -0.005451380219903882 0.0039287265689631964 -0.0049784092877399174 0.0053801014760804259 -0.0061073249139372314 0.0028697123809905663 0.0044923575817520968 -0.0046453188658840639 -0.0040447427395958312 0.0018369092589862108 0.003107827201758874 -0.0043119434319224513 -0.0050172595394038485 0.0016923559353489745 -0.0048119229296483398 0.0028121601739189016 0.00097001474349663172 0.0011246468232878548 -0.0054869117890155687 -0.0022682497739708969 0.0043994377518444339 -0.0053376068131109579 -0.0046452212698958849 -0.0016816745784496477 -0.0012081352636305331 0.0045540088722968138 -0.003140998850694768
leaf_weight=0.88746596500277419 4.5933643449097863 246.45602395571768 1.707694604992869 4.9500528853386632 8.8886877149343473 6.8870781064033499 3.9338005185127285 4.135522740893065 12.760048869997261 3.4604571312665922 4.5601473003625932 5.8665397241711608 22.348419383168224 2.1046339906752145 6.3758246451616278 9.2907756781205517 13.56208625808358 4.8251969572156694 5.6191898472607118 12.435086369514464 16.799939671531327 3.747984265908598 10.084933658130465 2.0092999469488859 3.3125681690871716 12.103799361735581 6.4838342219591141 8.5168039966374618 11.004283327609299 7.5447187982499599
leaf_count=3 82 1056 8 86 45 430 14 125 68 11 52 64 94 11 68 485 65 57 20 53 107 79 186 18 91 366 47 129 31 83
internal_value=0.000373324 0.000812865 -0.000568255 -0.000254911 -6.56974e-05 -0.00097379 -0.000538027 0.000932639 0.000420322 -0.000376537 0.000298933 -0.000514373 -0.000132011 -0.00151496 -0.000789719 -0.00310997 0.000306181 -0.00240664 0.00162517 -0.00115685 -0.00176312 -0.000801297 -0.000148081 -0.000589157 -0.00258578 -0.00403105 0.000404722 0.00103753 0.00190651 -0.000740773
internal_weight=467.256 318.552 148.704 132.384 127.791 66.9198 72.096 60.8707 51.982 39.2219 35.0864 60.0328 54.1662 31.8178 26.8677 16.3203 20.4919 6.92983 16.0368 56.0592 43.6241 30.6329 26.8849 7.02956 5.02026 12.9913 12.103 30.5263 22.0095 11.0052
internal_count=4034 1931 2103 1501 1419 875 875 544 499 431 306 445 381 287 201 602 133 68 81 794 741 372 293 117 99 369 67 254 125 94
is_linear=0
shrinkage=0.00470027


Tree=184
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 1 4 2 2 1 1 0 1 0 3 3 2 4 2 1 2 3 2 2 2 2 3 3 3 3
split_gain=3.01832 1.87785 3.31343 4.05742 2.74381 3.37548 2.66901 3.75232 8.30403 3.72443 5.61979 5.12701 5.09917 2.74012 3.36219 5.71251 5.51445 4.01685 5.16777 5.43052 4.09429 3.90646 2.78759 6.32801 3.95241 3.99627 2.74649 4.38941 4.3298 3.92498
threshold=107.57327517365 94.047642319350018 94.773526014550015 -0.14910499999999999 93.805681087600007 69.999384342500022 37.828051409500013 -0.12546499999999997 -0.26894999999999997 66.964115113200009 67.649671936450019 90.407470010750018 65.020359884900017 85.732241321850012 0.087795000000000026 0.09013000000000003 -0.093879999999999991 41.50623664750001 -0.082334999999999992 62.084563606450011 -0.087234999999999993 0.10220000000000003 -0.078649999999999984 -0.102645 -0.075639999999999999 -0.039434999999999998 -0.15572 -0.059734999999999996 0.078410000000000021 0.086955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 -1 11 -11 12 13 26 22 16 -16 21 20 -20 -19 -17 23 -15 -24 -26 -8 -28 -29 -30
right_child=-2 2 -4 -5 -6 -7 9 -9 -10 10 -12 -13 -14 14 15 17 -18 18 19 -21 -22 -23 24 -25 25 -27 27 28 29 -31
leaf_value=0.016369808124851788 -0.022159084110328468 0.0087866948840316355 -0.00010321868454106653 -0.020093328932992947 0.013521723477243121 -0.017431586320735378 0.0058402664767892342 0.010763643823112219 -0.028672766598622029 -0.028888439163194123 -0.00065209952492644558 0.016277174853035491 -0.021937078026151007 0.01168395979828165 0.0047052555915211456 0.014300262736298471 -0.028738821386923095 -0.0055184806356754698 -0.028373882544286442 -0.00043867864935353884 0.01846665606898646 -6.8033754793980143e-05 0.023909135561502412 -0.01014191449162995 -0.0048826741591235217 0.014798769299706579 -0.026279140003863954 0.017403580419097092 -0.021201392107655388 -0.0017946147775667737
leaf_weight=3.9153379229828706 2.7329771679360411 3.2025022888556114 117.32239975687116 8.6219077399000508 9.5754013508558256 4.4076711973175398 12.989178338088086 30.178423861972988 3.9436511280946434 4.8544088974595097 11.166131211444734 11.048235103487967 4.5725482935085884 14.406606853008272 3.9382722824811935 18.611510276794434 5.9300987757742387 7.3729814440011978 6.283047219738366 7.1322477012872696 6.3659207075834257 17.741463780403137 9.0747527778148669 11.439902581274508 8.5488794445991534 11.770869947969912 4.4495228445157329 4.3004555637017026 6.4602751154452589 22.169460281729698
leaf_count=22 649 56 1179 177 43 94 156 143 147 51 66 56 52 53 14 65 48 36 58 33 18 77 72 63 39 57 178 19 136 177
internal_value=0.000785722 0.000945774 -0.00121732 -0.0122715 0.00200939 0.00157381 0.00191068 0.00725201 -0.00623262 0.000946086 -0.00920804 0.001782 0.000909548 0.00149321 0.00318965 0.000116052 -0.0153919 0.00252584 -0.00384963 -0.0135221 0.00559503 0.00728805 0.00727225 0.00202363 0.0118873 0.00651844 -0.00283863 -0.00585448 -0.0030947 -0.00617374
internal_weight=394.527 391.794 129.147 11.8244 262.647 253.072 248.664 38.0374 7.85899 210.627 16.0205 194.606 183.558 178.985 128.617 73.3755 9.86837 63.5072 27.1542 13.4153 13.7389 36.353 55.241 25.8465 29.3945 20.3197 50.3689 37.3797 32.9302 28.6297
internal_count=4034 3385 1412 233 1973 1930 1836 312 169 1524 117 1407 1351 1299 633 349 62 287 145 91 54 142 284 116 168 96 666 510 332 313
is_linear=0
shrinkage=0.0219093


Tree=185
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 0 3 4 2 2 4 0 4 2 2 4 2 2 3 1 0 3 1 4 2 0 4 4 4
split_gain=8.76776 4.6349 7.26588 6.45488 4.56013 5.59312 4.83636 4.07013 4.06264 4.16107 4.34788 3.68609 4.19633 3.6859 4.06004 3.61789 3.59658 3.66853 5.29415 4.38638 3.98078 4.70894 3.22755 3.07923 3.00134 4.40155 4.02467 2.91163 2.78086 5.38995
threshold=102.89804648475001 70.206395618550019 85.705356740550016 96.039789794050009 71.096275259700022 70.776348742200014 95.262825394300009 0.10184000000000003 48.226196960950006 -0.14138499999999998 -0.13509999999999997 41.872294782850005 67.469545241750026 43.89540535710001 -0.25236500000000001 -0.59502499999999992 40.750688432250008 0.17076500000000003 -0.054619999999999995 0.09914000000000002 83.116371560950014 98.142164052000012 0.076615000000000016 72.187789260650007 40.00488309970001 -0.086139999999999994 107.57327517365 35.171584490050009 41.243661560350013 41.827117825850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -3 8 9 15 -11 -12 -13 16 -15 -1 17 18 19 20 21 -5 23 -6 -2 -26 -27 -9 -18 -30
right_child=24 3 -4 13 22 -7 -8 27 -10 10 11 12 -14 14 -16 -17 28 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0050689067195391485 -0.0050790844509624178 -0.0052836782373999946 0.0011920650135493712 0.00096823784073860476 0.0029211417307596055 0.0035843073237942767 0.0041966067318394635 0.0053416444669225106 0.0013092189953321648 0.0057027708792090764 5.655842909805295e-05 0.0059061211077673856 -0.0043206978904067692 0.0035603141446952911 -0.0053448929768508003 -0.0047002993922336447 0.0033545492890155841 -0.003978228139299855 0.002089122872837937 -0.0043773136986113518 0.0045457576728490795 -0.004009026375368859 -0.0053595993563897298 -0.0051806158668872369 -0.0050256629058276015 0.0030110392275573567 -0.0048107835721772543 0.00049088557102580969 -0.0032943169771614002 0.0015969513497655309
leaf_weight=0.90090787783265014 7.4845677465200451 4.920052060857417 240.41786254756153 10.560055874288091 2.4373769499361506 5.1173300333321095 1.5696929246187208 3.5582395046949378 11.900318443775175 2.0924481675028792 16.948471415787946 0.97225239407271047 10.154607520438729 1.4854845926165579 4.7606626665219656 12.070052121765906 12.319347910583017 5.5412688665091983 17.679336562752724 7.1453534625470629 3.4013059176504603 6.9835281558334819 10.927697673439978 1.8062560874968765 4.3570640133693823 5.4573899395763847 1.9835177967324851 11.84962312504649 6.0153271630406371 29.009078551083803
leaf_count=3 389 98 1056 49 15 19 5 14 53 6 133 12 221 5 139 366 42 58 66 69 10 70 266 62 327 36 208 67 43 127
internal_value=0.000354411 0.000489665 0.000802889 -0.000249786 -0.00231053 -9.1884e-05 -0.00299065 -0.000525273 -0.00112334 -0.00179439 -0.000836701 -0.00132409 -0.00342709 0.000276266 -0.00322702 -0.00402177 0.000498071 -0.000364417 7.31023e-05 -0.00119573 -0.000110337 -0.00101305 -0.00400793 -0.000527283 -0.00274973 -0.001272 0.000925981 0.0016111 0.00143283 0.000756892
internal_weight=461.826 442.544 310.865 131.679 26.7784 11.6071 6.48974 70.4469 55.0391 43.1387 30.1678 28.0753 11.1269 104.901 6.24615 12.971 98.6546 51.3108 45.7696 28.0902 20.9449 17.5436 15.1713 4.24363 19.2825 11.798 7.44091 15.4079 47.3438 35.0244
internal_count=4034 3074 1931 1143 465 122 103 875 794 741 372 366 233 678 144 369 534 322 264 198 129 119 343 77 960 571 244 81 212 170
is_linear=0
shrinkage=0.00470263


Tree=186
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 1 1 3 0 4 4 4 2 1 4 2 4 3 3 1 3 2 1 4 4 3 3 2 2
split_gain=12.0401 10.3313 6.10402 7.29501 5.62474 5.20419 6.8609 5.13129 5.10744 5.02278 4.60827 4.27627 4.49042 4.12225 4.78161 3.89913 3.87285 3.25552 3.21839 3.18355 3.32244 3.17375 3.5792 2.94294 2.84164 5.3439 3.63563 3.97998 4.17525 3.34012
threshold=70.206395618550019 85.705356740550016 107.57327517365 96.039789794050009 97.878695155250014 71.096275259700022 70.776348742200014 78.10777406390001 0.10184000000000003 95.262825394300009 48.226196960950006 36.728658719300007 43.572676689450006 -0.14138499999999998 62.052302108850007 41.898943182100005 -0.59502499999999992 35.171584490050009 0.10608500000000003 0.076615000000000016 72.187789260650007 0.076835000000000028 -0.083424999999999985 78.527173532250018 44.421469061800003 47.927946529500012 0.080135000000000026 0.079220000000000027 0.12427500000000002 -0.094519999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 5 21 6 9 -6 10 -2 13 23 -13 16 15 -15 -1 -10 -19 20 -7 -5 -23 -9 26 -26 27 28 -3 -28
right_child=2 24 -4 4 7 19 -8 11 17 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.0042200408943505151 -0.0042762371085995473 0.00092661909079504092 -0.0038576599764088291 -0.0016380745700160281 -0.001894938093159858 0.0021313024901539546 0.0031141795126387712 0.0018851919382555139 0.0043333180291709747 0.0032743857202755036 0.0010718491289929185 0.00082092631852811136 -0.0039358461438223167 0.0009124044428958835 -0.0045126444499482372 -0.0019894370955936672 -0.0038068072146474866 0.0024760058551995473 -0.0013885982949493291 -0.004355863779911151 -0.0041873529207038431 0.00035798742575079203 0.0026534885772565809 -0.0048121470077245833 -0.0039378798923450547 0.0019784437973815886 0.0016690775786717576 0.0037759382359455096 0.004253031955858199 0.00060688944605472982
leaf_weight=0.91268745809793372 5.4957866594195384 33.661777585744858 7.3214070945978156 5.0986885633319607 26.134916780516505 2.6001135408878353 5.2482743784785271 1.2357184588909138 4.0096109211444881 1.6158879771828649 12.02797958254814 43.282676387578249 3.0084025627002111 16.691447734832771 4.2654483653604975 10.816031346097587 12.809438684023915 5.7565910369157773 6.506694957613945 12.436149025335906 2.1588128646835685 18.974628940224648 19.544495612382889 3.7585362866520882 4.3466326761990768 4.3092763125896454 62.597153604030609 14.186208680272101 6.3586630299687377 127.28624333813787
leaf_count=3 98 139 649 36 245 15 19 8 14 5 53 317 150 107 79 186 366 20 47 266 62 89 60 84 50 17 217 76 16 541
internal_value=0.000352786 0.000765524 -0.000500689 -0.000337482 7.19766e-05 -0.00201436 -0.000150986 -0.000537196 -0.000473781 -0.00256061 -0.00100058 0.000154707 0.000511789 -0.00154848 -0.000803732 -0.000228609 -0.00327292 0.00138839 0.000425511 -0.00335377 -0.000735057 0.00115324 0.00152272 -0.00315504 0.00112737 -0.000992485 0.00120255 0.00206251 0.00145514 0.000957051
internal_weight=484.456 326.542 157.914 150.593 121.038 29.555 12.3599 77.4203 73.7959 7.11167 57.523 51.2853 46.2911 45.4951 31.7729 27.5075 13.7221 16.2729 12.2633 17.1951 4.75893 43.6178 38.5191 4.99425 252.746 8.65591 244.09 54.2066 40.0204 189.883
internal_count=4034 1931 2103 1454 989 465 122 804 875 103 794 559 467 741 372 293 369 81 67 343 77 185 149 92 1056 67 989 231 155 758
is_linear=0
shrinkage=0.00376483


Tree=187
num_leaves=31
num_cat=0
split_feature=0 3 3 4 3 3 1 2 2 3 1 1 4 2 2 2 0 2 2 4 4 1 0 3 2 0 2 0 2 2
split_gain=3.07532 2.55511 4.93492 1.66275 2.88705 3.97901 4.05193 3.92793 3.67166 3.66131 3.56125 4.34574 3.33866 2.8591 4.28192 5.21364 7.68539 4.14515 3.25381 3.19691 4.02762 3.33816 3.24466 5.83071 4.90063 3.4512 3.21327 3.19589 4.17344 4.81097
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 42.141702038450013 1.0000000180025095e-35 0.08092000000000002 72.752365468100024 0.066710000000000019 -0.010319999999999999 -0.15572 66.45599652655001 70.389210771400016 48.226196960950006 -0.06483499999999999 -0.053159999999999992 -0.041369999999999997 95.262825394300009 1.0000000180025095e-35 0.048475000000000011 39.792680591700012 39.685256516350002 62.154463517850012 86.256490657300006 0.088555000000000023 -0.12546499999999997 85.791387400750025 -0.097294999999999993 93.133566555000002 -0.14429 -0.24468499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 -6 -8 -7 12 -10 -12 -5 19 -15 16 -16 -17 -19 20 27 22 24 26 25 -21 -24 28 29 -1
right_child=1 -3 -4 4 5 8 7 -9 10 -11 11 -13 -14 14 15 17 -18 18 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002678683401054619 -0.011168841305242103 -0.023382934028587321 0.025856277680266559 -0.015858040737085487 0.013101912030273874 0.00016271660927956642 -0.024966484797043744 0.014139850621414736 -0.028858283055144814 -0.023084974772446844 0.016645711378193026 -0.015887118308793923 0.0055040817905403546 0.012956872882488172 -0.033381884204223493 0.0099826917054116268 0.0074278368523861271 -0.010704204391872097 0.0028046879333563355 -0.029875712013461446 -0.029861848167950091 0.0065114341824951023 0.011934897590928457 -0.028660792403799627 0.0068545891675781201 0.013940523951361881 -0.012420354799312907 -0.0079454226333164797 0.0062377720451156689 -0.031408573754601141
leaf_weight=7.0890779038891152 7.0791400691959989 3.7615441670641294 1.9399598783347753 5.0058608413673964 16.547639786265794 66.725213027559221 2.648672141134738 1.8418961241841314 3.7597362827509624 5.1728188586421302 2.6864696368575096 4.9129300955682993 8.1052637249231321 20.415553525090218 4.0091463141143313 31.764336126390845 3.803916335105896 8.8871641503646952 49.819453639909625 2.8775288239121433 2.3476319704204789 45.059715987183154 4.5739163830876342 4.5911960527300826 20.200552986934785 1.0334478691220281 4.591373771429061 25.376537354663014 24.542256847023967 2.9808034459128967
leaf_count=52 723 217 20 157 135 552 114 8 59 155 12 81 40 82 27 167 15 83 320 85 20 252 14 32 77 3 29 247 112 144
internal_value=0.000780039 -0.00914364 -0.00320494 0.00111261 -0.000923629 0.000461504 0.00840004 -0.00892624 -0.00167737 -0.00843284 -0.0124863 -0.00438641 -0.00265203 0.00201829 0.00438616 0.00260585 -0.013513 0.00399788 0.000759676 8.34288e-05 -0.00343563 0.00272869 -0.00177246 -0.00974265 0.00277482 -0.0182976 -0.000265924 -0.00240145 0.00166321 -0.00948588
internal_weight=394.151 12.7806 9.0191 381.37 117.407 99.1226 21.0382 4.49057 78.0843 18.2839 11.3591 7.5994 13.1111 263.964 118.7 98.284 7.81306 90.471 58.7066 145.264 62.3363 82.9277 37.868 13.7565 24.1115 3.91098 9.16529 59.9887 34.6121 10.0699
internal_count=4034 960 743 3074 1313 961 257 122 704 352 152 93 197 1761 694 612 42 570 403 1067 575 492 240 75 165 88 43 555 308 196
is_linear=0
shrinkage=0.0205666


Tree=188
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 3 4 4 0 3 4 0 0 3 4 2 3 2 2 4 1 0 0 4 3 1 1 0
split_gain=8.64851 6.37815 4.95715 6.43573 4.52367 5.72799 4.51737 4.44208 3.50625 6.22467 5.52879 3.65777 5.32939 4.44782 3.98913 4.50371 3.27025 3.9218 3.75232 4.08379 3.58675 3.25767 3.15832 4.23198 3.702 3.49969 3.11645 2.95611 2.84268 5.03031
threshold=70.206395618550019 85.995710218650018 96.039789794050009 103.48144189910001 71.096275259700022 70.776348742200014 95.262825394300009 -0.10747999999999999 41.942745071500006 47.927946529500012 75.462331263550013 0.087555000000000022 44.262924377150007 67.04476885710001 85.764502819450016 0.08883000000000002 43.940903692500008 -0.25236500000000001 0.09450500000000002 -0.58559499999999998 0.10957500000000002 48.96897326980001 64.407391431150018 89.415428960600011 88.606203063300015 36.620308449100001 0.076615000000000016 72.187789260650007 58.167480110400007 85.121961326250016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 7 5 6 -2 -4 10 11 -1 13 14 -10 15 -13 18 -18 -9 -20 -21 -11 24 -24 -3 -25 27 -6 -12 -30
right_child=2 22 3 -5 26 -7 -8 16 9 21 28 12 -14 -15 -16 -17 17 -19 19 20 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0043711912532347517 -0.0047231419664059832 0.0013049770381993455 -0.0048212399836767188 -0.0026866947355502612 0.0024005106775048242 0.0032276475128454932 0.0034666110168682998 0.0011132394583154692 0.0050434273318412061 0.0032858509009377136 0.0034663116156074631 0.0053792694155059204 0.0052527842654974044 -0.0042369333835059961 -0.0055477547135684389 -0.0016947335465028299 0.0031835007748411649 -0.0048259519572908796 0.0021409781797338771 -0.0024439114366762433 0.0013155087775775919 -0.00091358910828979534 -0.0032299016626339827 0.0023251445427433137 0.0034290889138479394 0.00024538292629721449 -0.0048038424479538606 -0.0046315691423523845 -0.0016212963894851613 0.0013651913866758192
leaf_weight=3.7857665577903381 4.9359832834452408 107.22570531442761 2.992667803540825 15.284201630391179 2.4853202924132338 5.0445168502628803 1.5716017410159109 67.32879126816988 0.98105759173631923 7.2742412686347944 6.6401384919881812 1.9637858737260128 2.2948156371712676 13.382747500203548 3.5064292736351481 8.4345188010483962 1.4623532891273496 4.1601671734824768 7.105140037834647 17.773471750319008 6.0107460767030707 5.938627302646637 4.9876159615814677 19.160469990223646 16.797184765338898 56.690195398405194 11.066556551493703 1.8423913894221184 13.820548437535761 35.942194052040577
leaf_count=227 98 453 67 920 15 19 5 311 13 20 21 9 6 309 37 92 5 127 29 150 29 34 33 65 73 284 266 62 131 124
internal_value=0.000338532 0.000740226 -0.000493686 -0.0001333 -0.00212691 -0.000137057 -0.00274529 0.000232003 -0.000108472 -0.0010144 0.000550424 -0.00205747 -0.000687005 -0.00360308 -0.0016673 -0.000358763 0.000377637 -0.00274278 0.000556266 -0.000657756 -0.00149383 0.00139838 0.00117093 0.000523912 0.00159266 0.000770747 -0.00362012 -0.000593183 0.000880763 0.000535758
internal_weight=457.89 308.826 149.064 122.118 26.9464 11.5521 6.50759 106.833 103.965 43.7762 60.1886 30.5634 16.1995 14.3638 13.9047 10.3983 103.841 5.62252 98.2181 30.8894 23.7842 13.2129 204.861 80.8383 124.023 75.8507 15.3943 4.32771 56.4029 49.7627
internal_count=4034 1931 2103 1638 465 122 103 718 1023 520 503 466 144 322 138 101 651 132 519 208 179 54 908 382 526 349 343 77 276 255
is_linear=0
shrinkage=0.00420704


Tree=189
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 4 4 1 2 3 2 1 0 4 2 1 0 1 2 1 1 0 3 3 3 3 4 1 1 0
split_gain=3.00233 1.93986 1.71614 1.63189 5.48041 3.44299 4.08961 3.50684 3.32637 3.81743 3.12874 3.43797 5.18731 5.3143 5.67094 4.32568 3.50347 2.9171 5.27481 3.93827 2.648 3.38193 4.0734 3.21168 3.51119 2.99922 3.36214 2.69222 2.57229 3.33123
threshold=83.740093847200015 0.20949500000000004 0.36215000000000008 -0.079634999999999997 -0.077085000000000001 42.779078631750004 43.157831852650006 60.613977009100005 -0.08262499999999999 -0.23921499999999998 -0.06828999999999999 63.530954080650012 86.329079026800017 39.861052345600008 -0.018034999999999999 65.29995953045001 85.812895065800021 58.167480110400007 -0.23349 57.041016153700006 69.873026810350026 95.117648655250022 0.090735000000000024 0.12201500000000003 0.11148000000000002 0.092505000000000018 42.310579034350006 61.966271448700006 83.116371560950014 100.15850764985002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -6 9 17 -9 12 13 -12 16 -13 -15 18 19 -1 23 22 -22 24 -11 -24 -27 -25 29 -23
right_child=1 -3 -4 4 5 6 -8 10 -10 20 11 15 -14 14 -16 -17 -18 -19 -20 -21 21 28 25 27 -26 26 -28 -29 -30 -31
leaf_value=-0.030359819835058453 -0.021648425935995707 0.0082360711812499172 -0.014722681804252957 0.016074019762913519 -0.016217072633607152 -0.02616959198235384 -0.0017721582007188996 -0.0044117991959820978 -0.010284164710100557 0.0032386124381394679 0.013489421458963275 -0.020044543553996225 0.014895488239983934 -1.8403760217095861e-05 0.0074647156596022142 0.0025323128039045745 -0.026571318984124813 -0.019425484969685505 0.024320660870004403 0.011391397738611005 -0.024782619809344413 0.0016453215722746239 0.021472301941877645 0.0024035025727840659 0.020327136241024647 -0.028883142661370976 0.012487858414800407 -0.020846267957535778 0.015847394169987931 -0.011536953818985618
leaf_weight=2.4697822760790586 3.9526220906991503 1.1794456797651944 2.8945095348171881 11.623358625918625 4.0748407156206659 3.7402211846783784 12.397154902108012 20.504079441539943 12.772637975402175 100.80817125132307 10.392614953219892 3.7295040925964704 25.266091857105494 3.3637020401656645 7.875546481460332 73.376967470161617 5.4372173510491848 6.8078974734526128 2.329850063659249 1.5302647389471529 5.530355364084242 36.179289646446705 1.8339617550373075 4.2118138782680017 5.2924836464226237 1.9068539952859285 1.4433418270200489 4.1207222491502762 3.9834183156490317 10.299363502766935
leaf_count=43 693 64 54 96 98 61 184 128 114 757 44 42 112 18 39 467 39 141 24 13 207 240 4 18 21 31 13 26 16 227
internal_value=0.000758232 -0.0147804 0.000964721 0.00108318 0.00248812 0.00156008 -0.00742684 0.00250167 -0.000184137 0.000499337 0.00301036 0.00418607 0.00823144 0.00201127 -0.00514181 0.00144031 -0.0164228 -0.0101336 -0.000140097 -0.0143874 0.00129481 -0.00213969 -0.0125744 0.00313092 0.00409102 0.000449001 -0.0110596 -0.0090943 7.59003e-05 -0.00127578
internal_weight=391.328 5.13207 386.196 383.302 181.781 170.158 16.1374 154.021 201.52 188.748 149.946 129.442 52.3352 27.0691 16.6765 77.1065 8.80092 13.1378 6.3299 4.00005 175.61 61.1766 10.7145 114.433 106.101 5.18416 3.3502 8.33254 50.4621 46.4787
internal_count=4034 757 3277 3223 1328 1232 245 987 1895 1781 889 761 252 140 96 509 57 221 80 56 1560 738 255 822 778 48 44 44 483 467
is_linear=0
shrinkage=0.0204501


Tree=190
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 4 4 3 2 2 2 4 3 2 4 2 2 3 1 3 4 1 4 1 0 1 1 2 3 4
split_gain=8.06393 4.40551 8.37845 4.64972 4.44802 4.20673 4.86811 4.669 3.50499 6.59949 5.25052 5.38495 5.09484 4.92457 7.71849 4.18725 3.88714 3.20336 3.04722 10.2404 3.22872 4.75549 3.4061 3.61611 3.38992 3.23904 4.52117 3.99884 7.31534 3.96493
threshold=102.89804648475001 85.667718326750006 66.590419433100024 61.87486387225001 90.297243227400017 43.89540535710001 47.709122305950011 0.086955000000000018 -0.061874999999999999 -0.016334999999999999 -0.08786999999999999 41.360869295700006 0.083495000000000028 0.048475000000000011 38.064633603500006 -0.076484999999999984 0.086310000000000026 0.11379500000000002 65.536543845950021 0.10371000000000001 38.625745710700009 64.02831883475001 43.047778594550003 62.111448187750007 86.692020874450009 62.041548276350007 62.036171360100006 -0.085584999999999994 0.089305000000000023 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 18 8 -7 -8 10 -10 12 15 -4 14 -11 -12 -15 -18 20 -20 -3 22 23 25 -24 26 29 -27 -29 -22
right_child=-2 2 5 -5 -6 6 7 -9 9 13 11 -13 -14 16 -16 -17 17 -19 19 -21 21 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=0.00010942444985303644 -0.0027316990036847992 0.0034090280150701098 -0.0028685285717814269 -0.0028274617268484637 0.0037622050286847115 -0.0052643609122522868 -0.0033401658779822979 0.0031932696976244151 0.0028455325697705255 0.002901980809914319 -0.0071001528970354574 0.00058474877860546087 0.00075511103745231982 0.0023818272445035515 -0.0070536104697513143 -0.001919389065007934 -0.0012750252103639586 0.003080282989048065 -0.0062104161819519048 0.0037109478628654146 0.001668430756016623 -0.0034232061443396316 -0.0027213478659617128 0.0026492079789559621 0.0015113126148180089 0.0015523659714311118 0.0055269091812207034 -0.0067971080768329676 0.0010990477585625319 -0.001592954803461171
leaf_weight=44.178694405592978 18.274120059795678 15.026849217712877 10.266953935846685 16.736802489496768 16.209409013390541 7.1499568093568113 4.9984468873590213 4.8552126362919807 26.680404545739293 2.700495332479476 6.2632119320333004 8.4556329436600191 58.614968569949269 16.36157613992691 5.0002734363079071 7.9990039430558699 22.667906301096085 4.5689807385206214 4.8993040099740011 4.4886176884174347 46.311252914369106 5.0541469380259505 9.0360776074230689 42.88925251737237 8.0617184266448003 9.294139891862871 5.6560268066823474 5.1084664314985258 5.4713705219328403 10.251299548894165
leaf_count=501 960 53 91 341 64 241 113 18 104 8 68 53 330 61 59 64 168 16 33 14 167 29 62 203 28 33 22 43 23 64
internal_value=0.000356297 0.000485946 0.000678524 -0.000697498 0.00138621 -3.36127e-05 -0.00228373 -0.000120934 0.000192005 0.000931382 -0.000437433 -0.00241566 0.000215002 -6.41559e-05 -0.0035624 -0.00419451 0.000553736 -0.000544423 0.0011617 -0.00146675 0.00131387 0.00109989 0.00126079 0.00153253 -0.000725622 0.000949124 0.00148183 -0.000718608 -0.00271361 0.00107734
internal_weight=453.531 435.256 374.341 60.9155 187.758 186.583 17.0036 9.85366 169.579 77.9796 91.5998 22.7178 68.8819 51.2992 7.70077 14.2622 43.5985 27.2369 171.549 9.38792 162.161 147.134 142.08 124.982 17.0978 82.0926 62.2186 19.874 10.5798 56.5626
internal_count=4034 3074 2232 842 838 1394 372 131 1022 416 606 185 421 312 67 132 245 184 774 47 727 674 645 555 90 352 253 99 66 231
is_linear=0
shrinkage=0.00474518


Tree=191
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 4 3 2 0 1 3 1 2 2 2 4 4 4 3 1 1 3 2 2 2 4 4 2 2 4
split_gain=2.74324 1.79734 1.63831 1.58306 3.67808 3.49844 3.76397 3.54375 3.45094 5.02446 2.89654 2.88014 2.85495 4.57829 2.90906 2.6457 6.57622 2.90403 3.46413 3.53892 2.94071 5.49694 4.26636 3.63123 3.27622 3.46551 2.50712 3.61025 6.40844 3.24935
threshold=83.740093847200015 0.20949500000000004 0.22598000000000004 93.953546284800012 93.805681087600007 38.244973486750006 -0.10747999999999999 0.22598000000000004 94.940210418650011 71.397382570300024 0.092835000000000015 69.999384342500022 0.04932000000000001 -0.0034049999999999996 -0.031449999999999999 39.184300550350009 39.952536079750011 40.003678352300007 0.082535000000000011 72.752365468100024 74.739136026450012 0.08883000000000002 -0.59502499999999992 -0.11347 -0.10423499999999999 41.243661560350013 38.400997490450003 -0.12546499999999997 -0.26894999999999997 38.748048509250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 11 8 -7 12 -5 -10 -11 26 13 14 15 -8 -17 -18 19 -19 23 -22 -23 -20 -24 -26 27 28 -1 -28
right_child=1 2 -4 5 -6 6 7 -9 9 10 -12 -13 -14 -15 -16 16 17 18 20 -21 21 22 24 -25 25 -27 29 -29 -30 -31
leaf_value=0.013676367196862027 -0.020398029190535245 0.025724085080410079 -0.019911359005368171 -0.02388244302672031 0.016390622589250146 -0.021651967955147258 0.0090565251692139338 -0.015697183732299638 0.010650603917487662 -0.022536099057043672 -0.0045033340348756747 -0.014209237614748642 0.0088749925504135619 -0.023846751282257255 0.01514688148552714 -0.021211817402590805 0.022429825297257365 0.0054146862945544027 0.006230955606455175 -0.024384690514210956 0.015880812631734735 0.014197278233235314 -0.024798366499693698 -0.012729175467898202 0.0059836084631840732 -0.019037310425124437 -0.020018582727008075 0.0086443077455334236 -0.019905741254144984 0.0010581859786508939
leaf_weight=3.7704398920759541 3.6956166222225866 0.70994909107685067 0.50496275443583727 3.9537249933928278 6.3005515132099381 2.7433990128338328 10.979563999921082 4.3819671794772139 6.1328414231538799 4.8113957401365033 10.934691269882022 4.3528705947101107 18.845391891896725 2.7987923230975857 5.3487153463065615 5.6268155211582771 2.2315179109573355 2.3636556044220915 6.4055544249713412 4.0670913532376289 11.428700528107585 4.7947584316134391 3.0350219085812506 9.2756208060309273 6.7190720289945727 3.0050543658435345 2.782504364848136 35.126643793657422 4.9036237995605916 196.83154206117615
leaf_count=22 693 2 62 44 29 99 61 57 24 118 102 94 92 51 23 69 5 72 34 178 42 16 39 127 38 27 18 168 163 1465
internal_value=0.000704345 -0.0136798 0.00675629 0.000888311 0.00177749 -0.00085103 0.000732761 0.00133894 -0.00723034 -0.00422115 -0.0100135 0.00140588 0.00210914 0.000476128 0.0013804 0.000327485 -0.00129824 0.000802986 -0.000141551 -0.0134318 0.00177199 0.00542747 -0.00137832 -0.00498421 -0.00723147 -0.00174863 0.00168512 0.00588121 -0.00530828 0.000764388
internal_weight=388.862 4.91053 1.21491 383.952 254.068 129.883 104.051 101.307 25.8327 21.8789 15.7461 247.768 96.9253 78.0799 75.2811 69.9324 58.9529 53.326 51.0945 6.43075 44.6638 28.9826 17.5539 15.6812 12.7591 9.72413 243.415 43.8007 8.67406 199.614
internal_count=4034 757 64 3277 1959 1318 1030 931 288 244 220 1930 874 782 731 708 647 578 573 250 323 162 120 161 104 65 1836 353 185 1483
is_linear=0
shrinkage=0.0193676


Tree=192
num_leaves=31
num_cat=0
split_feature=1 4 0 2 2 2 4 2 2 1 4 2 0 2 2 1 2 3 3 3 2 4 2 0 1 3 3 1 4 2
split_gain=8.10407 4.16986 5.59703 4.55007 7.04936 5.46882 4.88082 5.39178 4.46899 4.33835 5.12068 4.14035 6.17651 5.6266 7.90517 4.54473 4.33146 3.79633 7.93899 4.12659 3.77178 6.91935 3.71162 3.55922 4.54889 3.52663 5.01244 4.02898 3.29358 3.23317
threshold=81.479100559500012 42.779078631750004 75.462331263550013 -0.079634999999999997 -0.077085000000000001 -0.086139999999999994 41.535369675400013 -0.08262499999999999 -0.06828999999999999 71.246828915000023 39.952536079750011 -0.0034049999999999996 86.329079026800017 -0.018034999999999999 -0.053159999999999992 71.104340634100012 -0.046635000000000003 0.091645000000000018 0.09914000000000002 0.085495000000000029 0.048475000000000011 40.636252116050009 -0.081629999999999994 86.054856297550018 65.536543845950021 0.086230000000000015 0.096010000000000026 87.447477609100005 40.159267750750011 -0.070909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 9 22 -8 23 -4 -11 12 13 14 -10 -14 -17 19 -19 -12 21 28 -7 -6 -25 -2 27 -27 -13 -3
right_child=25 29 3 4 8 6 7 -9 11 10 17 20 15 -15 -16 16 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0049308377248092356 -0.0045041291426560943 6.5728737671476615e-05 0.0010404580816543256 0.0044936378646851845 0.001881910784529062 -0.0080511820151807564 0.0035732764147185054 -0.0039474187661036435 0.0017452802376382972 -0.0033586648317280423 -0.0016162486069131413 -0.0017544127208073712 0.0037655523225074566 0.0038726578467485691 -0.0050266018956412689 -0.0027846805644033937 0.0024979338634741576 -0.0071801706159389097 0.0017449637363387181 0.0040945540268381786 0.0010402111936851101 -0.0059088049665652793 -0.0019083949604668049 -0.0059457806044413593 -0.00041680784094659941 0.0034708668294696735 -0.0049195793159617553 -0.0049916265638911047 0.004133195007608296 -0.0021453407036378749
leaf_weight=3.8849031543359152 10.197555987630041 72.509782440960407 97.807158948853612 14.497947905212639 6.877156255766752 4.1590083483606577 4.87516238540411 3.8813589252531511 7.9828389585018167 12.486042551696299 4.354518141597512 4.6853489540517312 40.757066734135151 5.9429671056568614 7.6547346152365217 5.2285652570426455 10.758209723979233 3.7775208093225938 5.6210110578685999 8.4037910215556604 63.266069035977125 5.4115817993879309 4.8068491816520709 5.0384328961372367 10.20613596588373 5.8911549984477443 4.0723838643170893 1.6277053607627747 3.9863970875740051 18.899082223884761
leaf_count=255 598 735 458 85 26 42 19 36 30 147 32 29 140 24 60 55 42 38 32 25 322 54 31 35 66 76 126 160 14 242
internal_value=0.000372048 0.000513106 0.000751827 0.000816291 0.00130127 0.000195279 -0.00228859 0.000239702 0.00104096 0.000527632 -0.00092023 0.00132551 0.00209713 -7.08942e-05 -0.00156962 0.00292166 0.000770225 0.000453901 -0.00184229 0.00214541 0.000544162 -0.00168422 -0.00475786 -0.000961463 -0.00224417 -0.00246195 -0.000665321 0.00163888 0.000952117 -0.000391417
internal_weight=459.548 437.76 346.351 342.466 192.293 150.172 17.7224 8.75652 177.796 132.45 34.6429 155.674 78.3244 21.5805 15.6376 56.7438 15.9868 22.1568 9.39853 12.7583 77.3494 14.0833 8.96586 22.1217 15.2446 21.7888 11.5912 7.51886 8.67175 91.4089
internal_count=4034 3074 2097 1842 982 860 128 55 897 732 274 770 351 114 90 237 97 127 70 57 419 97 73 127 101 960 362 236 43 977
is_linear=0
shrinkage=0.00476116


Tree=193
num_leaves=31
num_cat=0
split_feature=1 2 4 4 4 2 3 0 2 1 3 1 0 4 0 0 4 2 2 2 2 2 1 2 0 4 1 0 2 1
split_gain=2.57741 1.66847 1.51904 3.08946 6.14322 3.00454 2.95908 2.39174 3.53464 2.16845 2.13846 1.85536 4.48268 3.50863 2.16464 2.07014 1.83945 1.76117 1.62652 1.50644 2.8544 3.80038 2.13684 1.88786 4.00585 8.13923 3.83464 4.53228 3.19154 5.34277
threshold=83.740093847200015 0.20949500000000004 49.122847560300009 47.927946529500012 45.295823381400005 -0.2351 -1.0000000180025095e-35 76.451683855550016 0.11704500000000002 55.855406118200008 0.10507500000000002 64.407391431150018 88.606203063300015 43.89540535710001 89.415428960600011 89.493394246350007 41.975471476700008 -0.60918499999999998 -0.14910499999999999 -0.59502499999999992 -0.51146999999999998 -0.58559499999999998 78.285212300550015 -0.11572 90.297243227400017 35.509685375550013 66.590419433100024 92.313586825200005 -0.059424999999999999 75.408562100950022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -4 -5 8 10 -7 -1 12 -9 14 18 -16 -14 -6 -13 22 21 -21 -17 -22 25 -25 -26 -28 29 -29
right_child=1 -3 5 6 17 9 -8 11 -10 -11 -12 13 16 -15 15 19 -18 -19 -20 20 23 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=-0.01857572301720933 -0.018426066942154883 0.0058032281397323747 0.015054986352226215 0.0004268122373219924 0.011791125734726871 6.0928579099284615e-05 0.017909189436601705 0.0016513955445428346 0.023382521074237432 -0.021064636258248889 0.019455594430918047 -0.026348893546200725 0.018807657860616452 -0.019782240918527157 0.017647693907212238 0.00014436787521221179 0.005322778282846892 -0.02044544746204183 -0.0050577909252464961 0.0027593771897234738 0.004794652341409575 -0.02511396687027985 0.015932481032848726 0.0072881846170131503 0.013343701601181953 -0.030278272093290624 -0.016226782170903162 -0.0089760235966116451 0.0028371183634079604 0.0032214333960322666
leaf_weight=4.9097487337421617 3.4933026819489887 1.1696500857360659 1.5364296855404971 5.6185440886765718 0.58034116402268399 2.5439828634262076 6.368517524097113 156.87850933708251 0.85453046858310688 3.6436602759640664 0.50249399244785298 1.4343514833599327 6.7316549345850927 2.7498068404383949 2.1622633785009375 6.3928516088053566 5.8111177310347557 5.2439083121716967 4.8363018780946723 2.8663751799613237 25.08916923590003 3.182759082876145 4.5060141794383526 3.2569707669317856 6.5554837062954894 3.9163932902738452 5.3611313547007731 23.766756269615129 63.594907404854908 20.728318926878273
leaf_count=361 693 64 10 33 3 17 25 920 7 134 2 27 41 162 7 39 31 180 59 21 167 42 30 14 29 34 54 265 410 153
internal_value=0.000626988 -0.0123484 0.000785531 0.000944756 0.000654276 -0.00692205 0.0097149 0.00094685 -0.00980484 -0.0123791 -0.0150447 0.00113946 0.002459 -9.97783e-05 0.000204882 0.000575635 0.0125601 -0.0172333 -0.00992793 0.000357487 -7.71986e-05 -0.0119062 0.00667179 0.000392728 -0.000475653 -0.0132217 0.00028624 -0.000468252 0.000313352 -0.00329376
internal_weight=386.286 4.66295 381.623 373.899 361.912 7.72407 11.9871 356.088 6.26677 6.18764 5.41224 349.821 169.421 180.4 177.65 171.379 12.5428 5.82425 6.27065 169.217 158.318 6.04913 10.8989 152.269 127.18 7.17336 120.007 113.451 108.09 44.4951
internal_count=4034 757 3277 3116 3058 161 58 2875 370 151 363 2505 992 1513 1351 1265 72 183 86 1258 1189 63 69 1126 959 48 911 882 828 418
is_linear=0
shrinkage=0.0175589


Tree=194
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 1 1 0 4 2 3 4 1 2 3 4 2 1 4 4 2 4 2 3 1 4 3 2 0 4
split_gain=11.5336 10.6936 6.86183 7.74402 6.04936 5.30482 6.56534 4.83974 4.73937 4.68705 4.656 4.4847 6.12306 4.95359 5.57227 4.18817 5.16404 4.81506 4.51896 4.01505 3.97989 8.87701 4.61008 3.24682 3.48571 2.97533 4.58937 2.89129 2.48507 2.4208
threshold=70.206395618550019 85.705356740550016 83.740093847200015 96.039789794050009 -0.10747999999999999 71.096275259700022 70.776348742200014 95.262825394300009 43.940903692500008 -0.51146999999999998 0.10184000000000003 38.244973486750006 73.037342029850024 0.22598000000000004 0.09117500000000002 48.226196960950006 -0.14138499999999998 62.052302108850007 41.898943182100005 48.96897326980001 -0.59502499999999992 41.257403903850005 -0.102645 0.076615000000000016 72.187789260650007 35.171584490050009 0.11531000000000002 -0.59502499999999992 68.362113341000011 44.421469061800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -5 6 7 -2 11 -10 15 12 -6 14 -13 16 27 18 -18 -17 -16 22 -22 24 -7 -12 -27 -1 -20 -3
right_child=2 29 -4 4 8 23 -8 -9 9 -11 25 13 -14 -15 20 19 17 -19 28 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0032745748668554439 -0.0043973715280436459 0.0012147838595938753 -0.0033908454155146305 -0.0044645024543940445 0.0023545636017610711 0.0023315532857037854 0.003133332304379309 0.0033399995056721944 0.0029988559892257564 -0.004435887433463662 0.0043658783182252466 0.0018957329064373412 -0.0025491791753713558 -0.0031677412154801441 0.00243445747097414 0.0029372003019643364 0.0010879302012809927 -0.004607516826721913 0.0028856259443717277 -0.0012761208277331118 -0.0028293107102635591 -0.0045449029608516048 0.0017186374737924704 -0.0044823390270974589 -0.0043382231792436499 0.0019518922178939052 -0.0031704172060475068 -0.0038933642702074687 -0.0027361709517395695 -0.00086708887231886288
leaf_weight=0.90397769212722678 5.2904768679291028 240.93984236940742 11.662843125872312 4.1365129072219124 5.3215296268463161 2.5829102881252792 5.309412993490696 1.5836277976632116 1.6596573423594234 5.5648667011409989 3.7582799196243313 51.332610324025154 13.779096042737363 4.3051500078290692 6.9253406822681454 7.0540235340595228 17.789069827646021 4.1348633449524632 1.3475008010864247 6.6005165725946426 4.490741200745112 7.1573948711156836 13.348462890833614 12.618097353726624 2.1769698038697243 8.8785074390470964 3.7512071616947642 13.799105787649749 9.8575383108109218 8.7256316505372506
leaf_count=3 98 989 757 99 20 15 19 5 10 159 14 205 155 43 25 19 107 79 24 34 34 61 70 266 62 35 32 366 162 67
internal_value=0.000333457 0.000750194 -0.000523698 -0.00029712 0.00014802 -0.0020743 -0.00010988 -0.00261487 0.000315556 -0.00272794 -0.00050601 0.000521703 -0.00118297 0.000893568 0.00110358 -0.00099616 -0.0015376 -0.000687667 -0.000128656 0.000900508 -0.000170251 -0.000891889 0.000573763 -0.00345153 -0.000718923 0.001333 0.000430493 -0.00345266 -0.0020601 0.00114202
internal_weight=486.786 327.54 159.246 147.583 118.021 29.5615 12.1835 6.8741 113.885 7.22452 77.8746 106.66 19.1006 87.5597 83.2545 61.4866 47.8321 33.129 28.9941 13.6545 31.9219 24.9966 17.8392 17.378 4.75988 16.388 12.6297 14.7031 11.205 249.665
internal_count=4034 1931 2103 1346 881 465 122 103 782 169 875 613 175 438 395 794 741 372 293 53 190 165 104 343 77 81 67 369 186 1056
is_linear=0
shrinkage=0.00388283


Tree=195
num_leaves=31
num_cat=0
split_feature=0 1 4 2 3 2 3 3 3 2 4 1 2 2 0 4 4 4 3 2 4 2 1 1 2 0 4 3 4 3
split_gain=2.7438 3.24794 3.11478 3.24624 2.94535 2.83749 4.56242 2.79791 2.61476 2.43114 2.34452 3.42163 2.64524 2.103 1.92392 1.85664 5.40906 5.10407 1.98238 2.5656 7.05126 5.49116 2.92755 2.53361 4.08714 5.3717 5.14673 4.60948 3.54201 3.9436
threshold=98.142164052000012 77.086159974350025 38.625745710700009 0.26941000000000009 0.10828500000000003 0.10957500000000002 0.10220000000000003 0.086230000000000015 0.10608500000000003 -0.59502499999999992 38.969453495950006 81.479100559500012 -0.084794999999999995 -0.60024999999999995 85.705356740550016 44.421469061800003 47.709122305950011 49.122847560300009 0.084360000000000018 -0.081354999999999997 38.748048509250005 -0.092990000000000003 72.378669787950017 75.408562100950022 -0.11572 90.767723400200012 40.720231579350006 0.086520000000000027 38.625745710700009 0.087795000000000026
decision_type=2 2 2 2 2 2 2 2 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 4 5 7 -2 13 -7 10 -9 -10 -4 12 -12 -3 -1 18 -17 -18 19 20 -16 -22 -21 24 -20 27 -27 -26 -29 -30
right_child=1 2 3 -5 -6 6 -8 8 9 -11 11 -13 -14 -15 15 16 17 -19 23 22 21 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.002142362430700906 -0.02082368539327608 0.0076214137377212943 0.024697063342596706 -0.029781892206834609 0.0019882536537771354 -0.02573242005017649 0.029044061107436313 0.010468473804037393 0.010926950661115561 -0.033294666705318367 -0.019146227772430777 -0.02631800438097338 0.010532267334638499 -0.027994380130422242 -0.027757343070506892 -0.024070605595993194 0.017094444486958502 -0.02805566315706623 0.0073698623682345527 0.011036328807030373 0.011450887648828834 -0.01866728667099915 -0.0061682569344733949 0.011588571135086011 -0.017080265338897505 -0.0025459896159810455 -0.019935489178317802 0.014709609998188688 0.016141671389204783 -0.00048531564306919988
leaf_weight=57.574829455697909 9.1609671944752318 1.0395008183550087 1.1966571437660594 1.592561482451855 4.3264610804617396 1.4222913694102319 1.7744041467085478 21.777829967904839 1.1614746074192228 1.4528657838236529 2.3497565262950957 3.8006718005053699 4.6347449012100679 5.0061611612327379 3.9864937998354462 5.1295413700863701 5.5454802075400949 1.6980094378814099 38.642151929438114 43.465328726917505 15.817439472302798 3.9223394915461514 5.8230298077687612 12.269860654138027 6.0364347510039797 29.427787559106946 12.628958016633986 12.513900849968193 8.4323081746697408 60.865524392575026
leaf_count=882 139 31 8 40 31 69 14 292 10 34 61 425 18 260 35 168 27 61 172 229 78 31 51 54 40 206 176 51 38 303
internal_value=0.000801036 -0.00364478 -0.000827427 0.00206031 -0.0135061 -0.0126899 0.00467261 0.00345446 0.00788365 -0.0136483 -0.00556232 -0.00891972 0.000547698 -0.0218705 0.00163446 0.00245131 -0.00616769 0.00651041 0.00287144 0.00604029 -0.000115913 0.00546634 0.00900374 0.00159185 0.000864111 -0.00107112 -0.00776777 0.00213486 0.00355263 0.00153789
internal_weight=384.476 60.6963 47.2089 37.9666 13.4874 9.24236 3.1967 36.374 24.3922 2.61434 11.9818 10.7852 6.9845 6.04566 323.779 266.205 12.373 7.24349 253.832 73.0146 23.7263 19.7398 49.2884 180.817 168.547 129.905 42.0567 87.8482 81.8117 69.2978
internal_count=4034 1432 1262 888 170 374 83 848 336 44 512 504 79 291 2602 1720 256 88 1464 424 144 109 280 1040 986 814 382 432 392 341
is_linear=0
shrinkage=0.0227859


Tree=196
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 4 4 2 0 0 3 2 2 4 4 1 2 4 0 1 1 4 4 4 1 4 2 2 2 2
split_gain=7.46072 4.58167 6.87318 4.34944 4.13594 3.73145 4.78235 4.42096 3.49085 6.35093 3.63493 3.06517 6.01142 5.78511 6.91373 6.51409 4.34338 6.78803 3.32743 5.0291 3.54319 3.21657 3.14347 3.29288 3.04146 2.66675 3.92113 3.67686 2.61693 6.70853
threshold=102.89804648475001 85.667718326750006 66.590419433100024 61.87486387225001 90.297243227400017 43.89540535710001 47.709122305950011 -0.16276499999999997 91.937202686950016 90.767723400200012 0.12535000000000004 -0.061874999999999999 -0.016334999999999999 39.792680591700012 35.050303764500008 78.285212300550015 0.048475000000000011 38.064633603500006 94.300357383600002 75.271450736300025 75.634392583900009 40.844669808050007 38.244973486750006 38.903925214650009 54.879495816850003 40.00488309970001 -0.086139999999999994 -0.084275000000000003 -0.078649999999999984 -0.077085000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 24 28 8 -7 -8 9 -4 11 13 -13 14 -10 22 17 -14 -15 -20 -21 -18 -16 -24 -1 -2 -27 -28 -3 -30
right_child=25 2 5 -5 -6 6 7 -9 10 -11 -12 12 16 18 15 -17 21 -19 19 20 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.0049449721686048971 -0.0050511612454643712 0.00053691073226416319 0.00072529043899616794 -0.0027754606825480966 0.0036361149855672218 -0.0052000815500768335 0.0030021664772099696 -0.0034022639357254151 0.0026770681397848052 -0.0066286405796757951 -0.0041937894146904537 0.003120492521689255 0.0027587370202549737 0.0036893575588323037 -0.0064954295464223757 0.0011911606576629629 -0.00020064930632972887 -0.0068575446608022455 -0.0018530370486215912 0.0046160262236262135 0.0006168848735098074 0.0026231673106999098 0.00021717117487185755 -0.0052900875992530245 0.00036452531405096729 -0.0050326873523015353 0.010767507365271585 -0.00029827045290883701 0.0050655805358799664 0.0011935743635996812
leaf_weight=2.5290871458128086 6.408692290075126 86.649729765951633 6.2365617845207435 16.153460556641221 15.749012373387812 6.5757363643497255 5.1053515374660492 4.477839343249796 6.359175447374585 4.4563149455934763 3.6558574456721535 25.022378023713827 2.6244341209530822 8.0461498461663705 8.019009988754993 6.4936270620673886 23.636260082945228 4.2646602094173431 14.444725021719931 6.496653318405154 19.992557257413864 14.347013665363191 4.859069459140299 4.7536371946334839 42.753265586681664 3.8498101057484755 0.74396318197250355 6.2275436869822416 11.338334858417509 78.251898761838675
leaf_count=125 389 371 34 341 64 241 30 101 26 52 50 91 8 28 106 36 138 54 148 17 97 57 29 51 376 327 1 243 69 334
internal_value=0.000389803 0.000510529 0.000707163 -0.000679651 0.00132624 4.63658e-05 -0.00211041 9.63394e-06 0.000259252 -0.0023395 0.000440856 0.000554298 0.0012729 -7.77652e-05 -0.00168676 -0.00283701 0.000242622 -0.00319418 0.000923648 0.000380008 0.0015977 0.000865961 -0.00432056 -0.00250626 6.79819e-05 -0.00264614 -0.00122182 0.000882612 0.00111982 0.00168361
internal_weight=450.522 433.292 371.856 61.4358 191.989 179.867 16.1589 9.58319 163.708 10.6929 153.015 149.359 69.8947 79.4646 30.4845 24.1253 44.8724 6.88909 48.9801 40.9339 26.4892 37.9833 17.6317 9.61271 45.2824 17.23 10.8213 6.97151 176.24 89.5902
internal_count=4034 3074 2232 842 838 1394 372 131 1022 86 936 886 348 538 248 222 257 62 290 262 114 195 186 80 501 960 571 244 774 403
is_linear=0
shrinkage=0.00470451


Tree=197
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 3 1 1 0 1 2 2 1 1 0 0 0 3 1 2 4 4 2 3 4 2 4 0 0 1
split_gain=10.604 8.87774 6.35009 5.90998 6.76122 5.17041 4.79032 5.37147 4.74101 5.27888 4.91919 6.45852 5.6341 4.58336 4.18651 4.16923 3.498 3.40229 3.42545 3.23105 3.94072 6.39343 3.30258 3.663 4.62088 5.10836 5.16887 4.27181 3.89342 3.01781
threshold=70.206395618550019 85.667718326750006 61.87486387225001 83.740093847200015 96.039789794050009 -0.10747999999999999 71.096275259700022 70.776348742200014 97.878695155250014 78.10777406390001 -0.59681499999999998 -0.092710000000000001 83.116371560950014 81.479100559500012 95.262825394300009 85.121961326250016 104.91170162450001 0.076615000000000016 72.187789260650007 -0.22932499999999997 39.577821550850011 41.685324604100011 -0.16182999999999997 0.080770000000000022 39.420767558750008 0.15607500000000005 41.872294782850005 86.643628628100018 89.582113364650013 54.879495816850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 6 -6 7 14 -7 -10 -11 12 -12 -13 -2 29 -15 18 -8 20 -3 -22 -21 27 28 -26 -27 -24 -25 -1
right_child=3 19 -4 -5 5 8 17 -9 9 10 11 13 -14 16 -16 -17 -18 -19 -20 22 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0036046033116300807 -0.0038095457097728443 -0.0026608975762035122 -0.0021729530827633687 -0.0029424451262722476 -0.0038789330228677058 0.0011603616635941217 0.002322478358961193 0.0026056210678495444 -0.0015786528042239542 0.0037023875054829265 -0.0040284177542819974 0.0012899060085845714 0.0022096191453231783 -0.0043866189377026179 0.0027088435721137672 0.0029256562819636239 0.0019969061301550795 -0.0039336437511316939 -0.0037785380841083211 0.0031715353969642042 0.0027401606742526998 -0.0018891354425385927 0.00011354658932441862 0.003029973015595439 0.00062076420346478809 -0.0039341402545194923 0.0016032621654615729 0.00233668365557504 0.00090490733167481136 7.6274461113163069e-05
leaf_weight=2.7856054697185746 4.6117814276367444 6.0404104776680496 17.998175845481455 10.129781495779751 3.6569980941712847 41.943983245640993 2.4167677424848106 4.9405870363116264 24.341904103755951 4.7092090435326091 6.9527294728904909 26.861131748184569 2.2365140840411186 3.1968070790171614 1.5348152220249174 5.7973072454333296 1.4621385466307399 11.670504104346035 1.9380698595196006 8.476867772638796 7.6872079744935018 6.3811142183840275 13.490496210753916 16.593100406229496 122.17719068005681 5.8592475652694684 2.968224361538887 40.215391665697098 25.65692463517189 39.755478580482304
leaf_count=125 98 34 334 757 99 170 15 19 212 13 177 131 10 46 5 18 23 266 62 28 22 52 58 53 513 50 13 177 96 358
internal_value=0.000322919 0.000674815 -0.00043953 -0.000419327 -0.000239936 0.000121107 -0.00177614 -4.85173e-05 0.000252061 -0.000294061 0.000394411 1.17482e-05 -0.00251018 0.000746981 -0.00218189 0.000205887 -0.00238325 -0.00297141 -0.000392708 0.000964086 -0.000351266 0.000640403 0.00107643 0.000998179 0.000756371 0.000439305 -0.0020722 0.00177825 0.0017395 -0.000164751
internal_weight=474.486 321.883 66.3366 152.604 142.474 115.361 27.1125 11.0872 111.704 69.7604 45.4185 40.7093 9.18924 31.5201 6.1466 48.3384 4.65895 16.0253 4.35484 255.546 20.1087 14.0683 235.437 226.961 173.255 131.005 8.82747 53.7059 42.25 42.5411
internal_count=4034 1931 835 2103 1346 881 465 122 782 612 400 387 187 200 103 501 69 343 77 1096 108 74 988 960 725 576 63 235 149 483
is_linear=0
shrinkage=0.00341869


Tree=198
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 4 4 0 0 1 0 0 3 0 0 1 0 3 4 4 4 0 4 3 3 2 4 2 0
split_gain=8.69092 8.12226 5.12268 5.29998 4.86626 6.49033 4.63333 6.54599 5.99956 4.39096 4.06273 4.01332 6.12538 4.62239 4.81088 3.84242 3.26329 6.17883 6.76165 6.33091 3.64643 3.12832 3.12635 3.08394 3.07751 4.29271 13.0935 4.46489 7.1745 4.29682
threshold=70.206395618550019 85.995710218650018 107.57327517365 96.039789794050009 71.096275259700022 70.776348742200014 41.942745071500006 47.927946529500012 75.462331263550013 97.878695155250014 78.10777406390001 85.812895065800021 85.791387400750025 0.087555000000000022 67.04476885710001 95.262825394300009 58.167480110400007 85.121961326250016 0.093325000000000033 38.064633603500006 38.969453495950006 44.262924377150007 85.812895065800021 36.728658719300007 0.080515000000000017 0.093325000000000033 -0.018034999999999999 40.467253020850002 0.15607500000000005 86.103248543850015
decision_type=2 2 2 2 2 2 2 2 2 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 15 8 11 -1 -5 -11 12 13 14 -8 -2 -10 18 -18 -20 -19 24 -22 -12 -3 26 29 28 -28 -26
right_child=2 21 -4 9 -6 -7 7 -9 16 10 23 -13 -14 -15 -16 -17 17 20 19 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0043765236361977518 -0.004700283973112708 0.0022479592694732084 -0.004310607903665678 0.0011636563227388262 -0.0036467147002489353 0.0036189229792693467 0.0050215437128241051 0.0013057128596169641 0.0036000568277778271 -0.0019807826618403312 -0.0032352285982914009 -0.0060745399830369751 0.0049571398360236541 -0.00042868029313098403 -0.0048307166728414766 0.0031289526923472741 -0.0054749769427104465 0.0041458672976550917 0.0031033973445252654 -0.0040286909287502665 0.0017528742201763684 -0.0015670418677597472 -0.0011533901315024435 0.00050900642216505768 0.0040779774218390489 0.0017574528064130677 0.0023900150162434997 -0.0075516044225815504 -0.0058794601145024652 0.00068239112461892354
leaf_weight=4.1247992776334277 4.7045240420848149 48.789719223976135 5.9986605546437195 41.051034526899457 14.669245716184376 4.9936236254870892 0.95299637410790694 12.681543901562689 6.9265867620706549 23.954065907746553 4.3117339182645074 4.2862051837146273 2.2611824795603743 12.060393823310731 11.600831768475471 1.4593320712447164 5.5160864684730759 7.157702211290597 5.8426662907004339 3.5583318453282118 19.952938176691536 6.8751889243721953 9.8106257244944555 41.813848678953946 7.4104685336351386 75.638706997036934 3.5499864965677244 3.8255816176533699 3.925581656396389 62.209491454064846
leaf_count=227 98 220 649 185 343 19 13 54 21 245 92 39 5 111 298 5 82 20 23 26 65 59 39 467 26 271 12 31 38 251
internal_value=0.000365803 0.000752894 -0.000497857 -0.000330861 -0.00205095 4.70645e-05 -0.000195625 -0.0012475 0.000537679 6.8888e-05 -0.000572402 -0.00228655 -0.00168243 -0.00229237 -0.0040828 -0.00284666 0.000882614 0.000519512 -0.00177003 0.000403861 0.00144454 0.00122993 0.000794915 0.000159002 0.00132357 0.0010355 0.000360671 -0.00384784 -0.00195246 0.00104382
internal_weight=461.914 318.958 142.956 136.957 25.8267 11.1575 106.733 43.8432 62.8897 111.131 70.0796 31.1616 26.8754 24.6142 12.5538 6.16386 58.7649 51.8384 14.9171 9.401 36.9213 212.225 29.7636 46.1256 205.35 156.56 80.9211 11.3011 7.47557 69.62
internal_count=4034 1931 2103 1454 465 122 1023 520 503 989 804 466 427 422 311 103 276 255 131 49 124 908 104 559 849 629 358 81 50 277
is_linear=0
shrinkage=0.00421527


Tree=199
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 4 4 3 0 0 3 0 4 0 1 2 2 2 2 1 3 2 2 1 1 4 0 3 3 2
split_gain=5.85238 3.22534 5.32098 4.31837 3.98078 3.45958 3.91817 3.56183 2.72696 6.60842 4.13946 3.3466 5.20477 4.24961 4.32648 3.93745 3.66208 7.38349 3.57407 3.50021 3.22028 2.99109 3.90918 3.30638 2.82176 2.77763 5.72829 4.8327 5.40219 2.76194
threshold=102.89804648475001 85.667718326750006 66.590419433100024 61.87486387225001 90.297243227400017 43.89540535710001 47.709122305950011 0.086955000000000018 91.937202686950016 90.767723400200012 0.12535000000000004 93.953546284800012 38.244973486750006 94.940210418650011 71.397382570300024 0.22598000000000004 0.059320000000000012 -0.016334999999999999 -0.056724999999999998 75.408562100950022 0.092835000000000015 -0.117885 -0.079634999999999997 71.322105742700003 75.634392583900009 36.257608591500009 93.692765846100016 0.086555000000000021 0.096995000000000012 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 8 -7 -8 9 -4 11 25 13 -13 -15 16 17 18 19 21 -16 23 29 -14 -21 -10 27 -27 -29 -23
right_child=-2 2 5 -5 -6 6 7 -9 10 -11 -12 12 15 14 20 -17 -18 -19 -20 24 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00019394520254921216 -0.0026245054534047114 0.0010032224221706205 0.00099728815504806167 -0.0028052804649290842 0.0036816025271600656 -0.0054215765202408443 -0.0033123383928830427 0.0029463573754763281 0.0048629984819867477 -0.0069692005315576816 -0.0047611003360439027 -0.0064704344399581235 0.0046417773408732113 0.0027479615656295455 -0.0059086200578978261 -0.0039763299235533968 0.0029462512601434927 -0.006648617395910281 0.0032288241414030728 0.0041652018897350334 -0.00083281194092904749 -0.0014669359940548746 0.0016835347330543121 -0.0019116895786223892 0.00054663981156647897 0.0025861098894967302 0.0041095360508116357 -0.0077736035719489678 0.0008689466442109862 -0.0062897489199311854
leaf_weight=43.976430289912969 15.657216802239416 169.2905986495316 6.3431080281734449 16.005893033929169 14.745880924165247 5.8535214718431225 4.4878206215798837 4.4037827178835869 6.5980569794774082 4.2511671613901854 3.7070500105619422 4.1014809627085951 3.7554876692593018 5.5868316441774395 4.3898493554443112 4.2061807829886666 17.460420290008187 3.439438380301012 11.95156958512961 6.7185275480151203 10.050454281270502 5.7459471821784875 4.1578126829117634 3.7719593085348606 24.39454460516572 5.2368359081447142 9.3897466063499433 3.7291105724871159 3.3615950345993042 5.8657358456403026
leaf_count=501 960 774 34 341 64 241 113 18 19 52 50 39 12 22 71 44 63 48 48 22 70 73 23 28 124 19 30 31 12 88
internal_value=0.000343006 0.000454434 0.000632672 -0.000606379 0.00121783 1.00358e-05 -0.00228044 -0.000212567 0.000223504 -0.00219943 0.000397392 0.000530271 0.000157123 -0.00188548 -0.0009465 0.00069595 0.000921163 0.000414597 0.000780674 0.00024292 -0.00237586 -0.00120624 -0.00243021 0.00135787 0.00132803 0.00205363 0.0012001 -0.00101598 -0.0036763 -0.00390322
internal_weight=432.634 416.977 356.995 59.9823 184.036 172.958 14.7451 8.8916 158.213 10.5943 147.619 143.912 115.596 24.1286 20.0271 91.4676 87.2614 69.801 66.3616 54.41 14.4403 23.2969 15.7695 7.52745 31.1131 28.3153 21.7173 12.3275 7.09071 11.6117
internal_count=4034 3074 2232 842 838 1394 372 131 1022 86 936 886 775 202 163 573 529 466 418 370 141 224 184 40 146 111 92 62 43 161
is_linear=0
shrinkage=0.00494411


Tree=200
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 3 1 1 3 2 2 4 4 0 2 1 4 4 2 3 4 4 3 3 4 0 3 3 4 4
split_gain=10.304 7.86943 5.12856 6.74074 4.91665 4.85801 4.20067 7.22043 3.9038 3.81705 4.88995 3.57734 3.52291 7.158 3.50995 3.94988 3.44091 2.99248 2.95629 2.74286 2.56586 2.33688 3.31826 2.9105 5.47053 3.4453 2.85476 2.22253 2.20083 4.68386
threshold=70.206395618550019 85.705356740550016 95.469836670350006 103.48144189910001 0.10184000000000003 -0.10747999999999999 71.096275259700022 70.776348742200014 0.10065000000000003 0.22598000000000004 0.04932000000000001 48.226196960950006 42.434124620650003 100.15850764985002 -0.14138499999999998 62.052302108850007 41.898943182100005 35.171584490050009 -0.59502499999999992 0.10608500000000003 48.96897326980001 38.334060527150008 0.092835000000000015 0.089850000000000027 39.458743938000005 97.39208423365001 0.098105000000000026 -0.22900999999999999 44.421469061800003 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 5 11 -4 7 -2 9 10 12 14 21 -14 18 16 27 -6 -1 -19 -13 22 -7 25 -25 -23 -26 -16 -3 -30
right_child=2 28 3 -5 17 8 -8 -9 -10 -11 -12 20 13 -15 15 -17 -18 19 -20 -21 -22 23 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.0038312556413698821 -0.0038173233334343861 0.0012537362274622694 -0.0049314076051544531 -0.0028910536294909691 0.0048780867315206871 -0.004125869663382015 -0.0041194137156014407 0.0033030823526810655 -0.0013763968728573435 -0.0032795182959075042 0.0027089780529243597 0.0028962606208803392 0.00055196615900206486 -0.0056262419806468967 0.0039315995447516128 -0.0049588773284716886 -0.0021756057399319019 0.0027452941339779656 -0.004135777563299815 -0.0012812511402703936 -0.0010152100911985425 -0.00050743662331592361 0.0012587898716338187 0.0040230786005215754 -0.0031402131256398095 0.0031985120992340144 0.0016531632650727303 0.00012153207092100522 -0.0042013796620946125 0.002194700935038563
leaf_weight=0.9108240082859983 5.4081479860469717 238.04010070860386 3.2959290463477364 14.91073325043544 3.9026922732591656 3.744970463216303 12.072152834385632 4.923329196870327 20.1388223413378 4.1512101776897898 20.407948708161712 6.2708441168069822 10.483914600685237 5.0178162939846507 3.5302954204380539 3.708950772881507 10.517703738994895 5.7531380951404554 11.292282244190572 6.5435594096779823 5.8812659680843353 6.0979585573077228 4.6333396099507809 4.1312807872891417 7.6451199166476709 17.764137133955956 3.1851871833205223 12.874946221709257 4.1089154761284572 4.1792695894837379
leaf_count=3 99 989 70 920 14 48 304 19 151 45 69 19 72 110 20 79 186 20 366 47 34 28 26 14 56 58 14 87 50 17
internal_value=0.000386578 0.000818685 -0.000540379 -0.000205957 -0.000427102 0.00015572 -0.00241535 -0.000424188 0.000311833 0.000701449 0.000900288 -0.00103391 0.00031162 -0.00144788 -0.00161183 -0.000843245 -0.000276268 0.00163264 -0.00354113 0.00060261 0.00100322 0.000889463 -0.00114807 0.00132917 -0.000141777 0.00225146 -0.00173048 0.000941432 0.00117871 -0.000976193
internal_weight=465.527 317.515 148.012 125.608 71.1865 110.698 22.4036 10.3315 107.402 87.2629 83.1117 54.9871 62.7037 15.5017 42.835 30.6319 26.9229 16.1994 12.2031 12.2967 12.1521 47.202 8.37831 38.8237 14.9616 23.8621 10.8303 16.4052 246.328 8.28819
internal_count=4034 1931 2103 1681 875 761 422 118 691 540 495 794 426 182 741 372 293 81 369 67 53 244 74 170 84 86 70 107 1056 67
is_linear=0
shrinkage=0.00425398


Tree=201
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 0 1 0 0 4 1 0 0 3 3 4 2 4 2 3 2 3 4 0 0 4 0 4 2
split_gain=6.8516 3.68624 6.24188 6.06333 3.8834 5.4002 3.91394 3.20376 4.50226 3.98401 3.45518 3.4723 6.25051 6.55824 7.70694 5.63834 3.15502 4.06422 3.17085 3.48925 4.25597 4.0667 3.08296 2.99182 5.62635 4.81064 3.85642 3.29517 3.21839 6.80201
threshold=102.89804648475001 70.206395618550019 85.995710218650018 96.039789794050009 71.096275259700022 70.776348742200014 95.262825394300009 64.407391431150018 89.415428960600011 88.606203063300015 36.620308449100001 66.351146659450009 90.767723400200012 93.692765846100016 0.085820000000000021 0.09117500000000002 43.89540535710001 -0.25236500000000001 40.750688432250008 0.17076500000000003 0.098545000000000021 -0.031449999999999999 0.076615000000000016 41.942745071500006 85.812895065800021 75.462331263550013 42.434124620650003 85.791387400750025 42.719328117250008 -0.22932499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 4 5 6 -3 9 -9 -4 -10 -12 -13 14 -14 -15 18 -18 19 20 -5 -22 -6 25 26 -1 -25 28 -28 -30
right_child=-2 3 7 16 22 -7 -8 8 10 -11 11 12 13 15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.005231383607697879 -0.0027920564242113243 -0.0056513891404628754 0.0014842727200297062 0.0010421612561397082 -0.00047920028157430694 0.0037828116139543401 0.0037552937959440336 -0.0040572372907820911 0.0027322302155781551 0.0041309087409286743 -0.0026685123102491446 0.004353939523775747 0.0015431329830965909 -0.0015386348564280735 -0.0047653743943236789 0.0042210001887083718 0.0040980180031958378 -0.0057853051878035853 0.0015235253934416993 -0.0042101637786398638 -0.004932957122535748 0.0017884804889286806 -0.0057157159178178778 -0.0061170747038381337 -0.0070247134198466498 0.00087732879767124571 0.003031574922149559 0.0059314467984822447 0.0006644632650232205 -0.0046533765922732234
leaf_weight=3.4955274160020045 16.529229854699224 4.6126988884061593 104.40439639240503 32.390767438337207 4.0319274635985485 4.8625888489186764 1.4935620948672292 5.0587693005800238 18.956289708614349 16.848727874457836 8.8270002380013448 9.9086546376347524 8.5016723126173037 6.9777614865452078 11.78932788595557 11.448170676827429 1.4152521938085554 4.2433255510404697 45.612621530890465 5.2781986333429805 6.8602045625448227 3.4510796591639501 9.9321545623242837 3.023943821899592 3.9105957373976699 55.453818926587701 5.2690719133242991 2.1203124597668639 16.677822120487694 9.7055156435817462
leaf_count=227 960 98 453 176 77 19 5 33 65 73 45 33 46 44 82 34 5 139 212 58 71 17 266 55 39 276 40 5 175 206
internal_value=0.000398341 0.000521968 0.000822846 -0.000210642 -0.0024372 -0.000188273 -0.00335056 0.00133161 0.000557033 0.00185204 0.000862528 0.000245626 0.00077463 -0.000141407 -0.00212219 0.00203987 0.000348692 -0.00331341 0.000570101 -0.000336276 0.000142557 -0.00268336 -0.00420375 -0.000212081 -0.00126513 0.0005151 -0.000653027 -0.000163786 -0.00057209 -0.00129179
internal_weight=443.091 426.562 302.377 124.184 24.9329 10.9688 6.10626 202.721 81.4676 121.253 76.4089 57.4526 48.6256 38.7169 20.291 18.4259 99.2514 5.65858 93.5929 47.9803 42.7021 10.3113 13.9641 99.6566 40.7073 58.9493 36.7967 33.7727 31.6524 26.3833
internal_count=4034 3074 1931 1143 465 122 103 908 382 526 349 284 239 206 128 78 678 144 534 322 264 88 343 1023 520 503 481 426 421 381
is_linear=0
shrinkage=0.00505046


Tree=202
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 1 3 2 2 4 4 3 4 0 3 1 0 4 3 4 2 1 4 2 4 3 4 3 4 4
split_gain=11.0263 10.0986 6.1113 6.39766 4.83411 6.325 5.37491 4.16359 6.93488 3.73881 5.13724 4.75914 4.75125 4.66277 4.41878 4.35755 6.19019 4.54805 3.70516 4.47604 4.74238 5.85632 4.81158 3.71782 3.21011 3.65516 3.16499 3.14277 2.98372 4.26378
threshold=70.206395618550019 85.732241321850012 107.57327517365 94.773526014550015 38.244973486750006 71.397382570300024 -0.10747999999999999 0.22598000000000004 0.059320000000000012 41.147265497500008 40.80591513400001 0.082535000000000011 41.827117825850003 95.808582394800013 0.098545000000000021 75.408562100950022 99.994511703900017 42.434124620650003 0.10184000000000003 47.927946529500012 -0.14138499999999998 62.052302108850007 41.898943182100005 -0.59502499999999992 35.171584490050009 0.10507500000000002 48.96897326980001 0.092835000000000015 39.184300550350009 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 -2 5 -5 -6 8 9 10 14 13 -13 -11 28 -14 -17 -18 19 20 23 22 -22 -1 -20 -26 -21 -7 -8 -30
right_child=2 -3 -4 4 6 27 7 -9 -10 11 -12 12 15 -15 -16 16 17 -19 24 26 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0039633817976908311 -0.0027429895878540345 0.0010700310714524368 -0.0037540703552786142 0.0019641447599448056 -0.0042859496458803248 -0.0043836015460462863 0.0024722621068719798 -0.0029549203884171407 0.0023918941971779349 0.0037712435722020029 0.002974230130420068 -0.0030663800989146829 -0.0012609060884633265 -0.0045140417671606483 -0.0026529489833666902 0.0038376042208537026 0.0030934662010732609 -0.0029368058518319195 0.0041443413112842121 0.002723567792991891 0.0011510485389022091 -0.0044511771723458561 -0.0019555235489504977 -0.0037460575262194995 0.0023787024900134711 -0.0015984119467712884 -0.00095294734669002206 -0.0013791629558487343 -0.0034118389532070319 0.0010082344632823554
leaf_weight=0.89861969649791618 13.279986764304338 244.82326039113104 7.2713726898655286 5.5445135645568397 3.3929272210225454 7.2484362730756429 8.7846364844590479 4.7537987511605015 21.661830710247159 1.0597932748496521 11.044628249481319 6.0218803193420163 10.805997077375652 6.4954324681311846 6.3776889443397513 8.6853321790695173 2.6349687799811354 4.6177230691537261 3.5963323563337353 6.8777788579463941 17.517886243760589 4.6952564530074588 10.817428368143736 12.660666009411214 5.70424612239003 6.7888088822364807 5.7808385491371155 13.129977362230418 4.0701129324734202 10.427359592169521
leaf_count=3 296 1041 649 25 74 138 33 50 80 13 42 53 105 201 57 22 16 46 14 20 109 84 191 366 20 49 34 117 34 52
internal_value=0.000319069 0.0007092 -0.000474943 -0.000316024 -8.03497e-05 -0.00150417 0.000252666 0.000395993 0.00055112 5.89965e-05 0.000842025 -0.000731476 -0.000127267 -0.00335184 4.80413e-05 0.000534525 0.00175183 -0.000745953 -0.000463381 -0.000886638 -0.00141136 -0.000662696 -3.49316e-05 -0.00323513 0.00109524 0.000217512 0.00104461 -0.00244782 0.000787926 -0.000232685
internal_weight=477.47 320.161 157.308 150.037 136.757 25.9229 110.834 107.441 102.687 81.0256 40.7044 40.3211 32.7659 7.55523 29.6598 26.744 15.938 7.25269 75.3379 59.2485 46.5899 33.0306 28.3353 13.5593 16.0894 12.4931 12.6586 20.3784 23.2821 14.4975
internal_count=4034 1931 2103 1454 1158 280 878 804 754 674 218 456 242 214 176 189 84 62 890 807 753 384 300 369 83 69 54 255 119 86
is_linear=0
shrinkage=0.00366249


Tree=203
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 4 0 2 3 0 4 3 4 0 1 0 3 4 1 1 0 2 1 0 0 4 1 1 0
split_gain=8.69239 8.03442 5.22727 5.27336 4.97773 6.11884 4.62576 6.86715 6.63168 4.49146 3.87826 3.86548 5.26503 4.59063 4.49419 3.77012 7.32926 6.08242 5.15593 3.64271 3.63909 4.25171 3.54836 3.44665 4.98911 3.34079 3.19704 3.44165 6.43404 4.71304
threshold=70.206395618550019 85.995710218650018 107.57327517365 96.039789794050009 71.096275259700022 70.776348742200014 41.942745071500006 75.462331263550013 -0.12546499999999997 -0.10747999999999999 95.262825394300009 43.940903692500008 0.09117500000000002 38.334060527150008 102.89804648475001 58.167480110400007 85.121961326250016 0.093325000000000033 38.064633603500006 72.378669787950017 64.407391431150018 89.415428960600011 -0.51146999999999998 78.10777406390001 97.674372337300014 88.606203063300015 36.620308449100001 66.351146659450009 66.590419433100024 93.692765846100016
decision_type=2 2 2 2 2 2 2 2 2 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 10 7 -1 -8 -5 -2 12 13 19 23 -9 17 -17 -19 -11 25 -22 -13 24 -14 -3 -23 -28 -29 -30
right_child=2 20 -4 9 -6 -7 8 15 -10 11 -12 22 14 -15 -16 16 -18 18 -20 -21 21 26 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.004760645422739955 -0.0050662094217348418 0.001535032516216036 -0.0046460492097764022 -0.0050900011510180473 -0.0039389521268130894 0.0037915332140839183 0.0005218399712998374 0.004108502405765148 -0.0029929682479178836 0.0044240279239955698 0.0033713521600653397 0.0028644237381955672 0.0008618260777192618 0.0017576692715472087 -0.0052505681545210094 -0.0059775239077063955 0.0016589553486371677 0.002908277969430256 -0.0040466026159871812 -0.0052769242001117307 -0.0033826057347857491 0.0024690089316032429 -0.0051652991024214133 0.0013306625282500028 -0.0031070292757694813 0.0037057420402597965 -0.0022354499006803381 0.0045300496988961618 -0.0013026329656230121 0.0017938452664522041
leaf_weight=4.5868966169655314 4.568916695192458 110.17462818324566 6.0854305829852811 3.3751102397218338 14.658923411741851 5.0584126263856888 21.310695224441588 7.1753607392311087 23.208000691607594 1.0425607487559307 1.4967110976576803 1.4983240254223344 12.148140590637924 52.425282823853195 4.054634370841085 5.3975874986499539 37.303522016853094 5.4805665388703328 3.6920599155128002 3.4583129370585084 5.2026241198182097 19.325639970600605 4.7483561793342224 17.353024430572987 14.236745055764912 16.927376829087734 9.1041472405195218 8.0457824096083623 22.749964894726872 18.400670170783997
leaf_count=227 98 453 649 94 343 19 203 21 317 4 5 7 53 258 94 82 124 23 26 80 33 65 195 81 123 73 45 27 134 78
internal_value=0.00039965 0.000821662 -0.000518459 -0.000339202 -0.00219768 9.69064e-05 -0.000185635 0.000601276 -0.00131046 7.98728e-05 -0.00298422 0.000237119 0.000444494 0.00137914 -0.000668776 0.00101779 0.000590268 -0.00214585 0.00010888 -0.00302984 0.00134061 0.000598654 -0.0032393 -0.00024403 -0.00127969 0.00182413 0.000865484 0.000333942 0.000809427 8.19696e-05
internal_weight=464.294 318.086 146.209 140.123 25.783 11.124 108.155 63.636 44.5187 114.34 6.06563 110.965 104.719 56.9262 47.7925 59.0491 51.8737 14.5702 9.17263 4.50087 209.931 82.8288 6.24668 43.7379 26.3849 127.102 77.6262 58.3006 49.1964 41.1506
internal_count=4034 1931 2103 1454 465 122 1023 503 520 989 103 895 693 342 351 276 255 131 49 84 908 382 202 257 176 526 349 284 239 212
is_linear=0
shrinkage=0.00454921


Tree=204
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 3 2 2 3 2 4 4 4 4 1 3 0 3 3 2 4 2 1 3 2 0 4 1 2 2
split_gain=3.44553 2.21398 3.44943 2.3906 3.12345 3.36221 2.97997 2.38143 2.66606 2.78399 2.28546 4.94583 4.85652 2.26532 3.73774 2.51968 2.64804 2.13526 4.22497 2.51617 2.5549 2.82041 2.46885 2.46401 7.66892 3.75381 4.3186 4.64424 3.14158 2.8519
threshold=107.57327517365 98.142164052000012 78.10777406390001 85.667718326750006 61.982402197500001 -0.16320999999999999 -0.60611000000000004 -0.54526999999999992 0.085495000000000029 -0.08786999999999999 44.421469061800003 47.709122305950011 49.122847560300009 36.728658719300007 78.468027453400012 0.086230000000000015 101.18549865570002 0.080135000000000026 0.079220000000000027 0.12427500000000002 37.52517992975001 -0.167075 76.279622535200005 0.092835000000000015 -0.018034999999999999 94.985914206850012 40.467253020850002 63.705703859100005 -0.031449999999999999 -0.093879999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 -6 -7 -3 -9 -10 17 -12 -13 14 -4 16 -15 18 19 20 -5 -22 23 24 28 26 27 -26 29 -19
right_child=-2 2 13 10 5 6 -8 8 9 -11 11 12 -14 15 -16 -17 -18 22 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00024010452185205697 -0.021263164051223457 -0.028978441510010899 0.023141571071173452 -0.010732924355261343 0.010816171555094088 0.015635015888856983 -0.023652018736665992 -0.024079959875080322 0.0065061059966984485 -0.012375826093287409 -0.020996847661386112 0.014684004043371137 -0.025487163608208688 -0.032853480383953804 -0.026083071484051715 0.0062261478044473642 -0.0018809306711502912 0.0053928215265533156 0.017576010062498287 0.016887208426679082 0.022824954372664758 0.0021021558993408549 0.014721176118040906 0.0039547009382619094 0.010233469983569932 0.0043971657403941997 -0.033395651243215217 -0.022007917271065321 0.021613868130503467 -0.0024548542656482441
leaf_weight=43.918782669585198 3.0262261519674203 2.4780485481023815 0.88771348446607534 6.0486041195690623 2.1176773672923437 0.96622318029403587 7.0350719080306581 3.2409810079261687 6.8754378408193624 6.8683530874550289 5.5260349726304394 5.6406512577086687 1.7305153897032139 1.3869412695057679 2.8836131733842194 25.424428469035774 9.7764520491473359 37.65174091793596 12.227117732167242 5.5580091103911391 3.1951395422220186 30.253517653327439 6.5880307611078015 104.01764957327396 3.2858529016375559 4.0666139945387831 5.2771625518798819 4.8937865644693375 3.4378926604986182 44.40966375544668
leaf_count=562 649 31 4 35 23 3 254 88 38 72 172 27 61 22 88 193 247 199 91 24 14 163 36 510 12 15 66 46 11 278
internal_value=0.0010349 0.00120459 -0.00251497 0.0018632 -0.00218063 -0.0126872 -0.0189078 -0.00976847 -0.00696576 -0.00292999 0.00263316 -0.00599416 0.00525309 0.000982954 -0.0144963 0.0025785 -0.00572896 0.00304388 0.00664027 0.00367252 0.00181297 0.00408167 0.00207954 0.00167728 -0.000622125 -0.0132639 -0.0186011 -0.00905619 0.00196886 0.00114585
internal_weight=400.694 397.668 59.822 337.846 54.0378 10.119 8.0013 19.4628 16.9848 13.7438 283.808 12.8972 7.37117 40.3591 3.77133 36.5878 11.1634 270.911 57.2824 45.0553 39.4973 33.4487 213.628 207.04 103.023 17.5234 13.4568 8.17964 85.4993 82.0614
internal_count=4034 3385 783 2602 842 280 257 229 198 110 1760 260 88 554 92 462 269 1500 327 236 212 177 1173 1137 627 139 124 58 488 477
is_linear=0
shrinkage=0.0209766


Tree=205
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 4 3 0 3 2 4 0 3 4 1 4 2 3 2 2 1 4 3 2 1 4 2 3 2 2
split_gain=10.7497 5.63073 9.87185 5.52124 4.51067 4.00373 4.20003 3.96127 3.70313 3.78181 3.24771 5.56801 4.00493 4.23521 3.1327 3.07874 6.49245 4.6039 6.63242 5.21542 4.01261 6.22641 4.75438 4.72944 4.72276 12.6739 3.26946 5.10372 3.07462 5.25945
threshold=103.48144189910001 85.667718326750006 66.590419433100024 61.982402197500001 43.89540535710001 47.709122305950011 0.086955000000000018 90.407470010750018 -0.16320999999999999 -0.60611000000000004 39.952536079750011 85.121961326250016 0.093325000000000033 39.458743938000005 65.687097501250022 42.779078631750004 -0.102645 0.090390000000000012 -0.081354999999999997 -0.082424999999999998 62.111448187750007 42.283941020600004 0.09117500000000002 -0.026144999999999998 63.705703859100005 38.625745710700009 -0.078649999999999984 0.093160000000000034 -0.061874999999999999 -0.016334999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 10 28 -6 -7 14 -5 -10 11 12 13 -1 15 20 -17 18 -18 -19 21 23 -23 -3 26 -26 27 -22 -4 -30
right_child=-2 2 4 8 5 6 -8 -9 9 -11 -12 -13 -14 -15 -16 16 17 19 -20 -21 24 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0036878452779549281 -0.0026308149273758367 0.00053331892541271138 -0.00029611827903912649 0.0015395639190060517 -0.0042427508259899969 -0.0027739473770247037 0.0023118820552645572 0.0032152383745993646 0.0034070556218520147 -0.0044822237305113212 -0.0008371026382062159 0.004402368481699441 0.0016016649209446893 0.0049227617352193987 -0.0018943742790431632 0.0028058254084839312 -0.0053367873960403541 0.0027249725220244944 0.0012582978368714166 -0.0026320017931157078 -0.0006760926221352668 0.00017319716333005371 -0.0056695550112778855 0.0026563974681699989 0.0021973790990598707 -0.004775762692840615 0.0035232796470687517 0.0034153457586419598 0.0021077123388617792 3.0559185484482649e-05
leaf_weight=5.5719946511089828 17.546858266927302 52.656722955405712 93.397850638255477 2.4101172219961891 6.7024529771879342 5.124547320418058 4.64946099370718 14.009097963571547 1.0036878436803807 10.005186337046322 30.366782282479107 5.7291974350810042 9.129324331879614 1.0135476589202879 5.1705099642276755 8.9570609033107775 6.5455140396952647 6.7808145582675934 3.5204644277691841 4.5653442591428739 8.8099287673831004 4.8958284929394704 3.6492693871259689 22.475264951586723 16.798628404736522 5.101271651685237 30.233678303658962 9.5264850407838804 27.646945502609015 54.131912883371115
leaf_count=154 920 197 630 23 241 122 18 55 3 254 353 15 38 2 27 31 54 20 14 25 38 23 33 75 59 31 126 30 105 318
internal_value=0.000345701 0.000459098 0.000633115 -0.000595594 1.91057e-06 -0.00193628 -0.000354636 0.001227 -0.00281059 -0.00376295 -2.19096e-05 0.00113248 -5.96303e-05 -0.00236263 0.00108016 0.00116352 3.59333e-05 -0.00112276 -0.00303023 0.000569491 0.00138567 0.000811982 -0.00232201 0.00116842 0.00206687 0.000573084 0.0027404 0.00144957 0.00018421 0.000732782
internal_weight=478.126 460.579 395.349 65.2298 191.653 16.4765 9.77401 203.696 13.419 11.0089 51.8108 21.4441 15.7149 6.58554 189.687 184.516 30.3692 21.4121 10.066 11.3462 154.147 83.6771 8.5451 75.132 70.47 21.8999 48.5701 18.3364 175.177 81.7789
internal_count=4034 3114 2272 842 1434 381 140 838 280 257 562 209 194 156 783 756 144 113 68 45 612 328 56 272 284 90 194 68 1053 423
is_linear=0
shrinkage=0.00387461


Tree=206
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 3 4 2 1 4 1 1 0 4 3 2 2 2 2 4 4 3 3 2 4 2 4 1 4 0
split_gain=15.3081 12.301 7.46926 7.63147 6.18012 4.94632 4.52321 4.75336 4.96039 4.63726 4.47745 6.30822 4.71886 4.33085 4.75705 4.30954 4.27948 4.17123 3.46481 3.25304 4.79473 3.68894 4.48418 4.32941 4.75065 3.86389 6.39224 7.94679 5.59914 5.91344
threshold=70.206395618550019 85.705356740550016 103.48144189910001 96.039789794050009 0.10184000000000003 -0.10747999999999999 48.226196960950006 -0.14138499999999998 62.052302108850007 41.898943182100005 71.096275259700022 70.776348742200014 95.262825394300009 43.940903692500008 0.09450500000000002 -0.58559499999999998 -0.25236500000000001 0.10957500000000002 -0.59502499999999992 44.421469061800003 47.927946529500012 0.080135000000000026 0.079220000000000027 0.12427500000000002 37.52517992975001 -0.094519999999999993 39.420767558750008 63.530954080650012 42.283941020600004 86.20003303655001
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 -5 7 18 9 -9 11 12 -2 14 -7 -16 -15 -17 -1 21 -21 22 23 24 -3 -23 -27 28 -28 -30
right_child=2 19 -4 5 -6 13 -8 8 -10 -11 -12 -13 -14 16 15 17 -18 -19 -20 20 -22 25 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.002785204873819946 -0.0032374754032474112 -0.0018760195227397285 -0.0020912060108968836 -0.0032842263070257996 0.0011592194558618736 0.00079432800771271107 0.00070414768130109076 0.00074493108002118987 -0.0033823036497980579 -0.0015672439203362524 -0.0024790854115247724 0.0021107613787880969 0.002358965845178898 0.0021761757740067752 0.0013963210773566717 -0.0017621058843517712 -0.0032998094263245806 0.00094247911777045449 -0.0028595381524616019 -0.0027914174551629135 0.0013858694939354601 0.0013562463137729711 0.0028888579438647592 0.0032556570551981207 0.0011450371824383878 0.0015843494600691881 0.0010010331746584558 -0.0017418829254354229 -0.0029590377753762357 0.00017439910199751373
leaf_weight=0.94199376553296943 5.4847408551722783 4.9153756201267234 19.604617706499994 3.3518246356397858 17.053552333265543 69.533678397536278 13.198640778660772 17.968282718211416 4.4713383037596932 11.587936630472539 16.663669321686029 5.3645832501351833 1.575039781630039 1.510503217577934 7.2924218103289595 18.764019746333364 4.9818388037383547 6.1490486413240424 14.137881684117017 4.6157764568924886 4.3204430788755417 65.888584494590759 16.094289921224117 6.490900292992591 30.206043802201748 33.608771070837975 56.428623031824827 15.310424432158468 6.4518526196479824 20.225695937871933
leaf_count=3 98 24 920 67 81 311 53 107 79 186 343 19 5 5 29 150 127 29 366 50 17 217 76 16 115 111 205 95 52 78
internal_value=0.000284172 0.000623167 -0.000443234 -0.000213565 -0.000360901 0.000125342 -0.000776967 -0.00117505 -0.000584803 -0.00016159 -0.00151363 -0.000218755 -0.00198891 0.000230933 0.000374942 -0.000530539 -0.00202577 -0.00109456 -0.00250693 0.000918359 -0.000771802 0.000977446 0.00161146 0.00111741 0.000722229 0.000792583 0.000511281 0.000144834 0.000492418 -0.000583409
internal_weight=504.192 343.916 160.276 140.671 79.3596 111.583 62.3061 49.1074 34.0276 29.5562 29.088 12.4244 7.05978 108.232 101.739 32.2055 6.49234 24.9131 15.0799 264.557 8.93622 255.621 57.7066 41.6123 35.1214 197.914 132.025 98.4166 83.1062 26.6775
internal_count=4034 1931 2103 1183 875 718 794 741 372 293 465 122 103 651 519 208 132 179 369 1056 67 989 231 155 139 758 541 430 335 130
is_linear=0
shrinkage=0.00284985


Tree=207
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 3 4 2 3 0 3 2 2 2 1 0 3 1 3 2 1 2 1 1 0 1 3 2 2 4
split_gain=12.7432 10.6451 6.47249 8.50564 5.33066 5.30935 4.28772 4.24552 4.20884 4.42304 4.0747 6.43656 4.91999 4.8767 4.20253 5.26241 3.78577 6.56715 3.69995 3.55729 4.48264 3.51463 3.41959 6.22099 3.69663 3.32728 3.29281 2.93311 2.87851 4.34023
threshold=70.206395618550019 85.667718326750006 83.740093847200015 96.163458868000006 61.982402197500001 -0.10747999999999999 43.940903692500008 -0.51146999999999998 1.0000000180025095e-35 71.131225215400022 0.09450500000000002 0.17076500000000003 -0.046635000000000003 -0.58559499999999998 82.457699319000014 100.15850764985002 0.078905000000000017 60.613977009100005 -0.11012 0.022350000000000005 58.167480110400007 0.10957500000000002 71.096275259700022 70.776348742200014 95.262825394300009 78.962703749400006 -0.16320999999999999 -0.60611000000000004 -0.22932499999999997 39.577821550850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 22 8 -5 10 -8 9 -1 11 12 14 -12 15 -7 -10 19 -11 20 -18 -15 23 24 -2 -17 -6 -28 29 -3
right_child=2 28 -4 5 26 6 7 -9 16 18 13 -13 -14 21 -16 25 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0041133049871797511 -0.0040439572038516551 -0.0026702358609360156 -0.0030693417440241276 -0.0039697782636082604 0.001078460263903211 0.00092465247186173272 0.0025336706930306303 -0.0040324040663996374 0.0036069691022280522 0.00060557985890818912 0.0021113829061079259 -0.0030963238039689719 0.0024013842587330501 -0.0020689066984073412 0.0037439712018701083 -0.00051584022363529729 0.0016848370907312977 0.001718186183467063 -0.0032490795720352345 -0.0047388053917367407 -0.0034832431359899368 0.0010441084295223077 -0.0028616273373629568 0.0024829396088466463 0.0017515616587824574 -0.0046160033643706999 0.0024282155470226343 -0.0040067558524452826 0.0011843812279264854 0.00086597531804517218
leaf_weight=5.0813238946720984 5.4525933433324116 6.185601249337199 11.191671944223343 3.7433323804289094 2.5452090092003354 25.590789142996073 1.6280504539608953 5.0534700108692041 5.0072539523243895 12.605597784742715 6.6349107474088695 4.5957962144166222 26.894324058666825 18.505204197019342 4.3273948840796939 6.6659265365451557 4.9797254614532012 16.588792502880096 4.1352396998554459 3.459676405414938 3.6273421235382557 6.0071984156966201 18.826972594484687 5.1930182240903378 1.8408284559845922 3.9362761210650206 0.9769100695848455 9.4891930799931252 239.58257279545069 14.546778896823524
leaf_count=175 98 34 757 99 23 104 10 159 15 115 26 53 94 161 17 54 27 78 64 46 42 32 355 19 7 58 3 247 988 74
internal_value=0.000353656 0.000748619 -0.000478364 -0.000278238 -0.000491747 0.00017161 0.000312749 -0.00243248 -1.40405e-05 -0.00122367 0.000490557 0.000952769 0.0012288 -0.000578045 0.000450534 5.6756e-05 0.000770109 0.000274398 -0.000346579 -0.00171045 -0.000493186 -0.00130601 -0.00190997 -0.000475058 -0.00258119 -0.00203811 -0.00252886 -0.00340611 0.00107499 -0.00018907
internal_weight=484.899 328.811 156.088 144.896 68.4963 113.583 109.839 6.68152 55.485 21.8222 103.158 72.0105 67.4147 31.1473 40.5204 36.193 33.6628 28.6555 16.7408 12.0667 8.60707 24.5124 31.3134 12.4864 7.29342 10.6022 13.0113 10.4661 260.315 20.7324
internal_count=4034 1931 2103 1346 835 867 768 169 562 354 599 380 327 219 233 216 208 193 179 115 69 193 479 124 105 112 273 250 1096 108
is_linear=0
shrinkage=0.00353616


Tree=208
num_leaves=31
num_cat=0
split_feature=0 4 2 2 1 0 0 1 4 0 1 3 2 2 2 2 3 0 3 2 2 0 2 2 2 3 0 4 0 4
split_gain=3.59088 2.5674 3.22783 2.53801 2.17053 2.03373 3.64882 2.9958 2.73523 3.7806 3.98762 3.69829 3.07311 3.17876 4.01691 3.45239 2.84972 2.64995 2.20401 3.09491 2.06941 3.07298 3.06746 3.42893 2.88648 5.03197 2.57312 3.82117 2.02684 3.64634
threshold=102.89804648475001 40.00488309970001 -0.086139999999999994 -0.084275000000000003 54.879495816850003 93.953546284800012 93.805681087600007 69.999384342500022 38.244973486750006 94.940210418650011 71.397382570300024 -0.10747999999999999 0.22598000000000004 0.059320000000000012 -0.016334999999999999 -0.037054999999999998 0.092835000000000015 85.995710218650018 0.094725000000000018 -0.026144999999999998 0.18145000000000003 85.925810307250018 -0.010319999999999999 -0.018034999999999999 -0.053159999999999992 0.08729000000000002 85.812895065800021 44.952171034750002 85.705356740550016 42.456897412850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 17 9 -7 -11 -10 13 14 15 -13 -12 20 -18 -20 21 22 23 24 28 -26 27 -24 -6 -30
right_child=1 2 3 -5 5 8 -8 -9 11 10 16 12 -14 -15 -16 -17 18 -19 19 -21 -22 -23 26 -25 25 -27 -28 -29 29 -31
leaf_value=-0.018449829116782772 -0.018838572539346048 -0.018926917191146884 0.035149398988391416 0.00033401863533359926 -0.0013083449381445197 -0.02172585282800249 0.015216440460934903 -0.01244689080632258 -0.01993213992577595 0.0091302625730014728 -0.020894222066188319 0.00036033385096617931 -0.013629548563337241 0.0090098608855083556 -0.016008861668876537 0.015608699956473536 0.010107142835761992 0.0034559731421015785 -0.023621458976218795 0.00043888019301676587 0.0093824096212477854 -0.015496301888963412 -0.027438724560504234 0.017045556362120969 0.0086169901299568523 -0.030452936438400673 0.0073277772425523833 0.0072679139654855049 0.010522141372439241 -0.0055856507550700353
leaf_weight=1.7640533978119481 4.6406356100924304 2.6194973273668429 0.755903661251068 5.276796161895617 44.987749264575527 3.9972205292433527 6.6099237892776719 4.5491736438125363 2.6610078937374047 6.1465430632233646 3.9202011665329328 65.285956177860498 4.160489202477037 16.643385579809546 4.4201082792133084 5.0514219366013995 2.8779958859086019 163.48310372699052 2.6421830523759153 4.6755321547389004 6.4468614775687447 4.414407141506671 3.7000664686784139 3.8781020063907041 1.7788520334288467 2.5093686124309897 1.680461026728153 1.3735915943980215 14.03785126656294 6.4890688359737387
leaf_count=125 389 327 1 243 593 44 29 94 88 24 71 606 50 71 61 22 11 813 39 28 41 29 59 21 17 29 6 14 43 46
internal_value=0.000907407 -0.00817507 -0.00245567 0.00469642 0.00121683 0.00130615 0.00217877 0.00184646 -0.00058854 -0.00593186 -0.00281614 0.000731192 0.00130658 0.00198646 0.000422833 0.00145543 -0.00801801 0.00210167 -0.00306716 -0.00824851 -0.000323448 -0.0010609 -0.00026866 0.000781995 -0.000121574 -0.0142458 -0.0117303 -0.0180426 0.000802921 0.00543007
internal_weight=403.478 13.2928 8.6522 6.0327 390.185 388.421 265.939 259.329 122.482 24.2597 20.2625 98.2224 95.5614 91.4009 74.7575 70.3374 14.1159 254.779 10.1957 7.31772 91.2964 84.8495 80.4351 73.681 69.8029 4.28822 6.75412 5.07366 65.5147 20.5269
internal_count=4034 960 571 244 3074 2949 1834 1805 1115 217 173 898 810 760 689 628 149 1711 78 67 898 857 828 749 728 46 79 73 682 89
is_linear=0
shrinkage=0.01777


Tree=209
num_leaves=31
num_cat=0
split_feature=0 1 0 3 0 4 1 2 2 2 2 3 2 3 3 3 2 1 2 1 4 0 2 1 3 2 2 2 4 3
split_gain=3.23224 2.11268 2.98769 2.67264 2.6626 2.47287 2.81845 2.97885 2.39227 2.30124 3.59038 3.41834 3.87632 3.00824 2.76282 2.47371 2.52983 2.97914 6.59504 4.53315 3.51713 3.04062 2.64971 5.57663 2.57775 2.38049 2.08478 3.139 4.73807 1.89897
threshold=107.57327517365 70.171445662850019 94.625660817400004 0.12535000000000004 85.995710218650018 39.110279783550006 70.206395618550019 -0.16048499999999999 -0.50001499999999999 0.22598000000000004 -0.048954999999999992 0.083495000000000028 -0.068964999999999985 0.076615000000000016 0.097015000000000032 0.084360000000000018 -0.079634999999999997 75.408562100950022 -0.095854999999999996 71.365121072750014 41.827117825850003 102.21786657775002 -0.10423499999999999 83.116371560950014 0.09450500000000002 -0.074999999999999997 -0.58994000000000002 -0.23783499999999999 37.038444968100009 0.41214500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 9 26 -3 -7 -8 -6 10 11 13 15 -4 -11 -13 17 18 19 -17 21 22 23 -19 -21 -15 -1 28 -28 -29
right_child=-2 2 3 -5 8 6 7 -9 -10 14 -12 12 -14 25 -16 16 -18 20 -20 24 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.014289492037942201 -0.02213078042631492 -0.031243797868955543 -0.0013548562681201593 -0.024981371416113268 -0.0086143391498460196 0.024577454993950618 0.014508361979954766 -0.023384706358398909 0.004346981719504095 -0.026075542459180576 0.0064686650933121056 0.024116659546493873 -0.023437218167852703 -0.026729646175510477 0.0021752223281339901 0.018460563202428712 0.013066812955168856 -0.024391139109493823 -0.028087578465015885 -0.0011522783318968972 0.013667034416622908 -0.027054228910029631 0.011069596504841323 0.013833057395892486 -0.028864789081871029 0.0096180864694959661 0.015679587647260924 -0.00099842936847982489 -0.026938180025483004 0.015682936344148701
leaf_weight=4.2014031298458567 2.8621365509461603 2.6202940531074983 6.9498934503644687 2.0489108441397539 7.0866682901978484 1.1742272377014158 1.3627636102028189 3.6371213002130389 170.94169292505831 3.3924759309738866 37.215657975059003 2.2829614412039438 3.0620589703321519 6.0901202037930489 3.228295243345201 4.4517983868718165 6.9963599592447343 4.2484616525471157 5.4261813517659823 5.5274377334862947 10.143515102565287 2.1357635431922963 6.564842842519294 3.1957322433590889 2.2595672998577356 1.0027625001966951 1.6751756612211455 77.634706732816994 4.8718107147142291 3.4039346575736991
leaf_count=19 649 44 133 45 38 4 24 150 855 82 223 10 42 251 23 15 37 41 78 61 54 75 25 12 29 11 16 819 157 12
internal_value=0.00101558 0.00118336 -0.00116575 -0.000236171 0.00227181 -0.0134506 -0.00589915 -0.0130566 0.00383104 0.000207895 0.000977885 -0.0019273 0.000479568 -0.0115759 -0.0123004 0.00185532 0.000857825 -0.00108557 -0.00802812 0.000865413 0.00357963 -0.00275812 0.000945967 -0.0079818 -0.00919366 -0.021591 -0.000752446 -0.00147399 -0.0160336 -0.000297748
internal_weight=397.695 394.833 125.017 116.223 269.815 8.79441 6.17411 4.99988 178.028 114.174 107.553 70.3375 56.2947 14.0428 6.62077 53.2326 50.9497 43.9533 17.665 12.2388 26.2883 16.1448 14.009 7.44419 7.78701 7.09288 91.787 87.5856 6.54699 81.0386
internal_count=4034 3385 1469 1247 1916 222 178 174 893 1202 1097 874 479 395 105 437 427 390 183 105 207 153 78 53 90 262 1023 1004 173 831
is_linear=0
shrinkage=0.0218597


Tree=210
num_leaves=31
num_cat=0
split_feature=1 2 4 0 1 1 1 0 1 4 2 2 0 0 4 4 1 0 0 3 1 0 4 0 0 2 1 4 4 1
split_gain=2.91165 1.92359 1.66866 2.77889 2.94638 5.78808 3.25636 4.19172 3.92339 3.08031 2.7786 5.82259 2.90376 3.37386 2.70031 3.86815 3.7113 2.90147 3.89567 3.12846 2.7886 3.07343 2.90225 2.69106 4.38879 2.53455 2.4479 5.5786 5.25833 4.30235
threshold=83.740093847200015 0.20949500000000004 42.141702038450013 76.451683855550016 58.167480110400007 60.613977009100005 64.407391431150018 88.606203063300015 65.29995953045001 41.975471476700008 -0.075639999999999999 -0.078649999999999984 86.756543869550015 85.683849075550015 41.218101594450012 40.80591513400001 71.246828915000023 96.163458868000006 97.39208423365001 -0.059734999999999996 77.946466576100008 103.33357670195001 39.952536079750011 85.667718326750006 67.04476885710001 0.20167500000000002 61.987779113750001 40.241071441700008 38.064633603500006 62.084563606450011
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 -8 14 11 -4 13 23 15 16 -10 19 -19 -18 22 -22 -20 24 -12 26 28 29 -7 -28
right_child=1 -3 10 4 5 6 8 -9 9 -11 12 -13 -14 -15 -16 -17 17 18 20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.013623446906001528 -0.019349023295677659 0.0068755898280688805 -0.00053574522976145966 0.015441672402919659 -0.020031797223179101 0.014831932412268408 -0.017310270786260767 0.016993634806480196 0.0030540450302619141 0.014574396858917921 0.02831665330375915 0.017101696848394306 -0.001847144388903383 -0.026212127990852433 -0.0075624513030620221 0.01026561442201328 0.011464795683629505 0.0064394864631291378 -0.018734094289427863 -0.022281910944464051 0.0018395471291248414 -0.019612885683993539 -0.00063512958173440881 0.02123084439848474 -0.019710032870702783 0.015847295942870935 0.0037124453024562627 0.0076863575569173373 -0.0043767750610833826 -0.016560197245356865
leaf_weight=3.8321068049408487 3.80438393424265 1.2201586929149923 81.713553037494421 5.251695215702056 3.9888655729591838 5.6395934037864199 4.0956902438774696 8.0558398216962797 57.616343287751079 5.1185237858444443 0.76968466676771807 6.6884159222245207 21.553064165636897 4.1455219630151987 13.302310572937129 13.416625015437601 1.1242198217660186 12.534912932664154 8.035932784900071 4.703724061138927 16.144593800418082 2.5549575765617183 4.602515034377574 1.0833720825612543 3.4256672593764961 5.1186146140098563 7.7775045260786992 49.705558927729726 28.470989320427179 6.2255414891988039
leaf_count=247 693 64 934 17 48 27 43 47 287 26 4 65 199 44 122 64 8 50 118 90 121 110 28 3 129 18 31 214 133 50
internal_value=0.000765255 -0.0129806 0.000943863 0.00174168 0.00196515 0.00169108 0.00203189 0.00436855 0.000221399 0.000737403 -0.000842635 0.000798688 -0.00552659 -0.0139414 0.000209001 0.00106525 -8.49646e-05 -0.0037239 -0.00212345 -0.0157721 -0.00554855 -0.00109154 -0.012143 -0.00430487 -0.010899 0.00338052 0.00272817 0.00483188 -0.00120095 -0.00530046
internal_weight=391.72 5.02454 386.696 267.317 263.485 258.233 254.244 110.994 143.25 139.155 119.379 88.402 30.9773 9.42425 134.036 120.734 107.317 49.7009 43.8729 5.82794 31.338 18.6996 12.6384 5.27872 4.19535 102.938 97.8192 63.7086 34.1106 14.003
internal_count=4034 757 3277 1899 1652 1635 1587 520 1067 1024 1378 999 379 180 998 876 812 525 427 98 377 231 146 136 133 473 455 295 160 81
is_linear=0
shrinkage=0.0181742


Tree=211
num_leaves=31
num_cat=0
split_feature=1 2 2 2 4 2 2 2 1 2 2 2 4 3 3 3 3 4 3 4 4 4 0 3 4 1 1 0 0 3
split_gain=2.53927 1.77192 1.65125 1.63843 1.49051 2.57766 3.48269 4.68321 3.35897 3.30625 2.99916 4.24384 6.103 3.22796 2.51503 4.16519 4.8388 4.73142 4.09274 3.29028 3.13026 3.51611 4.66723 3.74641 3.08318 3.26169 4.0552 3.24718 3.44784 2.65411
threshold=83.740093847200015 0.20949500000000004 0.22598000000000004 0.36215000000000008 42.141702038450013 -0.06483499999999999 -0.053159999999999992 -0.044409999999999998 70.171445662850019 1.0000000180025095e-35 -0.086139999999999994 -0.081629999999999994 41.535369675400013 -0.11789499999999999 1.0000000180025095e-35 0.08766000000000003 0.087475000000000011 43.384297312450009 -0.15572 48.226196960950006 49.122847560300009 47.927946529500012 85.791387400750025 0.07745500000000001 43.680097826700013 62.00390986255001 64.94239459915002 86.89903215050002 90.407470010750018 0.10184000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 -7 -9 13 12 -12 -1 18 16 20 29 19 -6 21 22 23 -16 27 -26 -27 -24 -29 -17
right_child=1 2 -4 -5 14 6 7 9 -10 -11 11 -13 -14 -15 15 17 -18 -19 -20 -21 -22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=-0.010522867202785526 -0.019174404260670928 0.023820183585927933 -0.018677302762672276 -0.013164722357262151 -0.013374181622457506 0.014203632651200965 -0.014170976906331234 0.0077674278955936473 -0.0038517896048677353 0.00058055766930296764 -0.031817692474784845 -0.0014398705682266114 0.0031181181852222503 0.0024703970648408072 0.021562069615733623 -0.011395522691113448 0.023921189586001836 0.0052340837516793113 -0.020272757743662152 0.0054977275657120614 -0.019780514990943496 0.019212791159931911 0.015324120634983344 -0.020501702462358939 -0.038302798739255177 0.018146385506384324 -0.010668011829815385 -0.011795372557719978 0.0067424604551549524 -0.0010292879889712209
leaf_weight=6.6758300988003603 3.4573903414420775 0.71788824349641778 0.5133137539960444 2.7075285874307147 4.7766131651587811 16.361492056399587 5.3480286151170722 33.395666838623583 4.2489278260618439 56.248952447902411 3.9364849086850873 30.823271567001939 2.8021272718906403 100.28227901551872 0.81928405165672202 19.842482957988977 3.6910789012908927 14.388405265286563 5.3098730919882646 8.2439209343865496 1.9919443274848152 4.178852393757551 9.8731421977281588 4.5019489107653499 0.89032524824142267 2.3262113332748413 5.1137101845815778 4.2650654204189804 14.283905664458869 13.645712977275251
leaf_count=181 693 2 62 54 155 58 33 177 42 412 48 208 15 679 2 173 8 115 159 40 114 16 73 125 6 9 170 30 85 90
internal_value=0.000697011 -0.0125369 0.0061021 0.00085988 0.000960264 0.00172568 0.00373947 0.00227668 0.0104814 0.00325791 0.000114823 -0.00428344 -0.0172903 0.00165942 -0.000725 0.000406293 0.00395498 -0.00344324 -0.00688508 -0.00142548 0.00242741 0.00338383 0.00181166 -0.0140254 0.00410464 -0.00557519 -0.00165873 0.0069417 0.00247996 -0.00717151
internal_weight=385.662 4.68859 1.2312 380.973 378.266 260.123 115.603 94.9926 20.6104 89.6446 144.52 37.5619 6.73861 106.958 118.142 99.8121 51.9355 47.8766 18.3304 13.0205 48.2444 46.2524 42.0736 5.32123 36.7524 8.33025 7.43992 28.4221 18.549 33.4882
internal_count=4034 757 64 3277 3223 1853 722 622 100 589 1131 271 63 860 1370 1016 638 378 354 195 630 516 500 127 373 185 179 188 115 263
is_linear=0
shrinkage=0.0180931


Tree=212
num_leaves=31
num_cat=0
split_feature=1 2 4 1 1 0 3 4 1 0 0 1 4 0 3 3 4 4 3 2 4 2 4 2 0 2 1 0 0 3
split_gain=2.25095 1.60455 1.49322 2.64538 1.75534 4.31492 3.76233 2.94492 4.48262 2.82549 4.29256 6.29855 2.6626 2.60692 3.77342 2.67956 4.52957 3.70742 2.64263 5.13231 2.62165 4.97867 3.58785 4.05026 2.60821 3.07686 3.41476 3.67296 2.54899 2.52951
threshold=83.740093847200015 0.20949500000000004 32.051492741500006 68.34060567600001 66.964115113200009 90.297243227400017 0.13377000000000003 38.400997490450003 65.020359884900017 91.937202686950016 90.633300493650012 67.649671936450019 43.89540535710001 86.329079026800017 0.080770000000000022 0.092835000000000015 41.872294782850005 41.319407281650008 0.098105000000000026 -0.067109999999999989 41.942745071500006 -0.097294999999999993 41.385032804600009 0.13006000000000004 85.764502819450016 -0.083064999999999986 61.977025281250008 67.04476885710001 86.89903215050002 0.085665000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 9 29 13 10 11 -6 -11 20 -15 16 17 -16 -17 -20 22 -22 23 -9 25 -23 27 -27 -18 -4
right_child=1 -3 4 -5 6 -7 -8 8 -10 12 -12 -13 -14 14 15 18 28 -19 19 -21 21 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.029034415963075669 -0.020825872750767877 0.0063589677889865897 -0.0027574636958237792 0.0046116455982892221 0.023829029846380859 0.01251180402236751 -0.026400867814522968 -0.004276180035586474 -0.020787947617292715 0.0011808735556143586 -0.022090802133746777 -0.025601114063373853 -0.0092744100608095348 0.012045650173035273 -0.0032762806975617132 0.013826576239989147 0.010727630995109374 -0.02643447551132044 -0.015327124906375318 0.0077264508320631815 0.00092140694533800389 -0.023242300840705873 0.0088083312790389317 0.015965096317770707 -0.022322134684673346 0.027291222189833278 0.013797913336709667 -0.02197390866245982 -0.0044278458407455657 0.010845046019499234
leaf_weight=1.7684621615335339 3.1413312994409344 1.1574322795495389 7.1730299913324442 1.8759285379201172 2.5567692220211011 14.552725851535795 2.1731934137642375 32.964425408281386 3.7946911919862023 134.34258460113779 5.4755322309210896 1.6537399920634923 10.209711714182047 16.416220348328352 6.5403347834944743 9.8902888074517268 8.861679784953596 4.5778749547898769 5.2504801005125072 13.268427222967146 23.688629956915968 3.1289392281323636 18.041356739588082 4.3603995963931075 6.9675653241574755 0.72435128875078048 3.6359342504292727 3.1673029228113592 8.4409767612814885 20.677044045180082
leaf_count=77 693 64 115 23 6 72 46 229 49 1023 69 55 371 118 32 34 32 38 29 55 239 61 98 18 70 4 49 118 41 106
internal_value=0.000694847 -0.0135064 0.000857131 -0.0117153 0.000980124 0.00213269 -0.000612441 0.00138335 0.000428146 -0.000249086 -0.0105689 0.00441461 0.000442418 0.000901934 0.00371055 0.00130283 -0.00298204 -0.0128116 0.00558945 0.0011903 -0.00122594 -0.00498851 0.00158159 -0.00191153 -0.0129321 -0.00679255 4.49962e-05 -0.0128042 0.00333414 0.0073416
internal_weight=380.477 4.29876 376.179 3.64439 372.534 216.123 156.412 201.57 173.72 154.238 9.68604 4.21051 144.552 169.925 73.2463 56.8301 28.4209 11.1182 28.4092 18.5189 96.6789 41.3127 55.3662 37.3248 17.6241 10.6565 7.52759 3.89165 17.3027 27.8501
internal_count=4034 757 3277 100 3177 1607 1570 1535 1314 1524 130 61 1394 1265 379 261 143 70 118 84 886 541 345 247 302 232 171 122 73 221
is_linear=0
shrinkage=0.0197371


Tree=213
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 4 2 1 1 0 2 3 2 0 1 2 4 3 3 4 3 3 1 4 2 0 4 3 4
split_gain=9.42934 7.84282 4.83172 6.1182 3.90859 4.1473 3.75705 3.74931 3.56068 5.01912 3.64065 3.4965 4.537 4.90319 3.47991 4.17181 3.09665 3.09602 3.09391 3.02876 5.45395 2.9942 2.88059 2.81936 2.79941 2.69535 2.68343 2.49184 2.64486 3.27389
threshold=70.206395618550019 85.705356740550016 96.039789794050009 103.48144189910001 0.10184000000000003 48.226196960950006 43.89540535710001 -0.25236500000000001 71.096275259700022 70.776348742200014 95.262825394300009 0.22598000000000004 0.09450500000000002 -0.58559499999999998 76.451683855550016 62.00390986255001 0.059320000000000012 35.171584490050009 0.10608500000000003 0.082535000000000011 40.00488309970001 0.097015000000000032 0.076615000000000016 72.187789260650007 48.96897326980001 0.10957500000000002 67.04476885710001 38.064633603500006 -0.24238499999999999 40.750688432250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 6 5 14 11 -8 9 10 -2 12 16 -14 26 27 19 -6 -19 20 -4 -13 23 -10 -7 -15 -1 -16 -29 -30
right_child=2 -3 3 -5 17 24 7 -9 22 -11 -12 21 13 25 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0028647894753862937 -0.0045255551196772478 0.0011412126429401564 0.00054100468085553893 -0.0026534658670726349 0.0046568494376201409 0.0029988625609349896 0.0028430501673964471 -0.0046876426837255793 0.0021782356390905862 0.0027727547217818961 0.0027313822856143569 -0.0051255553221805951 0.0022072887603879709 -0.0023930852335358591 0.0022900366547771609 -0.003191235376248729 0.0026368500666390403 0.0025794832638505313 -0.0015686725872601644 0.0011984744317701849 -0.0058315013121919747 0.00039946811037345109 -0.0045982761625927952 -0.0045489535157371705 -0.00091853488960259876 0.0019596685315068528 -0.0043750249977544328 0.0027373737211415922 -0.0054231411441536025 -0.00050712322072541598
leaf_weight=0.92717702314257522 4.6374099627137202 240.61454528570175 7.9645910635590536 13.7378485747613 3.6195525527000418 6.3817917108535749 1.418136194348335 4.551311836577951 2.4638633355498305 4.7765273936092854 1.4951182678341863 3.3485109880566588 6.6352181285619762 17.251339713111523 5.9494157619774404 9.1650744425132853 17.437608391046524 5.5497223734855634 6.2548006121069193 37.310802161693573 3.0329199340194464 3.0794525742530823 9.9320751056075078 1.7373022297397254 5.6024603694677353 2.6893220245838156 8.6363679757341725 2.9161447286605897 2.779084093868728 10.92546922713518
leaf_count=15 98 1056 54 920 14 19 5 148 15 19 5 46 29 150 25 193 56 20 47 166 37 16 266 62 34 11 372 14 29 93
internal_value=0.000399627 0.000797108 -0.000457168 -0.000115974 -0.000407958 -0.000926918 0.000216913 -0.00289861 -0.00207111 -0.000335407 -0.0027563 0.000405247 0.000606042 -0.000804034 -0.0015347 -0.00089027 0.00117602 0.00138481 0.000381522 0.000648717 -0.00121642 -0.00247868 -0.00341086 -0.00060365 0.00116754 -0.00180605 -0.00367313 4.40863e-05 -0.000759857 -0.00150402
internal_weight=452.821 309.322 143.499 118.457 68.7071 53.283 104.719 5.96945 25.0423 10.9091 6.13253 98.7498 92.3218 26.5759 41.2987 31.7352 65.7459 15.4241 11.8045 48.3083 10.9975 6.42796 14.1332 4.20117 11.9843 19.9407 9.56354 22.5701 16.6207 13.7046
internal_count=4034 1931 2103 1638 875 794 718 153 465 122 103 565 503 190 741 354 313 81 67 257 91 62 343 77 53 161 387 161 136 122
is_linear=0
shrinkage=0.00404408


Tree=214
num_leaves=31
num_cat=0
split_feature=1 2 1 3 3 1 1 0 3 4 4 3 1 4 2 0 0 4 3 1 1 3 3 1 4 2 4 1 1 1
split_gain=2.13447 3.09681 2.46164 2.23205 2.45102 2.11572 1.91566 3.72393 4.05764 2.72108 4.47461 3.99277 3.87984 2.58976 2.51452 1.52211 3.0918 2.61514 2.45312 1.99194 5.68887 1.56453 1.61615 4.34712 4.4307 3.82235 3.92835 5.87083 2.518 2.7688
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 0.086230000000000015 83.468559576050012 80.468240302450013 98.142164052000012 0.083950000000000011 40.00488309970001 42.310579034350006 0.089850000000000027 73.553525990900013 33.151194885250007 -0.15352999999999997 76.451683855550016 71.332859575200004 44.952171034750002 0.10507500000000002 58.167480110400007 60.613977009100005 -0.27453499999999997 0.080770000000000022 72.378669787950017 40.00488309970001 -0.021784999999999999 37.627645350900004 62.111448187750007 75.408562100950022 71.246828915000023
decision_type=2 2 2 2 2 2 2 2 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 15 -9 12 11 -11 -10 -14 -12 16 17 -1 -18 -17 -21 -22 23 25 -25 26 -23 -28 29 -24
right_child=1 -3 -4 -5 -6 -7 -8 8 9 10 14 -13 13 -15 -16 19 18 -19 -20 20 21 22 28 24 -26 -27 27 -29 -30 -31
leaf_value=-0.020358346985153108 -0.02173421784346681 -0.017736268854363899 -0.020935818751400596 -0.01700488796071338 0.023720109034463845 0.022209476394199165 0.0084413376187535364 -0.022635688336711389 0.014426590372760239 0.018845309023522838 0.002671985409035493 -0.0024830394857328305 0.0064585860840876428 -0.024698866305766641 -0.026375840110945778 0.011710034054867625 -0.022290493449396875 0.0060623555385070508 0.02205060492077578 -0.020967675582807564 -0.010318120218288207 -0.014694716748167063 0.0013189867851245078 0.0030881430413530154 -0.027214628169416607 0.014318678523066116 -0.0038020218732940153 0.012960485057662941 0.0093669566360897166 -0.0064413616665362971
leaf_weight=1.7585142285097379 1.1313904423732308 5.8826142351608706 1.5407276148907838 1.2086232416331766 3.0417301077395678 0.68121082242578257 12.872488558758048 4.6958092269487706 1.7108907401561753 6.2104833722114581 1.9137668972834943 7.5441509373486042 1.2774483468383548 5.4614136880263686 2.9228561827912918 7.4462531525641671 4.4425591053441158 8.3931057900190336 0.54344134032726277 4.3504353761672965 4.1261950540356329 4.2559423577040425 193.02409142442048 4.6786139272153369 3.1221610237844288 17.339446823112667 14.733304465189574 18.033719691447914 13.527863327413796 19.659777747001499
leaf_count=173 85 442 398 17 14 4 88 154 5 21 13 53 13 93 41 33 212 48 2 64 51 33 1203 25 105 83 87 178 82 214
internal_value=0.000692196 -0.00700377 0.00129947 0.00694993 0.0129142 -0.00521932 0.000977299 0.000703699 -0.00573227 -0.0027969 0.00141609 0.00714712 -0.0120664 -0.0187925 -0.0148821 0.00134313 -0.00475386 0.00148563 -0.0174576 0.00164643 0.001394 0.00172659 0.00189893 0.00471223 -0.00904016 0.00668564 0.00311076 0.00542342 0.00112583 0.000601646
internal_weight=377.531 13.4863 7.60368 6.06295 4.85433 1.8126 364.045 351.172 31.7368 27.041 18.5913 13.7546 8.44975 6.73886 4.83662 319.435 15.1376 10.1516 4.986 304.298 296.852 292.501 288.375 62.1632 7.80077 54.3624 37.023 32.767 226.212 212.684
internal_count=4034 960 518 120 103 89 3074 2986 393 239 128 74 111 106 54 2593 435 221 214 2158 2125 2061 2010 511 130 381 298 265 1499 1417
is_linear=0
shrinkage=0.0196999


Tree=215
num_leaves=31
num_cat=0
split_feature=1 2 1 3 3 1 1 1 1 0 3 0 1 4 1 2 3 4 4 3 0 3 4 0 4 4 4 1 0 3
split_gain=1.8278 2.66584 2.18386 1.89331 2.09337 1.85293 1.60131 2.4079 1.57319 3.15557 3.69907 2.41791 2.75979 3.97397 2.71465 2.46894 1.70006 1.55351 2.50992 4.47637 4.46998 2.63106 1.78253 3.62722 4.42501 3.18851 2.38488 2.04827 1.81048 2.23052
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 0.086230000000000015 83.468559576050012 87.030766598900016 87.33187390945001 80.468240302450013 98.142164052000012 0.083950000000000011 101.55650587770002 73.037342029850024 40.844669808050007 78.728807892050014 -0.081354999999999997 0.089920000000000014 35.419594101850009 33.151194885250007 0.08895500000000002 92.805574663100018 0.094375000000000028 37.038444968100009 95.117648655250022 36.620308449100001 37.828051409500013 36.364346611650006 67.649671936450019 85.667718326750006 -0.15572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 -3 -8 9 17 -11 12 -12 -14 16 -15 -13 18 19 20 -1 -20 23 24 26 27 -19 -24 29 -27
right_child=1 6 -4 -5 -6 -7 7 -9 -10 10 11 14 13 15 -16 -17 -18 22 21 -21 -22 -23 25 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.026713842562734576 -0.02221943119084252 -0.024565635773689334 -0.021461893328671312 -0.016006753116961519 0.023180987420504239 0.021357960747783535 0.029110631756509783 -0.020714159567469151 0.0079227757737397771 -0.023028734000292893 0.011235694405377989 0.020641089827409614 -0.02582960789197189 0.0059821063839358346 -0.010907625016530311 -0.016748835308004972 0.00054373394475183635 -0.00044574831537556766 -0.00077057786359705578 -0.031735627572488406 0.022465302866008199 0.017277074007607023 0.017274636243444247 -0.027683477919061249 -0.018298294309561126 0.0041911009808601662 0.021263894985785872 0.00020313755010781999 0.0015034788038179132 -0.0063310725003898902
leaf_weight=1.0857437059748947 1.030763008398935 3.8949588395189476 1.4000487626763058 1.1909242551773784 2.8923806138336658 0.65773652726784337 0.66514111612923421 0.99802681081928313 12.718905284069477 4.2979470768477794 2.651240915060046 4.0079459873959404 4.9449344445019952 5.0629880540072918 3.0649273740127683 3.2148312516510469 3.0501915141940117 7.0561472717672604 5.0740867597050956 1.7547755800187586 2.5390776693820953 9.6374197807162982 8.1674942765384895 2.5709030069410792 4.4784320611506692 11.808798993006347 2.9539692178368568 4.4776732930913559 226.73899181792513 27.823468689806759
leaf_count=71 85 155 398 17 14 4 5 282 88 154 14 20 75 25 46 30 29 82 40 20 8 43 45 30 35 157 13 34 1530 485
internal_value=0.000648202 -0.00690575 0.00126643 0.00677957 0.0127035 -0.00524433 -0.0174506 -0.000788019 0.000915927 0.0006587 -0.00559548 -0.00271334 -0.00765368 -0.0114411 0.00503363 -0.00284584 0.011956 0.00125797 0.00671662 -0.00514019 0.00773466 0.0110523 0.00088756 -0.00547799 -0.00153777 0.00127676 0.00596073 0.0112296 0.000804279 -0.00319589
internal_weight=371.911 12.73 7.17185 5.7718 4.58088 1.6885 5.55813 1.66317 359.181 346.462 30.295 25.9971 15.874 13.2228 10.1231 8.27782 7.05814 316.167 20.0911 5.3796 3.62482 14.7115 296.076 17.0595 14.4885 279.016 10.0101 12.6452 266.371 39.6323
internal_count=4034 960 518 120 103 89 442 287 3074 2986 393 239 144 130 95 55 49 2593 182 99 79 83 2411 160 130 2251 95 79 2172 642
is_linear=0
shrinkage=0.0202855


Tree=216
num_leaves=31
num_cat=0
split_feature=0 0 0 4 1 0 3 3 3 3 3 3 4 4 0 2 0 2 1 0 3 4 4 4 4 3 2 2 2 0
split_gain=4.0168 2.68921 3.29882 3.46558 3.19634 4.75391 3.04938 2.4437 5.08662 2.30823 2.8866 4.48831 2.51956 2.26336 7.78681 4.85415 3.42896 3.81823 2.65567 4.43256 4.55598 3.50138 2.61748 2.25246 6.48047 2.1972 1.96088 5.78785 2.86201 2.8608
threshold=102.89804648475001 76.451683855550016 71.332859575200004 44.952171034750002 64.407391431150018 88.606203063300015 0.10507500000000002 0.090735000000000024 0.089835000000000012 -0.27172999999999997 -0.26533499999999993 -0.23921499999999998 36.010074051050005 41.942745071500006 86.329079026800017 -0.097294999999999993 86.83719761350001 -0.06828999999999999 58.167480110400007 85.121961326250016 0.093325000000000033 38.064633603500006 44.169240047700008 42.865207177650007 42.686561923500008 0.092260000000000023 -0.59502499999999992 -0.54526999999999992 -0.58559499999999998 102.31465107045001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 13 -4 8 -2 12 -11 -12 -6 18 15 22 -16 -18 -3 20 -20 -22 25 24 -17 -15 -13 28 -28 -29
right_child=7 4 6 -5 9 -7 -8 -9 -10 10 11 26 -14 14 16 23 17 -19 19 -21 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0053027236953969428 -0.0029258931921517344 0.0046848290765643371 -0.0058062848897075647 0.0015165003545969827 0.002316606508916976 0.0037910093458230392 0.0059171979234884913 -0.0057478126972719005 0.0063511635994454351 0.0052551637020548971 -0.0068350223444292538 0.0020428614896662966 -0.0071945605683070464 0.0010916505246628514 0.0030702936331229135 -0.0051036449910951539 -0.0027083277368306906 0.0028586164117636228 -0.0066197779969356055 0.0013543468777560772 0.0033247138961613235 -0.0036165070231153709 0.0030590184254974517 -0.0063363831720017437 0.0031413311891911534 -0.004781660756666568 -0.00040421458611720774 5.3894704991215697e-05 -0.006700601670842952 0.0035912995478871602
leaf_weight=2.4636283777654198 7.4067361771594715 5.3277224153280249 5.4654603293165556 9.1098285373300296 1.0632332572713488 14.380723200738428 0.64550247788429249 4.0391466054134062 1.9408826977014539 2.7972026579082003 2.4424002086743704 12.908507937565444 2.2763125915080309 3.5212011486291903 18.990799725055695 7.5645866636186856 7.4816415160894394 5.6095473617315275 3.7469315361231548 95.278004165738821 4.2608505189418793 3.3998097255825996 5.6046644821763039 5.6970874704420558 3.6907904148101807 3.1311582885682583 3.0560802035033703 157.17073030443862 4.8749384917318812 6.1829029824584714
leaf_count=173 723 15 212 48 8 73 2 217 20 16 55 68 48 19 98 88 40 17 60 380 20 23 28 101 23 23 23 1283 98 32
internal_value=0.000316092 0.000408502 -0.001536 6.49e-05 0.000498886 0.000972734 -0.00456793 -0.00243231 -0.000999662 3.75428e-05 0.000111655 3.4567e-05 -0.00416643 0.000738875 -4.91945e-05 -0.00195468 0.00168569 -0.000322904 0.00117009 0.00099457 -0.00201034 0.000244192 0.000490866 -0.00372287 -0.00240001 -0.00167282 0.000125658 -1.88283e-05 -0.0042744 0.000187785
internal_weight=411.529 398.142 17.6844 11.5735 380.458 187.686 6.11096 13.3868 9.34762 192.772 189.433 186.636 3.33955 173.305 61.2915 29.2095 32.082 13.0912 112.013 106.686 11.4076 7.66066 12.257 16.9525 11.2554 6.65236 184.193 171.285 7.93102 163.354
internal_count=4034 3074 435 221 2639 1008 214 960 743 1631 1575 1559 56 935 437 282 155 57 498 483 103 43 70 212 111 42 1504 1436 121 1315
is_linear=0
shrinkage=0.00510104


Tree=217
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 4 4 4 4 1 3 1 3 0 3 0 2 2 4 2 2 1 1 3 2 4 3 0 1 2
split_gain=5.80826 7.69034 4.2627 4.16992 4.39816 10.5889 3.8183 3.65265 6.72317 3.89066 3.71351 3.65741 4.51473 3.58384 3.0977 3.33251 2.90247 7.14238 4.43191 6.41756 4.04613 5.11225 4.0127 3.79553 3.25127 2.73752 6.22235 4.74384 7.53301 3.30593
threshold=66.590419433100024 85.995710218650018 107.57327517365 90.297243227400017 64.407391431150018 38.625745710700009 42.599563320500003 41.827117825850003 41.605323437500005 67.192634054300015 0.12535000000000004 71.015621515800021 0.097450000000000023 104.06483731340002 0.076130000000000017 100.27142289135001 -0.061874999999999999 1.0000000180025095e-35 39.952536079750011 -0.090495000000000006 -0.13734499999999997 83.116371560950014 69.64719632740001 0.090735000000000024 -0.073609999999999995 41.289992964000007 0.087795000000000026 87.009258933850006 62.057679025150001 -0.023719999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 25 -6 7 8 9 -2 13 12 -9 16 -8 -16 18 -18 19 20 21 -11 -22 -24 -21 27 -27 28 -3 -28
right_child=2 3 -4 -5 5 -7 14 11 -10 10 -12 -13 -14 -15 15 -17 17 -19 -20 24 22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=-0.00014314989299335693 -0.0037490025640168154 0.0021422099749367628 -0.003879355031294216 0.0030508784351455792 0.001160322016723219 -0.0054150369921081394 -0.0042211320325555111 -0.0051104253654330354 -0.0054799982418007173 -0.003193814839241449 -0.0040051228668942732 0.002208564827695604 0.0028296848920059772 -0.004032565777938737 -0.00016976408092582126 -0.003259825919918905 0.0024719487434945757 -0.00024239956756554664 0.0010493430828922548 -0.0055325725403769215 0.004839322366631477 0.0028441428211334057 -0.0033359578783638947 0.0017939141480890061 -0.00084625306317415475 0.001854027363791544 -3.7045207936452928e-06 0.0033163384267435566 -0.002348131426832907 -0.0037078447609704551
leaf_weight=98.938424217514694 3.8354882709681979 19.822425797581676 4.4899388779886058 16.285086117684841 11.916138134896757 5.0804014280438414 4.4605772327631703 2.4205280952155617 3.3053985824808469 8.608448049984867 3.0433650044724336 19.62076931539923 1.8279516473412512 2.7584055326879016 24.150540509261194 6.4263826878741375 25.535630954429507 31.477941775694489 22.794372268021107 5.9058434292674065 3.5145553648471823 2.6724827494472256 3.1671456135809404 6.2113857083022594 3.3882632516324573 35.519796144217253 26.506595894694332 21.180172130465508 7.4851152747869483 4.0379587411880484
leaf_count=1020 32 66 649 64 44 36 157 41 36 95 46 92 6 128 288 183 95 217 113 70 7 9 39 27 34 175 117 85 35 28
internal_value=0.000294113 0.000679775 -0.000207801 0.00123052 0.00100517 -0.000805105 -0.000118753 0.000145869 -0.000112845 3.14895e-05 0.000153259 0.00151393 -0.00169411 0.000262325 -0.0012523 -0.000819205 0.000366911 0.000973321 -0.000247595 -0.00113091 -9.54567e-05 -0.00176341 0.00136393 6.15478e-05 -0.00382413 0.00127377 0.00076871 0.00196191 0.000911388 -0.000493388
internal_weight=436.388 246.772 189.615 147.834 131.549 16.9965 185.125 150.088 126.219 122.913 119.078 23.8692 4.24848 116.034 35.0375 30.5769 113.276 57.0136 56.2625 33.4681 24.174 11.2809 12.8931 9.37853 9.29411 114.552 66.0644 48.4877 27.3075 30.5446
internal_count=4034 1670 2364 650 586 80 1715 1087 948 912 880 139 47 834 628 471 706 312 394 281 177 104 73 66 104 506 320 186 101 145
is_linear=0
shrinkage=0.00381357


Tree=218
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 3 4 1 1 1 0 4 1 1 3 3 2 4 3 0 2 0 1 4 0 0 2 2 1 3
split_gain=1.80319 2.43043 3.71827 1.14367 2.77952 2.38406 2.35701 1.93596 5.08608 1.7878 3.52931 2.54432 2.88502 1.94522 2.07299 4.2213 5.59414 7.13133 4.18009 5.46375 5.53473 3.20208 2.954 2.78919 3.85532 2.89344 2.84327 7.48468 4.06409 1.95825
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 76.451683855550016 71.332859575200004 0.10507500000000002 44.952171034750002 58.167480110400007 59.632689791450012 64.407391431150018 88.606203063300015 38.400997490450003 61.622148808000013 61.901748453550006 0.087795000000000026 0.085820000000000021 -0.081354999999999997 42.388109226950007 0.091645000000000018 87.278104746850019 -0.093879999999999991 86.643628628100018 62.014663695050011 41.50623664750001 87.170566421650008 85.812895065800021 -0.087234999999999993 -0.08262499999999999 62.084563606450011 0.10065000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 -5 -9 10 11 -10 -13 -14 15 16 17 -15 19 20 -16 22 -18 24 -20 29 -27 -28 -29 -25
right_child=1 -3 -4 7 5 -7 -8 8 9 -11 -12 12 13 14 18 -17 21 -19 23 -21 -22 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=-0.020146512931366187 -0.0090914927320543577 -0.022021960039688607 0.023656349578496209 0.011023573827128905 -0.021959981929717584 0.021984745326383101 0.0055039682315335819 -0.024479901637184519 0.010128213354010427 -0.00023294578825436697 0.01288764670544666 -0.016266068115806383 0.0092844848433631215 0.0012107487165133248 0.00026467018767899859 0.01246764257075731 0.0070893118073688186 -0.028513581647990456 0.0017516505184540978 0.013934435161085904 -0.027393129480437959 0.014393359253076676 -0.013097600454953047 0.014371235410146649 0.019921452944174987 -0.022329056352526647 0.019323415732466456 -0.024508579770766169 -0.00098346002326531266 -0.0052796423622521764
leaf_weight=1.6368219091091294 5.543747029732911 3.0622180493082851 1.7433986461255697 7.3683501426130524 4.1321542654186478 0.53318525850772847 8.4180982094258052 2.9961307076737276 12.798558814451097 177.67715303227305 11.854546181857584 3.6018077395856372 11.167476110160349 8.1852433234453148 4.5222415514290324 15.017434278503059 7.1490432247519546 4.9575988678261629 22.848950378596786 2.7613932043313971 7.1340171126648775 9.8655809238553029 4.5299905342981219 4.7809151150286215 5.5526970922946921 3.9642856419086412 3.9803624674677804 5.2265355847776025 6.0733133144676685 3.2644038591533899
leaf_count=173 723 217 20 33 212 2 48 54 76 1631 73 24 44 34 19 75 28 78 90 8 74 82 31 23 21 24 10 48 28 31
internal_value=0.000648749 -0.00740089 -0.0012568 0.000878884 -0.00446075 -0.0169377 0.00132837 0.00110522 0.000890214 0.00111583 0.0026208 0.00179499 0.00100252 0.00147739 0.000749711 0.0038051 5.47752e-05 -0.0100015 -0.00141645 -0.0108026 -0.0166628 0.00618942 -0.000740661 0.00101347 0.00530396 -0.00345182 -0.00756956 -0.00374037 -0.0118646 0.00639785
internal_weight=372.348 10.3494 7.28715 361.998 14.7203 4.66534 10.0549 347.278 339.91 336.914 159.236 147.382 134.583 130.981 119.814 49.7049 34.6875 13.1428 70.1091 14.4177 11.6563 21.5446 11.679 55.6915 28.4016 27.2898 19.2445 15.2802 11.2998 8.04532
internal_count=4034 960 743 3074 435 214 221 2639 2606 2552 921 848 772 748 704 328 253 112 376 101 93 141 59 275 111 164 110 86 76 54
is_linear=0
shrinkage=0.0195584


Tree=219
num_leaves=31
num_cat=0
split_feature=0 0 1 0 3 3 0 1 4 3 4 2 1 4 1 1 4 1 4 0 0 4 4 2 1 1 2 3 4 4
split_gain=8.06658 6.09836 5.53154 5.47547 4.50638 4.33455 4.2228 6.52582 3.61711 5.24288 3.60821 3.83251 4.36456 3.5332 5.64481 4.56866 3.45982 11.6155 7.2936 3.69426 5.8663 6.47518 3.45022 3.39947 3.27269 8.99396 5.6637 4.34036 3.58285 7.54494
threshold=98.142164052000012 85.705356740550016 66.590419433100024 90.297243227400017 0.10184000000000003 0.086230000000000015 96.682331287150021 72.378669787950017 35.171584490050009 0.11531000000000002 48.226196960950006 -0.14138499999999998 62.052302108850007 39.110279783550006 75.806453904250006 73.553525990900013 38.625745710700009 64.02831883475001 42.779078631750004 85.995710218650018 85.812895065800021 40.636252116050009 41.898943182100005 -0.59502499999999992 62.095317438950012 62.041548276350007 -0.08854999999999999 0.089305000000000023 41.50623664750001 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 16 10 -2 7 -4 -6 -10 11 23 22 15 -15 -7 -3 19 -19 20 -18 -22 -13 -1 25 28 -27 -28 -21 -30
right_child=5 2 6 -5 8 13 -8 -9 9 -11 -12 12 -14 14 -16 -17 17 18 -20 24 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.003383866921221806 -0.0019783285732274166 0.0021120008793043777 -5.4480912446278351e-05 0.0028616356302280329 0.0039456902578704081 0.0038507437092674336 0.0010366559799819619 -0.0039460110422434866 0.0016950642679116295 -0.0031338657170273737 0.00075075455193104651 0.00078711440118459043 -0.0039597619229563875 -0.003251934378877973 0.00081204671083200347 -0.0024254398184152624 0.0013283296199307964 -0.005350628266027036 0.0013096866189606685 0.0022692971290291688 0.0008310889829116516 -0.0037559099712627573 -0.0017298398321086536 -0.0033909079825813039 0.0018378283623288947 0.001464338355863031 -0.0049065709741684862 -0.00055264539256705031 -0.0017078063625576123 0.0023712316629665871
leaf_weight=0.91780707240104575 22.418202551547438 22.518548481166363 77.745361650362611 17.517538070678711 4.0404313355684307 1.5051424801349629 40.145965602248907 5.2875465070828787 8.6313061527907831 3.6864378079771987 12.388876512646673 16.36252883635462 4.0345633532851926 4.4491413570940486 33.441491953562945 11.620444652624426 14.985035099089147 5.7210506945848447 2.8202202022075653 25.65617311745882 6.3916235715150815 7.9131205379962921 10.131655178032814 11.682345727458594 50.540216289460659 4.8772529438137999 5.8460983335971815 4.7825478315353394 10.190657660365106 10.659236028790472
leaf_count=3 790 76 589 64 14 3 179 154 36 34 53 107 82 43 346 250 58 39 13 86 21 57 186 367 217 15 43 21 55 33
internal_value=0.000293554 0.000489698 0.000693805 0.00105587 -0.000400826 -0.000736053 0.000134091 -0.000302294 0.00116273 0.000249869 -0.000861524 -0.00132465 -0.000675523 -0.000190156 0.000334852 -0.00170573 0.000872923 0.000687382 -0.00315148 0.000918545 -0.00015377 -0.00170635 -0.000175395 -0.00289743 0.0011976 0.000675804 -0.00155975 -0.00294744 0.00142118 0.000377549
internal_weight=458.909 385.474 313.598 190.419 71.876 73.4344 123.179 83.0329 16.3582 12.3177 55.5178 43.1289 30.5287 51.0162 37.8906 13.1256 172.902 150.383 8.54127 141.842 29.2898 14.3047 26.4942 12.6002 112.552 62.012 15.5059 10.6286 46.5061 20.8499
internal_count=4034 2602 1720 798 882 1432 922 743 84 70 798 745 375 642 389 253 734 658 52 606 136 78 293 370 470 253 79 64 174 88
is_linear=0
shrinkage=0.00338955


Tree=220
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 3 0 0 1 2 2 1 4 1 3 3 1 0 3 3 0 4 3 1 3 2 0 1 3
split_gain=6.34806 6.31693 4.07073 4.82783 4.82779 5.71789 4.52781 3.87298 3.7994 4.47201 3.39511 5.4712 3.97127 6.68921 3.32724 3.11403 3.40507 5.0807 4.89025 3.35594 4.58036 4.01378 3.35338 2.98501 2.68929 2.62841 3.52341 3.29518 2.43426 5.76092
threshold=70.206395618550019 85.705356740550016 107.57327517365 96.039789794050009 71.096275259700022 70.776348742200014 -0.10747999999999999 95.262825394300009 97.878695155250014 78.10777406390001 -0.59681499999999998 -0.092710000000000001 81.479100559500012 42.402981339000007 83.116371560950014 0.10184000000000003 -0.15572 61.982402197500001 71.131225215400022 -1.0000000180025095e-35 0.078905000000000017 78.626646483100004 37.999598532650005 0.076615000000000016 72.187789260650007 -0.25095999999999996 -0.23349 76.451683855550016 72.752365468100024 0.09180000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -2 -8 28 -11 14 -13 -14 -12 16 18 19 -1 22 -21 -22 -18 24 -6 26 27 -20 -10 -30
right_child=2 -3 -4 6 23 -7 8 -9 9 10 11 12 13 -15 -16 -17 17 -19 25 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0048871676710383121 -0.0044794096915893363 0.00097125946980274166 -0.0041101107486649652 -0.0045649100827828823 0.0022193588734595042 0.0033712833211486742 0.0012295734046921965 0.0030290511434934542 0.001309842651299133 0.0034840942832070382 -0.0047702296548154744 0.0015179624029845172 -0.0051081779677601682 0.0035801228756911605 0.00046237754345132234 0.0011829498001535092 0.00074251514139226477 -0.0040039417404444007 -0.0064339076752346824 0.0037592019361587185 -0.0049887281909738951 0.00014966863977248604 -0.0051964014431183586 -0.0045984199064099032 -0.0044990324258108345 0.0039999480484140659 0.0024730148181047683 0.0010588959977713734 -5.0609908651469289e-05 -0.0044836888424388587
leaf_weight=2.2227975223213425 4.3354372465983051 228.94846482202411 4.6532171764411023 3.3012391626834861 2.4121902957558623 4.928257018327713 39.795515717938542 1.5131243094801901 3.4635735061019686 5.1434635249897829 5.4461256689391977 24.661328777670867 4.12926663737744 2.2272279700264335 3.1211805986240506 15.234779220074413 2.3964971685782031 10.104210780933498 1.8956491826102131 4.524113707244406 3.0825018174946299 12.742387861013411 4.4068712070584297 10.106730890460311 1.6302529871463773 4.7605310529470435 5.1368108317255965 1.9380551762878893 9.1451483871787804 10.041760120540856
leaf_count=115 98 1056 649 94 15 19 172 5 37 27 159 125 81 23 98 81 53 250 31 15 63 84 104 266 62 19 46 14 61 112
internal_value=0.000315226 0.000649266 -0.000394076 -0.00026637 -0.00187268 0.000164954 9.6051e-05 -0.00253684 0.00023962 -0.000345068 0.000395718 -5.56814e-06 0.000783926 -0.00206392 -0.00286392 -0.0004278 -0.000888976 -0.00155786 0.000673058 -0.000647605 0.000173789 -0.00085123 -0.00310441 -0.00342465 -0.000490061 0.00157315 0.000285288 -0.00264607 -0.00180792 -0.00237073
internal_weight=437.449 297.394 140.055 135.402 24.926 10.7768 110.476 5.84856 107.175 67.3791 44.7286 39.5851 31.0178 6.35649 8.56731 68.4452 53.2104 37.2566 15.9538 27.1524 20.349 15.8249 6.80337 14.1492 4.04244 13.731 8.97052 3.8337 22.6505 19.1869
internal_count=4034 1931 2103 1454 465 122 989 103 895 723 513 486 229 104 257 875 794 569 225 319 162 147 157 343 77 110 91 45 210 173
is_linear=0
shrinkage=0.00404071


Tree=221
num_leaves=31
num_cat=0
split_feature=1 2 1 3 3 1 2 2 4 4 2 3 4 2 3 1 4 3 3 2 4 1 0 0 2 2 0 2 2 2
split_gain=1.78851 2.64362 2.16759 1.70067 2.00434 1.76982 1.51272 3.65583 3.53067 4.85467 5.58378 5.37878 4.42055 3.08777 2.09542 4.91287 2.70987 2.98175 2.7045 1.96147 3.26549 4.02396 5.32927 3.62659 3.7502 5.63131 3.62365 3.27273 2.25834 2.84871
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 0.086230000000000015 83.468559576050012 -0.22403500000000001 -0.16276499999999997 39.792680591700012 35.782584506850007 -0.26894999999999997 0.084360000000000018 40.00488309970001 -0.15076499999999998 0.09914000000000002 75.408562100950022 47.927946529500012 0.08376500000000002 -0.25095999999999996 -0.11572 41.685324604100011 80.468240302450013 97.752337623100019 85.57631075030001 -0.088224999999999984 -0.096529999999999991 67.04476885710001 -0.099639999999999992 -0.075639999999999999 -0.032369999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 8 -8 9 10 -1 -11 -10 -9 15 16 17 -14 -18 -15 -21 22 23 26 25 27 -22 -25 -26 -30
right_child=1 -3 -4 -5 -6 -7 7 13 12 11 -12 -13 14 19 -16 -17 18 -19 -20 20 21 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=0.013951453650227404 -0.021018648991049362 -0.016769188953210321 -0.020365907632962151 -0.014027347946506549 0.021594859123737205 0.01971238923775278 0.015138765409689229 -0.016299377772673179 0.024751214111193694 -0.00036278027663204192 -0.028545325049904719 -0.032209408272531034 -0.017972485354165003 0.0056083964151673344 0.0076676073538632086 -0.029365804532459128 -0.0073726428237125032 0.00069569673085683012 0.011205751825525124 0.0023574548789882938 0.025219821398819117 0.015952638985462481 -0.020386067807380365 -0.0098876838575639083 0.0061131545850960194 -0.019615829812446417 -0.021528788978995114 0.011356856596497716 -0.011992642025596495 0.0017960293583094275
leaf_weight=4.4411861728876829 1.0093429726548491 5.3375400365330261 1.3957686692010609 1.1952162273228166 2.8676712149754167 0.65332217281684268 7.0830523231998077 3.7346274093724778 2.6931747719645491 3.2265329863876087 1.5508745287079353 5.069779790006578 5.4644938148558193 35.292173562571406 8.3683745898306352 2.4576140353456131 4.2907159551978102 7.6117273103445768 9.0730421394109708 168.05445312242955 0.69686035066842933 4.3365696966648093 6.1465126276016226 5.1041603647172451 25.869654160924252 8.533990638330577 5.3417042619548738 5.7136589642614144 7.4579107491299501 22.009789951611317
leaf_count=33 85 442 398 17 14 4 47 113 7 52 78 62 252 262 44 40 25 53 44 1055 4 14 91 57 175 94 213 26 57 176
internal_value=0.000672084 -0.00651003 0.00117937 0.00643165 0.0118292 -0.00501393 0.000920903 0.00144798 -0.00204614 -0.0102723 0.00295237 -0.0198239 0.00089532 0.00112288 -0.000828722 -0.00328915 -0.000865309 -0.00710565 0.00524077 0.00134378 0.000763259 -0.00217402 -0.00307886 -0.00176111 -0.000599084 -0.00790523 -0.0161339 0.00133307 0.00195592 -0.00169371
internal_weight=372.081 12.4589 7.12132 5.72555 4.53034 1.66267 359.623 305.375 54.2475 14.2884 5.99206 8.29631 39.9591 298.292 37.266 28.8976 26.44 13.0762 13.3638 294.557 259.265 91.2108 86.8742 80.7277 74.6892 19.3518 6.03856 10.8178 55.3374 29.4677
internal_count=4034 960 518 120 103 89 3074 2384 690 225 111 114 465 2337 458 414 374 305 69 2224 1962 907 893 802 585 177 217 83 408 233
is_linear=0
shrinkage=0.0192815


Tree=222
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 0 0 1 1 3 4 1 2 4 4 2 1 2 3 4 2 2 3 4 0 0 0 4 1 0
split_gain=1.62796 1.42689 4.48845 4.45431 4.58825 2.12638 4.16379 4.41451 3.26518 3.01376 2.76072 2.28692 2.44756 4.77823 5.30419 3.68626 3.28764 3.12926 2.90636 2.66591 2.66367 2.88987 2.42807 2.68526 2.32482 5.0393 3.48848 6.76908 2.45873 2.27884
threshold=0.36215000000000008 66.590419433100024 90.297243227400017 89.953120586650016 0.20949500000000004 91.937202686950016 91.394134144600017 67.940025414550021 67.192634054300015 0.13377000000000003 43.89540535710001 68.910558799650019 -0.059424999999999999 38.244973486750006 35.050303764500008 -0.016334999999999999 73.037342029850024 -0.59502499999999992 0.092650000000000024 39.184300550350009 -0.074349999999999986 -0.079634999999999997 0.098105000000000026 41.092444989200011 101.10215645365001 98.142164052000012 96.682331287150021 37.311503175250003 81.479100559500012 94.047642319350018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -3 -7 10 11 -10 13 14 16 29 -13 -15 20 -20 21 -19 -21 -24 25 26 27 -17 -26 -14
right_child=-2 5 -4 -5 -6 8 -8 -9 9 -11 -12 12 15 17 -16 24 -18 18 19 22 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0011536060556680298 -0.017472133120899069 0.0092396436582301705 0.016619836531843339 -0.030159180835042959 0.02435736127004889 -0.043735398759691603 -0.032932622231811329 -0.03294026929836652 0.013465896788186825 -0.030904582788840257 -0.011463401126134873 0.019856005637417493 0.027524316725942913 0.014781649103349403 -0.027520331998220422 0.012684783471001364 -0.028496144707495501 0.0015051095342697148 0.0095688381258494139 -0.030304695914124838 -0.020094217741785398 0.024423257628367855 -0.021806761645312658 0.009012460199855906 0.01390388846183877 -0.031027007940529108 0.012495614094289393 -0.022770416539476281 -0.012619663764186592 0.0082386594909204715
leaf_weight=185.60461199376732 2.8641756006982169 5.9511371441185457 12.06654819101095 2.6109435930848113 5.1674379091709843 1.0018818229436863 3.510132263880223 1.9413498407229779 8.9208460003137571 1.8076603539520864 10.302280956646426 2.9669164903461924 4.9411281943321255 7.9392796846804989 8.0974317189538834 5.5497506558895164 1.1516216808231545 28.24155682651325 2.9486162124667308 4.4509400569368136 2.9208492937032409 3.6674399557523421 3.5076607207302004 3.1798881196882576 10.235154666006563 3.5364807154983273 8.3764920607209188 7.429695988073945 2.5820565760368472 13.464254223508759
leaf_count=1547 109 27 63 20 25 8 53 62 29 51 597 8 16 63 209 20 83 385 24 77 37 17 36 28 49 41 32 80 148 90
internal_value=0.000768054 0.000911551 0.00224766 0.00135087 0.00178213 -0.000818986 -0.0109238 -0.00113554 -3.63377e-05 0.000263087 0.000653229 0.00158404 0.000737336 -0.00232381 -0.0161059 0.00450531 0.00633582 0.000637384 -0.00165825 -0.0109676 0.00210697 0.00413919 -0.0164041 -0.00715241 0.000156111 -0.00417143 0.000275779 -0.00761049 0.00856066 0.0134161
internal_weight=366.936 364.072 205.45 193.383 190.772 158.623 11.4026 7.89249 147.22 146.218 144.41 134.108 125.187 69.0722 12.216 56.115 4.11854 56.8562 48.917 14.0871 34.8298 31.909 11.1385 6.68755 37.7096 24.8924 21.3559 12.9794 12.8172 18.4054
internal_count=4034 3925 1655 1592 1572 2270 142 89 2128 2120 2069 1472 1443 967 300 476 91 667 604 165 439 402 141 64 370 173 132 100 197 106
is_linear=0
shrinkage=0.024289


Tree=223
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 3 4 1 1 3 4 4 4 1 1 1 1 0 3 4 0 4 4 4 4 3 3 4 1 2
split_gain=1.38972 2.26193 3.30196 1.12416 2.37675 2.09908 1.95789 1.68642 4.63131 1.58797 2.48726 2.11695 1.94747 1.62656 2.03302 1.6528 2.40864 3.46343 4.12313 4.01117 2.81997 2.80829 2.63647 2.55663 4.28934 2.5891 4.56707 3.39159 3.85282 5.74152
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 76.451683855550016 71.332859575200004 0.10507500000000002 44.952171034750002 58.167480110400007 59.632689791450012 -0.27628999999999998 32.724174661450007 34.41230404325001 35.419594101850009 61.622148808000013 61.901748453550006 61.977025281250008 64.407391431150018 87.170566421650008 0.11531000000000002 41.319407281650008 86.83719761350001 43.157831852650006 42.536568606950006 43.047778594550003 44.169240047700008 0.088350000000000026 0.09013000000000003 41.681597818500002 62.014663695050011 -0.085584999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 -5 -9 11 -11 -10 -12 -14 -15 -16 17 18 20 -19 23 22 -21 25 -25 27 -27 28 -17 -30
right_child=1 -3 -4 7 5 -7 -8 8 9 10 12 -13 13 14 15 16 -18 19 -20 21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.023197032103979571 -0.0098150869492984825 -0.02534845883849382 0.026578249874882418 0.011952163185064897 -0.025049743577409522 0.025031098924649876 0.0050173562443917279 -0.027912705266572135 0.012891167134742332 -0.01809810546904304 0.0089393137221606862 -0.026115584541326918 -0.01205036549491041 0.0099063088257418681 -0.0051327256099223586 0.02096557858305689 -0.00042458069067281276 0.019827142240169848 -0.015939038285578362 0.0040273804726230905 -0.012377700896427538 0.016723252064981556 -0.019123009266556419 -0.02127461980483571 0.011678195698945454 -0.02184418491460477 0.0045679515054174039 0.017405742875100105 0.010535942133662237 -0.023643722725270114
leaf_weight=1.4736058323178429 5.2218110014218819 2.6937600853852928 1.6752603156492112 7.1845050100237122 3.7868131757713845 0.47973333299159993 8.2940488317981345 2.8128879629075518 1.0156752932816737 3.3240594277158371 17.01668032631278 2.3355625802651048 4.7123429439961901 13.357642032206057 21.354447516612709 4.0331583172082928 154.69283803831786 13.09483225643635 6.3780693896114817 8.5869900211691874 5.6210851743817321 5.4919909834861746 3.5322417989373198 4.8087436361238343 3.4524522190913558 3.8488154616206911 24.744491090998054 16.472393011674285 5.4576127380132666 4.6144038811326018
leaf_count=173 723 217 20 33 212 2 48 54 10 33 99 44 29 55 125 14 1495 73 41 44 38 23 20 65 23 32 120 121 22 26
internal_value=0.000650375 -0.00782098 -0.000975348 0.000881206 -0.00537398 -0.0194186 0.000760768 0.00114097 0.00090614 0.00115333 0.00131281 -0.0142936 0.00151364 0.00109833 0.00130519 0.000903729 0.00139048 0.0039398 0.00145291 0.010373 0.00297135 0.00334332 -0.00271998 0.00425084 -0.00750325 0.00589189 0.00101273 0.0104544 0.00233651 -0.00512316
internal_weight=361.569 9.59083 6.89707 351.978 14.0342 4.26655 9.76765 337.944 330.759 327.947 324.595 3.35124 321.271 304.255 299.542 286.185 264.83 110.137 79.4312 30.7061 73.0532 17.6112 12.1192 67.4321 8.2612 59.1709 28.5933 30.5776 14.1052 10.072
internal_count=4034 960 743 3074 435 214 221 2639 2606 2552 2498 54 2465 2366 2337 2282 2157 662 502 160 461 87 64 423 88 335 152 183 62 48
is_linear=0
shrinkage=0.0225556


Tree=224
num_leaves=31
num_cat=0
split_feature=2 3 1 2 2 2 3 4 0 2 3 3 2 1 2 3 3 4 1 3 4 2 0 4 3 0 3 3 3 3
split_gain=1.28907 1.26661 1.25014 1.1942 4.56642 3.41561 3.27206 3.06908 2.76922 2.61371 3.68489 3.91702 3.10817 5.80381 3.88047 3.25451 5.38007 2.56627 2.42671 2.51818 4.65459 2.37284 2.32292 2.30835 4.51246 3.19521 3.7971 4.20321 4.31514 2.69683
threshold=0.36215000000000008 0.09450500000000002 54.879495816850003 -0.079634999999999997 -0.077085000000000001 -0.08262499999999999 -0.23921499999999998 42.558389508100007 102.21786657775002 -0.06828999999999999 -0.24663499999999999 0.082535000000000011 -0.053159999999999992 70.641925835650014 -0.044409999999999998 0.084360000000000018 0.086520000000000027 48.86568841230001 62.046925192600007 0.049900000000000007 40.00488309970001 0.20949500000000004 96.851704149400021 35.879804895950009 0.11531000000000002 102.31465107045001 0.096315000000000026 0.088435000000000027 0.091645000000000018 0.10065000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 9 -8 10 -6 -12 13 -11 -14 18 22 -4 -16 20 21 -20 -17 24 -18 26 27 -25 -29 -28
right_child=1 -3 3 4 7 -7 8 -9 -10 12 11 -13 14 -15 15 16 23 -19 19 -21 -22 -23 -24 25 -26 -27 29 28 -30 -31
leaf_value=-0.023640010476041428 -0.02911276492146303 0.0024231920149935661 -0.01854002907439737 0.017177184604970332 0.02276368392940125 -0.012168554572220824 0.0017509242617487842 -0.0075965933988151072 -0.016330449132376277 0.016837577096923038 -0.031197137938632668 -0.0035636814748832334 -0.017090052723662867 -0.015756048034660512 0.021787139078917692 -0.039439476529947969 -0.041426462201766115 0.0040741049529711892 -0.001360156778964445 0.013559782769385334 -0.027200520513875739 0.023657668502934603 -0.0034927339279151419 0.0071745081237054994 0.011289314081953754 0.020869674860058154 0.020021890526886417 -0.028682689162576169 -0.001721021268269132 0.0029306281214027076
leaf_weight=1.1117884991690505 1.5224556182511144 1.2120298997033385 8.162773351185022 10.154021406662649 2.2066265195608166 12.332828803919254 156.84762975620106 18.352968120248988 4.6201309564057729 18.094131991267208 3.3497554573696133 14.409512576879932 5.3532311879098406 3.4459607996977857 6.4457308882847455 2.4860700815916053 1.8139025964774185 3.9433134691789737 6.4738198331324401 11.579781174077651 2.8464811525773248 2.9124066652730107 1.5441155630396677 7.5049931854009655 1.6366765815764663 4.8277607408817849 6.17975552286953 6.0143928993493301 6.5931389294564724 23.468628585338593
leaf_count=125 84 25 229 101 5 148 1409 361 502 71 33 98 36 59 33 40 44 23 52 99 35 16 31 48 6 59 28 51 51 132
internal_value=0.000608998 -0.0151348 0.000730368 0.000806993 0.00221546 -0.000463489 0.000368183 0.00125112 0.00123356 0.00241777 -0.00529016 -0.00877591 0.00370861 0.0116233 0.00196331 0.00306804 5.06151e-05 -0.0111739 0.00925775 0.0058662 -0.00141673 0.0064025 -0.0256669 0.00183641 -0.0164223 0.00299056 0.00125594 -0.00646419 -0.014583 0.00649304
internal_weight=357.447 2.73449 354.712 353.601 167.694 185.907 173.574 157.54 161.468 139.187 19.9659 17.7593 119.221 21.5401 97.6809 92.3277 62.0694 12.1061 30.2582 23.8125 12.2327 9.38623 4.03019 58.0392 3.45058 54.5887 49.7609 20.1125 12.6075 29.6484
internal_count=4034 109 3925 3800 1489 2311 2163 1388 1911 1027 136 131 891 130 761 725 490 252 235 202 103 68 71 419 50 369 310 150 102 160
is_linear=0
shrinkage=0.0230185


Tree=225
num_leaves=31
num_cat=0
split_feature=1 2 2 2 4 4 4 1 4 0 4 3 4 4 0 0 1 0 3 3 3 4 3 1 2 0 2 3 0 1
split_gain=1.23324 1.50807 1.08281 6.89969 1.63994 2.05613 2.11998 2.06087 1.84759 1.52958 1.50871 2.55705 1.50534 3.96156 3.14135 3.01991 2.64533 4.76756 2.58376 1.35579 2.78993 3.99179 2.42875 1.98896 4.61328 4.35738 1.7788 1.71839 1.32319 1.28106
threshold=83.740093847200015 0.20949500000000004 -0.58559499999999998 -0.50001499999999999 43.487767439550005 41.066313126200008 39.792680591700012 76.279622535200005 36.893814626400008 99.994511703900017 49.122847560300009 -0.11223 47.927946529500012 44.421469061800003 67.04476885710001 75.462331263550013 58.167480110400007 81.87699236280001 -1.0000000180025095e-35 0.41214500000000009 0.10507500000000002 38.179089776100007 0.10721500000000002 64.02831883475001 -0.020814999999999997 86.565663342300013 -0.085584999999999994 0.11768500000000003 89.953120586650016 65.536543845950021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 9 5 6 8 -7 -1 -4 12 -12 13 15 -15 -5 -17 -18 -14 20 29 27 -23 25 -25 26 -24 28 -22 -19
right_child=1 -3 3 10 -6 7 -8 -9 -10 -11 11 -13 18 14 -16 16 17 19 -20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.012385744320108683 -0.026478168145976911 0.011625701524108738 -0.028013890547743277 -0.02588370314057228 0.022349443756647391 -0.025485268021707377 0.019733677199653889 0.0066287082116439416 -0.018609474716725201 0.0045375468914645254 0.0039925889294812065 -0.028616576247681737 -0.0013938740285580442 0.034314262120347411 -0.025003536405051176 0.019461390223528382 -0.031252211293586886 0.004062315795239543 0.023365600587144691 0.010884006139451634 0.025286962126471985 -0.027335505844522198 -0.0038541531503409614 -0.0011279466324088867 -0.043006033690614412 0.015774729390117505 -0.026029845050587534 -0.0081934337005637146 0.0048087723704840386 0.00037158459236121618
leaf_weight=2.5115956850349921 2.2242512372322376 0.94832225586287666 6.5270387884229413 2.5918232889380297 3.4630981096997848 2.6622061450034371 5.835160112939775 2.4620351567864418 2.4143332368694246 1.0763837769627569 3.2592966798692942 2.9166360353119662 5.6169044347479939 0.63585105631500383 5.6436298261396587 5.1828605085611335 2.8645318457856765 121.83347613736987 5.1911429166793805 9.6262416229583305 3.5135638266801816 4.5160388723015812 6.2497876714915046 4.1199190765619278 2.8474857378751031 5.6419203802943221 3.677882770076395 3.2524920366704455 4.7501957938075066 118.99480599211529
leaf_count=26 693 64 137 329 15 19 23 22 25 15 20 134 33 3 247 27 73 746 22 60 14 33 30 32 31 24 35 25 38 1039
internal_value=0.000614426 -0.0150884 0.000756814 0.000416282 0.00657413 0.00313502 0.00941612 -0.0100555 -0.00280586 -0.0234057 0.00097718 -0.0114074 0.00121865 0.000890832 -0.0189971 0.00130759 0.00154482 0.00122669 0.0104982 0.00154859 0.00122695 -0.00509048 -0.0104009 -0.00700753 -0.018243 -0.00197967 -0.0120695 0.00738442 0.0135156 0.0022387
internal_weight=353.051 3.17257 349.878 330.53 19.3484 15.8853 10.7611 5.12424 4.92593 7.60342 322.926 6.17593 316.751 305.943 6.27948 299.663 297.071 291.888 10.808 289.024 279.398 38.5693 27.053 22.537 6.9674 15.5696 9.92767 11.5163 8.26376 240.828
internal_count=4034 757 3277 3147 130 115 74 41 51 152 2995 154 2841 2786 250 2536 2207 2180 55 2107 2047 262 185 152 63 89 65 77 52 1785
is_linear=0
shrinkage=0.0253001


Tree=226
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 3 3 1 0 3 3 0 2 4 1 2 2 1 4 4 3 2 3 3 1 1 3 4
split_gain=5.03658 5.20885 4.33038 4.20127 3.57636 5.06932 4.08107 3.2415 2.89758 4.64493 4.62904 3.74649 3.90534 3.88574 3.67946 3.31781 2.85156 3.70847 4.68147 4.97808 3.82612 4.7236 2.76486 2.95441 3.16414 2.75301 2.57227 2.49657 4.58758 3.92615
threshold=70.206395618550019 96.039789794050009 85.705356740550016 97.878695155250014 71.096275259700022 70.776348742200014 95.262825394300009 0.10184000000000003 -0.15572 61.982402197500001 71.131225215400022 -1.0000000180025095e-35 0.078905000000000017 78.626646483100004 -0.59502499999999992 37.999598532650005 78.10777406390001 -0.59681499999999998 -0.092710000000000001 81.479100559500012 42.402981339000007 42.536568606950006 -0.25095999999999996 -0.23349 -0.55648999999999993 0.076615000000000016 83.116371560950014 72.752365468100024 0.09180000000000002 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -3 5 6 -2 8 10 11 -1 15 -13 -14 -11 -10 27 -18 26 -20 -21 -22 23 24 -12 -6 -19 -5 29 -29
right_child=1 3 -4 16 25 -7 -8 -9 9 14 22 12 13 -15 -16 -17 17 18 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0056771773807296252 -0.0050478557641282775 0.0011952949932202131 0.00098086034068164897 0.0016392409601324743 -0.00050402235227105631 0.0030795728541819522 0.0032887401271540205 0.001524628416966625 0.00097555482844153695 0.0046023898357604133 0.0011383320943482865 0.0042332591118619802 -0.0056306979686782501 0.00039874718182167428 -0.0052730855782873523 -0.0058460126115830119 0.0036044732901441556 -0.0051753061932495363 0.001334223990693552 -0.0051550512412487717 0.0068382525257198569 -0.004840778219547281 0.0046314911707195519 0.0026657548990517851 -0.0072562395624281989 -0.0050290127539866138 -0.00022962504596607674 -0.005435411527095823 -0.0047632485663366142 0.0012838169087201147
leaf_weight=1.9190862588584412 4.7567489584907907 40.320582330226898 219.27409384958446 3.3084570020437267 3.7059281570836893 4.8450255915522575 1.5542305931448934 14.161021349951623 2.136114875786002 0.8288709819316854 1.9159938022494318 4.1198045723140337 2.6091364677995434 11.667906206101177 8.1864394759759289 4.2570119993761182 5.0923261139541856 5.5363738532178086 24.626068072393537 4.906358662294223 1.4852473591454329 1.2916993771214036 4.3789979591965666 4.4167180508375159 1.6822310928255308 9.7108462098985893 3.3780386345461011 2.2954823235049862 9.4591359999030811 7.1032148580998182
leaf_count=115 98 185 1056 43 77 19 5 81 53 2 12 15 63 84 248 104 75 188 143 308 7 154 19 46 33 266 329 45 112 49
internal_value=0.000346961 -0.000368012 0.000685653 5.14631e-05 -0.00222535 -0.000356697 -0.00299477 -0.000353718 -0.000906508 -0.00161969 0.000777931 -0.000621266 0.000402324 -0.000703137 -0.00436513 -0.00356674 -0.000621994 8.5255e-06 -0.000435678 0.000354938 -0.00278381 0.00140574 0.00177744 0.000218124 -0.00278627 -0.00377914 -0.00330118 -0.00193945 -0.00256731 -0.000357248
internal_weight=414.929 133.376 281.553 108.803 24.5728 11.156 6.31098 62.2793 48.1183 33.8053 14.313 24.79 18.3968 14.277 9.01531 6.39313 68.4824 46.3161 41.2238 32.3094 7.68331 2.77695 12.3939 8.01494 3.59822 13.4168 8.91441 22.1663 18.8578 9.3987
internal_count=4034 2103 1931 1638 465 122 103 875 794 569 225 319 162 147 250 157 1453 1204 1129 612 469 161 110 91 45 343 517 249 206 94
is_linear=0
shrinkage=0.00446649


Tree=227
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 2 2 3 3 4 4 2 2 0 2 3 2 2 2 4 3 3 3 1 3 4 2 3 1 0
split_gain=1.14199 1.36575 1.09771 0.926575 1.30912 1.33362 6.0798 1.14834 1.5884 3.41291 2.05857 3.48578 2.01217 4.83483 3.23965 1.74374 1.69532 3.06479 1.89086 2.9391 1.60174 1.5033 4.48786 2.39669 2.4897 2.66895 2.00897 3.23376 6.31673 2.75162
threshold=83.740093847200015 0.20949500000000004 0.22598000000000004 -0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.54526999999999992 0.41214500000000009 0.10507500000000002 38.179089776100007 40.137820134150012 -0.054619999999999995 -0.086139999999999994 86.329079026800017 -0.092479999999999993 0.11768500000000003 -0.23783499999999999 -0.24468499999999999 -0.30094499999999996 39.110279783550006 0.11002000000000002 0.096515000000000031 0.095750000000000016 70.206395618550019 0.096995000000000012 42.066503896600004 0.086310000000000026 0.075350000000000014 70.077349628250019 86.256490657300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6 -7 8 16 15 11 -11 14 -14 -12 -10 17 18 19 -8 -15 22 26 24 -23 -26 -18 28 -28 -29
right_child=1 2 -4 4 5 6 7 -9 9 10 12 -13 13 20 -16 -17 21 -19 -20 -21 -22 23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.014539982869257187 -0.020293329777081363 0.023315727235697525 -0.019898888252074226 -0.014744358496602782 0.0062504978408730039 -0.021263286113099585 -0.03621777085691464 0.0072883437282051985 0.010269026746910916 -0.035643693785511008 -0.0097595707605414375 -0.0064444376160804487 -0.031042688856353844 0.0068202316688495846 0.013797734471239224 -0.0061721955243055583 0.001574467291974486 -0.026595259299489603 0.0075926310431327837 -0.00053116625956422441 -0.0098653409979082528 0.020517320595014078 -0.025339315762359357 -0.0037650336898908173 0.0077736658536631019 -0.0073221775949214273 0.017052566867233426 0.0038688794306858338 -0.025666179614821271 -0.014766037655528664
leaf_weight=1.7939874231815327 2.0753264321247111 0.61746693029999722 0.34840677143074572 2.1176163600757709 15.173255842179058 4.8598707360215476 1.2079827650450159 9.6436230251565558 8.4732174128293973 2.3080933894962072 4.0472071599215269 4.7118271980434683 2.881035601720213 4.1395143046975118 4.8785456661134976 3.4354250160977235 195.66227875533514 2.2759609094355246 4.4953999707940957 3.1676491806283593 4.6054441463202238 4.5132165327668181 2.4894408807158461 10.054057031869887 24.10339053999633 5.4394291900098315 5.2310220617800978 4.1309690419584504 1.7505546403117476 10.991533406078814
leaf_count=12 693 2 62 23 95 106 25 61 54 25 31 31 46 20 15 26 1900 108 51 47 29 15 27 95 108 40 23 46 63 155
internal_value=0.000482745 -0.011394 0.00772749 0.000586364 0.00051418 0.000607927 0.000348087 0.000671613 0.00046904 -0.00318259 -0.00694398 -0.0160449 -0.00383535 -0.00917228 0.00311614 0.00552604 0.000992309 -0.00644397 -0.00127393 -0.0103832 -0.00196706 0.00130586 0.000648956 0.00458599 0.00705139 0.00499422 0.000946046 -0.00461665 0.0063413 -0.00967559
internal_weight=351.623 3.0412 0.965874 348.582 346.788 344.67 329.497 324.637 314.993 39.4803 27.5717 7.01992 20.5517 11.626 8.92575 11.9086 275.513 11.147 8.87103 4.37563 8.74496 264.366 220.256 44.1101 34.056 29.5428 217.766 22.1041 6.98158 15.1225
internal_count=4034 757 64 3277 3265 3242 3147 3041 2980 277 197 56 141 95 46 80 2703 231 123 72 49 2472 2214 258 163 148 2187 287 86 201
is_linear=0
shrinkage=0.019466


Tree=228
num_leaves=31
num_cat=0
split_feature=4 2 3 1 1 0 3 0 0 1 1 1 1 3 4 0 1 0 3 2 1 3 3 2 0 3 3 4 3 3
split_gain=1.05197 1.76616 2.1099 1.0313 1.04295 3.56574 2.92685 2.47528 3.23766 5.06362 2.09636 2.51318 1.89797 6.32385 2.53716 1.89484 2.88013 3.76453 2.44908 2.46037 2.96114 2.73498 3.06628 3.09072 2.05178 5.21606 6.66213 2.60239 1.90718 3.38026
threshold=32.051492741500006 -0.10623499999999998 0.088555000000000023 54.879495816850003 66.964115113200009 90.297243227400017 0.13377000000000003 91.937202686950016 90.633300493650012 67.649671936450019 68.20618276945001 68.910558799650019 65.536543845950021 0.10371000000000001 38.400997490450003 93.399723909900004 69.873026810350026 93.692765846100016 -0.10747999999999999 -0.059424999999999999 81.479100559500012 0.082535000000000011 0.076615000000000016 -0.13509999999999997 96.039789794050009 0.090390000000000012 0.092835000000000015 41.827117825850003 0.098545000000000021 0.12084500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 12 7 8 9 -6 -9 -12 14 -14 -5 -13 -17 -18 -19 21 -21 22 23 -20 25 -23 -27 28 -26 -30
right_child=3 2 -4 4 6 -7 -8 10 -10 -11 11 15 13 -15 -16 16 17 18 19 20 -22 24 -24 -25 27 26 -28 -29 29 -31
leaf_value=-0.033156251572730479 -0.021547071479501786 0.015485326123137647 -0.029182501690014098 0.0085149115238994742 0.024439910943488657 0.012232321650083297 -0.02682788291801225 -0.01588148741572348 -0.022504429671232909 -0.027415471198279837 0.01472856555911853 -0.015479644465712263 -0.025592387605181753 0.012548723461850641 0.00044744287761444346 0.013486132115695024 -0.029600089089534973 -0.017143767133339392 0.01159563318526376 0.0058935688962110672 -0.014990895896488225 -0.02539898685179711 -0.024864667213338774 -0.030966137540690206 0.001359807052071146 0.019065816986801584 -0.017843800944656214 0.0088067142921387839 -0.01936593060197728 0.015934524571109238
leaf_weight=1.1022538538090887 0.93255946808494528 1.344188291463069 0.72187854989897449 19.473749821539968 2.1237280070781694 13.190953500568865 1.8793198342900712 3.456184913404285 4.9068680540658534 1.3796559991315005 5.4723137328401199 3.3568617617711416 4.5001139044761649 3.3813017792999744 156.06256833905354 7.2184996991418293 1.9066081475466479 3.4843491551000474 2.9207650038879369 43.925181974656908 3.2374693693127474 4.6590047162026158 4.5274091472383589 1.0232121979351925 20.107948740711439 4.7540623899549228 3.9987593330442905 15.952635208843274 5.3787930964026591 1.5524772070348261
leaf_count=103 125 40 39 196 6 72 53 27 69 55 23 30 37 14 1163 34 18 191 91 277 261 105 394 18 242 21 64 158 99 9
internal_value=0.000473793 -0.0116142 -0.0001215 0.00058488 0.000644908 0.00164929 -0.000696401 -0.000358514 -0.0114558 0.00401892 0.000323072 0.000742666 0.000888184 -0.00922901 0.00134244 0.000144754 0.000565533 -0.000228714 0.00025604 0.00079717 0.00445996 -0.00186559 -0.0130308 0.00055355 -0.00018866 -0.00738505 0.00220352 0.00205634 -0.00192625 -0.0114593
internal_weight=347.932 3.16832 2.06607 344.763 343.831 196.609 147.222 145.343 8.41025 3.50338 136.933 133.476 183.418 7.88142 175.536 128.004 124.647 117.429 115.522 112.038 47.1627 64.8751 8.47139 3.94398 56.4037 13.4118 8.75282 42.9919 27.0392 6.93127
internal_count=4034 182 79 3852 3727 1482 2245 2192 130 61 2062 2035 1410 51 1359 2012 1982 1948 1930 1739 538 1201 503 109 698 190 85 508 350 108
is_linear=0
shrinkage=0.0210743


Tree=229
num_leaves=31
num_cat=0
split_feature=2 3 2 2 2 4 4 3 1 2 3 3 2 1 1 0 2 1 1 1 0 0 0 4 2 3 3 2 3 0
split_gain=0.986892 1.17891 0.953902 3.97894 2.94209 2.74083 2.88907 2.6089 2.53819 2.48179 3.19673 3.18699 2.38437 4.92816 3.88786 3.31795 6.54117 2.71914 6.43159 2.29013 2.73626 2.24073 2.18534 2.03114 2.03371 1.97232 1.95075 3.8044 3.08882 1.94812
threshold=0.36215000000000008 0.09450500000000002 -0.079634999999999997 -0.077085000000000001 -0.08262499999999999 42.779078631750004 43.120094701700005 -0.23921499999999998 60.613977009100005 -0.06828999999999999 -0.24663499999999999 0.082535000000000011 -0.053159999999999992 70.641925835650014 61.907125369850007 86.329079026800017 -0.018034999999999999 63.705703859100005 65.29995953045001 63.705703859100005 71.249517373150013 86.329079026800017 102.21786657775002 40.750688432250008 -0.013805 -0.55648999999999993 0.12201500000000003 -0.093879999999999991 0.11379500000000002 86.89903215050002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 19 23 10 -10 -12 13 21 -14 16 -16 -17 -19 20 -1 -11 26 -5 -25 -22 28 -28 -9 -6
right_child=1 -3 3 5 29 6 -8 22 9 12 11 -13 14 -15 15 17 -18 18 -20 -21 25 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.030864318717175931 -0.02497949121630199 0.0028733379414172099 0.014134040545382294 -0.032700920827222424 -0.002699322497054216 -0.025729463144193766 -0.0030320722125989027 0.0012662676220849052 0.018636416561950985 0.0045573118530855012 -0.025079679667310104 -0.0031831232228055019 0.018427643410431346 -0.012707688545613133 -0.025261614198622783 0.009824830109334522 0.0028970080595351736 -0.034038996651700376 0.0018322318872750886 -0.025505194263722691 0.015864416806095186 0.019629379736091062 -0.013376422026193475 0.021432871585430145 -0.021845719414324324 -0.0062592629362554176 -0.017725953546600705 0.0075573788583922323 0.016413042623686341 -0.018862487921691731
leaf_weight=1.3242860848549733 1.3402720419690006 1.1295981782022861 9.6413161498494429 1.5268637184053653 6.6080398401245457 2.8412717152386895 11.096619624760931 136.26717638061382 2.1427129879593876 6.4097250215709272 3.3142388286069062 14.037273693364112 5.4109597802162162 3.3633095507975659 5.4554315898567429 16.302832640707493 8.5315256370231491 2.0909798368811598 56.347456221061293 2.6201338155660769 2.3219245038926593 10.490574307739733 4.2246086772647677 0.84414541721343994 0.91021862556226529 5.4185486652422705 5.8455146043561399 4.0734252166002971 5.6560734175145617 5.5209630830213428
leaf_count=61 84 25 101 24 47 56 307 1330 5 27 33 98 25 59 52 93 59 18 512 133 15 43 502 4 70 53 49 20 28 101
internal_value=0.000408699 -0.012241 0.000500418 0.00162467 -0.00050431 0.000826558 -0.00765899 0.000186351 0.00168873 0.00211639 -0.00450748 -0.00736549 0.0032451 0.00949459 0.00189988 0.000891962 -0.0080859 0.00257206 0.000548727 -0.00896716 -0.00418691 0.013913 0.000871685 -0.0157629 -0.00102141 0.000377219 0.0012681 -0.00734281 0.00186991 -0.0100566
internal_weight=343.108 2.46987 340.638 160.757 179.881 151.116 13.9379 167.752 137.178 133.897 19.4942 17.3515 114.403 20.2636 94.1392 88.7282 13.987 74.7413 58.4384 11.6849 9.06476 16.9003 156.067 3.28123 1.75436 7.74047 151.842 9.91894 141.923 12.129
internal_count=4034 109 3925 1586 2339 1485 363 2191 1122 1024 136 131 888 129 759 734 111 623 530 262 129 70 1929 98 74 68 1427 69 1358 148
is_linear=0
shrinkage=0.020084


Tree=230
num_leaves=31
num_cat=0
split_feature=0 4 0 0 2 2 0 3 2 1 2 0 0 3 3 4 1 0 1 4 2 3 4 1 1 0 2 4 4 3
split_gain=2.95547 1.88096 3.21023 2.94137 2.78185 3.6262 3.53432 3.49795 3.48803 4.00537 3.42734 3.56745 2.95214 2.87183 3.39449 3.15952 2.29618 4.84622 3.67192 4.05631 2.45413 5.00685 2.36929 2.26024 2.64707 2.21467 2.2079 2.18423 4.6206 3.05599
threshold=107.57327517365 42.779078631750004 75.462331263550013 100.15850764985002 -0.10290999999999999 -0.098419999999999994 85.791387400750025 0.076130000000000017 -0.095854999999999996 62.014663695050011 -0.092479999999999993 90.407470010750018 69.830011480250008 -0.15572 -0.23921499999999998 48.86568841230001 63.705703859100005 87.009258933850006 62.111448187750007 39.577821550850011 -0.078649999999999984 0.093160000000000034 42.599563320500003 64.407391431150018 65.29995953045001 85.121961326250016 0.0023400000000000005 41.827117825850003 41.605323437500005 0.12535000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 12 13 -8 -10 -11 -12 -7 14 15 -3 18 -18 19 25 21 -20 23 -19 -25 -4 -22 28 29 -26
right_child=-2 3 16 -5 5 6 8 -9 9 10 11 -13 -14 -15 -16 -17 17 22 20 -21 26 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.0059138307257535069 -0.0058522441793995841 -0.0078941234682157139 0.00079276100786166098 -0.0047452739352683631 -0.0084186976854278891 0.0046196128388197137 0.0061516373250285845 0.0023671246585683483 0.0039431457893353136 -0.0089811789071677292 -0.0034301810960619935 0.001497025380324288 -0.006518075514072531 -0.0053467002893246634 0.0049885772951405831 0.00084617165287891938 -0.0063280894898136422 0.0046637993069506426 -0.0020968278751610737 -2.3503809655869806e-05 0.0048612938778482559 0.0044356745970291827 -0.0044953852001365134 -0.0045342624956610867 0.00044991915413872794 0.0044688745188524439 -0.00032046257334496502 0.0020091543844056509 -0.006758700152169418 -0.0051687245858675025
leaf_weight=2.5358935212716451 2.5775372299831352 2.1168535789474836 10.106246136128904 4.9525639819912604 2.2186402175575486 0.94269137177616258 2.8237663470208636 23.1381457708776 5.2150987461209359 1.9726278400048674 9.8945681150071305 9.7989243250340206 5.1711431844159961 4.1439608121290794 3.4749854621477416 4.0117721371352673 3.7516782535240045 4.1056301444768897 8.2203731536865217 76.596863251179457 17.643925573676828 7.5335058793425551 3.348168500699102 3.6855791732668868 123.80160253145732 12.022459942847489 3.2647693846374741 24.651412831153721 3.182342733256518 3.3305380009114733
leaf_count=255 649 66 59 213 36 26 10 263 17 25 77 88 140 93 24 20 66 20 43 409 127 30 35 23 923 42 17 152 37 49
internal_value=0.000325352 0.000366427 0.000571827 -0.00042503 -0.000139454 -0.00123778 -0.000792985 0.000993163 3.18881e-05 -0.000610967 -0.00170716 -0.000978543 -0.00480076 -0.00131931 0.000418507 -0.00217276 0.000625708 0.000177504 0.00118802 0.000607121 0.00275228 0.00102702 0.00032444 0.000423591 0.000313862 0.00278998 0.00405219 0.000429166 0.000130282 0.000302725
internal_weight=390.234 387.657 307.781 79.8757 74.9232 38.0375 35.8188 36.8857 29.705 26.8812 21.6661 19.6935 6.11383 13.7476 9.60361 6.12863 305.245 169.857 135.388 98.7256 36.6626 15.7539 166.105 162.757 158.651 22.1287 20.9087 154.966 130.314 127.132
internal_count=4034 3385 2287 1098 885 419 383 466 217 207 190 165 166 203 110 86 2032 1305 727 510 217 73 1239 1204 1184 101 144 1161 1009 972
is_linear=0
shrinkage=0.00578826


Tree=231
num_leaves=31
num_cat=0
split_feature=4 3 4 2 3 4 4 3 2 0 2 1 0 4 4 0 0 0 4 2 4 1 1 2 3 1 4 4 2 1
split_gain=0.956919 0.92289 0.835875 2.68557 1.93832 1.84475 3.94053 2.35996 1.57148 1.23024 2.09687 0.973372 3.43753 3.10188 2.71141 1.58456 1.47677 2.89957 2.08564 3.60559 2.3486 1.58608 4.68915 3.55414 3.20487 3.17952 2.04773 2.47284 4.26222 3.36119
threshold=29.342080195300003 -0.22900999999999999 49.122847560300009 -0.2351 -0.24338000000000001 47.927946529500012 45.295823381400005 -1.0000000180025095e-35 -0.62218499999999988 75.994645973400011 0.11704500000000002 64.407391431150018 89.705782438650019 38.400997490450003 43.89540535710001 89.415428960600011 85.995710218650018 85.925810307250018 42.719328117250008 -0.45120499999999997 44.262924377150007 62.041548276350007 62.095317438950012 -0.08854999999999999 0.089305000000000023 63.154569942350008 40.563919884450009 42.824128352900011 -0.032369999999999996 61.987779113750001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 9 -7 -8 10 -2 12 13 -11 15 -13 17 18 -15 -20 -21 26 23 -23 -25 -24 -18 28 29 -28
right_child=2 -3 3 4 -6 7 8 -9 -10 11 -12 14 -14 16 -16 -17 21 -19 19 20 -22 22 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.0096040070665845603 -0.019872477413055374 -0.028469140467057934 0.019222505120880397 0.00061153667538923465 -0.025002851716343255 -0.00077096371006586391 0.01831779084282642 0.018785900754115764 -0.024566200027916964 0.010952303596177769 0.022528238924450814 -0.011302859267342749 0.020002257928128903 0.0011342086114617678 -0.023683708286549157 0.00035914045406894855 0.013897224167994283 -0.020137696913906846 0.019052950429359242 -0.025236241733917576 0.0021511812241511753 0.0051366827187304927 0.0057266987426542746 -0.030144710988104364 -0.0048918858329225021 -0.017006245829168487 -0.025201368633028853 0.011757788339071606 0.011036615334699879 -0.00087264066671051952
leaf_weight=0.41047048894688487 2.8323261081241067 0.97731092781759688 1.4226318855071438 2.4071441465057433 3.0294598973123348 5.5109350176062435 0.43259578582365055 5.6981124483281729 3.7610573878046116 14.082077475264667 0.65132482256740321 5.4793339255265883 4.6687298342585555 38.447963077574968 2.233976930845528 152.97020073758904 9.742198169231413 3.8778599407523862 1.5231993794441221 4.8395600318908674 2.0129429250955582 4.2096741944551459 32.032596230506897 4.9513911530375463 4.2320275455713272 3.0602575317025176 4.2548906952142733 8.7034252509474737 6.8416062965989139 6.5433545783162117
leaf_count=48 323 59 12 18 245 35 5 43 211 92 7 86 34 234 226 1724 38 28 4 112 22 15 194 43 21 18 31 33 40 33
internal_value=0.000449644 -0.0172081 0.000521621 -0.00684136 -0.0136617 0.000673017 0.000377557 0.00917076 -0.0201425 0.000648005 -0.011945 0.000787403 0.00199777 0.00143497 -0.000372802 -4.41425e-05 0.0004442 -0.00243117 -0.00096474 -0.0105998 -0.0171911 0.00216801 -0.00034937 -0.0110756 -0.0185074 0.00374428 0.00555048 0.00246371 -0.00212195 -0.010459
internal_weight=341.841 1.38778 340.453 6.85924 5.4366 333.594 322.385 11.209 4.19365 318.191 3.48365 314.707 154.024 149.355 160.684 158.45 135.273 50.7015 46.8237 8.3757 6.8525 84.5714 48.4859 13.3931 9.18342 35.0929 36.0855 26.3433 17.6399 10.7982
internal_count=4034 107 3927 275 263 3652 3574 78 216 3358 330 3028 992 958 2036 1810 866 400 372 138 134 466 291 79 64 212 175 137 104 64
is_linear=0
shrinkage=0.0213079


Tree=232
num_leaves=31
num_cat=0
split_feature=2 3 1 2 2 2 4 4 4 4 1 2 3 2 2 0 1 3 3 0 1 2 4 3 0 2 2 3 4 4
split_gain=0.90753 1.0572 0.821636 0.796461 3.42553 2.3881 3.71312 3.67993 2.14768 2.54692 2.1426 3.40038 4.42094 2.07851 2.05332 3.54525 2.02076 1.6852 2.17608 2.16041 1.71401 1.65809 4.6773 2.53672 2.36997 1.68818 5.8178 1.66598 1.61887 1.56132
threshold=0.36215000000000008 0.09450500000000002 54.879495816850003 -0.079634999999999997 -0.077085000000000001 -0.085584999999999994 41.806790701050012 36.957836847500012 42.779078631750004 43.120094701700005 62.009286778800011 -0.083064999999999986 0.083495000000000028 -0.076484999999999984 -0.087234999999999993 102.21786657775002 60.613977009100005 -0.25095999999999996 -0.27511499999999994 71.249517373150013 58.793890854750011 -0.091919999999999988 42.402981339000007 0.12201500000000003 86.135510041400025 -0.58559499999999998 -0.50001499999999999 0.097450000000000023 40.098777110850008 43.182896969600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 14 7 -7 13 -10 -8 -12 -13 -6 15 17 -15 18 19 -4 -21 23 -23 25 -25 27 -27 28 -19 -24
right_child=1 -3 3 4 8 6 10 -9 9 -11 11 12 -14 16 -16 -17 -18 21 -20 20 -22 22 29 24 -26 26 -28 -29 -30 -31
leaf_value=-0.020230632010530443 -0.024429753137023454 0.0022563711532380378 -0.030201006517912892 0.013261041736460548 -0.017646015001827546 0.009029136605449177 0.010251851057205438 -0.025663317339791481 -0.024139141405839389 -0.0024535847431057076 0.0064447094343770628 0.01122943806681505 -0.029021543189751225 -0.014862823282602326 0.011281802287419658 -0.021418865753844777 0.0022398801247948564 0.012197563602120565 -0.02785808406211852 0.010461707453271272 -0.01380434346352131 0.0010427193562764156 -0.035779311590494342 0.003231058428177475 -0.019557514500087025 -0.016390023966297691 0.0027541866073360712 0.016286638443821659 -0.0043660255522241639 -0.010485755134513533
leaf_weight=0.75404457491822441 1.2473362954333418 1.1016201055608688 0.9604542611632495 9.2518439524574188 2.1834991164505473 1.5319504690123746 4.6848608627915374 5.6422855077544227 2.6660248818807295 10.697841822868211 4.5347350025549531 1.5269512899685631 3.6350190886296332 2.7807319648563853 6.6144764040363944 2.9899215920595443 129.61706744937692 4.2506817728281003 1.7758727844338853 3.3865675674751401 1.7344739518593995 11.845789058133958 2.0819409620016809 3.185421233996748 4.1296966252848506 6.7066207090392558 92.924715197179481 6.3766356073319903 5.1330044809728861 1.7872052108868954
leaf_count=125 84 25 44 101 25 16 27 79 44 280 28 22 70 40 42 529 999 23 36 23 49 77 28 17 37 140 943 29 32 20
internal_value=0.000381324 -0.0119144 0.000467439 0.000514078 0.00154298 -0.000397451 -0.00659039 -0.0182553 0.000810189 -0.00677975 -0.00077137 -0.00609712 -0.017115 0.00156387 0.000458918 -2.06707e-05 0.00188067 0.000416705 -0.00852615 -0.00288098 0.0022429 0.000924337 -0.00514662 0.00170184 -0.00963406 0.00242046 0.00146551 0.00845738 0.00313705 -0.0240959
internal_weight=337.739 2.34896 335.39 334.636 157.197 177.439 21.5558 7.17424 147.945 13.3639 14.3816 9.69671 5.16197 134.581 155.883 149.269 132.398 146.279 7.85737 6.0815 5.12104 138.422 15.7149 122.707 7.31512 115.392 99.6313 15.7603 9.38369 3.86915
internal_count=4034 109 3925 3800 1489 2311 242 95 1388 324 147 120 92 1064 2069 2027 1039 1498 152 116 72 1346 125 1221 54 1167 1083 84 55 48
is_linear=0
shrinkage=0.0198508


Tree=233
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 3 3 3 3 2 2 4 0 4 4 4 0 0 3 3 1 0 3 3 2 0 4 3 2
split_gain=3.13261 2.44781 4.72793 4.32469 4.00782 3.92566 3.58285 3.28319 3.02711 2.93374 3.63323 4.49087 2.91519 5.83345 2.90138 4.70173 3.0081 2.75341 2.5707 2.4858 2.43304 4.49899 3.95927 3.33678 4.01059 3.0634 3.05929 2.82121 2.73236 2.6454
threshold=107.57327517365 70.171445662850019 96.039789794050009 71.096275259700022 85.705356740550016 70.776348742200014 -0.10747999999999999 0.10184000000000003 0.076615000000000016 0.10065000000000003 0.22598000000000004 0.059320000000000012 42.434124620650003 100.15850764985002 41.827117825850003 40.94178426300001 40.80591513400001 102.21786657775002 95.262825394300009 0.087245000000000031 -0.15572 61.982402197500001 71.131225215400022 -1.0000000180025095e-35 0.078905000000000017 -0.59502499999999992 78.626646483100004 37.999598532650005 -0.25095999999999996 -0.23349
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 18 -4 20 -5 10 11 12 14 19 15 16 17 -8 -3 -14 22 23 -1 27 -25 -23 -26 -22 29 -24
right_child=-2 2 6 8 -6 -7 9 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 25 28 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0051683663780639653 -0.0039894817662760301 -0.0025735202365797945 -0.004448280101197793 -0.00015318039246490524 0.00078428569749815777 0.0028130037513395029 0.00085070164874412812 0.0013401498514462825 -0.0044263343918566761 -0.0010792110766795623 -0.0030316749998642134 0.0026285473541233098 -0.0016464386256533885 -0.0048462934840595145 0.0030783495046372913 -0.0029212238058768172 0.0037556437980751024 -0.0033741641963759795 0.0030781046672632654 0.0027472078119771259 0.00069195886793627548 0.0035086478282817068 -0.0026960545563449504 0.0037851043644129075 -0.0049287867224629038 -0.0046439523520363174 0.00012422105170249142 -0.0050886956638034244 0.0038397391733762417 0.0019694976653458233
leaf_weight=1.6763590096961696 2.6542422412894657 7.4046694939024764 2.4608644228428593 3.5522601050324729 205.15578029537573 4.7703874409198752 25.207334911450747 13.244033452123402 9.3843702012673003 17.80678049242124 3.8799344245344392 17.560283435508609 3.7327984310686571 4.6259842060971996 7.4014846440404645 5.702816118951886 5.0512823993340126 2.6498019457794717 1.5053405314683912 4.3157889917492867 1.9803535593673576 0.78777106106281269 3.4003331293351948 3.9581748601049282 2.2488266322761765 7.910261885263024 10.839283114299176 3.8903197725303471 4.2460311651229841 4.2503131665289402
leaf_count=115 649 112 95 77 1041 19 137 81 266 171 64 67 45 195 33 57 21 91 5 14 53 2 45 15 63 248 84 104 19 46
internal_value=0.000279177 0.000308184 -0.000141433 -0.00161873 0.000524835 -7.33424e-05 0.000250233 -0.000386098 -0.00325297 0.000368295 0.000689976 0.000879356 0.000355966 -0.00131826 0.000817144 0.000383688 0.000956408 0.000448828 -0.00161868 0.000709509 -0.000892039 -0.00149146 0.00050417 -0.000575196 0.000307667 -0.00390558 -0.000743997 -0.00313871 0.00130349 -0.000104109
internal_weight=393.254 390.6 127.012 26.617 263.588 13.6804 100.395 58.4321 12.9366 97.9343 80.1275 76.2476 58.6873 12.6746 46.0127 38.6112 32.9084 27.8571 8.91001 8.04859 45.188 31.615 13.573 22.917 17.0463 8.69803 13.0881 5.87067 11.8967 7.65065
internal_count=4034 3385 1469 479 1916 136 990 875 343 895 724 660 593 254 339 306 249 228 117 59 794 569 225 319 162 250 147 157 110 91
is_linear=0
shrinkage=0.00394257


Tree=234
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 3 3 4 1 0 3 1 0 2 3 3 0 4 1 3 2 4 2 1 2 3 4 2 2
split_gain=5.26988 5.47241 4.98724 3.59511 5.64056 5.47791 4.54165 3.37541 3.00108 4.03268 3.86405 2.89684 4.52827 3.85798 3.71025 3.67246 4.15364 3.37238 2.81619 3.37275 3.96289 3.1839 5.00363 3.1747 4.08585 2.85011 2.79564 2.78301 2.77034 7.03194
threshold=70.171445662850019 94.773526014550015 85.705356740550016 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.10184000000000003 39.110279783550006 71.096275259700022 94.203572890950014 -0.15572 61.982402197500001 71.131225215400022 -0.59502499999999992 -1.0000000180025095e-35 0.078905000000000017 78.626646483100004 38.244973486750006 75.408562100950022 0.089505000000000015 -0.59502499999999992 39.184300550350009 -0.116995 73.037342029850024 -0.10423499999999999 0.098075000000000023 37.999598532650005 -0.095854999999999996 -0.076484999999999984
decision_type=2 2 2 2 2 2 2 2 2 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 4 5 6 -3 11 -2 10 -10 13 15 -1 -14 27 -17 -18 23 28 -21 -22 -23 24 -8 -24 -6 -13 -20 -30
right_child=1 3 -4 -5 26 -7 18 -9 9 -11 -12 12 14 -15 -16 16 17 -19 19 20 21 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0046298028347502426 -0.005321548755237656 -0.0022302458548647628 0.00084481570649528692 -0.0025395371112649154 0.001535798853557459 -0.0051686540227012853 0.0037717868883874023 0.0012637629974532514 0.0035828241273327664 -0.0039058404009421318 -0.0021258846199483997 0.00047304476650313683 0.0038427290624380812 0.001298584050783938 -0.0042825849533889614 0.0034752881857578102 -0.0044698915718070628 0.00017597464007978073 0.00044148794614861915 0.0028009706180781345 0.002298737488823361 0.0036057066199083397 -0.0048471939130238064 -0.004605839275576582 -0.0026578884458330308 -0.0006625653222241993 -0.0009952014058177347 -0.0046935896730271598 -0.0048303354130987148 0.0033670820584143159
leaf_weight=1.6536117088980962 3.5103792119771233 13.045138462446628 214.32751780468971 7.1807968290522686 37.328450963599607 3.2046231101267031 2.2088634595274925 13.602620862424372 2.8811662248335761 5.0276880376040936 3.4732585102319717 2.0803365251049355 0.81954659521579643 12.323280986398457 8.3659096816554648 4.1600139066577055 2.5426131654530755 11.289343785494564 9.8661027904599923 12.571245384868236 5.9581272187642709 2.5020257853902939 3.4173613877501285 3.2392877617385221 3.2355790664441884 5.8837646022439039 6.8619598189834496 4.1411920171231031 5.0249866722151646 1.9213390536606292
leaf_count=115 49 543 1041 161 391 63 6 81 21 190 49 53 2 110 248 15 63 84 70 113 31 14 65 78 83 48 70 104 67 6
internal_value=0.000291578 -0.000288714 0.000583176 -3.69571e-05 0.000117603 -0.000510921 -0.000294202 -0.000336435 -0.00237563 -0.00146707 0.000462507 -0.000795886 -0.00137887 0.000597194 -0.00355763 -0.000552348 0.000282275 -0.000678036 0.000158181 0.000509474 0.00123519 0.000126947 -0.000969353 -0.00174903 -4.93064e-05 -0.00220006 0.00114278 -0.00296599 -0.000799843 -0.00256295
internal_weight=413.648 138.342 275.306 123.45 116.269 72.0784 68.8738 60.9785 14.8925 11.3821 6.35442 47.3758 33.399 13.9769 9.18546 24.2135 17.992 13.832 55.8287 47.145 30.3325 17.7613 11.8032 8.68373 5.44444 9.30113 44.1904 6.22153 16.8124 6.94633
internal_count=4034 2118 1916 1809 1648 1187 1124 875 309 260 70 794 569 225 250 319 162 147 581 414 271 158 127 167 89 113 461 157 143 73
is_linear=0
shrinkage=0.00364444


Tree=235
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 3 3 4 1 0 3 4 4 3 1 0 3 3 0 4 2 3 2 3 2 3 3 0 2
split_gain=4.68019 4.89193 4.46132 3.64417 3.84838 4.54452 3.86747 3.08813 2.96251 3.91754 3.00513 2.81046 2.85683 3.08272 2.7383 4.91643 3.48375 3.13519 3.90488 3.63777 3.13378 2.873 2.66944 2.65571 2.49653 2.51186 2.79619 2.39788 2.38493 2.77028
threshold=70.171445662850019 85.705356740550016 94.773526014550015 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.10184000000000003 39.110279783550006 71.096275259700022 94.203572890950014 0.098075000000000023 36.491284729650012 42.558389508100007 -0.15572 61.982402197500001 71.131225215400022 -1.0000000180025095e-35 0.078905000000000017 78.626646483100004 37.999598532650005 -0.59502499999999992 0.084090000000000012 0.04932000000000001 -0.25095999999999996 -0.23349 -0.55648999999999993 0.097015000000000032 96.163458868000006 -0.099639999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 8 4 5 6 -4 14 -2 10 -10 12 -6 -14 16 17 -1 20 -19 -20 -16 -17 -8 -15 25 26 -18 -5 29 -24
right_child=2 -3 3 27 11 -7 22 -9 9 -11 -12 -13 13 23 15 21 24 18 19 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0044795175998054255 -0.005191685152218367 0.00079814466757116586 -0.002076550738071661 -0.0043289737731519538 -0.0029382157593539869 -0.0048283749241877418 0.0039136605799313211 0.0011197218548846587 0.0034565951573018905 -0.0037975067699772399 -0.0016821634492609138 -0.0011542445978458202 0.0020834223178965911 -0.0041166793701197576 0.00077977912720582051 0.0029796763764383906 0.00074157784281491572 0.0033326148673015758 -0.0044608866594304459 0.00018563234032412872 -0.004653323933771672 -0.0042383224605202427 0.00076212419007114945 0.0008335916658016733 0.0034044763914677801 0.0018011011127303462 -0.0056746832345081532 -0.00022319799701466585 0.00030396961183365076 -0.0040951082273921729
leaf_weight=1.5459008589386929 3.2232145424932233 218.16140968538821 11.722105775959788 4.0247825770638874 1.8873213853221376 2.8458342249505213 2.3367224633693686 14.121443439275025 2.6455562477931363 4.4417434157803655 3.1938107125461102 6.8487454855348906 28.090557343326509 1.9483659346587945 2.0698275817558125 0.76782070100307365 1.8495458718389275 3.9978499710559943 2.6087300507351747 11.983900774270294 3.8806342738680542 8.0758449300192279 2.562742430716753 4.706750048790127 4.2567151486873609 4.4103212552145123 1.6200619642622767 3.2846853248775005 44.264267690945417 3.5767114544287315
leaf_count=115 49 1041 543 123 46 63 14 81 21 190 49 70 178 105 53 2 12 15 63 84 104 248 32 62 19 46 33 38 471 64
internal_value=0.000287056 0.000548243 -0.000267355 -4.53487e-05 0.00011554 -0.000418612 -0.000223933 -0.000342754 -0.00220887 -0.00127374 0.000645978 0.000942389 0.00133437 0.00156645 -0.000781537 -0.00133215 0.000561933 -0.000510706 0.000210357 -0.000645028 -0.00276346 -0.00361164 0.00018783 -0.00061566 0.00120409 1.54415e-05 -0.00225436 -0.00248394 1.51001e-05 -0.00206759
internal_weight=410.954 279.35 131.604 118.1 110.79 67.3084 64.4625 61.1886 13.5043 10.2811 5.83937 43.4817 36.633 34.7457 47.0672 33.3846 13.6825 24.5409 18.5905 14.5926 5.95046 8.84367 52.7404 6.65512 12.1366 7.87993 3.46961 7.30947 50.4037 6.13945
internal_count=4034 1916 2118 1809 1648 1187 1124 875 309 260 70 461 391 345 794 569 225 319 162 147 157 250 581 167 110 91 45 161 567 96
is_linear=0
shrinkage=0.0035658


Tree=236
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 0 1 1 4 4 1 1 2 2 3 1 2 3 0 3 3 1 2 2 4 4 3 3 2 1
split_gain=6.86484 7.08714 5.72651 4.78155 4.4076 3.92257 3.57834 6.31414 3.24387 3.31001 4.27054 3.66143 2.71568 2.59202 2.62851 3.91061 3.13068 2.52664 4.12969 3.46151 3.03569 3.78581 2.75114 3.60541 2.22452 5.04472 3.00877 3.62546 9.62343 4.22143
threshold=70.206395618550019 85.667718326750006 95.469836670350006 61.87486387225001 -0.10747999999999999 97.878695155250014 71.096275259700022 70.727956495850009 43.525909308350002 38.625745710700009 72.752365468100024 75.271450736300025 -0.51146999999999998 0.22598000000000004 0.092260000000000023 78.285212300550015 -0.22403500000000001 1.0000000180025095e-35 71.131225215400022 -0.11012 0.078905000000000017 60.613977009100005 -1.0000000180025095e-35 -0.117885 44.421469061800003 47.927946529500012 0.080135000000000026 0.093325000000000033 0.0023400000000000005 61.93938686740001
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -4 -6 7 -2 9 10 -7 -11 -10 14 -13 -16 -17 18 -1 -20 -19 22 23 -22 26 -26 -3 28 29 -28
right_child=2 24 4 -5 5 8 -8 -9 12 11 -12 13 -14 -15 15 16 -18 20 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0028924139574460369 -0.0026893497538504584 0.0012009864168096647 -0.0026363836755623105 -0.0014294796281352534 0.000646382612781086 0.0026397468496017211 -0.0023046104804590999 0.0012615055507629574 0.0022149469865282343 -0.0031507934038959929 -0.0017063883912472675 0.00087111121308615911 -0.0026166640588988093 -0.0016982844192523182 -0.0022202074456595514 0.0019835370695266401 -0.00088834113290025066 0.0024369208231147547 0.00068308253999323058 -0.0021139442833714023 -0.0024805710308437659 0.0012033931703015774 -0.0029883972598256391 0.0011051776043295015 -0.0025179037120815341 0.0012837215941973851 -0.0015199623810955992 0.00086804398551623674 -0.0022464147609217084 0.00059267787487574336
leaf_weight=3.5688509303145137 3.8768230602145213 48.776273995637894 3.5457606399431816 15.93089861795306 43.576389990746975 1.4766474217176426 11.074211216531692 5.8791999295353889 0.77329839346930374 1.839677371084689 11.283658548258243 29.305697623174638 5.1223551547154775 3.4458751371130338 4.5635409206151953 4.3100736043415955 4.4616607017815104 4.3207600899040726 10.545573195442556 3.3726940043270579 2.4386337511241463 10.812476210296152 2.5799903050065032 4.8215258698910475 4.0231341775506717 4.0408655628561974 5.8865238875150672 90.583526492118835 8.4989281706511957 75.84948007017374
leaf_count=175 85 236 193 334 212 3 304 33 17 20 336 341 368 49 45 34 63 14 94 55 43 48 46 26 54 17 33 356 71 329
internal_value=0.000238851 0.000443409 -0.000211287 -0.000306745 9.30024e-07 8.58191e-05 -0.0013697 -0.000308475 -0.000281054 -0.000115719 -0.00120345 0.000173885 -0.00198293 0.000306598 0.000468616 -0.000415911 0.000522783 0.000114498 -0.000586076 5.30308e-06 0.000605061 0.000221815 -0.000856755 -9.92488e-05 0.000627717 -0.000612911 0.000671292 0.000528405 0.000187454 0.000440528
internal_weight=430.585 296.05 134.535 58.3914 113.705 110.159 20.8302 9.75602 66.5825 60.6868 12.7603 47.9265 5.89565 46.0868 42.641 13.3353 8.77173 42.4605 17.4871 13.9183 24.9734 20.6526 9.84015 7.26016 237.659 8.064 229.595 180.818 90.2349 81.736
internal_count=4034 1931 2103 835 1681 1488 422 118 1276 891 339 552 385 532 483 142 97 501 324 149 177 163 115 69 1096 71 1025 789 433 362
is_linear=0
shrinkage=0.00240323


Tree=237
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 3 1 0 3 3 0 2 2 2 3 3 4 3 0 3 2 0 2 4 1 0 3 3 2 3
split_gain=5.09962 6.14836 4.68576 3.61486 3.27265 3.1426 4.53256 4.08594 3.54781 4.36058 3.161 3.01079 4.32966 4.93125 4.03554 3.71989 2.77629 2.67298 2.53157 3.17515 2.87777 3.34118 2.41626 2.38744 3.44427 3.15965 2.33094 2.29427 2.31055 3.12971
threshold=70.171445662850019 85.705356740550016 94.773526014550015 107.57327517365 0.10184000000000003 -0.15572 61.982402197500001 71.131225215400022 -1.0000000180025095e-35 0.078905000000000017 78.626646483100004 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.098075000000000023 0.083495000000000028 37.999598532650005 0.097015000000000032 96.039789794050009 0.089850000000000027 -0.59502499999999992 97.39208423365001 -0.101395 39.110279783550006 71.096275259700022 94.203572890950014 0.11531000000000002 -0.25095999999999996 -0.23349 -0.55648999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 23 11 5 7 8 -1 16 -10 -11 12 13 15 -14 -4 -7 -13 22 -20 -21 -22 -17 -2 25 -25 -6 28 29 -9
right_child=2 -3 3 -5 26 6 -8 27 9 10 -12 17 14 -15 -16 18 -18 -19 19 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0042397261187913761 -0.0047257721779795066 0.00081082754542179212 -0.0018769782183432604 -0.0034030581134070446 0.0019880871394792388 0.00015951874939161721 -0.0033098500190663713 0.0010542777606739472 0.0032117288388278315 -0.0040350092061135108 3.4608233430621212e-05 -0.0041179076430671487 0.0014898621940513466 -0.0045562460108070149 -0.0013292981575192069 0.00058066460470875361 -0.0043554807232705191 0.00011444162070698845 0.0015706625243748853 0.0015541102564747085 0.0013261955464119802 -0.0016939105764957308 -0.0038148969742415185 0.0031577309017670574 -0.0035769190356707021 -0.0018652974564930596 -0.00088356695039070213 0.0031795269874189845 0.0017141378305906658 -0.0052781961068447151
leaf_weight=1.7682356717996288 3.0911115212365976 220.75139275286347 11.395624708384267 3.4932152160909018 9.5783195514231902 2.419692505151029 9.4922092249616963 1.8938435297459366 4.109957732260237 2.6255686311051241 11.822472650557755 3.5504425242543212 35.475140306632966 2.9775783699005904 6.8134415885433546 2.5227766670286655 4.1837487029843032 3.1879596039652824 18.606442448217422 7.57947416324168 5.6892988532781699 14.982079637702553 3.1850014738738528 2.5352096077986044 4.4322634967975318 3.175119910389185 4.7645069435238829 4.3432579617947331 4.6617961796000591 1.6387490327469993
leaf_count=115 49 1041 318 649 40 53 250 12 15 63 84 82 191 55 58 32 104 23 111 36 26 167 61 21 190 49 41 19 46 33
internal_value=0.000292838 0.000546501 -0.000250179 -4.03327e-05 -0.000375272 -0.000788169 -0.00133432 0.000534789 -0.000589045 0.000162465 -0.000704943 6.09625e-05 0.000195237 -0.000335696 0.00103565 -0.000139215 -0.00270105 -0.00211557 0.000237516 0.000494493 -0.000214289 -0.000862699 -0.00187211 -0.00214443 -0.00135773 0.000364772 0.00103416 0.00120816 0.000163278 -0.00188332
internal_weight=416.746 284.054 132.692 119.458 63.3024 48.9595 34.6536 14.3059 25.1614 18.558 14.448 115.965 109.227 66.9383 42.2886 63.9607 6.60344 6.7384 52.5651 46.8573 28.2509 20.6714 5.70778 13.2337 10.1426 5.71033 14.3428 12.5376 8.19439 3.53259
internal_count=4034 1916 2118 1809 875 794 569 225 319 162 147 1160 1055 806 249 751 157 105 433 340 229 193 93 309 260 70 81 110 91 45
is_linear=0
shrinkage=0.00335508


Tree=238
num_leaves=31
num_cat=0
split_feature=1 0 0 4 0 1 1 0 3 2 3 1 0 3 3 0 4 4 1 1 2 3 2 3 3 3 1 2 4 4
split_gain=6.99159 6.00096 5.2293 4.59749 4.43049 3.77446 5.37427 4.18443 3.19069 3.0996 3.04907 4.68489 4.24473 3.63856 3.97441 3.50528 3.19585 3.03876 4.25207 4.18559 3.68176 2.89696 2.84377 3.38601 2.54813 2.44222 2.43482 2.1465 2.07268 3.46381
threshold=70.206395618550019 85.705356740550016 96.039789794050009 43.89540535710001 97.878695155250014 71.096275259700022 70.776348742200014 95.262825394300009 0.10184000000000003 -0.51146999999999998 -0.15572 61.982402197500001 71.131225215400022 -1.0000000180025095e-35 0.078905000000000017 78.626646483100004 37.999598532650005 38.625745710700009 72.752365468100024 75.271450736300025 0.26941000000000009 -0.25095999999999996 -0.23349 -0.55648999999999993 0.076615000000000016 0.11531000000000002 72.187789260650007 -0.08786999999999999 44.421469061800003 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 -4 6 7 -2 10 -5 12 13 -1 16 -15 -16 -12 18 -6 -19 -21 22 23 -14 26 -10 -7 -17 -3 -30
right_child=2 28 3 9 17 24 -8 -9 25 -11 11 -13 21 14 15 27 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.004261501661748616 -0.0037454916205083141 0.00092152946904571853 0.0010907743576323257 0.0016605679447026581 0.0036262422821848749 0.0016255998206959094 0.0023876482050652335 0.002461067108594383 0.0020466869262490712 -0.0037770559758818893 0.00058170007890363015 -0.0032877267517463392 0.00091251467413322289 0.0031121977679401109 -0.0041209109150211034 -0.0017233304116523176 -0.0043708539913675081 -0.004203014752554992 -0.002352435247443161 0.00044360862094377178 -0.0045393347961595349 0.0033653192404564363 0.0017976366138003469 -0.0053937436175625743 -0.003730401216267889 -0.00083753472108299032 -0.0037039999159392905 0.0011975612991217263 -0.0031645848492501696 0.0013526672930926731
leaf_weight=1.7675727014429856 4.8980633690953272 225.72544211521745 38.183774154633284 1.4722945368848739 1.4682717621326435 2.3046264424920078 4.8802504613995552 1.5867245495319364 9.6638497505336982 5.3940103428903958 2.1897624484263316 9.0399054205045086 1.9840289838612082 4.1313008833676674 2.5438688090071073 4.2896311990916702 4.1848490559495986 2.4348741732537738 12.367780249100177 45.254964409396052 1.6973446202464391 4.540469240397214 4.7126942053437224 1.7840896630659688 9.8672527074813825 4.8721060380339614 1.6039555510506032 7.8659024313092241 3.6613436033949247 3.8339992091059685
leaf_count=115 98 989 160 18 3 15 19 5 40 403 53 250 12 15 63 40 104 29 420 569 36 19 46 33 266 41 62 44 50 17
internal_value=0.000333974 0.000617879 -0.000297598 1.92847e-05 0.000197389 -0.0016623 -0.00024534 -0.00222685 -0.000286791 -0.0026111 -0.00069196 -0.00123627 0.000568459 -0.00050052 0.000233757 -0.000575235 -0.00266959 -0.000342172 -0.00171798 4.32676e-05 0.000263473 0.0012241 7.77337e-05 -0.00207331 -0.0028313 0.00107996 -0.000561495 0.000166792 0.000864469 -0.000853931
internal_weight=430.205 296.791 133.414 108.273 101.407 25.1409 11.365 6.48479 63.57 6.8663 49.0341 34.2452 14.7889 25.2053 18.8307 14.6994 6.37461 63.2232 13.8361 49.3872 46.9523 13.0213 8.48081 3.76812 13.7758 14.536 3.90858 12.1555 233.221 7.49534
internal_count=4034 1931 2103 1638 1217 465 122 103 875 421 794 569 225 319 162 147 157 1057 423 634 605 110 91 45 343 81 77 84 1056 67
is_linear=0
shrinkage=0.0033216


Tree=239
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 1 4 4 4 4 0 4 2 0 0 0 1 4 1 3 4 4 4 2 1 2 4 4 2 1
split_gain=1.12753 4.01117 2.23843 1.80309 3.54158 1.95103 4.24415 3.46321 2.74992 1.90329 1.66062 3.3811 1.63122 2.0069 1.59269 3.73628 2.94926 3.41686 2.63408 2.58054 2.16635 2.33354 2.77193 2.38214 1.87248 1.78463 4.32877 4.41502 3.29439 2.65325
threshold=66.590419433100024 66.351146659450009 65.687097501250022 87.170566421650008 86.89903215050002 64.665483411650015 36.620308449100001 41.481306584950012 43.157831852650006 40.241071441700008 86.643628628100018 42.536568606950006 -0.06828999999999999 88.17067284620002 91.937202686950016 91.394134144600017 67.300172379550006 47.927946529500012 67.192634054300015 0.13377000000000003 43.89540535710001 48.86568841230001 49.122847560300009 -0.51146999999999998 68.910558799650019 -0.059424999999999999 38.244973486750006 35.050303764500008 -0.016334999999999999 73.037342029850024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 7 -7 9 12 -5 -1 -12 13 -9 15 16 -2 -18 -16 20 24 -22 -23 -24 -20 26 27 29 -27 -26
right_child=14 -3 -4 5 -6 6 -8 8 -10 -11 11 -13 -14 -15 18 -17 17 -19 19 -21 21 22 23 -25 25 28 -28 -29 -30 -31
leaf_value=0.00010719111246673469 0.014010470821381309 0.021081852018545271 -0.016041444712368715 0.0061502608240496352 -0.021756120001017815 0.011920668452460119 -0.017515161115756444 -0.023846031382866131 0.015510681251745994 0.022706831472775801 -0.00099056705293958385 0.021300321938518895 0.0053518766834001951 0.0012525607433179705 -0.039902142043671276 -0.031373244699992919 -0.033007042045228606 0.01726521832449416 0.012096370741590531 -0.028968582322916402 -0.020535179796880895 0.029264329461194248 0.028076819722044892 -0.025254854178956093 0.017286713970166349 0.012115804473481649 0.00068559185039905482 -0.025672185016345446 -0.000290043153879549 -0.027547593742214341
leaf_weight=122.01179348956794 3.7731912657618505 5.924002692103385 4.049627047032117 6.2515874207019833 3.9146189093589774 5.4516871273517591 5.4878001436591148 3.8049775734543809 5.3306497633457175 10.204719603061674 9.1292015165090543 6.507386051118373 5.1295871064066896 3.3403288498520851 0.9234408512711515 3.1129312720149755 2.2745142942294483 1.1298135677352545 8.3637609481811506 1.6804791628383089 5.4256953353760746 1.4544932381249966 0.62510347180068526 1.8560900375014169 2.8024390414357172 17.588615303626284 54.6969633938279 7.6274097588611767 37.288665352971293 0.99993108527269203
leaf_count=1226 17 30 28 36 29 24 33 29 24 64 47 60 23 17 8 54 65 7 29 58 349 9 7 237 8 106 667 209 451 83
internal_value=0.000752508 0.00193359 0.00133849 0.00171575 0.000406024 0.00583581 -0.00284583 0.00862405 0.00133965 0.0164172 0.0010363 0.0082861 -0.00481444 -0.0121128 -0.00077844 -0.00975342 -0.000376777 -0.0163229 -0.000124973 0.000136632 0.000489195 -0.0104875 0.00336419 -0.0118187 0.00128349 0.000536112 -0.00207803 -0.0153033 0.00368613 0.00549638
internal_weight=348.162 196.538 190.614 186.564 141.563 45.0013 10.9395 34.0619 17.6055 16.4563 137.648 15.6366 12.2749 7.14531 151.624 10.2905 7.17752 3.40433 141.333 140.41 138.729 9.36138 3.93569 2.48119 129.368 121.004 66.1267 11.4298 54.8773 3.80237
internal_count=4034 1670 1640 1612 1362 250 57 193 93 100 1333 107 69 46 2364 143 89 72 2221 2213 2155 602 253 244 1553 1524 967 300 557 91
is_linear=0
shrinkage=0.0236291


Tree=240
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 3 3 3 4 1 0 3 2 0 3 1 0 2 3 3 0 4 3 3 3 2 3 3
split_gain=5.18699 4.81098 4.62629 3.9529 3.55151 4.9651 5.36055 4.58108 3.96506 3.31129 2.7928 4.12843 3.04539 2.62993 3.99916 3.64593 2.6196 4.19912 3.65212 3.6397 3.61198 3.98844 3.41875 2.66213 2.57672 2.55877 2.40578 2.48296 2.83722 2.40157
threshold=70.171445662850019 85.705356740550016 94.773526014550015 107.57327517365 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.098075000000000023 0.083495000000000028 0.10184000000000003 39.110279783550006 71.096275259700022 94.203572890950014 0.09450500000000002 -0.58559499999999998 96.039789794050009 -0.15572 61.982402197500001 71.131225215400022 -0.59502499999999992 -1.0000000180025095e-35 0.078905000000000017 78.626646483100004 37.999598532650005 0.11531000000000002 0.097015000000000032 -0.25095999999999996 -0.23349 -0.55648999999999993 0.076615000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 10 4 5 6 8 -7 29 16 -2 12 -12 15 -15 -10 18 20 -1 -19 23 -22 -23 -18 -11 -6 27 28 -20 -4
right_child=2 -3 3 -5 25 7 -8 -9 13 24 11 -13 -14 14 -16 -17 17 19 26 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0045863299634034769 -0.0053513301354183324 0.00084682806322404253 -0.00021454838947791122 -0.003784608895207835 -0.004588743426468935 0.0017264332021887719 -0.0052502553222877847 -0.0015307128734695908 -0.0025283016917358363 0.0023119389122576526 0.0035784251777909917 -0.0039934237599993858 -0.0017877495566314362 0.0016863802623146604 -0.0018301911650149512 0.0013489386213649678 0.00024120927535129235 0.0038327332315672077 0.00080825972157015972 -0.0043821621991712795 0.0035447688109085584 -0.0045660965286990545 0.00018093659930868068 -0.0048080997513482342 -0.0010249366494608819 -0.00011921775231806011 0.0034644947781238915 0.0018490730419731404 -0.0057925931874878147 -0.0035911077988975294
leaf_weight=1.7127326373010863 3.2717196373268953 218.32643839158118 5.1642260793596488 3.8649712789338073 3.8148815752938381 36.76086310017854 3.0476918164640656 7.1941730324178925 3.8212447222322217 9.8878503181040269 2.7165792351588589 4.7792903631925583 3.2205764371901751 6.4318300765007761 15.049348542932419 29.218969493638724 2.2552206795662597 0.83047148585319508 1.9488502573221924 7.902118753641842 4.0011652968824007 2.5746305957436553 11.813082844018934 4.0996452001854777 4.7847114391624919 3.3537002187222242 4.3655609991401425 4.6520481817424288 1.6976938089355815 6.7992855440825224
leaf_count=115 49 1041 116 649 82 191 55 58 66 40 21 190 49 32 160 175 53 2 12 248 15 63 84 104 41 23 19 46 33 202
internal_value=0.000293841 0.00058538 -0.000297305 -6.86567e-05 5.03761e-05 0.000211332 -0.00040944 0.00119333 -0.000187536 -0.000327542 -0.00233271 -0.00141112 0.000667574 0.000239478 -0.00077727 0.000900519 -0.000803204 -0.00137555 0.00052949 -0.00360092 -0.000590166 0.000248227 -0.000668528 -0.0030162 0.00122379 -0.00249775 0.00122137 4.13449e-05 -0.00226485 -0.00213357
internal_weight=419.362 280.852 138.509 124.521 120.656 113.488 69.5326 43.955 66.4849 62.5258 13.9882 10.7164 5.93716 54.5214 21.4812 33.0402 47.8532 33.4763 14.3769 8.73259 24.7437 18.3889 14.3877 6.35487 14.6726 7.16858 12.6642 8.29859 3.64654 11.9635
internal_count=4034 1916 2118 1809 1160 1055 806 249 751 875 309 260 70 433 192 241 794 569 225 250 319 162 147 157 81 105 110 91 45 318
is_linear=0
shrinkage=0.00373278


Tree=241
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 2 2 2 3 0 4 3 3 4 1 0 4 2 3 2 2 1 3 2 4 2 4 3 3 0
split_gain=5.9641 5.54534 4.84212 3.93168 3.79089 3.29014 5.63386 5.12726 4.16619 3.3291 4.24711 4.28176 3.25179 2.8736 4.08877 3.76253 2.86803 2.85374 2.85001 2.79365 4.02392 3.19782 2.71965 3.41918 2.64576 2.60617 2.40156 2.39011 2.15506 2.04727
threshold=70.171445662850019 85.705356740550016 94.773526014550015 107.57327517365 0.10184000000000003 -0.054619999999999995 0.22598000000000004 -0.068964999999999985 0.083495000000000028 96.039789794050009 41.827117825850003 0.09450500000000002 0.098075000000000023 39.110279783550006 71.096275259700022 94.203572890950014 48.226196960950006 -0.101395 0.097015000000000032 -0.14138499999999998 -0.13509999999999997 62.052302108850007 0.076615000000000016 -0.074999999999999997 41.898943182100005 -0.59502499999999992 48.96897326980001 -0.10565499999999999 0.11531000000000002 96.851704149400021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 5 16 7 12 8 22 17 11 -11 -7 -2 15 -15 19 -10 -8 25 -21 24 27 -24 -22 -1 -18 -4 -6 -13
right_child=2 -3 3 -5 28 6 18 -9 9 10 -12 29 -14 14 -16 -17 26 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031203777722284502 -0.0052738485401294865 0.00090487673160899516 -0.0039831617153526962 -0.0037283231717289314 0.0023084897933517579 0.0017016501399716496 -0.0044641507903869886 -0.005075544711345018 0.00057878042790482441 0.00089258714187789314 0.0018864153690812103 0.0014344894596688765 -0.0010367412013929833 0.0036267969511050626 -0.0039255370190356704 -0.0020282546208579893 0.0024017171681123867 -0.0042810639185766374 0.0002455340777024668 0.0044579227121554618 0.00040005386163006768 -0.0042712896371189645 -0.0045750691018893036 0.0030330203286152977 -0.0022912225805460798 -0.003536451675553796 -0.00096581487545081834 0.0014434388822825712 -0.00070771814322832924 -0.0024531312202362532
leaf_weight=0.86244269460439582 3.3380487160757175 218.78210752923042 1.5414479523897169 3.8032301603816441 9.677341500297187 36.287148355040699 3.7354854438453904 3.0755010172724715 2.7816312909126282 17.217334297485653 18.652179002761841 2.1518100611865512 6.9213106045499435 2.8774135289713723 4.8844938511028886 3.489702757447958 5.9188343584537488 3.8769875718280664 3.1956758797168732 1.8845824971795035 13.847104433923976 3.6217486988753071 6.3034018320031464 0.9055407978594302 7.5748523622751227 9.1737670996226317 5.4546962976455688 3.6977774868719262 4.7258465997874728 11.625000986270605
leaf_count=3 49 1041 55 649 40 191 82 55 32 114 93 9 58 21 190 49 19 61 23 6 105 79 196 6 182 366 34 61 41 124
internal_value=0.000322338 0.000629709 -0.000294157 -6.25528e-05 -0.000329817 5.17537e-05 0.000771472 -0.000450642 -0.000243758 0.000180005 0.000506036 -0.000324672 0.001263 -0.00229072 -0.00140571 0.000527364 -0.000821064 -0.00225087 -0.00229271 -0.00131574 -0.000701281 -0.00108952 -0.0021605 -0.00361939 -0.000551588 -0.00296441 0.000786663 -0.000153137 0.00131884 -0.00184592
internal_weight=421.884 281.523 140.361 125.771 62.7412 121.968 50.1396 71.8286 68.7531 56.3049 49.6463 30.9941 43.2085 14.5897 11.2516 6.36712 48.338 6.65862 6.93116 36.9645 26.9283 25.0437 12.4482 7.20894 21.422 10.0362 11.3735 5.23923 14.4032 13.7768
internal_count=4034 1916 2118 1809 875 1160 354 806 751 433 340 247 249 309 260 70 794 93 105 741 372 366 318 202 287 369 53 116 81 133
is_linear=0
shrinkage=0.00366117


Tree=242
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 2 1 2 2 3 3 3 3 2 2 3 0 4 2 2 4 0 3 2 3 4 1 0 4
split_gain=7.88135 8.15265 4.99511 4.98232 3.49692 3.31252 3.25303 3.97026 2.91206 4.10223 3.21785 2.90318 2.84612 2.77899 2.76754 3.9542 3.53886 4.58803 2.74632 2.71307 2.55665 2.98507 3.16599 2.48573 2.8166 2.33448 2.26698 3.73139 2.99057 2.22296
threshold=70.171445662850019 85.705356740550016 94.773526014550015 103.48144189910001 0.10184000000000003 48.226196960950006 -0.14138499999999998 62.052302108850007 0.22598000000000004 -0.048954999999999992 0.083495000000000028 0.098545000000000021 0.097015000000000032 0.075810000000000016 -0.59502499999999992 -0.54526999999999992 0.096315000000000026 96.039789794050009 48.96897326980001 -0.59502499999999992 -0.13509999999999997 41.898943182100005 67.04476885710001 0.076615000000000016 -0.074999999999999997 0.11531000000000002 39.110279783550006 71.096275259700022 94.203572890950014 40.844669808050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 26 8 5 6 19 20 9 10 23 13 -10 -11 -12 -16 17 -17 -7 -1 -8 -22 -23 -4 -25 -6 -2 28 -28 -5
right_child=2 -3 3 29 25 18 7 -9 12 11 14 -13 -14 -15 15 16 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0027282385171403271 -0.0045001696592930681 0.00091927053330650846 -0.0003158750192049591 -0.0034375420060685996 0.0019106014436814324 0.002245660398450726 0.0034585515933737705 -0.0037792896979926215 -0.0041136327198796644 -0.0007711954125965289 0.0016831649894802926 -0.00088616316653108626 0.00017723620614393048 0.0018740327885351168 -0.0030866581775984745 -0.0024051944530811167 -0.001447393214959152 0.001184892682340119 -0.00087540549024956967 -0.0031696716571406897 0.00041269935942182318 0.0042910560553129371 -0.002672876644369832 -0.0039709930594802809 0.0017525998455083641 -0.0008046669285201606 0.0028977589748761076 -0.0034520064547051035 -0.0017237397312304108 -0.00073960755286015532
leaf_weight=0.88405037671327491 3.2004762776195994 232.69819020945579 7.3738055126741511 5.9760002279654127 9.9516643360257131 6.0683892071247083 1.8732772395014752 3.6486354004591695 3.2494167126715174 4.870176011696457 9.831330191344021 6.4894004687666884 3.2018494009971619 27.765723435208201 4.4830446597188631 4.327591774985204 11.197002966888247 26.182564903050661 5.7079640030860901 10.224781455937768 14.465331923216594 0.75014533102512171 7.3975025247782469 5.5371802658773959 1.0703786034137008 4.9448295906186095 2.6288334522396308 5.041529968380928 3.2876723781228065 6.8249024446122348
leaf_count=3 49 1041 97 434 40 19 6 79 51 42 42 46 20 111 46 72 106 114 34 366 105 4 178 131 11 41 21 190 49 486
internal_value=0.000336947 0.000635221 -0.000287928 -8.71274e-05 -0.000367527 -0.000769517 -0.00122036 -0.000636018 0.000124633 0.000249289 -0.000218889 0.00108695 -0.00198402 0.00147929 0.000127067 -0.00020414 0.000105698 0.000675671 0.000732889 -0.00270031 -0.000167647 -0.000468044 -0.00203171 -0.00160509 -0.00304381 0.00100928 -0.00210866 -0.00141018 0.000329694 -0.00199912
internal_weight=441.154 298.615 142.539 128.38 65.9166 51.0201 39.2437 28.1349 115.579 109.128 70.0029 39.1253 6.45127 32.6359 56.0215 46.1902 41.7072 30.5102 11.7764 11.1088 24.4863 22.613 8.14765 13.9814 6.60756 14.8965 14.1585 10.958 5.91651 12.8009
internal_count=4034 1916 2118 1809 875 794 741 372 889 818 619 199 71 153 380 338 292 186 53 369 293 287 182 239 142 81 309 260 70 920
is_linear=0
shrinkage=0.00322997


Tree=243
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 1 2 2 0 4 4 4 4 1 3 2 2 3 4 3 2 1 2 3 2 1 3 3 3
split_gain=1.2409 1.5352 1.07969 1.0029 2.00128 3.21267 2.12965 1.77727 2.70406 1.91031 1.89911 2.61039 3.65534 2.5824 2.21657 1.92963 1.79576 4.15884 3.82632 2.43628 3.60896 2.36153 2.18533 2.11371 2.07586 1.80967 1.85742 3.59024 1.75833 2.83419
threshold=83.740093847200015 0.20949500000000004 0.22598000000000004 85.705356740550016 66.590419433100024 66.351146659450009 65.687097501250022 -0.59502499999999992 -0.23401999999999998 97.991610396700011 42.488347682450005 41.942745071500006 41.385032804600009 40.80591513400001 71.015621515800021 0.089675000000000019 0.061925000000000015 -0.059424999999999999 0.10157500000000001 38.334060527150008 0.089675000000000019 -0.090495000000000006 71.104340634100012 -0.078504999999999991 0.099855000000000027 -0.12546499999999997 69.64719632740001 0.09013000000000003 0.10184000000000003 0.11768500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 5 6 -5 -6 9 -9 11 12 13 16 -13 -12 17 18 21 24 -21 25 -19 -23 -18 -10 -27 -28 -1 -30
right_child=1 2 -4 4 7 -7 -8 8 10 -11 15 14 -14 -15 -16 -17 19 22 -20 20 -22 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0038454183777361529 -0.021519213159949344 0.024933384813848936 -0.020943137319422423 0.0028607507273351231 0.0075877329608991309 0.01812567508766362 -0.012082048912454442 -0.020556891538695575 -0.0079612910581383818 -0.0019869401344513298 -0.002986572549624057 -0.0082263565900216225 -0.016071090980358322 0.0091088711751495487 0.013372660499499128 -0.019335694014270384 -0.0091854419400622458 0.014249996860886115 -0.021305210290339875 -0.0046307163490237353 -0.03028750181876598 -0.025153068532800391 0.0016561691884647164 -0.0030876449877938351 0.01017165364006631 0.02040977358379335 -0.014071327134586921 0.014088501501293864 0.010523502090901658 -0.013089058060420714
leaf_weight=40.007687518256716 2.2084182628896083 0.64490787684917439 0.32698472263291478 136.8059139251709 11.05283632641658 5.7327180206775656 4.1565146446228018 4.878981832880525 3.8457077322527704 4.5076352439355105 19.323650146252479 2.4593752697110167 5.8072817707434288 13.332593001425264 10.987280329689382 3.6263068951666346 4.1781201111152786 11.309108361601842 4.5021957461722186 7.472877355758099 3.362030350137502 2.4573606085032225 12.023099339567123 7.263330618850885 5.3353279009461403 3.672852098941803 3.2097805077210069 4.7468357682228088 9.3449721280485374 2.7923972923308602
leaf_count=798 693 2 62 741 79 30 27 107 49 69 429 38 60 76 52 62 54 43 81 75 36 43 79 70 24 11 40 20 55 29
internal_value=0.000747728 -0.0120403 0.00949863 0.00086453 0.00132775 0.0030339 0.00242014 -0.000348021 -0.000982233 -0.0116392 -0.000206271 0.000955382 -0.000275191 0.000782703 0.00942223 -0.00556989 -0.000730128 0.00126277 -0.00384206 -0.00592387 -0.0125919 -0.000721608 0.00776039 -0.00866572 0.0016704 0.00426846 0.00831268 0.00272854 -0.00176535 0.00509105
internal_weight=351.375 3.18031 0.971893 348.195 296.05 146.695 140.962 149.355 138.302 9.38662 128.915 105.965 92.5185 86.7112 13.4467 22.95 73.3786 53.0303 29.6981 20.3484 10.8349 25.1959 23.3322 9.72069 9.51345 15.4752 11.6295 7.95662 52.1451 12.1374
internal_count=4034 757 64 3277 2395 798 768 1597 1518 176 1342 851 761 701 90 491 625 436 314 189 111 233 122 113 78 120 71 60 882 84
is_linear=0
shrinkage=0.0205657


Tree=244
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 0 1 0 3 4 4 3 1 2 4 0 1 3 2 3 3 1 0 3 1 0 0 4 4
split_gain=1.09912 1.38378 0.935325 0.899033 2.26146 2.73339 1.77353 1.28854 2.55294 3.30582 2.22262 3.49423 3.09092 3.06977 2.22641 2.18453 1.44693 4.87348 1.8972 1.6928 2.1928 1.66419 1.47933 3.07428 3.90139 1.81338 1.87245 1.89436 1.93822 3.34183
threshold=83.740093847200015 0.20949500000000004 0.22598000000000004 83.116371560950014 81.479100559500012 104.91170162450001 105.33378955095002 80.468240302450013 98.142164052000012 0.083950000000000011 40.00488309970001 42.310579034350006 0.089850000000000027 73.553525990900013 -0.51146999999999998 33.151194885250007 96.682331287150021 72.378669787950017 0.10065000000000003 -0.117885 0.089850000000000027 0.082535000000000011 71.096275259700022 96.039789794050009 0.079605000000000023 70.897329358050015 94.047642319350018 93.805681087600007 38.400997490450003 38.748048509250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 -6 -7 8 16 -10 13 12 -12 -11 -13 -15 17 22 19 20 -18 -21 25 24 -24 26 27 28 -1 -30
right_child=1 2 -4 -5 5 6 -8 -9 9 10 11 14 -14 15 -16 -17 18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0070840571358334941 -0.02865748410728361 0.031488443176942792 -0.027945761238757798 0.014448476396371576 -0.032553570719983313 0.041877401861878966 -0.028145816423056545 0.0099464111889034975 -0.030987776070943444 0.017822307799430628 0.024925966270222817 0.0067439177952509756 -0.0027277831532646147 0.0085541621466507095 -0.035127420666560841 -0.033694223158524259 0.0096179807341763134 -0.032785576674051027 -0.010666219583212212 0.0027573481973975447 -0.02210500828142465 0.018369161830940891 0.012605049764408677 0.008983955793944948 -0.030965975291021706 0.023143782932668944 -0.0097163150618031213 0.015444801101783145 -0.027215582813120427 0.00088519955193916064
leaf_weight=39.702532984316349 2.0051813675672743 0.6158071644604205 0.29633350716903806 3.7450470614712676 3.0925071223173282 0.75589865213260032 0.42805656499695033 12.153653848450629 3.7946246881037977 1.5966563820838953 5.4900708049535769 1.5204205485060809 6.8821216523647308 1.1561147794127462 2.6008094316348425 4.6202071099542081 4.3028439115732935 3.2081089047715059 4.0739528629928818 7.893677772954109 2.6667007133364677 14.891884770244358 2.1579992547631246 4.9737204629927874 5.5361013868823647 2.9640882005915037 10.724636355880646 7.6918241409584871 3.2547417990863314 182.08572005620226
leaf_count=357 693 2 62 27 123 5 48 88 154 5 21 10 53 13 44 93 26 155 31 44 25 48 16 23 181 11 130 35 22 1489
internal_value=0.000911708 -0.0158892 0.0121796 0.0010542 0.000906764 -0.0189561 0.0165607 0.00115961 0.000829794 -0.00715625 -0.00336717 0.00224127 0.00954337 -0.0159133 -0.0196801 -0.0252383 0.00157576 0.000885733 0.00692602 0.00933468 -0.00251993 0.0129607 0.00130266 -0.00785813 -0.0187454 0.00177358 0.0015134 0.00203088 0.0015724 0.000391725
internal_weight=346.882 2.91732 0.912141 343.965 340.22 4.27646 1.18396 335.943 323.79 27.661 23.8664 16.4934 12.3722 7.37298 4.12123 5.77632 296.129 262.299 33.8291 29.7551 6.96954 22.7856 259.091 12.6678 7.6941 246.424 243.459 232.735 225.043 185.34
internal_count=4034 757 64 3277 3250 176 53 3074 2986 393 239 128 74 111 54 106 2593 2419 174 143 51 92 2264 220 197 2044 2033 1903 1868 1511
is_linear=0
shrinkage=0.0274876


Tree=245
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 0 0 1 3 2 0 2 1 1 2 2 3 0 1 3 2 2 2 3 0 0 4 1 3 0
split_gain=1.00947 2.12315 2.35357 1.04575 1.94695 1.01665 1.04608 1.76548 2.36694 2.02888 1.1817 3.3028 1.94277 1.33175 2.00373 1.32574 1.16975 1.33484 4.27084 1.65518 1.8672 4.8368 1.87407 2.90903 2.81753 3.26209 2.7464 5.53372 4.30437 3.30893
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 105.33378955095002 104.91170162450001 102.31465107045001 98.142164052000012 77.086159974350025 0.10828500000000003 -0.59681499999999998 101.10215645365001 -0.026144999999999998 80.468240302450013 81.479100559500012 -0.10290999999999999 -0.041369999999999997 0.41991500000000009 96.682331287150021 72.378669787950017 0.11768500000000003 -0.5775499999999999 -0.43644499999999997 -0.10623499999999998 0.049900000000000007 87.638358136350021 71.131225215400022 39.420767558750008 64.184249406300026 0.084565000000000015 93.899777122150013
decision_type=2 2 2 2 2 2 2 2 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 16 8 -8 -9 11 12 -11 15 -15 -12 17 18 19 20 -1 -22 23 24 25 -23 -24 -28 -29 -30
right_child=1 -3 -4 -5 -6 -7 7 9 -10 10 13 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 26 -25 -26 -27 27 28 29 -31
leaf_value=0.012602663580283809 -0.011123028684675625 -0.026136992649196406 0.0257654357398691 -0.023520113290694023 0.032568221662162826 0.010959750270188452 -0.018840812871210116 0.017328591623389945 0.0043712016558594743 -0.017860377968876118 -0.0051971501530473944 -0.032012144006366559 0.010768798223331445 0.0094674088480522309 -0.02703057505613736 0.012639520003576113 0.0099038778651681439 0.0053097931847526265 -0.027300229968808293 -0.0073604057738243696 -0.022849343014001777 -0.029292593566263729 0.0047777024455382426 0.008119632570103414 -0.028167101119726215 0.003821305682017071 0.00060989140131175801 0.0031988158904555008 -0.030418338997258734 -0.0095089205134425182
leaf_weight=7.4176937853917471 2.1622711546951892 2.3244378115632571 1.4498317248653618 1.573990164150018 0.7376646427437662 5.326504814438521 7.0010514203459007 3.2919649854302433 3.5807394403964281 1.9908934626728294 3.4857581844553351 2.4128786902874735 3.5711141277570277 1.4620401384308945 1.8221763353794793 6.3246459644287807 8.0686291507445258 33.278068658430129 2.9744914972688994 13.048018490429966 4.5842281943187109 1.7933507277630329 45.712734185159206 42.132544694468379 2.1020836434327057 15.220311396755276 93.774985873373225 7.1218288950622108 7.0772771313786533 9.6421816125512105
leaf_count=35 120 217 20 597 6 47 124 18 31 38 39 29 20 56 44 26 38 177 159 87 110 92 280 286 38 234 754 61 92 159
internal_value=0.000697373 -0.0073283 5.20853e-05 -0.00828065 -9.1652e-06 0.000895439 0.000732444 -0.0030661 -0.0109862 0.000374113 -0.00227491 -0.00932213 0.000521124 0.00201699 -0.0107827 0.00630193 0.001184 0.000937889 0.000361929 0.000691544 0.00113563 0.000764457 0.00124648 0.00471067 -0.00280293 0.000330885 -5.25928e-05 -0.00192994 -0.0119198 -0.0183598
internal_weight=342.466 8.2482 5.92376 4.47393 2.89994 334.218 328.892 34.9433 10.5818 24.3615 21.0695 7.97489 5.56201 13.0946 3.28422 9.8104 293.948 285.88 252.602 249.627 236.579 229.162 224.577 61.2483 19.1157 17.0137 163.329 117.616 23.8413 16.7195
internal_count=4034 960 743 723 126 3074 3027 425 155 270 252 87 58 165 100 65 2602 2564 2387 2228 2141 2106 1996 650 364 326 1346 1066 312 251
is_linear=0
shrinkage=0.0232224


Tree=246
num_leaves=31
num_cat=0
split_feature=1 2 0 0 3 0 3 0 3 1 2 1 3 3 2 3 4 4 3 0 0 1 0 4 0 0 3 2 1 2
split_gain=0.92632 1.15669 0.917233 1.5899 2.58658 1.67805 1.474 2.69275 2.63788 3.2976 2.67622 2.31348 2.21798 2.13602 2.46541 2.73323 1.99266 3.16482 4.32588 3.26178 2.74192 1.41228 3.26461 2.99343 2.90819 2.02566 2.76079 2.61723 1.64743 1.6077
threshold=83.740093847200015 0.20949500000000004 85.705356740550016 85.812895065800021 0.098105000000000026 85.861287312150012 -0.15572 71.131225215400022 0.10184000000000003 61.982402197500001 -0.59502499999999992 61.977025281250008 0.11768500000000003 -0.25095999999999996 -0.23349 -0.55648999999999993 37.999598532650005 40.750688432250008 1.0000000180025095e-35 85.242941942100018 83.503509531750026 64.665483411650015 89.415428960600011 38.625745710700009 89.493394246350007 85.995710218650018 0.10932000000000001 -0.056724999999999998 62.837331883000012 -0.095204999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -5 7 -1 9 11 -11 16 -10 14 15 -9 20 -18 -19 -20 -8 23 29 -7 25 26 27 -25 -27 -23
right_child=1 -3 3 5 -6 21 8 13 12 10 -12 -13 -14 -15 -16 -17 17 18 19 -21 -22 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.029182487980641634 -0.024034438834594812 0.0095592980380890692 0.015796736648471348 -0.01754712160122588 -0.0051273067519944319 0.018579834422097673 -0.0082755581661480178 0.0051562605245169717 0.01041372289908786 0.018939177998035094 -0.026973919789751503 0.024459253696994004 -0.013278921585141004 0.022100581866813761 0.012950987084995437 -0.037614529626348731 -0.033241502679340049 -0.029822127376910063 0.012244965957334378 -0.019190384281865171 0.026081738835658973 -0.03920624325048478 0.00012982783652544825 -0.02945412710310754 0.017789987643865291 0.0030730187070832963 0.0082472283922888669 -0.00072523670284488817 -0.011504793938499768 -0.0063676986638724949
leaf_weight=1.1209062660345797 1.710262016160413 0.79991651396267105 9.3821133822202665 2.6111449897289267 4.7229265980422488 6.2412408143281928 2.8226671312004425 1.758111607283354 8.9679699726402742 0.75792193412780751 6.1759240091778329 1.4562849029898632 2.7438778430223456 3.886860325932501 4.0098788109607995 1.4495086115784941 2.5800685905851415 2.8014800336677572 6.0937455622479302 2.4652368742972612 2.1961455047130585 1.6554813829716297 157.70803512877319 3.8813481219112873 5.9285234063863745 80.026205904781818 3.4774387087672949 2.9814417753368598 4.3460221812129012 1.5212166560813773
leaf_count=115 693 64 40 18 23 32 85 12 55 2 252 4 29 19 46 33 45 90 59 28 8 24 1668 35 44 438 13 13 25 22
internal_value=0.000626897 -0.0133292 0.000731231 0.00124297 0.00879054 0.000849225 -0.00210732 0.00488052 -0.00429435 -0.00821578 -0.0219553 -0.00354938 0.00486296 0.00831894 0.000897068 -0.0141717 -0.00570075 -0.0101863 -0.00495026 0.00319067 0.0067586 0.00102862 -0.000336371 0.00308327 0.00212225 0.00114153 -0.00849157 -0.0169733 0.00232211 -0.0234809
internal_weight=338.28 2.51018 335.77 284.483 14.105 270.378 51.2866 12.2253 39.0613 27.3495 6.93385 20.4156 11.7118 11.1044 7.2175 3.20762 18.9593 13.9405 11.3605 8.55898 5.01881 267.767 160.885 106.882 100.641 94.7125 10.3402 6.86279 84.3722 3.1767
internal_count=4034 757 3277 2395 63 2332 882 225 657 573 254 319 84 110 91 45 315 222 177 87 93 2314 1714 600 568 524 61 48 463 46
is_linear=0
shrinkage=0.0230596


Tree=247
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 3 3 4 1 0 3 3 1 0 3 3 0 3 2 3 4 4 3 2 3 3 2 4 4
split_gain=3.97539 5.44324 4.26822 3.11082 3.69071 4.55775 3.46672 3.00431 2.89443 3.19739 2.89887 2.5021 2.96853 4.93863 3.51284 2.94429 3.65639 3.10304 2.53906 3.02655 2.7601 2.49201 2.40696 2.40419 2.98603 2.39629 2.30406 2.18953 2.27076 2.09019
threshold=70.171445662850019 85.705356740550016 94.773526014550015 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.098075000000000023 39.110279783550006 71.096275259700022 94.203572890950014 0.10184000000000003 -0.15572 61.982402197500001 71.131225215400022 -1.0000000180025095e-35 0.078905000000000017 78.626646483100004 -0.25095999999999996 -0.23349 -0.55648999999999993 37.999598532650005 36.491284729650012 0.076615000000000016 -0.074999999999999997 0.097015000000000032 0.084090000000000012 -0.08786999999999999 41.827117825850003 40.377444152000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 8 4 5 6 23 22 -2 10 -10 12 14 15 -1 21 -17 -18 19 20 -16 -14 -6 -4 -25 -5 -8 28 -19 -9
right_child=2 -3 3 25 7 -7 26 29 9 -11 -12 -13 13 -15 18 16 17 27 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0049394698851776293 -0.0058319200605966223 0.00092393809424088833 -6.5063123673812074e-05 -0.0048949354715177463 -0.0029852199423312932 -0.0054462169911964229 0.0042352846099125568 1.0914523238626804e-05 0.0037371413835422737 -0.0042228607113131821 -0.0019858486818923318 0.0010854962756041092 0.00044038073452693031 -0.0039863291043240011 0.000592118239228686 0.003649601986966431 -0.0048076973216225269 -0.0051800111053266207 0.0038277479924183518 0.0022113457398543037 -0.0064680383198047961 -0.0050218856356389297 0.0018235331361755858 -0.0048306947601025425 0.0030538883206899675 -8.0751527661194496e-05 6.6710712373015737e-05 0.0014858252715051065 0.00073596660227148204 -0.0050885824843869727
leaf_weight=1.5850307643413533 3.0600271988660088 208.69503652211279 4.8938674221280944 3.5425327187404028 1.7510706731118251 2.7599281580187371 2.2132868156768373 4.6382946548983446 2.5078601916320604 3.7719250987283885 3.2376567870378494 13.376807244494556 2.0956674320623234 9.3550166012719256 1.8882552050054076 3.9353815019130804 2.4375419719144693 2.0264716856181595 4.3768482208251944 4.5391397261992088 1.6626204466447223 3.6674160463735461 32.66843903879635 5.6766093545593321 0.88674134528264392 3.0916547547094524 48.717237610369921 7.2408137917518625 2.1194327287375927 1.7743107264395801
leaf_count=115 49 1041 196 123 46 63 14 38 21 190 49 81 53 250 12 15 63 25 19 46 33 104 345 339 8 38 567 44 15 32
internal_value=0.000344632 0.000618383 -0.000243584 2.99029e-06 0.000169154 -0.000421192 -0.000198893 0.00111105 -0.00245132 -0.0013644 0.000512179 -0.000439012 -0.000873557 -0.00153057 0.000663686 -0.000553914 0.000251406 -0.000715966 0.00137607 4.96643e-05 -0.00271365 -0.00303561 0.00157889 -0.00218486 -0.00376545 -0.00265144 0.000247864 0.000159947 -0.0021557 -0.00140007
internal_weight=394.193 269.001 125.191 112.614 105.98 65.1477 62.3877 40.8321 12.5775 9.51744 5.74552 60.3064 46.9296 32.8777 14.0519 23.5227 17.7596 13.8243 12.4669 8.09002 3.55088 5.76308 34.4195 11.4572 6.56335 6.63419 50.9305 11.3867 4.1459 6.41261
internal_count=4034 1916 2118 1809 1648 1187 1124 461 309 260 70 875 794 569 225 319 162 147 110 91 45 157 391 543 347 161 581 84 40 70
is_linear=0
shrinkage=0.00399587


Tree=248
num_leaves=31
num_cat=0
split_feature=2 3 2 0 0 0 3 0 3 2 0 0 4 4 2 3 3 0 3 4 1 4 3 2 2 4 3 4 2 0
split_gain=0.980991 0.936433 0.807425 3.17775 1.72648 2.80126 2.85189 1.11377 1.55825 2.16618 1.81601 1.14722 1.62076 1.59105 1.52345 2.70309 3.57964 3.12138 3.08777 3.64909 3.39326 3.323 3.81604 1.77156 1.67623 1.73003 4.47954 1.79037 2.76897 3.23921
threshold=0.36215000000000008 0.09450500000000002 0.20949500000000004 89.953120586650016 92.313586825200005 93.953546284800012 0.089850000000000027 102.70985441565001 0.090735000000000024 -0.086139999999999994 105.33378955095002 101.86567856270001 32.051492741500006 40.984321400500008 -0.0068649999999999996 0.13041500000000003 0.10433500000000002 94.940210418650011 0.096315000000000026 36.010074051050005 63.705703859100005 40.636252116050009 0.080515000000000017 0.13747000000000004 -0.026144999999999998 35.419594101850009 0.094375000000000028 38.748048509250005 -0.14429 89.582113364650013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 -5 -6 -7 11 9 -9 -11 12 -1 -13 24 16 17 18 19 -16 21 -21 -23 -19 25 26 -14 28 -27 -30
right_child=1 -3 3 4 5 6 -8 8 -10 10 -12 13 14 -15 15 -17 -18 23 -20 20 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.02200222459804568 -0.029506489115343475 0.001302363314490083 0.023252936055741996 -0.019774918321119668 0.023004486575189945 -0.029525743567415816 0.0050105756520074088 -0.025310210512786546 -0.027212939771491907 0.0183027360499207 -0.024442387323614236 0.015841222274734813 -0.010561888260541061 -0.0028787461090700947 0.019979883947777777 0.016887827162223527 -0.02403342104443865 0.0017792737915153936 0.0099840068501089035 0.0074827024367577705 -0.031065767973928942 0.0089283056942789339 -0.033153217552889934 0.02241709716556101 0.0089997930367744713 -0.021314739061105533 0.019868866206444024 0.00115251924603097 0.011049975957765601 -0.0077300406216536935
leaf_weight=1.8577859746292222 1.2181506247725331 1.0805738307535646 4.4923999402672079 2.2007901538163415 3.0539736077189428 1.9337763586081562 4.9152618127409369 1.5632670451304869 1.9656708589754996 2.6453917813487351 0.73776676214765746 6.5925366301089507 4.2550955070182672 4.390015060082078 1.795394342392689 3.4759689830243579 5.1468425989150992 10.913735433015971 4.3720250632613888 4.531715841963889 5.7529986635781816 1.8179492992348967 4.0088992342352867 3.0999011020176104 15.394767629215492 5.1158716487698284 8.2541656540706736 195.51914848410524 7.7627812991850105 17.015307028777897
leaf_count=78 84 25 27 31 10 46 36 411 189 18 258 41 46 84 10 23 44 71 25 32 118 98 51 17 115 126 43 1684 44 149
internal_value=0.000660598 -0.015024 0.000768359 0.00594885 -0.000473673 0.00381573 -0.0047405 0.00049798 -0.00906717 -0.00185619 0.00898129 0.000710519 0.000430628 0.00835836 0.000570369 -0.00351888 -0.0052306 -0.00256408 -0.00816763 -0.0125994 -0.0162299 -0.00799022 -0.020024 0.00634449 0.00129543 0.000796918 0.00951767 0.000312962 -0.0051781 -0.00184641
internal_weight=336.88 2.29872 334.581 16.5962 12.1038 9.90301 6.84904 317.985 6.9121 4.94643 3.38316 311.073 300.09 10.9826 298.233 44.9154 41.4395 36.2926 22.279 17.907 16.1116 10.3586 5.82685 14.0136 253.317 237.922 12.5093 225.413 29.894 24.7781
internal_count=4034 109 3925 150 123 92 82 3775 876 687 276 2899 2774 125 2696 489 466 422 334 309 299 181 149 88 2207 2092 89 2003 319 193
is_linear=0
shrinkage=0.0240919


Tree=249
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 2 2 2 3 2 2 4 4 2 1 3 3 4 3 0 3 4 2 1 4 2 1 2 4 0
split_gain=4.61056 4.65171 4.49297 3.42928 2.40853 2.60779 5.12661 3.8746 3.38173 3.08444 2.82507 3.42248 3.70667 3.2028 3.05964 2.51588 2.32749 2.25422 3.29999 3.14324 2.24595 2.37113 2.8981 3.86834 2.53805 2.40983 2.17444 2.15654 2.1766 2.96312
threshold=70.171445662850019 85.705356740550016 94.773526014550015 107.57327517365 -0.10747999999999999 -0.054619999999999995 -0.068964999999999985 0.22598000000000004 0.096665000000000015 -0.59502499999999992 -0.14654999999999999 43.680097826700013 38.244973486750006 -0.116995 72.187789260650007 0.097015000000000032 -0.075324999999999989 39.110279783550006 0.087555000000000022 94.203572890950014 0.10184000000000003 48.226196960950006 -0.14138499999999998 62.052302108850007 48.96897326980001 -0.59502499999999992 83.116371560950014 -0.13509999999999997 41.898943182100005 67.04476885710001
decision_type=2 2 2 2 2 2 2 2 2 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 17 4 -4 6 9 8 -7 -6 14 12 13 -12 -11 -9 -16 -2 -19 -20 21 22 25 27 -23 -1 -18 -24 -29 -30
right_child=2 -3 3 -5 5 7 -8 15 -10 10 11 -13 -14 -15 16 -17 26 18 19 -21 -22 24 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0029475017252105426 -0.0049590982505030128 0.00078411060285107101 -0.0027483420504179328 -0.0036289434911392208 0.0017083072930453224 0.0017332146667067539 -0.0051282476170845352 -0.0043142231032426911 -0.00094527535353543636 0.0011678185918057157 0.0013447304142743318 -0.0041582955104133151 0.00074503840438077589 -0.0044162318002130743 0.0020154233841309884 0.00030264866626602025 -0.0044180119618133472 -0.0038632025849122762 0.0032696320690140364 -0.0019599803691588095 0.0009425237236464299 0.0023561201870821247 0.0036878706384402254 -0.0041297213931233354 -0.0010074430159684724 -0.0033446986142672218 0.00042973124049298412 0.00050420583894581904 0.0048564374331646707 -0.0027474932136539957
leaf_weight=0.85280041769146819 3.0271885050460687 218.52131598629057 3.797350183594971 3.3323210293892762 10.13177487300708 31.691959555726498 2.7079662326723399 2.8303801761940113 7.4562394954264155 3.0683979764580647 1.8813952594064174 2.3657046202570191 32.022116800770164 3.6011387780308786 1.0721838558092702 3.2435059938579798 6.902778451330958 4.2421925570815784 2.5545125231146812 3.4722763448953629 13.68369331024587 5.8691818267106992 1.8671532347798336 3.3256522705778471 5.6269427165389061 9.0601922525092906 1.4303813492879269 13.639945118688059 0.73305654712021251 6.2636359008029103
leaf_count=3 49 1041 114 649 65 151 50 60 65 26 16 93 199 64 12 23 137 187 16 57 81 19 6 79 34 366 85 105 4 178
internal_value=0.000280764 0.00054033 -0.000273643 -5.06005e-05 5.38114e-05 0.00015019 -0.000307893 0.000810478 0.00122306 -9.89589e-05 -0.000448775 1.62254e-05 0.000279544 -0.00243929 -0.00193508 -0.00184877 -0.00294736 -0.0022453 -0.0014453 0.000256641 -0.000334085 -0.000703883 -0.00115857 -0.00052731 0.000709776 -0.00280339 -0.0035859 5.06162e-06 -0.00032815 -0.00195082
internal_weight=410.275 279.444 130.832 117.536 114.203 110.406 65.1838 45.2221 39.1482 62.4759 52.3441 39.8704 37.5047 5.48253 12.4737 6.07389 9.40534 13.2962 10.269 6.02679 60.9223 47.2386 35.7424 25.8294 11.4961 9.91299 8.33316 22.5038 20.6366 6.99669
internal_count=4034 1916 2118 1809 1160 1046 747 299 216 697 632 372 279 80 260 83 234 309 260 73 875 794 741 372 53 369 222 293 287 182
is_linear=0
shrinkage=0.00357848


Tree=250
num_leaves=31
num_cat=0
split_feature=0 1 4 2 2 4 0 1 0 3 1 4 1 4 4 3 4 4 0 1 1 4 4 3 1 2 2 1 2 0
split_gain=0.891679 2.28404 1.64795 2.15779 3.12541 1.60446 1.53847 3.86626 2.84295 2.43858 1.97006 1.66922 5.25689 5.06071 3.28226 2.3921 1.75246 2.84037 3.4262 2.0532 2.30426 2.51734 4.87044 4.20877 2.61717 2.46263 3.60903 2.15715 2.00935 1.59069
threshold=85.667718326750006 61.87486387225001 44.756878345700009 -0.083064999999999986 -0.053159999999999992 35.171584490050009 91.066142252700018 67.649671936450019 90.297243227400017 0.13377000000000003 66.590419433100024 38.625745710700009 64.02831883475001 43.426640904350009 37.038444968100009 0.096010000000000026 43.047778594550003 43.182896969600009 86.692020874450009 62.111448187750007 62.052302108850007 42.824128352900011 41.872294782850005 0.088655000000000025 61.987779113750001 -0.088224999999999984 -0.074349999999999986 61.901748453550006 -0.06483499999999999 93.953546284800012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 8 10 11 29 -8 14 16 -14 15 -2 19 -18 -19 20 21 22 24 -24 27 -22 -27 -13 -26 -9
right_child=6 2 -4 4 -6 -7 7 9 -10 -11 -12 12 13 -15 -16 -17 17 18 -20 -21 25 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=0.0186943428747923 -0.017564771176639338 -0.032453182886830259 0.009341865285284922 0.0091695072680357433 -0.033288556596755371 -0.0012087039096127363 -0.00056437165674286401 0.007143701905749796 0.016168820957210561 -0.033304506572482545 -0.031886990653806034 0.012126391134328958 -0.034236445901184111 0.014051874826680367 0.023263861316970016 0.010215070140638821 -0.029136760084460388 -0.012867976818946206 0.017165906869538353 0.0094261832909105486 0.0039420211059780609 0.023661206256676236 0.0018120963900775677 -0.037037158131123099 0.0024907595762450876 -0.041176222520919251 -0.0039016221845151605 -0.0063335712411846925 0.019559113881163961 -0.00074297534805150981
leaf_weight=3.3260277736699235 3.7187350168824214 4.1818591207265845 1.982736594043671 3.4364041625522077 2.0254836603999129 28.377504354342818 2.2484069243073455 22.730822419282049 11.417634727898983 1.5759711039718229 4.2959333965554833 6.6148656308650997 5.6035343613475552 2.2301559580955654 7.6449866741895667 5.8822736777365208 3.1492712870240203 6.5431645289063436 4.8696425557136536 31.796023465692997 6.4450945630669594 4.2561886571347705 4.1913227178156358 4.0114824213087559 8.6495210751891154 3.1492651477456093 4.8490557186305505 15.687284104526041 12.248916499316691 108.63353047997225
leaf_count=82 24 179 58 41 63 419 14 153 70 59 55 25 54 39 33 28 26 47 17 203 27 18 20 44 33 33 23 77 52 2018
internal_value=0.00073947 -0.00289013 -0.0131689 -0.017797 -0.00657562 0.000879331 0.00127725 -0.00078195 0.00315507 0.000219521 -0.0211256 0.00210529 0.00100859 -0.0204894 0.0100093 -0.000544827 0.00245464 -0.00634285 -5.30508e-05 0.00371186 0.00112007 0.00362395 0.00196487 -0.0171867 0.00560131 -0.00852896 -0.0185782 -0.000858307 0.0124948 0.000621707
internal_weight=335.773 43.33 11.6265 9.64375 5.46189 31.7035 292.443 139.485 152.958 132.94 6.54434 141.541 124.295 7.83369 17.246 9.60101 116.461 14.5621 11.4128 101.899 70.103 55.6596 51.4034 8.20281 43.2006 14.4434 7.99832 22.3021 20.8984 131.364
internal_count=4034 842 341 283 104 501 3192 2299 893 2230 69 823 738 93 85 52 645 90 64 555 352 269 251 64 187 83 56 102 85 2171
is_linear=0
shrinkage=0.0271114


Tree=251
num_leaves=31
num_cat=0
split_feature=2 1 4 4 0 2 0 4 0 0 3 0 3 2 0 1 3 3 0 0 3 0 4 1 4 0 1 2 3 3
split_gain=0.948372 0.920681 0.860111 1.54866 0.84445 0.752068 2.73422 1.48673 1.41519 2.48377 2.57008 0.972658 1.45165 1.92631 1.60912 1.07879 1.57967 2.35016 3.06463 1.2748 2.65751 1.89914 2.26544 3.6049 1.7031 1.51234 3.63446 2.13292 3.73048 1.92239
threshold=0.36215000000000008 54.879495816850003 38.625745710700009 38.334060527150008 67.04476885710001 0.20949500000000004 89.953120586650016 32.051492741500006 92.313586825200005 93.953546284800012 0.089850000000000027 102.70985441565001 0.090735000000000024 -0.086139999999999994 105.33378955095002 80.468240302450013 0.096665000000000015 0.087475000000000011 101.18549865570002 98.142164052000012 0.083950000000000011 101.86567856270001 40.844669808050007 73.553525990900013 42.310579034350006 96.682331287150021 72.378669787950017 -0.0034049999999999996 0.13041500000000003 0.099855000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -6 -8 -10 -11 15 13 -13 -15 19 17 18 -17 25 -21 22 23 -22 -24 26 27 -9 -29 -27
right_child=2 4 -4 -5 5 6 8 11 9 10 -12 12 -14 14 -16 16 -18 -19 -20 20 21 -23 24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.023302362592304303 -0.024760292800879578 0.028181449755422913 -0.032988128039666345 0.024037230945808331 -0.019419316186700175 0.021278713722087162 -0.017047998779867096 0.00137540942666138 0.021277781504227076 -0.027387840566238376 0.0044674538208402219 -0.023862462389745268 -0.025567494834502685 0.016310314379021296 -0.023097090160777368 -0.033299709666101324 -0.0071210932989482553 0.023217246738537287 0.01006188522298174 -0.025704890963949838 0.012851528262256636 0.01240119252026162 0.0084216643594895793 -0.028308185608522916 -0.012270404046332535 0.0076377467228427353 -0.026634716310406314 -0.0078922553687161556 0.019244689036634406 -0.0094636567228398305
leaf_weight=0.82994814007542927 0.77137488988228076 0.58069058833643694 0.81188493105582882 0.60061286017298698 1.9466167667997059 4.2021620636805883 2.1089428439736357 205.13678066129796 2.8790043368935567 1.7918709325604139 4.9414841285906732 1.3976707520196208 1.8006273335195144 2.5844214803073555 0.6794373373268171 1.0733661372214536 3.0486698076128951 4.7282777056097984 4.0001926645636559 2.7731980304233756 1.522250778973105 3.8746421188116065 6.0900457613170129 4.0291609857231379 3.1250749966129661 27.929999504238371 2.580988601082935 26.431182650383565 2.9208781179040662 3.8880324382334939
leaf_count=125 67 6 38 4 133 27 31 1714 10 46 36 378 176 18 248 24 22 18 68 98 5 27 35 75 32 134 148 245 15 31
internal_value=0.000567532 0.000666908 -0.0143987 -0.00339828 0.000727546 0.000678866 0.00550901 0.000432004 -0.000144528 0.00356408 -0.00400983 0.000556813 -0.00819072 -0.00147852 0.00810688 0.00074328 0.00720395 0.0116595 0.000888272 0.000457292 -0.00489331 -0.00179723 -0.0055228 -0.0170218 0.00140447 0.000883417 0.000257363 0.00055336 -0.00519181 0.00554803
internal_weight=331.079 328.896 2.18387 1.37199 328.066 327.485 15.9235 311.562 11.7213 9.61236 6.73336 309.615 6.46216 4.66153 3.26386 303.153 12.8505 9.80184 5.07356 290.302 21.4144 18.6412 14.7665 5.55141 9.21512 268.888 237.07 234.489 29.3521 31.818
internal_count=4034 3925 109 71 3800 3794 150 3644 123 92 82 3511 820 644 266 2691 132 110 92 2559 272 174 147 80 67 2287 2122 1974 260 165
is_linear=0
shrinkage=0.0227863


Tree=252
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 1 3 1 1 2 1 4 1 1 3 4 3 2 2 4 3 2 2 4 3 4 4 3
split_gain=4.49932 4.32411 4.22556 4.20257 3.94484 4.45612 4.13372 3.87699 3.27294 3.21421 3.67338 3.69366 3.0998 3.0575 2.61011 2.51242 4.16208 3.90845 2.3443 3.14595 2.29474 2.2633 2.14354 2.05002 6.39868 2.01772 2.00679 1.89992 3.65287 2.24309
threshold=70.206395618550019 96.039789794050009 85.667718326750006 97.878695155250014 71.096275259700022 70.776348742200014 95.262825394300009 61.87486387225001 0.076615000000000016 78.10777406390001 81.479100559500012 -0.085584999999999994 83.740093847200015 42.47354681640001 72.187789260650007 72.752365468100024 0.09180000000000002 39.952536079750011 0.076835000000000028 -0.083424999999999985 -0.092479999999999993 37.52517992975001 0.12201500000000003 -0.59681499999999998 -0.092710000000000001 39.110279783550006 -0.16320999999999999 44.421469061800003 47.927946529500012 0.080135000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 18 5 6 -2 21 14 15 23 12 13 25 -6 -5 17 -17 -3 -20 -19 -1 -18 -11 -25 -12 -9 29 -29 -4
right_child=1 3 27 9 8 -7 -8 26 -10 10 11 -13 -14 -15 -16 16 22 20 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0016944686390000796 -0.0034874298938390074 -0.0012527679988114161 0.0013387693197676439 0.0010337485551440478 0.0019630596227472245 0.0022764335560261154 0.0025118545623487409 0.00085658852900753681 -0.0035437937548766156 0.0034054074833271696 9.4939951366054235e-05 -0.0030055209780242612 -0.0033793256319529161 -0.0034763156573157489 -0.0034470883258779011 -0.0039013794293973978 -0.0042455590098620152 0.0022166507713960231 0.00015735544402617707 0.0020522796933570078 -0.001428817492880612 -0.00020647050475192593 -0.00081103696593716392 -0.0037116426004480552 0.0010214872734078289 0.0038789501698784502 -0.0023118457886888936 -0.0031570881409297203 0.0012890419326658049 0.00054732432138011346
leaf_weight=7.7898517891298971 4.1924882316961902 4.6557195261120787 44.795236576348543 3.4891165662556913 2.3388874791562553 4.6996242702007294 1.5646215528249738 2.3976206565275797 9.7104921275749785 2.5382519885897663 2.6362201096490008 6.506864274153485 1.9425732567906377 1.1798605145886538 1.4228247646242378 2.3801978994160908 6.9873990099877101 4.2848906945437193 16.983546180650592 17.802354287356138 2.8539858423173428 30.706900082994252 2.4295734241604805 3.2291239984333577 23.129710347391661 2.9761795643717051 11.470924783498045 3.6418217876926056 3.6912268474698067 171.67353230342269
leaf_count=127 98 36 236 43 15 19 5 26 266 12 35 438 398 72 62 45 82 25 89 60 24 374 30 93 143 13 308 54 17 789
internal_value=0.000241827 -0.000241506 0.000469232 3.14864e-05 -0.00145087 7.14887e-07 -0.00185699 -0.000336208 -0.00257754 -0.000451259 4.20763e-05 -0.00120905 0.000129204 0.00113264 -8.32672e-05 -0.00142228 -0.00187482 -0.000406108 0.000846196 0.00112712 0.000759263 0.000178186 -0.00335945 0.000701978 0.000441649 0.00210155 -0.00176408 0.00065769 -0.000919046 0.000711103
internal_weight=406.102 129.935 276.167 106.006 23.9289 10.4567 5.75711 52.3653 13.4722 66.5639 44.1388 15.2417 8.73483 6.79226 3.76171 22.4252 18.936 9.51907 39.4416 34.7859 7.13888 38.4968 9.41697 28.8971 26.3588 5.6124 13.8685 223.802 7.33305 216.469
internal_count=4034 2103 1931 1638 465 122 103 835 343 1453 1204 956 518 120 77 249 206 94 185 149 49 501 112 248 236 48 334 1096 71 1025
is_linear=0
shrinkage=0.00314969


Tree=253
num_leaves=31
num_cat=0
split_feature=2 1 2 2 2 2 1 4 0 2 2 3 3 2 1 2 0 3 3 0 1 4 4 2 3 3 0 3 1 2
split_gain=0.864598 0.850291 0.818594 3.69512 2.36159 2.28628 2.95496 1.97815 2.16291 2.48033 2.07984 2.60768 3.87101 2.36232 4.23667 3.38878 5.70127 2.43371 4.43955 2.42724 2.31258 2.11349 2.10037 2.42178 2.9115 3.02149 2.00236 1.93764 2.13989 1.91528
threshold=0.36215000000000008 54.879495816850003 -0.079634999999999997 -0.077085000000000001 -0.08262499999999999 -0.081354999999999997 61.907125369850007 42.719328117250008 90.407470010750018 -0.031449999999999999 -0.06828999999999999 -0.14860999999999999 0.082535000000000011 -0.053159999999999992 70.641925835650014 -0.041369999999999997 95.262825394300009 0.084090000000000012 0.086520000000000027 86.329079026800017 72.752365468100024 34.654301448200009 41.436838994450007 0.15607500000000005 0.09914000000000002 0.10791500000000002 96.851704149400021 -0.23921499999999998 63.705703859100005 -0.23349
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 6 -6 10 9 -9 11 -5 -13 14 19 16 -15 20 26 -12 -17 -20 -23 24 -24 -26 -19 28 29 -3
right_child=-2 2 3 7 5 -7 -8 8 -10 -11 13 12 -14 15 -16 17 -18 18 21 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.021726425077962144 -0.013267555527973318 -0.014909116350923289 0.014600804235238067 0.015216464741810608 0.0099321457907713927 -0.0014774772056609759 -0.029714158359476286 -0.039236610798084569 0.0012991676358132353 -0.0083598629815562608 0.0037140109321711339 -0.030814733656350866 -0.0032009561919216964 -0.03002684513806397 -0.013048893140990992 0.010997137079113657 0.00729678931523128 -0.036129241938390982 -0.019428232101937781 0.020511430746631438 -0.0048705725849001414 0.0049331729987425891 -0.026021736788332538 0.012296262657180311 0.014595491273862738 -0.01589252064408533 -0.0032005668817721498 0.00095837221042537784 -0.026375480643340086 0.0051553822056806574
leaf_weight=0.76968998019583423 2.0440714631695291 3.7703610629541799 9.5805657216114906 2.5733965486288097 1.1006816439330576 6.5452137619722617 3.7634977721609175 1.5207137074321506 7.4904871164471842 5.2377040365245175 6.3913730420172277 2.7613042303128195 13.756458947900681 3.9066327139735213 3.1356705083744592 21.727676233276728 3.5284543503075838 2.1067835083231325 2.0608593985089092 9.9850373119115812 5.146135183167643 39.405339256220032 3.4200222451472637 2.761594026349484 2.816922633908689 3.0853433590382338 1.3874805095838381 151.09831948485225 2.3308866898296392 5.0306224878877384
leaf_count=125 109 67 101 7 7 54 87 23 217 95 30 31 98 28 59 127 20 41 36 43 107 280 49 14 13 36 34 1911 133 52
internal_value=0.000531818 0.000617763 0.000670289 0.00180111 -0.000331233 -0.00969091 -0.0207429 0.000950733 -0.00657754 -0.0153074 0.00177616 -0.00471237 -0.0078172 0.0028935 0.00961599 0.00145764 -0.0123142 0.00267782 0.00019003 0.0139557 0.00795859 0.00170676 0.00255269 -0.00521001 -0.010396 -0.00134178 -0.0230541 0.000327018 -0.00824266 -0.00344029
internal_weight=330.239 328.195 327.426 153.786 173.64 11.4094 4.86418 144.205 14.2489 6.75842 129.956 19.0912 16.5178 110.865 19.5121 91.3532 7.43509 83.9182 57.0443 16.3764 26.8738 53.5501 51.4892 12.0839 9.32229 5.90227 3.49426 162.23 11.1319 8.80098
internal_count=4034 3925 3800 1489 2311 148 94 1388 335 118 1053 136 129 917 132 785 48 737 503 73 234 428 392 112 98 49 75 2163 252 119
is_linear=0
shrinkage=0.0212838


Tree=254
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 1 0 3 0 3 3 2 0 0 0 4 1 0 4 3 3 1 2 1 2 2 3 2 3 3
split_gain=2.82817 3.97257 3.39561 2.69331 2.52837 3.15007 2.48632 2.32968 2.18816 2.13757 5.37289 3.87481 5.04237 3.28052 4.43656 2.71039 4.65243 5.07204 11.0096 2.62864 2.44363 2.33913 3.57574 2.83211 1.98821 4.51253 3.32602 3.24836 2.77732 2.42995
threshold=70.171445662850019 85.995710218650018 94.773526014550015 107.57327517365 39.110279783550006 71.096275259700022 94.203572890950014 0.41214500000000009 85.925810307250018 0.087555000000000022 0.09013000000000003 -0.22932499999999997 87.638358136350021 87.278104746850019 91.066142252700018 41.50623664750001 63.705703859100005 93.692765846100016 37.903039192800001 0.097970000000000015 0.088220000000000021 62.272755675600003 -0.081874999999999989 62.084563606450011 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.22598000000000004 0.098075000000000023 0.097015000000000032
decision_type=2 2 2 2 2 2 2 2 2 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 24 -2 6 -6 8 -1 11 13 12 -3 20 -15 16 -12 18 -18 -20 -11 22 -17 -24 25 26 -4 28 -26 -29
right_child=2 9 3 -5 5 -7 -8 -9 -10 10 15 -13 -14 14 -16 21 17 -19 19 -21 -22 -23 23 -25 27 -27 -28 29 -30 -31
leaf_value=-0.00015738674814843955 -0.0055367392956588114 0.0021190770995102486 -0.0021585672261686165 -0.004006323178287155 0.0037532684919823834 -0.0041705993216154145 -0.0016940032064983136 0.0026922519751301746 -0.0030522948084835185 -0.00137455778957851 0.0027011491358961627 0.0015647413764405575 -0.0060177831829199739 0.0021254847755250062 -0.0033816756191953467 0.00095355833446394988 0.0018573203477499055 0.0028313520043540428 -0.0017678457239532828 -0.0058628628070712101 -0.006083491417183973 0.00135170387377685 -0.0046500485054866807 -4.5207913858100836e-05 0.0015966468564489128 -0.0055340099267256627 0.00027621998637099526 -0.004653722237503005 -0.0012560070475381008 0.00040169923315347861
leaf_weight=82.435601372737437 2.7834924645721904 2.286457327194511 10.596480310661716 2.564459284185431 2.326915458776055 3.4195069037377834 2.9877505023032427 4.2601204179227343 4.2882881537079802 3.5220350623130825 23.653076075017452 73.740728879347444 2.4770592888817191 5.6702717021107656 3.823732040822506 7.1708325669169417 12.134946890175348 9.2475687861442548 4.9944745190441591 4.7982695773243904 3.3634185269474983 9.6875632554292661 5.2323937863111514 3.4665641635656357 32.948583808727562 2.5270313220098606 50.51097701000981 2.8241072730161241 6.3560153171420088 3.1288445815443993
leaf_count=979 49 10 318 649 21 190 49 15 29 22 86 393 37 24 27 25 49 33 34 32 22 42 42 15 191 55 433 82 58 23
internal_value=0.000280563 0.000509457 -0.000215021 -3.96071e-06 -0.00225745 -0.00121238 0.000690971 -0.000160403 -0.000300533 0.000857188 0.000464163 0.00134163 -0.00211214 -0.00159841 -9.25369e-05 0.000884436 0.00137978 0.00037724 -0.000657733 -0.00377433 -0.00367479 -0.00017823 -0.00111216 -0.002815 9.02968e-05 -0.000359957 -0.00014599 0.000723378 0.00113534 -0.00199662
internal_weight=389.228 266.253 122.974 111.456 11.5177 8.73417 5.31467 90.984 86.7239 175.269 96.7651 78.5042 4.76352 16.3795 9.494 80.3857 54.8283 31.1753 21.9277 9.79274 6.88545 25.5574 15.8698 8.69896 108.892 63.6345 61.1075 45.2576 39.3046 5.95295
internal_count=4034 1916 2118 1809 309 260 70 1023 1008 893 453 440 47 95 51 358 234 148 115 66 44 124 82 57 1160 806 751 354 249 105
is_linear=0
shrinkage=0.00395117


Tree=255
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 0 4 0 0 4 0 4 2 1 0 3 4 4 0 0 2 2 4 4 3 2 4 0 1 4
split_gain=3.83489 5.59835 3.52762 2.75083 9.66938 2.19026 2.13308 5.96845 4.14014 4.02619 3.42767 3.90756 6.20837 2.829 4.58366 4.71717 3.77278 2.8537 2.81637 2.41577 2.37924 3.18256 2.06017 1.92371 6.4073 3.07129 3.35909 2.73497 5.50928 2.899
threshold=66.590419433100024 85.995710218650018 90.297243227400017 65.536543845950021 0.10371000000000001 107.57327517365 41.942745071500006 85.812895065800021 75.462331263550013 42.434124620650003 85.791387400750025 42.719328117250008 -0.22932499999999997 58.167480110400007 85.121961326250016 0.093325000000000033 38.064633603500006 39.110279783550006 69.018097124900009 85.812895065800021 -0.23349 -0.23375499999999999 41.385032804600009 41.289992964000007 0.087795000000000026 -0.023719999999999998 41.806790701050012 87.170566421650008 62.057679025150001 40.241071441700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 23 -5 -2 8 9 -1 -8 11 -11 20 -10 15 -15 -17 -16 -14 22 21 -13 -19 27 -25 26 -26 28 -3 -29
right_child=5 2 -4 4 -6 -7 7 -9 13 10 -12 12 18 14 17 16 -18 19 -20 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.0039425521173717488 -0.00011967136024409252 0.0019081452349040077 0.0029099030793082671 -0.005668977508114386 0.0027673664593478296 -0.0038546642755139357 -0.004658562098935181 -0.0053599429795581337 0.003083041609398849 0.0028666464380396098 0.0046723682278493458 0.00091142665838703934 0.0028643758273880519 -0.0048686912840372222 0.0032819061641415257 0.0023679323613996156 -0.0029547761869101307 8.2005971385148274e-05 -0.004350753591326857 -0.0011047909261296066 0.0038203693709336901 -0.0034155545939916539 0.002691168187470784 0.0017245066526963325 -0.0030958830821051588 -0.0039708029290667799 0.00042599404962537473 0.0012612115836424681 -0.0018364228937676487 0.0038781180027994107
leaf_weight=3.0746777141466728 155.57557515753433 18.204962179064754 13.92890854924917 3.8061252832412711 4.1079746261239052 2.317159134312532 2.8441915712319306 3.7903587743639937 5.9613991826772681 4.8229822847060921 2.1977509707212439 10.018641035072504 0.88087639678269081 4.3942769495770317 6.5347302481532088 4.4692911542952061 3.4170538010075688 9.432433404028421 7.3600942082703114 9.2619449794292432 2.618841812014586 3.2815097868442527 8.2494196370244008 33.456822533160448 4.8733314052224221 3.6951198130846015 20.521980218589306 13.044419609010221 8.3270481675863248 11.657054066658018
leaf_count=227 1715 66 64 29 14 649 55 39 21 40 5 141 20 81 22 23 26 38 184 39 6 28 25 178 35 28 82 62 39 53
internal_value=0.000282425 0.000598516 0.00109204 0.000883976 -0.00128992 -0.000174484 -0.000124232 -0.000820892 0.000356547 -0.000315244 8.09384e-05 -0.000267226 -0.000892831 0.00061212 0.000290213 -0.00170252 6.16699e-05 0.00102119 -0.00357953 0.000472895 0.000498023 -0.000156158 0.0012993 0.00103518 0.000586419 -0.000722492 -0.00024985 0.00158305 0.000732916 0.00249618
internal_weight=386.127 228.234 135.624 121.695 7.9141 157.893 92.6105 37.8152 54.7952 34.0249 31.1807 28.9829 24.16 51.7205 45.7592 12.2806 7.88634 33.4785 8.24097 26.9438 15.919 13.3002 17.6819 113.781 62.5473 29.0904 25.3953 51.2335 26.532 24.7015
internal_count=4034 1670 650 586 43 2364 1020 518 502 479 424 419 379 275 254 130 49 124 204 102 175 169 63 543 323 145 117 220 105 115
is_linear=0
shrinkage=0.00381338


Tree=256
num_leaves=31
num_cat=0
split_feature=1 2 0 1 4 2 2 4 1 1 1 2 2 2 4 3 2 1 4 1 0 4 3 0 4 4 4 4 1 3
split_gain=0.834992 1.1474 0.80188 2.1682 1.45383 2.05542 2.7136 1.41554 1.38348 3.09742 1.70175 1.67793 2.22724 1.69317 1.51703 1.3439 1.34058 3.53203 3.41645 2.60044 3.63809 2.04276 1.58648 3.33214 1.28511 1.91015 2.94605 1.8961 1.76456 1.67045
threshold=83.740093847200015 0.20949500000000004 85.667718326750006 61.87486387225001 44.756878345700009 -0.083064999999999986 -0.053159999999999992 35.171584490050009 66.590419433100024 66.351146659450009 65.687097501250022 -0.59502499999999992 -0.54526999999999992 -0.58559499999999998 39.256147742250008 0.097450000000000023 0.18145000000000003 58.167480110400007 42.488347682450005 57.041016153700006 71.332859575200004 38.400997490450003 0.049900000000000007 71.131225215400022 42.488347682450005 41.942745071500006 41.385032804600009 40.80591513400001 71.015621515800021 0.076130000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 -5 -7 -1 9 10 -4 14 13 -13 -10 -16 17 19 21 20 22 -19 23 -9 25 26 27 -14 -27 -26
right_child=1 -3 8 4 -6 6 -8 16 11 -11 -12 12 24 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 29 28 -28 -29 -30 -31
leaf_value=0.015006329381813437 -0.023866658244229733 0.0099141959376242445 0.0024824214404652171 -0.027007051515020641 0.0066036133895820623 0.0067379654551266424 -0.027704303913608438 -0.027098698683589887 -0.0072304076021702341 0.019709701116750286 -0.012760147434396268 -0.0025218701390313861 -0.0010117174941249615 -0.028346141711014329 0.0034291085479141261 0.021985438947888222 0.012950056512646149 -0.005971298642686973 0.010587075178581646 0.014812684796724625 -0.026763015049733302 -0.033614932598624546 0.022998953774717137 0.0091243400200152255 -0.024786048960533862 -0.009734452651878266 -0.016814287854920212 0.0086939967818626031 0.013006710352528515 -0.0034674434073084146
leaf_weight=3.3092454645084244 1.6060897820862003 0.77852091402746726 137.75633739866316 3.9845068193972102 2.0539347855374208 3.4247789778746665 1.8305363939143706 1.8595004279632208 2.5287366139236829 5.3821606002748004 3.9286400713026515 2.595229085534811 69.009132775943726 2.7030306837987146 3.9395282729528827 4.2107970155775547 3.2893043402582398 2.1819883715361339 2.0335914557799697 6.4119716146960846 2.6553088098298749 3.8604031670838594 1.7891874276101587 4.6017671674489975 2.1059790221042958 2.1598124783486119 5.4931871197186402 12.379881748929618 10.101048027165232 21.332437008619308
leaf_count=82 693 64 781 179 58 41 63 140 31 30 27 23 655 50 30 18 21 15 25 33 101 54 11 19 136 38 60 78 54 424
internal_value=0.000626471 -0.012838 0.000724089 -0.00217235 -0.0107745 -0.0146375 -0.005259 0.000864319 0.00116304 0.0027057 0.00205978 -0.000474355 -0.00120056 -0.0156967 0.00822184 0.0130161 -0.000767287 -0.00254412 -0.0150157 0.0032719 -0.00351343 -0.0236324 0.00396917 -0.00130036 -0.000574004 0.00056288 -0.000627875 0.000464595 0.00900074 -0.00538295
internal_weight=331.297 2.38461 328.912 43.286 11.2938 9.23982 5.25532 31.9923 285.626 147.067 141.685 138.559 127.88 5.29826 10.6791 8.15033 28.683 25.3937 8.07598 17.3177 10.9058 6.04239 8.25046 6.46127 122.581 99.1431 86.8822 81.389 12.2609 23.4384
internal_count=4034 757 3277 842 341 283 104 501 2435 838 808 1597 1518 73 79 48 419 398 94 304 271 69 170 159 1445 885 793 733 92 560
is_linear=0
shrinkage=0.0228363


Tree=257
num_leaves=31
num_cat=0
split_feature=0 0 4 2 3 2 2 4 3 1 0 4 2 3 4 4 4 0 0 1 4 0 0 0 4 1 2 4 3 3
split_gain=5.00225 6.19359 3.50956 3.88094 3.81157 3.63432 4.52122 3.17285 4.14522 3.12241 6.98045 2.97789 2.96321 4.32088 2.67531 2.61256 5.44525 2.58118 2.44083 3.17409 4.79713 2.2747 4.49228 3.13321 2.7802 6.97586 4.68933 3.79675 3.0536 2.60479
threshold=93.953546284800012 85.705356740550016 38.244973486750006 -0.046635000000000003 -0.10747999999999999 0.22598000000000004 0.059320000000000012 41.147265497500008 0.082535000000000011 75.408562100950022 99.994511703900017 40.80591513400001 -0.116995 0.094175000000000023 47.709122305950011 39.184300550350009 39.952536079750011 102.11570516885001 93.805681087600007 69.873026810350026 33.96174662340001 93.399723909900004 91.066142252700018 90.297243227400017 38.625745710700009 64.02831883475001 -0.13953999999999997 37.038444968100009 0.096010000000000026 0.087795000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -9 14 -11 15 13 -2 -10 -6 -17 -5 19 21 -21 22 23 24 27 29 -27 28 -3 -26
right_child=2 18 4 17 5 -7 -8 8 9 10 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00039671445969921343 -0.0043763276746772422 -0.0016678031695468978 -0.0039583766524885324 0.00054037542817750046 0.0015080919759973563 -0.0030266219546581288 0.0018700937383489067 -0.0032612574259144184 -0.0019718408519810693 0.0030273936338996339 -0.0014409278715404889 0.0024192952180850766 -0.0044936423565465778 0.0014917904877232199 0.00150586385632276 -0.0031473231341250783 0.00070335665017540411 -0.0040931993352724431 0.0030625471949555175 0.0047843612708028142 -0.0034555501456646543 0.0029296307181695298 -0.00090231797259201509 0.0025663796563667484 0.0014353020633889563 0.00020479670877745199 -0.005138095340181263 0.0036239908898136391 0.0020476130857374326 0.00042436738083257331
leaf_weight=58.91759477625601 2.7773274302016944 4.3657118156552333 2.8598959827795616 11.58799261599779 11.085473633371295 4.250483365263789 18.619074278511107 6.7699837542604646 14.143961902707817 8.7651533633470553 8.6186133562587184 9.145340010058133 6.3152003812138009 3.5574177980888635 3.4128957623615852 6.9586225838866111 13.267667288891969 1.7155510683078308 6.280214285477995 1.0971315801143635 4.4010025169700384 6.6613815352320662 16.881557400338352 14.590676136314867 56.987573508173227 4.0527928061783314 4.1149372942745668 10.016279906034468 7.4270350188016891 71.336959186941385
leaf_count=882 132 24 146 68 90 73 120 446 176 29 223 57 149 35 21 92 101 117 29 2 96 21 116 64 281 20 39 32 28 325
internal_value=0.000333729 0.000612468 -0.000222561 -0.00138656 5.74264e-05 0.000166766 0.000301441 -5.40129e-05 -0.000736316 -0.000247091 0.000812066 0.00064943 -0.00278466 -0.00108095 -0.00129581 0.000132499 -0.000621425 -5.71446e-05 0.000898034 0.000830717 -0.00181131 0.000904666 0.000833587 0.00100308 0.000858995 0.000672232 -0.00248698 0.00202785 0.000672154 0.000873313
internal_weight=400.982 267.131 133.851 25.9535 107.897 105.037 100.787 82.1677 41.7106 34.9406 17.3838 40.4571 12.6499 6.33475 17.5569 31.3118 20.2263 13.3035 208.213 201.933 5.49813 196.435 189.774 172.892 158.301 136.492 8.16773 21.809 11.7927 128.325
internal_count=4034 1959 2075 501 1574 1428 1355 1235 895 449 252 340 316 167 197 283 193 185 1077 1048 98 950 929 813 749 665 59 84 52 606
is_linear=0
shrinkage=0.00352557


Tree=258
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 3 2 0 4 4 3 3 4 2 4 0 0 4 0 4 2 0 3 2 4 1 0 2 2
split_gain=4.76051 5.02665 4.74531 3.29314 3.01701 4.84783 3.35076 3.70428 2.8878 3.51321 4.33249 3.47933 3.62352 3.5864 2.80579 2.59054 5.08406 4.26813 3.49965 2.85441 3.07611 6.08592 3.65091 2.58964 3.30689 2.53319 3.6599 3.24549 2.5025 3.22466
threshold=70.171445662850019 94.773526014550015 85.995710218650018 107.57327517365 0.22598000000000004 -0.048954999999999992 0.083495000000000028 -0.068964999999999985 96.039789794050009 41.827117825850003 41.147265497500008 0.09914000000000002 0.10828500000000003 40.467253020850002 -0.101395 41.942745071500006 85.812895065800021 75.462331263550013 42.434124620650003 85.791387400750025 42.719328117250008 -0.22932499999999997 67.469545241750026 0.076615000000000016 -0.074999999999999997 39.110279783550006 71.096275259700022 94.203572890950014 -0.23349 -0.23375499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 15 4 5 6 23 8 14 10 11 -10 -13 -14 -8 17 18 -1 -17 20 -20 28 -23 -3 -25 -2 27 -27 29 -22
right_child=1 3 -4 -5 -6 -7 7 -9 9 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0032474961077113597 -0.0044724868334851189 -0.00031413446462294649 0.00081755283877225601 -0.0031973959436111064 -0.0019866631541723303 0.0010979278154440246 0.00068514187648282198 -0.0032300955068718636 0.0010184344486612977 0.0016224944180654242 -0.0035300091128611872 -0.0044190432217941335 -0.0021553169910289629 0.0035970593359768224 -0.0036413300032707065 -0.0038038295415395722 -0.0042392634207968896 0.00059254169034080972 0.001995119777763673 0.003588885831288855 0.00071512838146914641 0.0038985335160359393 -0.0035641454778573742 -0.00390830088110284 0.0021790651027080864 0.0029023292533056828 -0.0033636772628964991 -0.0017362761474003366 0.0031997403453809625 -0.0028788978620057277
leaf_weight=3.0374911315739146 3.1643267078325144 7.1250485647469741 181.5055272448808 3.0997158242389551 6.5397208938375107 39.402802616357803 2.6056474559009075 3.190397556871182 18.274726572912193 17.921835851389915 3.3292413633316746 2.7347561898641279 2.6398478746414185 1.8108809553086755 3.4553036699071447 2.6320029036141923 3.6242450252175322 51.526607354171574 4.926208734046674 2.0264231488108626 10.236774106975645 0.7105764569714611 7.5779146421700716 5.9811521763913333 1.0378226833418009 2.7172744544222933 4.6554344901815057 3.3225246034562588 2.6363639384508195 3.2624129056930551
leaf_count=227 49 132 893 649 105 236 32 47 130 93 36 36 37 8 61 55 39 276 40 5 141 4 202 196 11 21 190 49 6 28
internal_value=0.000284709 -0.000203854 0.000522131 4.86724e-06 9.04009e-05 0.00021444 -0.000282117 6.38751e-05 0.000263015 0.000528278 -0.000152886 0.000288715 -0.00156717 0.000185169 -0.00178135 -5.94582e-05 -0.000694851 0.000378773 -0.00031713 -2.46512e-05 -0.00027414 -0.000731838 -0.00292437 -0.00165108 -0.00300823 -0.0019982 -0.00126615 0.000350609 0.000394417 -0.000153457
internal_weight=406.711 133.008 273.703 119.149 116.049 109.509 70.1067 55.9626 52.7722 46.7113 28.7895 25.4602 7.18549 4.45073 6.06095 92.197 37.6329 54.5641 34.0087 31.3767 29.3503 24.424 8.28849 14.144 7.01897 13.8596 10.6952 6.0398 16.1356 13.4992
internal_count=4034 2118 1916 1809 1160 1055 819 480 433 340 247 211 81 45 93 1023 520 503 481 426 421 381 206 339 207 309 260 70 175 169
is_linear=0
shrinkage=0.00314801


Tree=259
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 2 3 0 4 1 0 0 2 4 3 0 1 2 2 4 2 0 3 3 4 2 1 1 3 3
split_gain=0.809775 1.72509 2.00623 0.814574 1.35845 2.45158 1.76926 1.52844 7.35403 1.75924 2.58899 2.21073 1.63446 1.3932 3.96422 2.96809 5.177 2.4996 2.13188 5.39785 1.80017 1.74336 2.56232 2.14999 1.58465 1.53029 1.2927 2.80417 2.55888 2.64944
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 85.705356740550016 85.812895065800021 -0.091919999999999988 0.09062000000000002 85.995710218650018 40.636252116050009 64.665483411650015 89.415428960600011 89.705782438650019 -0.095204999999999998 41.289992964000007 0.087795000000000026 87.009258933850006 62.057679025150001 -0.023719999999999998 -0.06828999999999999 42.719328117250008 -0.08262499999999999 86.89903215050002 0.079430000000000014 0.08481000000000001 40.241071441700008 -0.06483499999999999 58.167480110400007 59.632689791450012 0.087555000000000022 -0.16320999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 26 5 -5 -7 8 -6 11 12 13 -11 15 21 16 25 18 19 20 -16 22 -15 -23 -17 -9 -1 -28 29 -29
right_child=1 -3 -4 4 7 6 -8 9 -10 10 -12 -13 -14 14 17 24 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0037083336374839036 -0.0096198064704327083 -0.029988722153791312 0.029134175415780984 0.022609818875358956 0.010833505024784081 0.012459993099349528 -0.013393784359956489 -0.0025141203233523535 -0.028278627077959612 -0.045355172798321491 0.00035249234364384297 0.022308476443292685 -0.0046109951251958161 -0.0048062815500440935 -0.012171820289751974 0.0074762129610375129 -0.017883256309259254 -0.029035552805171543 0.0090196937048433647 0.010075826163528681 -0.036247245727547291 0.010872082036208033 0.017856227956855732 -0.020635847777042186 0.026073486014079467 0.015783122103074965 -0.032902412274499651 0.0054513359449900071 0.0029767418920814415 -0.02363936338803169
leaf_weight=17.395450271433219 4.0235051077906965 1.9481058669625779 1.3021113988943396 6.1732831038534641 7.5508425831794721 3.9556768834590894 3.8431466482579708 4.8374512493610373 6.6654410809278488 1.4895867523737254 151.49130170280114 4.9095702767372122 1.4127236520871509 4.8873861879110398 5.5312901884317425 6.1431190222501737 6.9320572018623343 3.2411909438669673 6.9079379960894594 6.4582309126853952 3.8997131660580626 3.3615053519606581 14.800280600786207 3.0347769130021334 7.4859782308340073 11.067753888666632 2.5314208531053763 3.4665029533207461 18.354988554492593 6.8844678760506186
leaf_count=335 723 217 20 21 27 19 23 19 58 23 1465 37 22 24 26 35 35 28 27 22 42 17 106 24 45 47 82 40 164 261
internal_value=0.000817311 -0.00813759 -0.000144471 0.0010179 0.00158837 0.00983318 -0.000280372 0.00114887 -0.00750459 0.00164513 -0.000133911 0.00458287 -0.0255226 0.00360052 0.000753965 0.00766917 0.00168821 -0.0067366 -0.00356624 -0.00903805 -0.022127 0.00823144 0.0122303 -0.00407715 0.017691 0.0102182 -0.00222054 -0.0055222 -0.00310769 -0.013897
internal_weight=331.987 7.27372 5.32562 324.713 276.08 13.9721 7.79882 262.108 14.2163 247.892 154.394 93.4982 2.90231 88.5887 52.1223 36.4664 22.8373 26.0384 22.7972 15.8892 9.431 26.0839 19.6877 6.39628 13.6291 15.9052 48.6328 31.2374 28.706 10.351
internal_count=4034 960 743 3074 2192 63 42 2129 85 2044 1510 534 45 497 316 181 101 145 117 90 68 171 130 41 80 66 882 547 465 301
is_linear=0
shrinkage=0.0271374


Tree=260
num_leaves=31
num_cat=0
split_feature=1 0 0 3 4 2 4 0 3 4 1 0 0 2 4 1 4 2 3 0 1 3 3 4 4 2 1 2 4 4
split_gain=4.03032 4.56848 4.17447 3.17967 2.9098 3.46598 2.97902 3.3623 3.30387 2.54354 3.80615 2.79241 2.29955 2.19806 3.16693 2.82809 2.58511 2.25876 2.12975 2.70338 4.66989 2.03141 2.22901 2.0543 1.97911 2.61604 3.36556 2.20777 2.25396 2.13341
threshold=70.171445662850019 85.705356740550016 94.773526014550015 -0.10747999999999999 38.244973486750006 0.26941000000000009 42.599563320500003 100.27142289135001 0.092505000000000018 39.110279783550006 71.096275259700022 94.203572890950014 96.682331287150021 -0.26894999999999997 43.077238082650005 71.504920895500007 43.680097826700013 -0.089094999999999994 -0.09053499999999999 96.531777631850005 73.037342029850024 0.10184000000000003 0.11531000000000002 39.577821550850011 48.226196960950006 -0.14138499999999998 62.052302108850007 -0.13509999999999997 41.898943182100005 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 9 -4 18 6 8 13 12 -2 11 -11 -6 -8 -15 17 -17 -16 -5 -20 -21 24 23 -23 25 -1 27 -27 -29 -26
right_child=2 -3 3 4 5 -7 7 -9 -10 10 -12 -13 -14 14 15 16 -18 -19 19 20 -22 22 -24 -25 29 26 -28 28 -30 -31
leaf_value=-0.0026925257930529032 -0.0048380736719975947 0.00074790024240844013 -0.0028903838987497533 0.0041910276521239347 -0.00071751430316209725 -0.0044998383867884779 0.0030525618959969841 -0.0028114513412372233 -0.0002539614689118664 0.0032576160219483894 -0.0036632954632719031 -0.00156748622878181 0.0016023957612280081 -0.0048896412138236802 -0.0044533011444592915 0.004109335372245144 -0.00018023358835690063 0.0013696578405666103 -0.0047316859095507154 0.0022688651527781774 -0.0019875732435095613 -2.2748417514099817e-05 -0.0012169122367838578 0.0032677406588043391 0.0020818767306530783 0.0036176088160596877 -0.0039202089711837277 0.00043434178527896472 -0.0020124015303995667 -0.00097476974476375306
leaf_weight=8.9835605230182356 3.0118709728121749 210.38999310042709 4.3840068599674842 0.84722842555493372 5.7689615935087195 1.713193914387374 2.6161588989198199 6.271686475723981 24.282470107311383 2.5753745632246119 4.345880480017513 3.1501786727458239 40.37227368215099 1.6225956864655042 2.1292164828628306 2.7667573392391205 4.1482382593676448 1.2484527360647897 2.4625947289168861 4.1468268036842337 11.461951000615953 4.0500940643250924 4.2553564328700295 5.0194357372820377 5.5166260600090009 1.7754667550325383 3.0329474881291381 13.337828276678932 6.6734557151794425 5.2789485082030296
leaf_count=369 49 1041 210 8 45 38 10 416 215 21 190 49 371 18 43 6 52 11 34 15 317 19 41 21 19 6 79 105 182 34
internal_value=0.000272333 0.000512571 -0.000226092 -1.89202e-05 9.36193e-05 0.000343732 0.000434692 -0.0007081 0.000772272 -0.00206677 -0.00123801 0.000602862 0.00131234 0.000199696 -0.00042669 0.000276876 0.00153606 -0.00230102 -0.00113509 -0.00138479 -0.000856754 -0.000342191 0.000835406 0.00179834 -0.000694023 -0.0011032 -0.000527941 -5.57014e-05 -0.00038161 0.000587201
internal_weight=397.64 268.314 129.326 116.243 111.859 92.94 91.2268 20.8031 70.4237 13.0833 10.0714 5.72555 46.1412 14.5314 11.9153 10.2927 6.915 3.37767 18.9186 18.0714 15.6088 57.9237 13.3249 9.06953 44.5988 33.8033 24.8197 21.7868 20.0113 10.7956
internal_count=4034 1916 2118 1809 1599 1225 1187 556 631 309 260 70 416 140 130 112 58 54 374 366 332 875 81 40 794 741 372 293 287 53
is_linear=0
shrinkage=0.00343713


Tree=261
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 3 3 0 3 2 0 2 3 2 3 4 1 0 0 0 1 2 2 0 2 2 1 2
split_gain=4.18849 4.12818 3.28687 3.0189 2.61884 4.12106 4.66162 3.53284 2.82022 2.71745 3.53913 3.12925 2.7478 2.47002 2.31971 2.89662 2.28487 2.14711 3.50371 2.98462 2.08413 2.92025 2.07285 1.90995 2.91676 4.22666 3.06899 3.03392 2.00596 3.27129
threshold=70.171445662850019 94.773526014550015 85.732241321850012 107.57327517365 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.098075000000000023 96.039789794050009 0.089850000000000027 -0.59502499999999992 97.39208423365001 -0.101395 0.076615000000000016 -0.074999999999999997 0.097015000000000032 39.110279783550006 71.096275259700022 94.203572890950014 99.239054969250006 100.15850764985002 81.011308844800013 0.18145000000000003 -0.010319999999999999 67.04476885710001 -0.018034999999999999 -0.053159999999999992 61.45546440395001 -0.13734499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 23 4 5 6 7 14 -7 13 -11 -12 -13 -9 -3 -16 -6 -2 19 -19 -14 -22 -23 24 26 -26 27 28 29 -1
right_child=1 3 -4 -5 16 8 -8 9 -10 10 11 12 20 -15 15 -17 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00020365402399073415 -0.0043403371409393909 -0.00011252623437495008 0.0006775892639374403 -0.0032236793168773366 -0.0038372230481824861 0.0013179832175978852 -0.0043612306845060133 0.00047073830254917956 -0.00097060286807183836 0.0015327316189104392 0.001483266263811616 0.00099594000448824686 -0.0034052561886132237 -0.0036506917980643734 -0.0039067313494830364 0.0022672238948761724 -2.583680812969834e-05 0.0030372270927594026 -0.0033889901931301171 -0.0016157303884212397 0.001210911906053952 -0.0041806732033865673 -0.00035018983903347713 0.0017877836598273271 0.0043962491725714993 -0.0038808539490894915 0.0027128661308722522 -0.004356877754939246 -0.00081818465252364678 0.002480142897950234
leaf_weight=17.680623121326793 2.8926788968965402 4.8642211942933411 203.10592780727893 2.9184915241785339 3.1802489305846384 34.865689721424133 2.7704897895455423 2.6514847707003355 6.4639061400666824 18.702618293464184 7.5637822444550649 5.501039460301409 4.6368509680032721 3.3121750322170547 5.4439163058996201 0.896271202713251 3.1912288488820195 2.4783951882272941 4.3127165576443076 3.1969548650085926 4.1569832041859609 2.9039115542545915 2.8200577115640044 4.7216606549918643 0.73353448696434398 4.2139221564866602 3.6602555066347113 1.805160523392259 23.267571968957782 6.2166167479008427
leaf_count=263 49 116 1026 649 82 191 55 32 58 111 36 26 47 61 196 6 23 21 190 49 28 44 48 35 4 152 31 34 341 30
internal_value=0.000252388 -0.000216258 0.000481452 -2.7772e-05 5.40997e-05 0.000171534 -0.000320571 -0.000144148 0.000960051 0.000203574 0.000464081 -0.000260526 -0.000919388 -0.00181828 -0.00176566 -0.00303396 -0.00192825 -0.00192605 -0.00122684 0.000416191 -0.00164514 -0.000819164 -0.00229349 -0.000157985 -0.000317548 -0.00265365 -9.79453e-05 -0.000308039 -0.000153076 0.000494508
internal_weight=395.129 129.724 265.405 116.843 113.925 107.553 66.2238 63.4533 41.3296 52.2489 46.2852 27.5826 20.0188 5.96366 11.2044 6.34019 6.37148 12.8807 9.98807 5.67535 14.5178 9.88095 5.72397 62.2993 57.5777 4.94746 52.6302 48.97 47.1648 23.8972
internal_count=4034 2118 1916 1809 1160 1055 806 751 249 433 340 229 193 93 318 202 105 309 260 70 167 120 92 890 855 156 699 668 634 293
is_linear=0
shrinkage=0.00318231


Tree=262
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 4 0 0 4 4 1 0 4 2 0 0 2 2 2 2 3 2 2 0 4 4 3 2 3 2
split_gain=3.49874 4.70887 4.15932 3.12781 2.90908 2.85386 4.79841 3.89146 3.47832 2.84232 3.92384 2.72637 3.2275 5.9867 2.83664 2.56388 2.54636 2.49889 4.37056 5.05843 3.71987 2.49806 3.1297 2.47476 3.01825 3.58986 3.04858 2.54139 2.43114 3.50703
threshold=70.171445662850019 85.995710218650018 94.773526014550015 0.12535000000000004 107.57327517365 41.942745071500006 85.812895065800021 75.462331263550013 42.434124620650003 39.110279783550006 71.096275259700022 85.791387400750025 42.719328117250008 -0.22932499999999997 69.018097124900009 94.203572890950014 -0.51146999999999998 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 -0.23349 -0.23375499999999999 96.039789794050009 41.827117825850003 41.147265497500008 0.09450500000000002 -0.101395 0.076615000000000016 -0.074999999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 17 7 8 -1 -7 -2 15 12 -10 21 -15 -11 -3 18 19 20 28 22 -14 27 25 26 -25 -22 -4 -30
right_child=2 16 3 -5 -6 6 -8 -9 11 10 -12 -13 13 14 -16 -17 -18 -19 -20 -21 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0033076849916779789 -0.004621527227915867 -0.0012009433231602372 4.8623949032911094e-05 -0.00374899141647741 -0.003255510282807305 -0.0039172311999901366 -0.0042981305697402739 0.00054127312055004151 0.0019507636825711089 0.0030512682896474382 -0.0034227948751050234 0.0035161486185225654 0.00065882424134115606 0.0022246797739027247 -0.0036771624568102961 -0.0013275695977088538 0.00083544539398705835 -0.0018282142243952438 0.0011291996936767276 -0.0046920063373911526 0.00076141981544071966 0.0032045639435493481 -0.0029719323978560459 0.0013007020033143468 0.0016413615806267791 -0.0034010471933936404 -0.00099254525127643635 -0.0036486471192589999 -0.0039548094980281544 0.0027692423390491441
leaf_weight=2.8655622699297956 3.0667898021638385 6.5859468653798094 4.6558385053649456 2.2431473683100185 2.6305496888235202 2.725269370712339 3.6809980049729338 51.690336901694536 5.0855291499756339 2.5712537216022593 4.188568121753633 1.9849250763654698 9.7533271810971183 0.946189289912576 7.625624880194664 2.9883394297212362 174.72370042093098 6.1299827191978684 39.207192732486874 2.527701495215303 2.4067715257406235 2.5858609676361146 3.2788700833916655 14.068221826339146 16.978061857633293 3.0015478655695906 10.436615963000802 3.0778078064322463 5.5972657054662704 0.93576768785715092
leaf_count=227 49 36 116 57 637 55 39 276 40 21 190 5 141 20 186 49 857 105 235 50 31 6 28 99 89 33 95 60 196 6
internal_value=0.000256049 0.000460633 -0.000185588 9.79276e-06 8.53078e-05 -0.000130822 -0.00081146 0.000339106 -0.000433817 -0.00192209 -0.00107284 -0.000130134 -0.000377359 -0.000866809 -0.00302569 0.000697597 0.000761475 0.000165917 0.00028472 -0.000235173 -5.0969e-05 0.000318074 -0.000254666 0.000324225 0.000575448 -8.24774e-05 0.000324007 -0.0017134 -0.00172657 -0.00299168
internal_weight=400.244 273.532 126.711 113.896 111.653 92.2225 37.6666 54.5559 33.9856 12.815 9.74816 31.2603 29.2754 24.1899 8.57181 5.55959 181.31 109.023 102.893 63.6856 61.1579 15.6181 13.0322 49.969 44.4844 27.5064 24.5048 5.48458 11.1889 6.53303
internal_count=4034 1916 2118 1809 1752 1023 520 503 481 309 260 426 421 381 206 70 893 1115 1010 775 725 175 169 407 316 227 194 91 318 202
is_linear=0
shrinkage=0.00321496


Tree=263
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 1 2 2 1 1 1 0 3 0 3 1 3 2 1 3 4 3 1 1 2 2 1 2
split_gain=6.13771 6.28883 5.78284 5.20639 3.12612 4.40075 3.17091 3.78229 6.74198 3.10652 3.0808 2.96778 4.47984 3.34646 2.79987 2.69467 2.65579 2.39635 5.02528 2.72929 2.35148 4.53911 4.04191 2.30373 2.30352 2.34052 2.24775 4.40554 2.51914 2.92907
threshold=70.206395618550019 85.705356740550016 96.163458868000006 97.878695155250014 78.10777406390001 103.48144189910001 -0.59681499999999998 81.479100559500012 -0.092710000000000001 -0.11963999999999998 83.116371560950014 71.096275259700022 70.776348742200014 95.262825394300009 0.08376500000000002 94.940210418650011 0.10184000000000003 61.982402197500001 -0.16320999999999999 -0.55354000000000003 72.752365468100024 0.09180000000000002 39.952536079750011 0.12201500000000003 61.977025281250008 61.87486387225001 -0.14429 -0.59168499999999991 74.739136026450012 -0.070909999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 11 26 20 6 -6 8 -8 10 -9 12 13 -2 15 -13 17 24 -19 -20 -5 22 -22 -23 25 -1 27 -4 29 -28
right_child=2 -3 3 4 5 -7 7 9 -10 -11 -12 14 -14 -15 -16 -17 -18 18 19 -21 21 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00011802585141571684 -0.0036155031855322635 0.00088004326383940112 0.0023904440412269939 0.0010596230150696838 0.0031081050170524813 -0.0019069708047046181 -0.0038925066375988348 -0.0034090544054226563 0.0014214787443674736 -0.0040670783570963334 0.003241575817746411 -0.0034493826440210561 0.0021936718037048664 0.0017093326342163956 -0.003820871364293038 0.00055776223177038062 0.00097032107516297134 0.0016668673553645926 0.0025014631121359535 -0.0037120967367891126 -0.0039710336699072656 -0.0043937544004084821 0.00091161899609740432 -0.00065611440619734688 0.0036361580399054631 -0.002879569667761372 -0.0016739407680051498 -0.0030756546858396031 0.0022720548042783895 0.0014123543509807221
leaf_weight=31.198748666793108 4.297039854340257 220.57771192118526 2.7271980419754982 3.3862057635560658 4.5480240918695918 9.3686632197350246 2.8287595557048979 1.2617397122085097 21.378992429003119 3.4708032310008994 1.7255493663251398 2.9362428053282192 4.4496107827872038 1.7330450825393198 8.0252810884267074 4.3684471882879734 13.700442390516399 3.0646903840824953 0.81474792957305808 8.0294689396396262 2.3581859748810547 7.0183512903749925 7.1613867320120335 2.2880525756627321 1.5434974655508984 3.5798641918227068 4.6743267960846451 3.5527634788304558 16.891578914597631 10.324968840926884
leaf_count=452 98 1056 9 43 16 903 57 62 96 62 8 150 19 7 165 40 81 27 3 248 45 82 49 30 4 60 32 37 56 37
internal_value=0.000356107 0.000624312 -0.000223286 0.000114015 -0.000430589 6.33638e-05 0.000587572 0.000213754 0.000800521 -0.00198571 0.000432553 -0.00159506 -0.000268388 -0.00208515 -0.00250198 -0.00105298 -0.000286513 -0.000643528 -0.00190275 -0.00313969 -0.00142201 -0.00186838 -0.00029791 -0.00347483 -0.000230667 -0.00040228 0.00106701 -0.000701893 0.00141534 0.000450552
internal_weight=413.284 282.509 130.775 104.966 66.7947 44.5825 35.2139 30.6658 24.2078 6.45809 2.98729 25.8097 10.4797 6.03008 15.33 7.30469 61.9315 48.231 11.9089 8.84422 22.2122 18.826 9.51957 9.3064 36.3221 34.7786 38.1708 6.27996 31.8909 14.9993
internal_count=4034 1931 2103 1624 1453 1204 301 285 153 132 70 479 124 105 355 190 875 794 278 251 249 206 94 112 516 512 171 46 125 69
is_linear=0
shrinkage=0.00323475


Tree=264
num_leaves=31
num_cat=0
split_feature=1 2 4 0 1 0 3 4 0 3 3 4 3 3 4 4 4 0 4 3 3 2 0 2 1 4 0 1 1 0
split_gain=0.980098 1.07203 0.841478 2.09596 1.79601 3.54972 2.61109 2.6861 2.04591 1.72127 3.41669 2.54492 2.51169 3.51866 3.45544 2.06634 2.37277 3.61707 2.2719 1.94499 1.83461 4.99088 3.0633 2.32553 2.11022 1.64159 3.98235 2.65722 2.8014 5.81412
threshold=83.740093847200015 0.20949500000000004 42.141702038450013 75.462331263550013 58.167480110400007 85.121961326250016 0.093325000000000033 37.999598532650005 85.334349518600007 1.0000000180025095e-35 -0.15572 48.226196960950006 0.08766000000000003 0.087475000000000011 43.384297312450009 49.122847560300009 47.927946529500012 85.791387400750025 44.262924377150007 0.079220000000000027 0.10184000000000003 -0.13953999999999997 86.756543869550015 -0.086719999999999992 62.068432857650002 40.241071441700008 85.812895065800021 61.987779113750001 61.923256118600001 85.812895065800021
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 -7 10 11 -4 13 15 20 16 17 19 -19 -11 21 -14 23 -22 -23 26 -10 28 -27 -30
right_child=1 -3 9 4 5 8 7 -9 25 12 -12 -13 14 -15 -16 -17 -18 18 -20 -21 22 24 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.025301806403908184 -0.025883338292800939 0.0089387765771825993 -0.017912129009450672 0.016685218701179349 -0.030277753955357051 0.021570607931158628 0.012002596150170129 -0.01988855467698188 -0.031314546489659499 0.017014821143882045 -0.027515444571239559 0.0072399303124311967 0.010987455063810055 0.029236800604101679 0.0068913514345295855 -0.026876334474674253 0.023215848032072786 0.0063714733196333188 -0.020629376179368771 -0.027776068217814132 -0.03608644699851804 -0.0096483180564237887 0.0099085174078312292 -0.001688377018996612 -0.029224910992936552 0.0055706666902654942 0.00065484198552434754 0.0060362176340220978 0.0043563043625715961 -0.036576237370501585
leaf_weight=1.7395548184867937 1.6834378001512953 0.80426075775176276 3.7477835069876146 5.0391011685132971 3.4372695963829738 3.3654042202979317 3.3349758647382259 3.1725303428247571 2.4545032009482375 0.72246743738651176 4.2297183773480347 7.3002798557281494 3.9600892253220108 3.307185471057891 12.883019641507415 1.4107186814071599 3.490248533897101 29.770333342719827 2.0505241747014216 3.431470284704119 2.0359237920492887 6.0472835358232278 6.8042487222701311 2.9821824794635159 7.7129238368943334 8.2900076732039469 105.46245126076974 87.305815716739744 4.600965887308119 3.9877342768013477
leaf_count=234 693 64 155 23 85 16 23 36 18 4 159 40 19 8 116 114 16 284 93 124 23 61 35 34 93 40 844 535 17 28
internal_value=0.000890337 -0.0146255 0.00100588 0.00183074 0.00203555 0.00170806 -0.0127848 -0.00354493 0.00237697 -0.000873931 -0.00855228 -0.00129229 0.000480532 0.00462091 -0.00383134 0.00262928 0.00368399 0.00178902 0.00463155 -0.0199859 -0.00850731 -0.0135576 -0.00093757 -0.0156442 -0.0206215 0.00207242 -7.22816e-05 0.00429396 -0.00471791 -0.0146487
internal_weight=336.564 2.4877 334.077 232.19 230.451 225.412 9.94478 6.50751 215.467 101.886 15.2778 11.0481 86.6086 44.1829 42.4257 40.8758 39.465 35.9748 31.8209 4.15394 29.5427 17.7203 11.8224 5.01811 13.7602 212.101 107.917 104.185 16.8787 8.5887
internal_count=4034 757 3277 1899 1665 1642 144 59 1498 1378 354 195 1024 643 381 635 521 505 377 128 265 173 92 57 154 1482 862 620 85 45
is_linear=0
shrinkage=0.0248114


Tree=265
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 3 4 1 0 3 4 1 3 2 1 4 1 2 2 1 3 2 3 3 3 4 1 1
split_gain=6.09089 6.22596 4.62657 3.36477 3.13886 5.41884 4.59282 3.97715 2.91869 3.73655 3.26892 2.77871 2.75274 2.97199 3.07353 2.70395 3.05297 2.48805 2.46312 2.42416 7.2778 2.5617 2.30283 2.83995 2.22397 2.07373 2.0548 2.82656 2.00748 4.71566
threshold=70.171445662850019 85.667718326750006 94.773526014550015 61.87486387225001 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 39.110279783550006 71.096275259700022 94.203572890950014 0.098075000000000023 38.244973486750006 75.408562100950022 0.088220000000000021 -0.116995 73.037342029850024 40.377444152000002 81.479100559500012 -0.095854999999999996 -0.076484999999999984 71.658163008950012 0.076615000000000016 -0.074999999999999997 0.097015000000000032 -0.10565499999999999 0.10828500000000003 39.184300550350009 60.613977009100005 58.167480110400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 28 5 6 7 22 -2 10 -10 18 15 19 -15 16 -9 -13 -7 21 -21 -14 25 -24 -6 -4 27 -16 29 -1
right_child=2 -3 4 -5 24 11 -8 12 9 -11 -12 17 13 14 26 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020304591188297061 -0.0051637630612229425 0.00089325836449813607 -0.0038400988754087434 -0.0019956804260415619 -0.0042991003075825134 0.0017223664000619381 -0.0049353365814404178 0.00311135459314428 0.0033191864243839759 -0.0037907496780645749 -0.0018875559668436945 0.00034679196763972306 0.0022458163018589418 0.0027456281390870964 0.0032483194287163623 -0.0044906384332316111 -0.002474477283547456 -0.0044777841409534194 -0.0019291576738015299 -0.0046843209226468613 0.0034511987226472779 -0.0013882012443068366 -0.0043424404066825205 0.0023879704013842385 -0.00027206059965853373 0.0010721865295923801 0.0024845465365798212 -0.0010057100708443113 0.0012125297164407465 -0.0037177584447528329
leaf_weight=21.497423487715427 3.2699734289199105 221.18260453548282 1.5332510643638668 13.456244179047642 3.632219224702566 33.179605925455689 2.8654521666467181 2.0397442132234573 2.7745319595560414 4.4841520208865404 3.3495167139917612 4.6531058396212748 4.6922999136149901 9.5866096052341181 2.3326071884948787 3.017005058238281 3.1074250813107938 1.8923368342220781 2.5000388331245622 4.9222327060997495 1.9250791743397693 5.0888272039592266 6.1791765531525016 0.90451860241591919 3.2884867521934211 3.6712027040775848 4.1609402035828671 12.497175491414962 12.810181894339619 4.7056461283937088
leaf_count=335 49 1081 103 334 123 163 63 6 21 190 49 38 33 81 17 78 83 32 228 67 6 37 339 8 38 93 31 142 70 96
internal_value=0.000331073 0.000632636 -0.000296255 -0.000466007 -6.77722e-05 7.70685e-05 -0.00053893 -0.000347062 -0.0022335 -0.00133025 0.000471386 0.00107672 7.18927e-05 0.000414285 0.00110815 -0.00182396 -0.000260898 -0.00104803 0.00146651 -0.00077817 -0.00239707 0.000355146 -0.00216667 -0.00348303 -0.00238559 -0.000374991 0.000281536 -0.000336585 6.16005e-05 -0.000501067
internal_weight=405.2 273.652 131.548 52.4695 117.669 110.749 68.5235 65.6581 13.8782 10.6082 6.12405 42.2251 53.3699 45.2058 28.5773 8.16417 5.14717 6.54544 35.6796 16.6284 6.84731 9.78113 12.2881 7.0837 6.92071 5.20445 18.9907 14.8298 39.0133 26.2031
internal_count=4034 1916 2118 835 1809 1648 1187 1124 309 260 70 461 581 414 271 167 89 70 391 143 73 70 543 347 161 196 190 159 501 431
is_linear=0
shrinkage=0.00354757


Tree=266
num_leaves=31
num_cat=0
split_feature=0 0 4 2 0 0 3 0 1 2 2 4 4 4 3 0 4 0 0 3 1 4 1 1 1 4 4 2 3 0
split_gain=1.16704 2.60007 2.07674 2.68264 2.62049 3.19707 2.52822 2.44422 2.99713 1.80589 3.5344 1.9055 3.60825 2.66482 2.57762 2.92069 3.64877 3.52679 2.29241 3.43545 1.9375 1.8801 1.76702 1.68367 2.0386 1.62045 2.07911 1.97243 4.62264 2.59087
threshold=93.953546284800012 93.805681087600007 38.244973486750006 0.26941000000000009 94.940210418650011 95.050437202000012 -0.10747999999999999 96.531777631850005 73.037342029850024 0.04932000000000001 -0.0034049999999999996 39.184300550350009 39.952536079750011 41.147265497500008 0.082535000000000011 97.39208423365001 41.571132012400007 100.15850764985002 94.75470680765001 0.085335000000000022 78.37393141885002 42.599563320500003 69.999384342500022 72.752365468100024 72.01572794030001 38.400997490450003 38.903925214650009 -0.12546499999999997 0.11660000000000002 87.009258933850006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 4 6 -2 -6 -4 -7 -9 10 11 -8 -13 -14 23 18 -17 -18 -16 -20 -19 -22 25 24 -15 27 -27 28 29 -1
right_child=2 -3 3 -5 5 7 9 8 -10 -11 -12 12 13 14 15 16 17 20 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0027177622888270242 -0.029723677625467737 0.020770449260481997 -0.029511102442793636 -0.034057484984049653 0.030322199069246367 -0.036377805495483632 0.011690819982025384 0.013010657671569281 -0.012953094314158455 0.0089957301578408779 -0.031792325442811492 -0.021805580287233721 0.0091038485281413721 -0.027377733196785627 0.0046861264767209055 -0.037954532154953355 0.019413920584711714 -0.039136593915618342 0.0071305063113945707 -0.03478512401825571 0.0088772807241846927 -0.031433885919010682 -0.017352442113739656 -0.033166025505011798 0.035855817558003163 -0.017031734394962663 0.0013008575189113259 0.0099255786905231725 0.025794396201153376 -0.040505049117208064
leaf_weight=2.9416184895671895 3.5123728206381228 5.1170384082943192 1.8684735408751283 1.5618702853098501 1.6770963668823267 1.920650621876123 9.8042092079995182 4.6737281903624526 9.5762604742194508 18.944533079804387 2.4249928918434298 5.3334326320909886 18.830571572936606 0.7873507030308271 3.7717060744762438 1.2248282319633315 9.902101516723631 1.0518613876774896 2.0252064634114504 4.3450006898492575 3.9597587789176032 1.0299331533024085 3.4195944878738365 3.0855023393523879 0.66384765319526196 4.4842059649527064 171.9202392983716 30.293182356283069 2.3381873667240143 2.2717448025941849
leaf_count=152 44 29 136 49 7 25 86 19 406 172 102 85 150 68 39 22 40 14 13 78 76 103 94 338 3 28 1455 168 14 19
internal_value=0.00093061 0.00204318 -0.00128297 0.000474421 -0.00873827 -0.00460841 0.00108006 -0.00823115 -0.00443747 0.00173567 -0.000279836 0.000881255 -0.00101086 0.00117763 -0.00350899 -0.000427101 0.00625341 0.00964957 -0.011736 -0.0214594 -0.00635419 0.000556565 0.00160294 -0.0220616 0.00154832 0.00190548 0.000834843 0.00689601 -0.00525715 -0.0191837
internal_weight=334.761 222.786 111.975 90.6152 21.3601 17.8477 89.0533 16.1706 14.25 87.1848 68.2403 65.8153 56.0111 50.6777 31.8471 27.3104 17.1685 15.9437 10.1419 6.37021 6.04155 4.98969 217.669 4.5367 1.4512 214.249 176.404 37.8447 7.55155 5.21336
internal_count=4034 1959 2075 1574 501 457 1525 450 425 1389 1217 1115 1029 944 794 385 255 233 130 91 193 179 1930 409 71 1836 1483 353 185 171
is_linear=0
shrinkage=0.0265789


Tree=267
num_leaves=31
num_cat=0
split_feature=0 1 0 3 3 1 0 4 1 0 3 2 1 4 2 3 3 0 0 0 3 3 3 1 4 4 4 4 4 1
split_gain=1.0509 3.41136 2.98428 2.41241 2.0374 1.59621 2.27058 4.78536 2.5636 3.04649 2.0776 2.22977 2.82049 2.21543 2.70081 2.83749 2.31335 1.64322 1.74436 2.79864 1.541 3.4447 1.78063 2.05544 1.98139 1.60226 1.93 1.48168 2.63362 4.20659
threshold=91.066142252700018 67.649671936450019 90.297243227400017 0.13377000000000003 0.085610000000000019 68.910558799650019 93.399723909900004 35.419594101850009 69.873026810350026 93.692765846100016 -0.10747999999999999 -0.059424999999999999 81.479100559500012 38.244973486750006 -0.116995 0.094175000000000023 0.11922500000000003 94.047642319350018 101.10215645365001 98.911063077300014 -0.075324999999999989 0.082535000000000011 0.092650000000000024 82.815264250350012 43.680097826700013 48.96897326980001 49.122847560300009 33.96174662340001 38.625745710700009 65.020359884900017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 27 5 -2 -3 7 -7 -8 -10 -11 13 17 14 15 -12 20 -13 19 -19 -15 25 24 -24 -23 -22 -27 -1 -29 -30
right_child=1 3 -4 -5 -6 6 8 -9 9 10 11 12 -14 16 -16 -17 -18 18 -20 -21 21 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.016051533997159907 0.0015214419404836548 0.009794210529725518 0.013185511335428845 -0.027962571223209495 -0.025859385426521851 0.009813793099079187 0.013393294137362614 -0.042228451386214221 -0.030741803403304298 -0.018529245778869177 -0.025838161746582003 0.01904337937150723 -0.017140557487462526 0.021773774850851739 -0.028533632048414755 0.010915747606195372 0.022732470515951352 0.0037579099749513521 0.011615375530782904 -0.019105925592835932 -0.027994859737447191 0.0047027394923339506 -0.00955731287811417 0.016373794684006557 -0.018572182784729559 0.031175503031379784 -0.023384183408576991 0.0082670589016690978 0.00085587977882860592 -0.022964007027333068
leaf_weight=2.5842498926213002 2.0944049004465333 8.6858252743259055 11.318691587075589 1.5874469148111519 4.3664195202291012 1.7254583388566964 7.2224903269670895 1.9720862745307384 1.7239287924021471 3.1165322436718261 1.7015566039481198 4.3606496527791085 2.9955407778616054 1.4152052811114035 3.5347119540674523 3.0644122824887745 2.1010163035243741 22.634555311175067 11.538299647625534 3.1802381919696918 3.7027004535775694 26.608549590164333 13.751416689716278 1.8005936708068464 2.0519740926101795 0.60888719651848056 0.75821130606345832 24.722187414299697 149.46643120492809 3.9639961780048898
leaf_count=98 20 49 70 59 49 7 36 37 18 227 103 23 287 17 113 30 13 142 77 41 254 267 138 51 56 2 183 215 1258 94
internal_value=0.000725061 -0.000791792 0.00181738 1.66151e-06 -0.0169833 0.000342468 -0.000332837 -0.017943 0.00021958 -0.00064032 -0.000163911 0.00037703 0.00425002 -0.00245702 -0.0134173 -0.00220621 -0.000733909 0.00578611 0.00423844 0.000941213 -0.00170641 -0.00238067 -0.000337474 -0.00655504 0.00303635 -0.0201989 0.000915964 0.00110545 0.00135432 0.000240474
internal_weight=330.359 138.303 192.056 131.842 6.46082 130.255 121.569 3.69754 117.871 110.649 108.925 105.809 44.7093 61.0992 8.30068 4.76597 52.7986 41.7137 37.3531 25.8148 50.6975 49.2823 44.2125 15.552 28.6605 5.0698 1.3671 180.737 178.153 153.43
internal_count=4034 2299 1735 2230 69 2171 2122 44 2078 2042 2024 1797 570 1227 246 133 981 283 260 183 968 951 512 189 323 439 185 1665 1567 1352
is_linear=0
shrinkage=0.0228222


Tree=268
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 0 0 2 2 3 4 1 4 4 4 2 2 2 2 2 3 0 4 0 2 0 1 3 4
split_gain=0.897821 3.40232 3.67264 1.83459 1.69154 2.67112 1.45049 2.15551 1.31581 2.1183 2.06366 1.36317 2.57761 1.32983 1.55117 2.14212 2.66979 1.31246 2.16051 2.00732 1.77183 3.734 1.77022 2.37826 1.67726 2.84888 3.0858 2.5446 1.87056 1.53476
threshold=66.590419433100024 90.297243227400017 89.953120586650016 0.20949500000000004 0.13747000000000004 61.853356207250009 85.995710218650018 85.925810307250018 -0.59502499999999992 -0.54526999999999992 0.078905000000000017 39.256147742250008 78.285212300550015 43.680097826700013 48.86568841230001 49.122847560300009 -0.51146999999999998 -0.010319999999999999 -0.018034999999999999 0.051245000000000013 -0.053159999999999992 0.08729000000000002 85.705356740550016 42.094663496250007 83.941728207000011 -0.08786999999999999 85.334349518600007 61.950140699950005 0.10335500000000002 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 17 11 10 -10 12 -2 -11 -15 -16 -17 18 20 -19 22 -22 24 -24 28 26 -26 -27 29 -1
right_child=8 -3 -4 -5 5 -7 -8 -9 9 13 -12 -13 -14 14 15 16 -18 19 -20 -21 21 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.029509930985888753 -0.033178480674441721 0.015310476329122094 -0.029052135866483808 0.015680727891816088 0.0066813268435459558 -0.029581622646368121 0.0033664714486394643 -0.018739333848635541 0.017423223104027143 -3.2740066955536196e-05 -0.023692888449095218 0.012602121276396143 0.014907837196331101 -0.015419201552624945 0.028724277294485036 0.033595140229894224 -0.026722105368195564 -0.027394665374022381 0.021236087806580133 0.0043326719558009407 0.013380933663026466 -0.037557827804377511 0.013664356682273757 -0.0046929252090061203 -0.0041555955220379266 -0.016377459512156349 -0.03571471439810834 0.012412379458946507 0.020294826041639135 0.0009851787839816723
leaf_weight=1.0447438758565102 1.2500184336677178 10.508938379585741 2.3936374038457862 5.2197167454287401 2.2136499527841798 2.6800189362838864 94.752652246505022 3.9766108170151702 0.87641716754296695 111.54036191583145 4.3181343518663198 7.8919951788266189 1.4222991127171551 7.3139965840382484 1.3338683079928162 0.5999175310134891 1.6223470317199824 2.5431820773519638 2.9240072139073154 2.2369492654688656 1.4415300684049719 2.1248199557885528 11.63372326642275 6.6023652851581565 3.8407785724848509 2.9075430026277882 3.565873209387064 4.9543714551255107 2.921350445598363 17.217300619697198
leaf_count=82 20 64 20 39 20 26 537 29 25 1444 98 78 40 410 8 1 240 101 31 47 17 30 36 53 41 24 64 40 20 349
internal_value=0.000704514 0.00180469 0.0010037 0.00141527 0.000976178 -0.0131781 0.00139677 -0.00127191 -0.000790082 -0.00147604 -0.0167558 0.00749557 -0.00758529 -0.000827639 -0.00898424 0.00425074 -0.010439 -0.000218808 0.000744469 -0.0125473 -0.000284083 -0.0169682 0.000803933 0.00701811 -0.00230488 -0.00847738 -0.0193495 0.00176514 0.00214414 -0.0007594
internal_weight=325.873 187.704 177.195 174.801 169.581 4.89367 164.688 69.9351 138.169 127.605 5.19455 10.5643 2.67232 122.41 10.8701 3.55613 2.22226 65.9585 61.1784 4.78013 58.2544 3.56635 54.688 18.2361 36.452 15.2686 7.40665 7.86191 21.1834 18.262
internal_count=4034 1670 1606 1586 1547 46 1501 964 2364 2226 123 138 60 2103 659 249 241 935 787 148 756 47 709 89 620 169 105 64 451 431
is_linear=0
shrinkage=0.0244299


Tree=269
num_leaves=31
num_cat=0
split_feature=2 2 2 2 3 4 3 2 2 1 4 4 0 2 0 0 4 1 0 2 4 1 1 0 1 1 3 2 0 1
split_gain=0.84578 0.920318 3.43417 2.27053 3.32395 2.16185 3.60088 2.06001 2.28081 2.02951 2.29682 2.08896 2.70166 2.12528 2.19349 3.21343 2.9111 2.08413 3.77751 3.50592 4.02918 3.374 2.75827 2.05958 1.80816 1.73161 1.67728 1.65531 1.95312 1.56542
threshold=0.36215000000000008 -0.079634999999999997 -0.077085000000000001 -0.085584999999999994 0.095170000000000018 41.806790701050012 0.09062000000000002 -0.08262499999999999 -0.081354999999999997 60.613977009100005 40.750688432250008 42.719328117250008 86.83719761350001 -0.06828999999999999 86.054856297550018 96.163458868000006 37.903039192800001 63.530954080650012 86.329079026800017 -0.018034999999999999 39.861052345600008 65.29995953045001 61.950140699950005 85.812895065800021 62.030794443850006 61.93938686740001 0.076835000000000028 -0.041369999999999997 87.278104746850019 81.479100559500012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 25 10 -4 13 -13 14 -11 16 -16 18 19 20 -15 -19 -21 -22 -18 -9 -14 -20 -29 -23
right_child=-2 2 9 4 -6 7 -8 8 -10 11 -12 12 26 17 15 -17 24 21 27 22 23 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00054656447856927344 -0.014649374308968777 0.016006165680008899 -0.038788508555188068 -0.042491974684079767 -0.035413732447564419 0.0094572254399580453 -0.0019843954037432028 0.0048879012658572521 0.0073630333867075893 0.0068360605084026591 -0.0024336491332752649 -0.031368379022949991 -0.035768276186279549 0.012297121702483038 0.0025679813115205563 0.0066323557562377178 -0.011266006336044491 -0.024553034712231862 0.027268776158899263 0.023013063413492664 -0.0019448447341670341 0.0031210089328467597 -0.00046013764362290048 -0.027029452599636346 -0.038319416781940834 -0.031744310173534275 0.00033255871983588453 0.0020960413668157877 0.019378718877969155 -0.015872222506661166
leaf_weight=148.56260819878662 2.0388222434557965 9.3857604025397432 1.4894759422168125 2.0109279072494308 2.2122971024364224 6.9733711821027136 3.247097734361887 1.0113538689911403 2.6784415375441224 6.1559561355970827 2.8944103298708797 2.2289017699658862 0.78934005042537947 3.8068379536271113 2.5061429087072593 4.1549283370259209 2.2584141120314598 2.766626830212771 5.050525143742564 5.4325652979314309 2.9841042030602694 57.729945504106581 5.9197906516492367 4.8833038695156574 3.66987169906497 2.6269612062606029 9.4164283000864071 6.79115405678749 8.1303300410509092 2.5647337090922511
leaf_count=2097 109 101 24 42 37 50 25 10 19 26 139 51 50 13 20 38 14 40 19 26 18 415 43 38 38 59 205 34 56 178
internal_value=0.000623741 0.00072095 0.00207113 -0.000483194 -0.00785219 -0.00456484 -0.0174765 0.00054345 -0.00929689 0.00114762 -0.0147856 0.00165658 -0.00764145 0.00258296 -0.00480096 -0.0104912 -0.0189266 0.00388802 0.0079264 0.00135984 -0.00779352 0.00113443 0.0107727 -0.0175149 -0.0280133 -0.0215615 -0.00245957 0.0154973 0.0115129 0.0023131
internal_weight=322.371 320.333 151.01 169.323 20.7605 18.5482 5.25803 13.2901 6.31676 141.624 4.38389 137.24 12.4347 124.805 18.7453 12.5894 8.43443 106.06 42.9986 23.0266 11.6742 63.0613 11.3524 7.86741 5.92829 3.63832 10.2058 19.972 14.9215 60.2947
internal_count=4034 3925 1586 2339 242 205 67 138 88 1485 163 1322 306 1016 136 110 72 880 247 138 69 633 69 56 52 69 255 109 90 593
is_linear=0
shrinkage=0.0237885


Tree=270
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 3 2 0 2 3 2 0 3 3 0 0 1 2 2 0 2 1 1 2 0 4 1 0 0
split_gain=3.51261 4.51153 4.39375 2.86499 2.61738 3.29362 2.41163 3.12296 2.23586 2.92632 2.85127 2.17552 2.94806 2.15366 2.14996 2.1402 2.68913 2.27752 2.11396 3.00807 4.02026 2.92365 3.04835 3.90504 3.54194 2.32325 2.11147 3.20462 2.79623 2.00277
threshold=70.171445662850019 85.705356740550016 94.773526014550015 107.57327517365 0.22598000000000004 -0.048954999999999992 0.083495000000000028 -0.068964999999999985 96.039789794050009 -0.101395 0.089850000000000027 -0.59502499999999992 97.39208423365001 0.097015000000000032 0.098075000000000023 99.239054969250006 100.15850764985002 81.011308844800013 0.18145000000000003 -0.010319999999999999 67.04476885710001 -0.018034999999999999 58.167480110400007 57.041016153700006 -0.58994000000000002 71.332859575200004 39.110279783550006 71.096275259700022 94.203572890950014 71.131225215400022
decision_type=2 2 2 2 2 2 2 2 2 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 26 4 5 6 -4 8 9 -8 -10 -12 -13 -6 -7 -14 -17 -18 19 21 -21 22 23 25 -24 29 -2 28 -28 -1
right_child=2 -3 3 -5 13 14 7 -9 10 -11 11 12 15 -15 -16 16 17 -19 -20 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0018481766282719672 -0.0050769971889896006 0.00082269696023603764 -0.0017085646967705801 -0.0037391871196866431 -0.0044306550057263017 0.0015350004487987789 0.0012500367756757788 -0.00363494465859906 0.0017475767021433036 -0.0042060169845953288 0.0015584158198769815 0.0015171419408730469 -0.0038244514373688976 -4.4548226652074206e-05 -0.00084668940705529233 0.0016328067421839849 -0.0048011543307058301 -2.2888045854867865e-05 0.0020021682564947065 0.004982738499303389 -0.0044905036713463195 0.002914701628026992 0.0029461016453610541 0.0030634222943574725 -0.0016635886577077603 -0.0032326065516224481 0.0035401213277462518 -0.003952552812372786 -0.0018276060334312006 0.0018222294958432858
leaf_weight=3.2579607772640902 2.8464725930243722 206.50179851939902 12.243686044821514 2.6741111874580374 3.0277887694537631 31.493623535148799 2.3319947104901075 2.8723430670797887 17.83957963809371 3.1691468097269455 7.2537391255609647 5.327832795679579 4.46793308854103 3.092614327557385 6.199427160434424 3.8935641646385175 2.7008660901337862 2.752618724713102 4.8959813937544814 0.70843558944761653 4.5079162647016346 3.68621977046132 2.4969770014286032 6.1880115363746873 25.973123143194247 3.2315528560429803 2.264268016908316 4.0189888053573668 3.2017513513565063 5.3977386206388474
leaf_count=79 49 1041 339 649 82 181 32 47 111 61 36 26 47 23 55 28 44 48 35 4 152 31 14 34 434 72 21 190 49 20
internal_value=0.000324167 0.000562853 -0.000190841 4.10519e-05 0.000134077 0.000274243 -0.000230846 0.000113059 0.000329508 -0.00189314 0.000605912 -0.000165658 -0.000818958 -0.00221437 0.00114328 -0.00171989 -0.000713898 -0.00238935 -0.000326355 -0.00053196 -0.00320394 -0.000254486 -0.000505474 0.000681859 -0.00125929 -0.000557884 -0.0022846 -0.0014466 0.000395945 0.000440707
internal_weight=390.518 266.846 123.672 111.341 108.667 102.546 64.8533 52.6096 49.7373 5.50114 44.2361 26.3966 19.1428 6.1204 37.6931 13.815 9.34705 5.45348 60.3439 55.4479 5.21635 50.2316 46.5454 18.0753 28.4701 11.8873 12.3315 9.48501 5.46602 8.6557
internal_count=4034 1916 2118 1809 1160 1055 819 480 433 93 340 229 193 105 236 167 120 92 875 840 156 684 653 205 448 171 309 260 70 99
is_linear=0
shrinkage=0.0036968


Tree=271
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 3 3 4 4 3 4 2 3 3 0 2 4 3 4 3 4 0 3 3 3 1 0 2 3
split_gain=4.24329 4.69305 4.42817 2.97629 4.17898 4.58534 3.52211 2.43999 3.09249 2.4403 2.32677 2.26918 2.44327 2.21167 2.11033 2.07988 2.94793 2.10836 3.3925 3.46492 2.8226 3.44163 2.81254 4.15688 3.01903 1.99457 3.42556 3.10988 3.08515 2.51191
threshold=70.171445662850019 85.705356740550016 94.773526014550015 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.098075000000000023 34.883496062400006 40.377444152000002 0.10184000000000003 42.558389508100007 0.04932000000000001 0.097015000000000032 0.084090000000000012 96.163458868000006 -0.099639999999999992 41.827117825850003 0.098545000000000021 41.092444989200011 0.10828500000000003 40.583589072600013 97.096353839300008 0.087715000000000029 0.09450500000000002 -0.15572 61.982402197500001 71.131225215400022 -0.59502499999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 5 6 -4 8 -6 -9 25 -10 -13 -5 -8 16 -16 18 19 22 -20 -22 -17 -24 -25 27 29 -1 -28 -27
right_child=2 -3 3 13 7 -7 14 9 11 -11 -12 12 -14 -15 15 17 -18 -19 20 -21 21 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=-0.0041805544543355912 -0.0021205652023431431 0.00077245912785922405 -0.0019315479955815664 -0.0040218682332184173 -0.0045855462823219959 -0.0046382087423442672 0.0032885860489412296 0.00033655298029563064 0.0018935124908162203 -0.0042330083027507428 0.00094285416037109241 -0.0038637135519131258 0.00090921782421194764 -0.00018736647616587543 0.00096046065663383249 0.003878090387477765 -0.0038768394460793969 0.0012667069195089415 -0.004460031832312035 -0.0035698712837748821 -0.0027640863824560245 0.0031851730574618282 -0.0049497211394174782 0.0017322089583398234 -0.0025892389246923793 -0.0024509387956159548 0.0032477709567820903 0.0010050503897401193 -0.0038396815690164058 0.00014217951999986693
leaf_weight=1.4975702264346171 12.590206364169715 207.04502300638705 11.234196589794008 3.551058097742497 0.98922206158749659 2.8041190109215668 2.3564660642296067 4.9425351850222787 28.259753190446645 1.8357137502171097 12.689111698418854 1.6677728926297266 4.6629701475612819 3.346404492855072 2.4683909378945827 3.1314475908875563 3.4734584889374664 15.517650130204855 3.4379127104766649 2.1611236357130101 2.8244812646880746 1.8388017767574636 1.5222070657182474 10.471840139245613 2.249349961988627 5.7298438590951291 0.78259496390819538 11.46924474230036 6.9567932062782338 16.893219656310979
leaf_count=115 309 1041 543 123 37 63 14 38 187 32 81 105 62 38 32 7 64 141 67 29 45 10 50 83 39 157 2 110 248 162
internal_value=0.000291853 0.000537332 -0.000215279 -6.22756e-06 0.000131612 -0.000404152 -0.000214754 0.000959979 0.00131451 -0.000900995 -0.000331701 0.00148324 -0.000348165 -0.0021615 0.000160088 9.93085e-06 -0.00186731 0.000268402 -0.000292125 0.000471434 -0.00213344 -0.000418205 0.000974101 0.000335651 0.000968094 -0.000704958 -0.00117948 0.000406152 -0.00312301 -0.000514591
internal_weight=390.4 263.063 127.337 114.747 107.849 65.4914 62.6873 42.358 35.5797 6.77825 56.0184 34.5905 6.33074 6.89746 51.4531 49.0967 5.94185 43.1548 27.6372 19.536 8.1012 4.66328 17.3748 14.2434 12.7212 43.3293 30.3625 12.9668 7.73939 22.6231
internal_count=4034 1916 2118 1809 1648 1187 1124 461 391 70 875 354 167 161 581 567 96 471 330 208 122 55 179 172 122 794 569 225 250 319
is_linear=0
shrinkage=0.00338432


Tree=272
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 3 4 2 1 4 3 2 2 2 3 0 2 4 4 3 2 4 3 4 1 0 4 0 2 0
split_gain=4.35046 6.04851 4.02009 2.8365 2.7173 2.6453 2.89378 2.75233 3.20952 2.54452 2.34634 2.3244 4.94701 4.11084 3.27424 2.46826 2.53547 2.51995 3.38734 3.01353 2.2665 2.64614 2.23459 2.17488 3.86711 2.63782 2.03055 2.41135 2.02674 1.96063
threshold=70.171445662850019 85.705356740550016 94.773526014550015 107.57327517365 0.12535000000000004 0.10184000000000003 48.226196960950006 -0.14138499999999998 62.052302108850007 48.96897326980001 0.11531000000000002 -0.054619999999999995 -0.068964999999999985 0.22598000000000004 0.083495000000000028 96.039789794050009 -0.101395 41.827117825850003 41.147265497500008 0.09450500000000002 -0.13509999999999997 41.898943182100005 0.097015000000000032 39.110279783550006 71.096275259700022 94.203572890950014 40.583589072600013 96.851704149400021 -0.59502499999999992 67.840552463750015
decision_type=2 2 2 2 2 2 2 2 2 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 23 4 11 6 7 28 20 -8 -7 12 14 -13 -4 16 -16 18 19 -17 -9 -22 -15 -2 25 -25 27 -21 -1 -23
right_child=2 -3 3 -5 -6 10 9 8 -10 -11 -12 13 -14 22 15 17 -18 -19 -20 26 21 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0021590562637266611 -0.0043205482019016044 0.00074471267314007474 -0.0016590459484440083 -0.0031988650472146237 -0.0036098568594099436 0.0017557629786920349 0.0020774042752115724 0.0031779251440398268 -0.0036134262328201671 -0.00088007120703860323 -0.001070396797042015 0.0010468779114606555 -0.0045234354282608384 -0.0037454798626395556 0.0006734770733027763 0.001247340292375074 -0.0035979095250080022 0.0014639890093951853 -0.003327351905763218 0.001232182979517931 0.00032835103466564427 0.0024125724299401729 0.00011112142563463959 0.002969086920721631 -0.0033873610681140589 -0.0014052588355221967 0.0016356273821284807 -0.0027705317272837694 -0.0030023669874948752 -0.0025635494560280817
leaf_weight=0.82914614677429099 2.8483124431222668 219.37237879820168 10.793174176942548 2.7341541438363484 1.9796796645969141 9.2377369794994575 6.0126592516899091 1.808918423950671 3.1671168226748696 5.6319181621074677 4.3050212003290644 39.311034987214953 2.6124865096062484 2.9174976162612429 2.4896625373512506 14.079963187687104 3.1427585035562506 17.080687888432294 2.8807109575718632 2.0135589353740198 13.66523018293084 0.89525424037128587 3.0951097700744867 2.5094123119488341 4.447704718913883 3.0564241148531437 2.2623959006741643 5.9507377101108432 9.184439312200988 6.8292203843593597
leaf_count=3 49 1041 318 649 45 40 19 6 79 34 41 235 50 82 31 99 60 89 33 9 105 19 23 21 190 49 13 73 366 163
internal_value=0.000279898 0.000498949 -0.000207718 -1.76322e-05 6.10046e-05 -0.000376749 -0.000724772 -0.00116386 -0.000627926 0.000647017 0.000857373 0.000127903 -0.000263423 0.00067449 -8.00561e-05 0.00026147 -0.00170986 0.000512291 -8.56218e-05 0.000298573 -0.00022034 -0.00050773 -0.00176022 -0.00188283 -0.00118943 0.000566958 -0.00100768 -0.00175855 -0.00257499 -0.00198682
internal_weight=407.145 280.939 126.205 113.344 110.609 61.5667 48.0239 36.3793 26.3657 11.6446 13.5428 108.63 63.3061 45.3236 60.6936 49.9005 5.63242 44.2681 27.1874 24.3067 23.1986 21.3897 6.01261 12.8619 10.0135 5.56584 10.2267 7.9643 10.0136 7.72447
internal_count=4034 1916 2118 1809 1160 875 794 741 372 53 81 1115 775 340 725 407 91 316 227 194 293 287 105 309 260 70 95 82 369 182
is_linear=0
shrinkage=0.00316168


Tree=273
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 1 4 4 2 1 1 1 3 0 3 3 0 4 2 3 2 2 2 4 4 4 3 3 0
split_gain=0.893947 2.02575 2.14613 2.09243 2.11104 2.17616 1.97619 3.08674 2.30981 1.75478 2.26645 2.91524 1.24152 3.61205 3.06969 1.27459 4.23419 2.70621 2.24471 2.14189 2.05232 4.08602 4.4435 4.90368 2.66425 1.99153 1.97728 3.35936 2.91861 3.26612
threshold=97.878695155250014 78.10777406390001 -0.59681499999999998 -0.59681499999999998 -0.092710000000000001 83.116371560950014 81.479100559500012 42.402981339000007 42.536568606950006 -0.08786999999999999 72.752365468100024 77.543197856500015 75.408562100950022 0.085235000000000019 97.752337623100019 0.080770000000000022 1.0000000180025095e-35 71.131225215400022 39.952536079750011 0.12427500000000002 0.091645000000000018 0.15607500000000005 -0.23401999999999998 -0.13509999999999997 39.577821550850011 41.218101594450012 41.243661560350013 0.10249000000000003 0.092260000000000023 94.203572890950014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 -3 5 -5 -6 -8 -9 -4 -11 -12 15 14 -14 16 17 -1 -18 -19 21 22 24 -24 -17 -26 27 -22 -28 -30
right_child=1 3 9 4 6 -7 7 8 -10 10 11 -13 13 -15 -16 20 18 19 -20 -21 26 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=-0.028319170046374929 -0.039579008867596327 0.018816876240771128 0.00081283849028535645 -0.027035531719731439 0.0058753073954389695 0.0051652341919639685 -0.028040394241880481 0.03110030448983311 -0.026590820079947713 0.01059326481671936 -0.030862861008623385 0.0085242772947549325 -0.031677995929223546 0.016014031172092862 0.027648171565892287 -0.051649920871246605 -0.0022046747184760102 -0.001076098437967432 0.01541107554120799 0.018377349330096118 0.0098970362587546563 -0.025173964385170361 0.015659282392740472 -0.0025395900072342479 0.0050605147691233981 -0.030320941502527898 0.017029292559072672 -0.00099227755090743833 -0.0020088378306555559 -0.028522055476583649
leaf_weight=1.9772281241603185 1.2245696908794368 3.5708689742023152 8.9149231682531571 3.1949524307856398 18.4015660029836 1.9793072699685579 2.7456047265441148 1.2428728499216957 0.59887010371312488 1.6059100748971076 4.6680770423263311 1.4293792960233984 1.9322259766049676 9.2329973946325463 0.68900401890277851 1.4082266446202982 5.3530244361609247 39.2803162233904 19.769083071965724 3.5978051759302607 34.803807674907148 4.5311039830557993 9.9232737571001035 65.746364968363196 1.8499758169054987 1.8557036649435756 4.255931705236434 31.36622570711188 35.42057363782078 2.9294703975319853
leaf_count=175 18 75 111 188 143 329 308 7 154 19 97 12 92 52 2 20 36 486 182 20 194 73 44 596 19 68 22 193 240 59
internal_value=0.000740491 -0.00224297 -0.00874831 0.00141473 -0.00079172 -0.0147178 0.00234271 -0.0118279 0.0123412 -0.00647645 -0.0149122 -0.0216296 0.00127655 0.0089165 -0.0160838 0.000933588 0.00372572 -0.000716633 0.0116575 0.000556196 -7.30876e-05 -0.00287504 -0.0016243 -0.000153 -0.023395 -0.0126576 0.00212452 0.00473523 -0.00193009 -0.00403412
internal_weight=325.499 49.5769 17.8429 31.734 28.1632 5.17426 22.9889 4.58735 1.84174 16.6183 7.70337 6.09746 275.922 11.8542 2.62123 264.068 69.9775 44.8553 25.1221 42.8781 194.091 85.3146 80.7835 75.6696 5.11391 3.70568 108.776 66.17 42.606 38.35
internal_count=4034 1461 257 1204 1129 517 612 469 161 239 128 109 2573 146 94 2427 899 681 218 506 1528 820 747 640 107 87 708 387 321 299
is_linear=0
shrinkage=0.0241316


Tree=274
num_leaves=31
num_cat=0
split_feature=0 1 0 3 1 4 1 3 3 2 2 2 2 2 3 3 3 1 4 2 4 4 1 0 2 0 1 4 3 3
split_gain=0.885384 3.00303 2.40186 2.12284 1.74211 1.60939 3.95731 2.21748 1.97249 2.28082 2.77978 1.8956 2.49276 3.30761 1.55651 5.21893 3.0096 2.56629 1.99128 2.24837 1.68672 2.90828 1.93886 3.63553 2.30883 2.3249 1.92366 3.91766 2.62285 2.44984
threshold=91.066142252700018 67.649671936450019 90.407470010750018 0.13377000000000003 66.590419433100024 38.625745710700009 65.020359884900017 0.085665000000000033 0.079355000000000023 -0.12546499999999997 -0.26894999999999997 -0.62218499999999988 -0.5656199999999999 -0.30094499999999996 0.087795000000000026 0.09013000000000003 0.086555000000000021 62.55235532115001 41.481306584950012 -0.093879999999999991 39.577821550850011 40.241071441700008 62.132955852800002 86.329079026800017 -0.078649999999999984 86.565663342300013 58.613764160050003 42.233786329550007 1.0000000180025095e-35 -0.15572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -3 -2 7 11 8 9 10 -1 -7 -13 -14 16 18 17 20 -16 -20 -15 -22 23 26 25 -25 28 -28 29 -23
right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 -12 12 13 14 15 -17 -18 -19 19 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.03765929780542894 0.00018533631000414115 0.00036621552047129576 0.016672563256619619 -0.034696040324498287 -0.031265681584308633 -0.024417422871478491 -0.026826747445922162 0.012699535459259672 -0.03867754414799815 0.014960112446565577 -0.034332272756417412 0.031688956152916906 -0.028286607433282051 0.017717923622376463 -0.042136732694983824 0.0017908524826378701 0.021110045651592347 0.022555532830333739 0.0066495542606321307 -0.025023416297830364 -0.039504042186759389 0.0032839413548359526 -0.01738389138543751 0.016517867464779137 0.024258829683754115 -0.011490108250343712 0.00052492924072674424 -0.031231272774247185 0.026113081656806265 -0.033920490488108801
leaf_weight=0.55296248197555797 2.218166157603263 125.43428597546881 8.7649841858074051 1.427291634143329 4.0994445262476802 2.3638468608260146 4.3063292455626643 20.017208940349519 1.2199703296646474 3.8637073673307896 2.1145741747459401 2.1857792772352687 3.0986851220950475 4.3569314423948518 2.5371831730008108 63.225435837171972 8.0786359598860127 4.7755696615204206 2.9574814345687628 4.8119007758796215 1.5403005201369513 7.1666656513698284 4.5225562248378983 5.0913818031549471 7.5642616823315612 4.6201005354523659 7.9770006015896779 5.273986111395061 3.1445468664169303 1.8122374170925599
leaf_count=1 14 2171 56 59 55 14 102 134 19 20 143 6 91 17 26 366 43 42 16 54 13 127 31 20 79 27 88 101 23 76
internal_value=0.000796991 -0.000986237 0.0020606 -2.82622e-05 -0.020223 0.00134583 0.000185539 0.00767243 -0.00530987 0.000922877 -0.0194089 0.000976296 0.00139102 0.000926461 0.00157557 -0.00128414 0.0047653 0.00248261 -0.0201476 -0.0129668 0.00067632 -0.000847894 0.00041432 0.00230161 0.012417 0.00319347 -0.00458529 -0.0121143 0.00364391 -0.00422513
internal_weight=321.123 133.179 187.944 126.862 6.31761 179.179 151.411 27.7684 7.75121 6.53124 2.66754 147.104 144.741 142.555 139.456 73.532 65.9242 57.8455 10.3066 7.76938 53.07 48.713 47.1727 42.6502 17.2757 9.71148 25.3744 13.251 12.1234 8.9789
internal_count=4034 2299 1735 2230 69 1679 1362 317 183 164 144 1260 1246 1240 1149 462 687 644 96 70 602 585 572 541 126 47 415 189 226 203
is_linear=0
shrinkage=0.0285878


Tree=275
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 3 1 3 4 1 0 0 4 4 3 4 3 2 3 3 3 1 0 2 3 3 0 4 3
split_gain=5.74808 4.4762 4.11544 3.22459 4.3925 4.77105 3.85771 2.74425 2.72004 2.52691 3.28411 3.16948 2.41136 2.99764 3.41266 3.1242 3.54115 2.79142 2.30146 2.27089 2.2303 2.21317 3.93203 3.30564 2.80127 2.56302 3.11551 3.72758 2.78056 2.43394
threshold=70.171445662850019 94.773526014550015 85.705356740550016 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 81.479100559500012 0.098075000000000023 39.110279783550006 71.096275259700022 94.203572890950014 96.039789794050009 41.827117825850003 41.147265497500008 0.098545000000000021 40.583589072600013 0.087715000000000029 -0.101395 0.097015000000000032 0.10184000000000003 -0.15572 61.982402197500001 71.131225215400022 -0.59502499999999992 -1.0000000180025095e-35 0.078905000000000017 78.626646483100004 37.999598532650005 -0.25095999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 20 4 5 6 -3 8 -6 -2 11 -11 18 14 15 17 -17 -14 -8 -5 21 23 25 -1 -24 28 -27 -28 -23 -25
right_child=1 3 -4 19 7 -7 12 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 22 24 29 -26 26 27 -29 -30 -31
leaf_value=-0.0040145426513825714 -0.0047671976769641834 -0.0019606713891748488 0.0007965736314543509 -0.0040341493422752141 0.0015352260749263128 -0.0046817882781853984 0.00044061265125593465 -0.0021629603048364324 -0.00086148337205790241 0.003115795751494115 -0.0035789328215051681 -0.0018406888772673309 -0.0027113959264991406 0.0014849296541041344 -0.0035379119039519887 -0.0033734496536519049 0.0016465181458944044 0.0013427332346432224 -0.0038273594871358874 -0.00022092056206786661 0.00099573556339648353 0.00075420373790494022 0.0029274423040924827 2.8067352085682269e-05 -0.0038465460636816682 0.0030227424588647302 -0.004067883497080327 0.00039086530015543057 -0.0041472960951336952 0.0032050775487176527
leaf_weight=1.586022953968494 3.1343880770727983 12.36841790890321 214.40613159677014 3.8082641209475687 33.510683249682188 2.9017025728244326 2.5886060539633036 3.0449933758936814 6.3851684089750043 2.5710156639106554 4.2308898861519992 3.3852916657924652 2.1808808797504851 17.489614997757599 3.2340778822544953 4.896330166142433 2.3580625997856259 16.304870940744877 3.2000235905870786 3.3030763640999794 13.153741497546433 2.0692744497209814 0.76827622950077046 7.6848411085084081 6.9126575910486272 3.6484019309282365 2.6413157880306235 10.835736693814395 3.57660310016945 4.237095093354581
leaf_count=115 49 543 1041 123 163 63 32 248 50 21 190 49 54 148 45 94 16 131 61 38 81 53 2 91 248 15 63 84 104 19
internal_value=0.000303455 -0.000275843 0.000582728 -6.63578e-05 7.50549e-05 -0.000460124 -0.000270556 0.0009166 0.00115164 -0.00212473 -0.0013117 0.000298757 0.000129503 0.000384684 -0.000279454 0.00012995 -0.00174169 0.000864442 -0.00191877 -0.00226298 -0.000220052 -0.000583838 -0.00108676 0.000549954 -0.00316899 -0.000384415 0.000263872 -0.000482988 -0.00235084 0.00115719
internal_weight=402.416 130.896 271.52 117.575 110.463 67.5226 64.6209 42.9408 39.8959 13.3216 10.1872 5.95631 52.2525 46.4638 28.9742 25.7401 7.25439 18.4858 5.78863 7.11134 57.114 43.9602 30.4523 13.508 7.68093 22.7713 17.1255 13.4771 5.64588 11.9219
internal_count=4034 2118 1916 1809 1648 1187 1124 461 213 309 260 70 581 488 340 295 110 185 93 161 875 794 569 225 250 319 162 147 157 110
is_linear=0
shrinkage=0.00336544


Tree=276
num_leaves=31
num_cat=0
split_feature=0 0 0 2 3 4 2 2 2 3 3 3 0 3 4 4 3 2 3 3 2 3 4 1 0 1 1 1 0 4
split_gain=0.885264 2.19362 1.72408 3.04523 2.85275 1.66553 1.38687 3.80727 2.06499 2.35395 1.62816 1.99372 1.62167 1.75026 3.81176 2.46869 1.61691 2.46795 1.46265 1.39172 1.90736 1.3788 1.37833 3.6272 3.68239 3.3022 2.61426 2.22039 2.18931 2.00887
threshold=93.953546284800012 93.805681087600007 94.773526014550015 -0.122165 0.10371000000000001 32.724174661450007 -0.054619999999999995 -0.068964999999999985 0.22598000000000004 0.097015000000000032 0.083495000000000028 0.084090000000000012 95.050437202000012 0.10608500000000003 38.064633603500006 37.198331469900005 0.076615000000000016 -0.074999999999999997 0.085185000000000025 0.075810000000000016 -0.033799999999999997 -0.10565499999999999 37.828051409500013 66.964115113200009 90.407470010750018 67.649671936450019 65.020359884900017 68.910558799650019 93.692765846100016 37.038444968100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 -2 -5 -4 7 10 12 -10 16 -12 -8 15 -15 -14 21 -18 -13 20 -17 -7 29 24 26 -25 -24 -27 -29 -1
right_child=2 -3 5 4 -6 6 8 -9 9 -11 11 18 13 14 -16 19 17 -19 -20 -21 -22 -23 23 25 -26 27 -28 28 -30 -31
leaf_value=0.0025811243775593976 0.011624593943406132 0.017882089664758623 -0.034169972556483061 -0.021819809524945517 0.018617951523007829 -0.025463716996945805 0.026512454732021851 -0.034094571035815945 -0.029021051446345571 0.0028556699038222366 0.0247919608723071 -0.024291868470926899 -0.020564956327032535 0.015181036197985007 -0.03359859395781057 0.006555637784270792 -0.028445319314002349 0.019394970664764439 0.00064900843941948546 0.010689468941182808 -0.031759716393363641 0.010025620777307415 0.001063439030120072 -0.03087917622819299 0.016723495123980338 0.0069140780249619142 -0.020248052878295637 -0.023673939227902393 0.0068640304808382591 0.017389219317323762
leaf_weight=23.540344825945798 2.9595126379281274 4.7303823046386233 0.83052256802329694 7.9834800437092763 1.1738540153019128 0.84746997221373055 2.1078460197895756 2.1195592731819479 2.2594205486821002 3.4097111055161804 1.9583566903602321 1.4294909518212069 1.8295123918214837 1.7572292119730257 2.0199034591787495 2.38356576114893 3.7934243199997582 0.75914020091295231 39.300781483296305 23.009722647664603 1.1203852004837269 2.6509798797778767 151.01012642029673 3.6707566683180621 8.7665604054927808 5.3735695113427919 3.4537509274668983 4.4301409068284556 1.9983174619264898 6.9638374699279657
leaf_count=271 60 29 109 175 12 88 7 61 93 31 12 25 45 11 40 8 330 8 534 272 62 92 1299 51 56 37 52 103 12 49
internal_value=0.000676253 0.0015722 -0.00113708 -0.00973357 -0.0166362 -2.40784e-05 0.000281657 -0.0022913 0.00369052 -0.00984873 -0.000962771 0.000921394 0.00593299 0.00458249 -0.0109049 0.00664641 -0.0109531 -0.020468 -0.00022633 0.00852407 -0.00569566 0.00142863 0.00120341 0.000391189 0.00145356 -0.0108163 0.000586923 -0.00457626 -0.0141811 0.00596168
internal_weight=319.642 213.938 105.704 12.1168 9.15733 93.587 92.7565 52.8592 39.8973 5.66913 50.7396 42.6886 34.2282 32.1203 3.77713 28.3432 8.05101 4.55256 40.7303 26.5137 3.50395 3.49845 209.207 178.703 163.23 15.4728 154.464 11.802 6.42846 30.5042
internal_count=4034 1959 2075 247 187 1828 1719 1150 569 124 1089 571 445 438 51 387 518 338 559 342 70 180 1930 1610 1407 203 1351 152 115 320
is_linear=0
shrinkage=0.02422


Tree=277
num_leaves=31
num_cat=0
split_feature=0 1 4 1 1 1 4 4 4 1 2 2 2 2 2 3 3 3 4 4 2 1 0 3 2 2 4 0 4 2
split_gain=0.898727 1.68634 1.39941 1.37553 2.44205 1.4749 1.74853 2.49259 4.01911 3.4455 3.34489 2.30097 2.9422 3.0367 3.01386 2.67489 3.70823 2.84622 2.28097 2.11233 2.05132 2.01774 3.17063 2.31853 1.35394 1.60671 1.33595 1.97602 1.26624 1.8517
threshold=85.667718326750006 61.853356207250009 35.171584490050009 66.590419433100024 66.351146659450009 65.611820673600008 38.625745710700009 40.241071441700008 40.563919884450009 62.084563606450011 -0.0034049999999999996 -0.026144999999999998 -0.058374999999999996 -0.06828999999999999 -0.037054999999999998 0.098105000000000026 0.10932000000000001 0.09450500000000002 41.872294782850005 39.577821550850011 -0.091179999999999997 62.095317438950012 86.565663342300013 0.085235000000000019 -0.14654999999999999 -0.081354999999999997 43.120094701700005 87.009258933850006 44.756878345700009 -0.083064999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 20 9 -9 19 11 12 13 15 -14 17 -17 21 -13 -8 -2 22 23 -10 -23 -26 27 -24 29 -3
right_child=3 28 -4 -5 -6 -7 7 8 10 -11 -12 18 14 -15 -16 16 -18 -19 -20 -21 -22 24 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.014109060798389372 -0.00018747266828878433 -0.024817816872433392 -0.0013365310610230952 -0.00057538193160349804 0.017484759235340451 -0.0080739733047309678 0.010554643223333788 0.015189914275360919 -0.010082901978376229 -0.021505859590734547 -0.013098824564432638 0.023001774243508546 -0.025032785456790316 0.018013667444710991 0.0010408488772115892 -0.021532341813545689 0.0041113567828878943 0.017606715129759823 0.00096352161151766849 -0.0070887534344171738 0.017561142300663135 0.021256783493721162 -0.037287855216511644 0.0070354602602608965 -0.00027922607407268455 0.012818205383983823 -0.0024720593147872895 -0.0083430041932307866 0.0064025016049279182 -0.0051158007005737919
leaf_weight=2.9590833999682244 5.0873781889677048 3.561625951435416 26.105544782942161 134.00088887175662 4.720998626202344 6.3865714445710173 5.0799463689327258 10.771694719791411 4.955189336091272 4.6479722298681727 6.6476131100207558 4.7007259801030141 3.6568621695041656 5.5008248612284651 4.4566494151950007 5.0023705996572954 5.2224534228444099 5.745496802031993 3.8878593128174543 7.7884998172521591 7.0242882370948774 2.5125686377286796 2.0219700001180163 12.963646672666071 11.424023270606986 6.7520470097661258 2.5242523029446602 2.2666172534227371 1.8641495136544097 5.4978535948321214
leaf_count=81 26 182 413 2354 30 41 20 51 35 32 47 31 27 25 21 39 21 23 28 36 37 13 21 59 62 80 10 23 58 108
internal_value=0.000538392 -0.0024438 0.000235992 0.000970861 0.00243259 0.001914 0.00240227 0.00161508 0.00290049 -0.00579755 0.00143356 0.00258922 0.00139418 0.00286245 -0.0107109 0.00150485 -0.00843451 0.0034911 0.0130256 -0.000123848 0.010106 0.00170552 -0.00239785 0.00230163 0.0066108 0.00458621 -0.0147582 -0.0219898 -0.00957397 -0.0128614
internal_weight=315.738 39.9883 29.0646 275.749 141.749 137.028 130.641 118.529 101.013 17.5164 90.2412 83.5936 75.005 66.8915 8.11351 61.3906 10.2248 51.1658 8.58859 12.8684 12.1117 45.4203 24.7317 17.9188 20.6886 18.1761 6.81284 4.28859 10.9236 9.05948
internal_count=4034 842 494 3192 838 808 767 704 616 88 565 518 459 411 48 386 60 326 59 56 63 303 148 94 155 142 54 44 348 290
is_linear=0
shrinkage=0.021286


Tree=278
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 1 3 4 2 1 4 2 4 3 0 0 1 2 2 2 3 0 4 4 3 2 4 0 3 0
split_gain=4.05681 6.07639 3.33239 3.10685 2.64923 3.51872 2.47554 3.27834 2.69615 4.21972 2.60528 2.41992 2.37207 2.18528 2.12848 2.11725 2.26822 2.06644 3.09187 4.03678 2.48856 2.05037 2.55228 3.67572 2.50467 2.41782 2.14087 2.54959 1.98102 2.12176
threshold=70.171445662850019 85.705356740550016 94.773526014550015 107.57327517365 39.110279783550006 71.096275259700022 0.10184000000000003 48.226196960950006 -0.14138499999999998 62.052302108850007 48.96897326980001 -0.59502499999999992 42.719328117250008 0.11531000000000002 68.948197213500023 94.203572890950014 70.727956495850009 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 96.039789794050009 41.827117825850003 41.147265497500008 0.09450500000000002 -0.101395 40.583589072600013 96.851704149400021 0.096665000000000015 102.31465107045001
decision_type=2 2 2 2 2 2 2 2 2 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 17 -2 15 7 8 11 12 -9 -1 -10 -8 -14 -6 -17 18 19 20 -4 25 23 24 -23 -22 27 -26 29 -20
right_child=2 -3 3 -5 5 -7 13 10 9 -11 -12 -13 14 -15 -16 16 -18 -19 28 -21 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0026547763946527768 -0.0043713560675062244 0.0007318888590079624 -0.0015477519033133898 -0.0031804350049471032 0.0028569622724178502 -0.00331140334339517 0.0016786200980443444 0.0021746203105074543 0.00031930840984525195 -0.0036936185474309544 -0.00079803748321002671 -0.0029849814986569211 0.0022561168750016574 -0.0009649056751610466 -0.0034147192995964051 -0.0034398307878412116 0.0022066965254107021 -0.0017737157242853395 0.00077171999965141875 -0.0042173859272631774 0.00071634374042152892 0.0011268138180847308 0.0013713975170954432 -0.0034463125712058114 0.0013469609125601472 -0.0035414263143952202 0.0016994088944932101 -0.0027357424611277967 -0.00068286271587187221 0.0027698843458528631
leaf_weight=0.81446965038776298 2.9332915972918263 217.79399979207665 9.8723646751604885 3.0021346583962432 2.423439013771711 3.64260726980865 9.2301613967865688 6.0565797835588437 19.28713059052826 3.8372444678097954 5.5794040858745575 9.3838003007695026 0.81126335076987643 4.6230594366788855 3.3201918830163777 1.7051034159958365 1.1896989271044729 5.7383313141763201 25.152531063184146 2.4574904916808071 2.3568681757897139 13.240501502994453 16.633946384303272 3.0357887614518395 2.0136169642209989 2.9682604121044269 2.3501126714982092 5.9847440849989653 6.7658078339882186 6.6102614458650342
leaf_count=3 49 1041 318 649 21 190 40 19 174 79 34 366 12 41 107 43 6 105 138 55 32 99 93 36 9 61 15 88 65 46
internal_value=0.000277161 0.000483662 -0.000205637 -3.22723e-05 -0.00178247 -0.000935004 -0.000375241 -0.000705887 -0.00115796 -0.000642871 0.000749244 -0.00253457 -0.000142992 0.00079643 -0.00230118 0.000692656 -0.00111923 5.75846e-05 0.00016326 -0.000276872 -0.000111213 0.000180695 0.00040691 -0.000195658 0.000222686 -0.00165696 -0.000934114 -0.00170791 0.000859109 0.00118756
internal_weight=400.814 280.737 120.077 108.183 11.8941 8.96085 62.9433 49.0901 37.4541 27.2558 11.636 10.1983 23.4186 13.8532 4.13146 5.31824 2.8948 105.181 99.4423 60.9137 58.4562 48.5838 43.2587 26.6248 23.589 5.32513 10.3485 7.99836 38.5286 31.7628
internal_count=4034 1916 2118 1809 309 260 875 794 741 372 53 369 293 81 119 70 49 1160 1055 806 751 433 340 247 211 93 112 97 249 184
is_linear=0
shrinkage=0.00313851


Tree=279
num_leaves=31
num_cat=0
split_feature=1 2 0 1 4 4 4 4 3 1 1 3 2 0 1 3 0 2 2 2 2 3 4 2 3 2 3 2 2 3
split_gain=0.78768 1.18201 0.832836 1.46958 1.21899 1.19024 1.18824 1.46005 1.76654 1.65787 1.49976 1.45152 2.34311 1.0596 2.58377 1.87565 1.49582 2.01841 2.37455 1.68582 2.73745 1.67392 1.56112 2.03696 2.55909 1.95868 1.96914 1.91798 1.7797 2.85117
threshold=83.740093847200015 0.20949500000000004 85.667718326750006 61.87486387225001 35.171584490050009 33.151194885250007 39.577821550850011 40.00488309970001 0.091935000000000031 61.977025281250008 61.982402197500001 -0.16320999999999999 -0.55354000000000003 91.066142252700018 67.649671936450019 0.12535000000000004 93.953546284800012 -0.011675 0.20949500000000004 -0.061874999999999999 -0.10623499999999998 0.090390000000000012 38.244973486750006 -0.041369999999999997 0.092835000000000015 0.22598000000000004 -0.10747999999999999 -0.116995 0.051245000000000013 0.10220000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -5 -8 9 -9 -11 -12 -13 -4 -15 16 17 19 21 20 -16 -19 23 24 -18 26 -24 -26 -25 -30
right_child=1 -3 13 6 -6 -7 7 8 -10 10 11 12 -14 14 15 -17 22 18 -20 -21 -22 -23 25 28 27 -27 -28 -29 29 -31
leaf_value=-0.011581904057232041 -0.024790094095429122 0.011126265562917617 0.0025597407448593244 -0.029483701025122641 -0.0014101001901136382 0.023243365216987073 0.028226406135134854 -0.029618681822257881 -0.029633885423269526 0.03324358121320227 0.01489694805716351 0.030556872922482915 -0.024338051546798314 -0.015531254513320063 0.015137567038513508 -0.02035921357298329 -0.02971729329007573 -5.0300384721485229e-05 0.014663411555343212 0.024603643789468409 -0.012045493627665452 -0.026965818698279988 -0.02570402011587335 0.012182148947470281 0.0078548215079626785 -0.017185744855838986 0.0021860436363488173 -0.018209442163019642 -0.031341656330019958 0.0079880317649258462
leaf_weight=0.72180267865769865 1.5560587059881066 0.75165452586952586 143.04281758866273 1.5078727439977218 26.977377950912341 2.1893852851353586 0.60987654700875094 1.0979444650001822 1.8551834649406371 0.73826920241117466 1.5764015894383172 0.53608787059783747 2.1750645046122412 5.937487266957759 6.4305136436596513 2.3723376796115181 3.6018421757034975 2.7696899096481493 2.731425741687417 4.0571629530750224 3.0075530894100666 2.3731808066368103 1.4262096388265479 4.3992612054571492 3.2091015418991446 3.1676536418963215 76.908450887422077 3.0419091684743762 1.8195036365650592 2.3189797401428223
leaf_count=64 693 64 893 71 419 18 2 24 48 2 13 1 180 69 51 56 102 27 14 19 19 21 89 22 27 67 841 51 53 14
internal_value=0.000598253 -0.0130916 0.000699316 -0.00247042 0.000150159 0.0146088 -0.0102279 -0.00684735 -0.00952824 -0.00343727 0.00228234 -0.00304885 -0.0134834 0.00116423 -0.000376358 0.000351447 0.000756623 0.00640416 -0.00305831 0.0119254 0.00647536 -0.0124705 -0.000451522 -0.00664096 -0.0139271 0.000945095 0.00167826 -0.00482875 0.00176748 -0.00930345
internal_weight=314.908 2.30771 312.6 39.9853 29.8886 2.91119 10.0967 8.58883 7.97895 6.12377 5.02582 4.28755 2.71115 272.615 129.572 123.635 121.262 21.3695 7.8743 13.4952 9.43807 5.14287 99.8929 18.3906 9.85285 81.5023 78.3347 6.25101 8.53774 4.13848
internal_count=4034 757 3277 842 501 82 341 270 268 220 196 194 181 2435 1542 1473 1417 151 62 89 70 48 1266 269 180 997 930 78 89 67
is_linear=0
shrinkage=0.0235187


Tree=280
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 3 0 3 4 2 2 1 4 4 2 2 2 3 0 3 2 2 4 3 3 4 2 2 3 4
split_gain=3.28888 4.68118 3.81105 2.36448 2.10169 2.79452 2.34183 2.00749 2.67303 2.43522 3.19372 2.54282 2.34145 2.13038 1.9849 3.35057 3.75418 2.39108 2.4047 2.65914 2.54084 2.41654 2.61469 2.85575 1.90496 1.90088 3.24876 1.88108 1.82917 3.29183
threshold=70.171445662850019 85.705356740550016 94.773526014550015 107.57327517365 39.110279783550006 0.087555000000000022 94.203572890950014 0.10184000000000003 48.226196960950006 -0.14138499999999998 -0.13509999999999997 62.052302108850007 48.96897326980001 41.898943182100005 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 96.039789794050009 0.089850000000000027 -0.101395 -0.59502499999999992 39.184300550350009 0.09914000000000002 0.097015000000000032 42.094663496250007 0.04932000000000001 -0.59502499999999992 0.11531000000000002 39.664548207900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 14 -2 -6 -7 8 9 27 -11 13 -10 -12 15 16 17 -4 20 -20 -19 -21 23 -23 -16 -17 -27 -1 -9 -30
right_child=2 -3 3 -5 5 6 -8 28 12 10 11 -13 -14 -15 24 25 -18 18 19 21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.002595159582741887 -0.0048146552436017205 0.00078400516060504071 -0.0017731053858894849 -0.0035768554758682054 -0.003796213984001122 0.00330651356667466 -0.0015605768843042094 0.0017744964121264918 0.0023531672159106762 0.0038883766716017029 0.00030612140291229079 -0.0040621478806614321 -0.00092589085908340518 -0.0021399852008766895 -0.0041573302382649684 0.0015281506655074348 -0.0047339917735105663 0.00081458258201758745 0.001556104570970711 0.0015280395329601516 -0.0040180325026371016 0.0021737036294848596 -0.0019713761814343029 -0.0024767776740249898 2.6445567993946746e-05 -0.0043065729440513517 0.00074712578069534871 -0.0033023157713723164 0.0019316136161152868 -0.0045576422123253316
leaf_weight=0.73160962387919326 2.7382642086595288 202.95572865242139 9.100847781635812 2.2060016281902781 3.2905077487230283 2.0249778758734465 3.1041248552501202 8.6916044969111663 5.6931310445070249 1.7863026484847022 12.707813251763598 2.9290091674774876 5.1338951736688614 6.7625776166096321 2.5787174715660504 27.414245835505426 2.2697909567505183 2.3244189228862524 17.030785935465246 7.0120438809972212 3.2129544555209568 5.1831265822984376 11.237296480219809 2.3925021891482174 2.8293860796838999 1.9817762614693473 7.7183065419085324 8.0225866376422292 2.0534787327051158 1.8350193649530409
leaf_count=3 49 1041 318 649 187 16 57 40 19 6 105 79 34 182 82 158 55 32 111 36 61 38 110 45 23 34 57 366 14 27
internal_value=0.000314521 0.000534741 -0.00017924 2.96168e-05 -0.00213516 -0.00126373 0.000360958 -0.000363081 -0.000719377 -0.00121823 -0.000642278 -0.00100359 0.000798323 -0.000543476 0.000107397 0.000223281 -0.000292718 -0.000117382 0.000193994 0.000476116 -0.00198945 -0.000236104 -0.000893644 0.000705009 -0.00196848 0.00105417 -0.000285371 -0.00280945 0.000876494 -0.00113073
internal_weight=374.953 259.303 115.65 104.492 11.1579 8.41961 5.1291 56.347 43.7669 32.9399 24.1857 22.3994 10.827 19.4704 102.286 96.8781 59.7638 57.494 48.3931 42.8558 5.53737 25.825 18.8129 7.57563 5.4081 37.1143 9.70008 8.7542 12.5801 3.8885
internal_count=4034 1916 2118 1809 309 260 73 875 794 741 372 366 53 287 1160 1055 806 751 433 340 93 229 193 83 105 249 91 369 81 41
is_linear=0
shrinkage=0.00352088


Tree=281
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 2 1 4 2 2 4 2 2 3 2 0 3 2 3 2 0 3 4 0 0 1 4 1 0
split_gain=3.96809 6.0707 4.21441 2.89908 2.72469 3.23328 3.19892 3.48136 2.6062 2.60464 2.51402 2.56225 2.41141 3.68459 2.42463 3.12266 2.45676 3.18837 2.53904 2.28921 2.20359 2.67023 2.09792 5.17533 2.05476 2.78587 2.08435 2.04498 3.15276 2.27472
threshold=70.171445662850019 85.705356740550016 94.773526014550015 107.57327517365 0.10184000000000003 48.226196960950006 -0.14138499999999998 62.052302108850007 48.96897326980001 -0.59502499999999992 -0.13509999999999997 41.898943182100005 0.22598000000000004 -0.048954999999999992 0.083495000000000028 -0.068964999999999985 96.039789794050009 0.089850000000000027 -0.101395 0.098075000000000023 -0.59502499999999992 97.39208423365001 0.11531000000000002 39.577821550850011 99.239054969250006 100.15850764985002 81.011308844800013 39.110279783550006 71.096275259700022 94.203572890950014
decision_type=2 2 2 2 2 2 2 2 2 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 27 12 5 6 9 10 -7 -1 -8 -12 13 14 -4 16 18 -18 -16 -15 -19 -22 -6 -24 -23 -26 -27 -2 29 -29
right_child=2 -3 3 -5 22 8 7 -9 -10 -11 11 -13 -14 19 15 -17 17 20 -20 -21 21 24 23 -25 25 26 -28 28 -30 -31
leaf_value=0.0031286420100364019 -0.0049111911087325252 0.00086812718397876203 -0.0017473527337476542 -0.0036569833431026925 0.0019959057782413915 0.0024771313439907201 0.0038585778556469896 -0.0041290193568351537 -0.00091676517505971038 -0.0035036817984183551 0.00041206201605435423 -0.0022139062174428561 -0.0021466559222077779 0.0015425883998187258 0.0007701646455173447 -0.0036082604470983872 0.0017308615972320609 0.0014462738986626331 -0.0041141550082885447 -0.00091767358910892661 0.0012752426222349662 -0.0037580515487434249 0.0029735342747566769 -0.0050293752466166767 0.001574344879541561 -0.0046964993000603592 -0.000225486605318678 0.0031420127228229582 -0.0038338055651087367 -0.001613818585899102
leaf_weight=0.83690500259399314 2.8357546469196668 207.85188252292573 12.014328067423774 2.739325482514686 9.1751465145498496 6.09648150205612 1.8650967106223095 3.2935943128541103 5.715876616537571 9.9583261674269981 13.738221095874918 7.4835707740858188 5.8629587809555224 30.820539125241339 2.4630327317863703 2.8751443214714589 17.76956192497164 7.245526022277768 3.178178389556698 5.8702141260728231 5.3339450508356192 4.4331583231687537 2.0792449340224257 2.1357259526848793 3.8619793299585563 2.6890340782701969 2.7495556720532477 2.2711276607587916 4.0129776136018336 3.1025734730064869
leaf_count=3 49 1041 339 649 40 19 6 79 34 366 105 182 105 181 32 47 111 36 61 55 26 47 13 28 28 44 48 21 190 49
internal_value=0.000327527 0.000571645 -0.000212622 1.10611e-05 -0.000416272 -0.000810817 -0.00133372 -0.000656152 0.00083486 -0.00298951 -0.00016071 -0.000513949 0.000104821 0.000235125 -0.000283801 5.04934e-05 0.00026205 0.000549166 -0.00198159 0.00114897 -0.000248845 -0.000892973 0.00102718 -0.00108154 -0.00173507 -0.000770807 -0.00243612 -0.00222402 -0.00141222 0.000396174
internal_weight=392.359 270.23 122.129 109.906 62.3782 48.9881 37.1757 26.3805 11.8124 10.7952 23.0869 21.2218 107.167 101.304 64.6134 52.5991 49.724 44.0828 5.64121 36.6908 26.3132 19.0677 13.3901 4.21497 13.7337 9.30057 5.43859 12.2224 9.38668 5.3737
internal_count=4034 1916 2118 1809 875 794 741 372 53 369 293 287 1160 1055 819 480 433 340 93 236 229 193 81 41 167 120 92 309 260 70
is_linear=0
shrinkage=0.00361083


Tree=282
num_leaves=31
num_cat=0
split_feature=2 2 2 2 4 2 4 1 4 2 3 3 1 2 1 2 0 0 0 2 2 2 1 3 2 3 3 1 0 4
split_gain=0.793266 0.864115 3.0875 2.2304 3.05516 2.95824 2.08967 2.25194 1.87527 1.84157 1.9413 3.37371 1.69521 1.87399 3.39062 2.63107 4.8764 1.9317 1.62683 2.2623 1.62017 1.60894 1.92891 1.6854 1.50329 1.48819 3.57282 2.13398 1.82361 1.75195
threshold=0.36215000000000008 -0.079634999999999997 -0.077085000000000001 -0.085584999999999994 41.806790701050012 -0.081629999999999994 42.719328117250008 60.613977009100005 40.750688432250008 -0.06828999999999999 -0.14860999999999999 0.082535000000000011 61.778079379550007 -0.053159999999999992 70.641925835650014 -0.041369999999999997 95.262825394300009 86.329079026800017 90.407470010750018 -0.031449999999999999 -0.013805 -0.08262499999999999 61.998532946250002 0.085035000000000013 -0.054619999999999995 0.084090000000000012 0.086520000000000027 63.530954080650012 96.851704149400021 34.654301448200009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 8 -4 10 -9 -12 -11 14 17 16 -15 -14 19 -8 -10 -6 -23 -24 -16 27 28 -17 -27 -28
right_child=-2 2 6 4 21 -7 18 9 20 12 11 -13 13 15 24 25 -18 -19 -20 -21 -22 22 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.00065905314953394712 -0.015376457719089312 0.016772812783968354 -0.040182723546019899 -0.041004828929334006 0.0070759905109351769 -0.0073261763675416215 -0.045780712386616608 0.016420297899769856 0.025788677789468539 0.023500097217974889 -0.034110497676830845 -0.0025822018691029742 0.0049623676612501567 -0.035111835130042214 -0.03039311493513876 0.022985260039130085 0.0082799431067688677 0.023634198031487093 0.00027797468927282025 -0.0094479795949275816 -0.02744898891567233 0.0057196016805353498 0.0037889825448913033 -0.033491922812158514 0.0062769240860675816 -0.040621200308103587 -0.02051535154145144 0.0045997448815375645 -0.0022003263829351253 0.0037137075560284604
leaf_weight=147.34473044588231 1.9572613906348113 8.8328814567066711 1.4452193910256022 2.9972180801560171 7.0281809425214314 3.8073120974004295 1.3985642013140021 2.4613642543554333 0.77283780835568905 2.845952756702899 2.6138028188142917 13.220416574622503 5.9928134903311756 3.3032929524779311 1.5987178087234497 5.219248719513419 3.3584664056543261 8.7858987301588041 7.2030513760691974 5.1961299490649235 0.70093589043244697 2.7313838545232985 1.1123835023608992 2.6074056593934074 1.3061273023486129 1.9121161708608263 2.0012240681098765 18.265290952112991 1.3588628823636097 46.677270457672421
leaf_count=2097 109 101 24 60 55 35 24 7 4 12 31 98 26 23 54 43 20 43 217 135 65 17 11 64 5 39 33 180 34 368
internal_value=0.00071677 0.000817053 0.0022399 -0.000426204 -0.00830965 -0.0221607 0.00130725 0.00235017 -0.0196583 0.00288145 -0.00453003 -0.00778667 0.00420274 0.00365233 0.01114 0.00203947 -0.0132363 0.0160627 -0.00805334 -0.0171532 0.000468514 -0.00131746 -0.0104616 -0.0223433 -0.0139049 0.00338851 0.000993803 0.00868578 -0.02466 0.00271763
internal_weight=316.056 314.099 146.47 167.629 20.2839 6.80453 137.638 123.84 2.91899 120.921 18.2956 15.8342 102.625 99.7793 17.6836 82.0958 6.66176 14.7787 13.7977 6.59469 1.47377 13.4794 6.45117 3.71979 2.90485 75.434 51.9495 23.4845 3.27098 48.6785
internal_count=4034 3925 1586 2339 242 95 1485 1109 93 1016 136 129 880 868 128 740 43 69 376 159 69 147 92 75 59 697 474 223 73 401
is_linear=0
shrinkage=0.0253575


Tree=283
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 3 2 2 3 0 3 3 4 4 2 1 2 4 0 4 3 3 2 4 1 1 4 1
split_gain=4.83771 5.7787 3.99414 3.01366 2.39247 3.8749 3.34739 3.1078 2.47783 4.62872 3.01489 4.06613 2.21775 2.17743 2.81252 2.6587 2.50246 2.98156 2.30044 2.58192 2.20121 2.05054 1.93179 1.91685 2.27658 1.85721 2.79149 2.34353 2.20684 1.72311
threshold=70.171445662850019 85.705356740550016 94.773526014550015 107.57327517365 -0.054619999999999995 -0.068964999999999985 0.22598000000000004 0.083495000000000028 -0.59502499999999992 -0.54526999999999992 0.096315000000000026 96.039789794050009 0.097015000000000032 0.10184000000000003 48.226196960950006 48.96897326980001 -0.14138499999999998 62.052302108850007 -0.13509999999999997 41.898943182100005 67.469545241750026 42.599563320500003 0.096665000000000015 0.076615000000000016 -0.074999999999999997 39.110279783550006 71.096275259700022 70.776348742200014 40.750688432250008 66.590419433100024
decision_type=2 2 2 2 2 2 2 2 2 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 25 4 5 7 21 23 -9 -10 11 -11 -8 14 16 -16 -1 18 -18 -20 -21 22 -6 -4 -25 -2 27 28 -27 -3
right_child=2 29 3 -5 6 -7 12 8 9 10 -12 -13 -14 -15 15 -17 17 -19 19 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0020095443805956807 -0.0034130583852241417 0.00075009220370673394 -0.00016639222867483467 -0.002592291284225101 0.0013216168612689596 -0.0034240021003536102 -0.002985868425794846 0.0013005663600174897 -0.0026343978036249909 -0.0018038688704433759 -0.0010802098489004499 0.00096496179848337422 0.00019139226505806976 0.00064129589970569314 0.0017428591583405391 -0.00072600201413255462 0.0026217487740380447 -0.0028739820770930105 0.00028078564999894646 0.0023627636516776909 -0.0020991002133711576 -0.00055018882237462701 -0.00022898274905168675 -0.003055204373495656 0.0016288951260674442 0.0016876866853779726 -0.0026958439716778405 0.0022397429666347292 -0.0028337044921405178 0.00017358651568662428
leaf_weight=9.4157990841194934 2.7627970427274695 167.32178796082735 4.3187181912362558 2.887917172163724 26.344887129031122 2.4365022229030719 2.7333932034671298 9.2096671909093768 4.3819654020480732 4.0244536716491153 9.8249199725687486 23.621013944037259 2.9739289414137602 13.288378981873391 5.9601480364799482 5.3811430186033249 1.783413030207156 2.9550371682271352 13.149131740443421 0.80568274855613609 6.5007369378581643 6.5006565325893453 6.4927461701445273 4.923105918103829 0.77917351573705662 1.0811057724058613 3.7594003677368164 2.1255857385694981 1.984710084274411 42.061870140954852
leaf_count=369 49 798 116 649 123 55 82 47 53 71 112 150 23 81 19 34 6 79 105 12 170 70 56 196 6 10 190 8 52 243
internal_value=0.000244051 0.000435638 -0.000173794 -2.5145e-05 4.3143e-05 -0.000275165 0.000491994 -0.000149563 0.000104868 -0.000158247 0.000131325 0.000561893 -0.00133029 -0.000266473 -0.000528987 0.00057145 -0.000889589 -0.000471026 -0.00015173 -0.000393535 -0.00160709 0.000756376 0.00101503 -0.00144601 -0.00241516 -0.00158816 -0.00102488 0.000185162 -0.00123932 0.000634281
internal_weight=391.79 268.623 123.167 111.453 108.565 63.5195 45.0456 61.083 51.062 41.8524 37.4704 27.6455 5.70732 59.2395 45.9511 11.3413 34.6098 25.194 22.239 20.4556 7.30642 39.3383 32.8376 10.021 5.70228 11.7136 8.9508 5.1914 3.06582 209.384
internal_count=4034 1916 2118 1809 1160 806 354 751 433 386 333 221 105 875 794 53 741 372 293 287 182 249 179 318 202 309 260 70 62 1041
is_linear=0
shrinkage=0.00254622


Tree=284
num_leaves=31
num_cat=0
split_feature=1 2 4 2 2 2 4 3 1 1 3 3 3 3 3 0 0 3 3 0 1 2 3 3 3 3 0 0 1 1
split_gain=0.788335 1.10935 0.830246 1.60444 3.04164 3.19152 3.06715 3.171 2.18147 2.10078 2.28543 3.51198 2.56415 2.55683 3.46465 1.9334 2.9556 2.5719 2.12533 2.26438 1.9252 1.70562 1.72559 1.58593 1.58324 1.57609 1.94637 1.56631 3.42848 2.84632
threshold=83.740093847200015 0.20949500000000004 42.141702038450013 -0.11572 -0.087234999999999993 -0.084794999999999995 44.169240047700008 0.088555000000000023 71.504920895500007 75.634392583900009 0.076130000000000017 0.096010000000000026 -0.15572 -0.25095999999999996 -0.55648999999999993 86.420486603250012 85.764502819450016 0.083365000000000022 0.087555000000000022 67.04476885710001 62.213609596700003 -0.083424999999999985 0.12535000000000004 0.086520000000000027 0.11922500000000003 0.088555000000000023 85.667718326750006 85.121961326250016 58.167480110400007 57.041016153700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 27 9 6 -6 7 8 23 10 12 -12 13 14 -4 16 18 20 19 -7 -17 -19 -23 -5 -11 -20 -27 28 29 -1
right_child=1 -3 3 4 5 15 -8 -9 -10 24 11 -13 -14 -15 -16 17 -18 21 25 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.016207159410933959 -0.024203429399302714 0.0098421429218283601 0.006074172547390155 -0.030743504375857756 0.020929191063010347 0.027068659317960101 0.010350867377911951 -0.031726019782705388 0.0055870782877554788 -0.027871850891909286 0.012896916377052193 -0.011700731820259673 -0.022291888345392443 0.01638683790015354 -0.036240973659706174 0.020767920140756679 -0.024612841070519757 0.015061949059395733 0.031471551090560379 -0.025355058802563786 0.00090005377733916357 -0.010119613411958628 0.0087170751927579913 -0.0063280072446354812 0.021311128467569881 -0.024707358944309817 0.021917228839251457 0.0020636705720338999 -0.013960573622806166 0.019403641454668656
leaf_weight=1.7057231857907016 1.5214391721819986 0.76197065378073592 2.8162561778444788 2.5541915670037287 3.5114582283422342 0.54617888014763449 2.7925873654894522 4.6085011698305598 3.6282469118013978 1.8402195174712681 17.998014974407855 3.7146146371960631 3.0107662798836818 3.8075630648527286 1.6150628798641262 4.8968631997704524 4.4830589592456818 2.1995888054370907 1.3693267460912468 2.1879906661342829 5.4854295275872573 13.48469480709173 3.190151458606123 3.153946079313755 0.42793884500861157 0.93171063531190135 0.96885495632886887 201.93943580519408 9.6087885902961698 3.9429116195533425
leaf_count=109 693 64 25 37 15 4 27 70 26 165 212 31 96 45 39 57 56 10 4 129 72 160 15 38 4 37 4 1498 262 30
internal_value=0.000641347 -0.0128425 0.000739897 -0.00105327 -0.00334429 -0.00011832 -0.0116813 -0.0160934 -0.00837709 0.00284805 0.00432338 0.00868873 -0.00410206 0.00254511 -0.00934824 -0.00197791 -0.0104627 0.00106348 0.000102771 -0.0148829 0.0102708 -0.00400123 -0.00651587 -0.0172531 -0.0185924 0.0126332 -0.000939454 0.00152605 -0.00558956 0.00865022
internal_weight=314.703 2.28341 312.42 95.2232 59.9928 43.2553 16.7375 13.9449 9.33638 35.2304 32.9623 21.7126 11.2496 8.23888 4.43132 39.7438 10.4871 29.2567 6.00406 2.73417 10.3823 18.8744 16.6748 5.70814 2.26816 3.26989 1.90057 217.197 15.2574 5.64863
internal_count=4034 757 3277 1378 761 563 198 171 101 617 448 243 205 109 64 548 234 314 178 133 129 185 175 75 169 45 41 1899 401 139
is_linear=0
shrinkage=0.0230319


Tree=285
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 4 1 2 2 2 4 4 3 4 2 2 4 1 4 0 4 3 3 2 3 1 4 0 0 0
split_gain=4.03217 5.53342 4.18276 4.59562 3.39286 3.11894 3.4657 2.91489 2.9583 3.60365 2.63357 2.62428 2.10153 2.99125 3.17827 3.01497 2.91061 2.43882 2.04574 2.64997 1.99678 2.32672 4.42436 3.9657 3.7745 3.0342 3.90851 4.02008 2.28167 1.98047
threshold=66.590419433100024 90.297243227400017 89.953120586650016 85.705356740550016 43.680097826700013 38.625745710700009 64.02831883475001 -0.16276499999999997 0.04932000000000001 0.096390000000000017 42.536568606950006 47.709122305950011 0.10184000000000003 48.226196960950006 -0.14138499999999998 -0.13509999999999997 48.96897326980001 62.052302108850007 41.898943182100005 67.04476885710001 43.047778594550003 0.087795000000000026 0.09180000000000002 -0.093879999999999991 0.08895500000000002 62.181348099150007 41.872294782850005 86.20003303655001 86.692020874450009 91.937202686950016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 -5 20 11 -9 -10 -8 -6 13 14 -1 -16 -15 18 -17 -20 21 -7 23 -23 -25 26 -24 -28 -22 -2
right_child=4 -3 -4 5 7 6 10 8 9 -11 -12 -13 -14 16 15 17 -18 -19 19 -21 28 22 25 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0026539799202481749 -0.001452892515192826 0.0025294549169552591 -0.0036422550386389476 0.0020794639145757911 -0.0025212940451941352 0.0014608108680709069 -0.00356917005070006 -0.0036899811666465483 0.0026737201933469922 -0.0036368327286498375 0.00062439277851879943 0.0016901941086266176 0.00086899210966882271 0.0023522042326914279 0.0035110096968176958 0.00037150203841676668 -0.00089174019129260461 -0.0036714159015774888 0.004155643277380449 -0.0025504034916544282 -0.0015977795355489358 0.00073726471761753165 0.0010670996404213758 -0.0057717062047173114 -0.00073419487441304238 0.0026257676390654323 -0.00464634363879474 0.00010459814182086087 0.00089665419188432092 0.00014081660838761797
leaf_weight=9.9592227782122702 8.7557741142809373 14.030132323503492 2.6417259052395812 17.30112461745739 2.4025854759383973 44.170929942280054 3.5836242735385886 7.2988794546108675 2.1185296671465044 1.740351806161925 2.8297150209546089 4.4663367832545191 12.772456694394348 6.0802309364080411 1.8535955175757362 12.643952838145216 5.6194534152746201 2.7420463031157842 0.69445539079606433 5.9775133174844086 7.7769822403788549 5.3703514114022255 30.937210246920586 2.9180553555488569 3.4007004350423813 8.8990955874323827 2.7511084266006929 5.9425717368721962 7.71043860912323 137.86058935709298
leaf_count=368 92 64 20 70 85 235 29 460 9 90 16 47 81 19 6 105 34 77 4 178 52 19 118 29 19 35 33 31 28 1581
internal_value=0.000266133 0.000555381 0.000419996 0.000473139 -0.000117919 0.000785601 0.000608349 -0.00144821 -0.00247341 -0.000172333 -0.00171887 0.000217116 -0.000295883 -0.000622373 -0.00111166 -0.000469275 0.000794111 -0.00080375 -0.000396663 -0.0018524 0.000732853 0.000894385 0.000478909 -0.00131572 -0.00306056 0.000911169 0.000526157 -0.00139883 -0.000355921 4.5642e-05
internal_weight=383.25 218.607 204.577 201.935 164.643 143.592 126.291 18.0267 11.1578 3.85888 6.41334 6.86892 58.3429 45.5705 33.8708 23.9116 11.6997 22.058 19.3159 6.67197 119.877 104.39 60.2191 11.6891 6.31876 48.53 39.6309 8.69368 15.4874 146.616
internal_count=4034 1670 1606 1586 2364 714 644 691 559 99 45 132 872 791 738 370 53 364 287 182 599 519 284 67 48 217 182 64 80 1673
is_linear=0
shrinkage=0.00324939


Tree=286
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 1 4 3 2 2 0 3 1 1 3 4 4 1 2 1 3 4 3 3 1 2 4 4 4
split_gain=0.787497 2.81039 3.30902 1.63463 1.30295 2.0623 1.24668 2.0365 4.45481 5.71757 2.85163 4.18403 2.50963 4.57927 1.93598 2.21497 4.39752 2.30793 2.84039 2.14654 2.13955 1.95151 1.81668 1.72708 2.39221 1.40968 1.29952 1.75317 1.25867 1.34015
threshold=66.590419433100024 90.297243227400017 89.953120586650016 0.20949500000000004 0.13747000000000004 61.853356207250009 61.987779113750001 42.198888176300009 0.097450000000000023 -0.032369999999999996 -0.097294999999999993 86.329079026800017 0.085820000000000021 62.55235532115001 62.00390986255001 0.085335000000000022 38.748048509250005 36.79544512155001 64.02831883475001 -0.097294999999999993 62.154463517850012 0.078905000000000017 42.47354681640001 0.083495000000000028 0.088655000000000025 62.052302108850007 -0.23369999999999999 50.205949521800008 35.171584490050009 42.488347682450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 28 14 10 -10 12 22 13 -9 -8 16 -16 -17 20 -20 25 -18 -12 -13 -25 -19 27 -15 -1 -30
right_child=-2 -3 -4 -5 5 -7 7 8 9 -11 11 23 -14 26 15 17 21 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.014582171794207309 -0.00079441761341902993 0.015395116074932139 -0.030454373432831604 0.016341276559655872 0.0073458703394338283 -0.027931588754543633 0.017638843707875648 -0.04657914805567609 -0.041554115512945272 0.0043897160970576355 0.0036845302392267184 0.018286189457277138 0.022107622014339228 -0.028058751718469509 -0.037576085177833153 0.023479543303981755 0.0087027279456592874 0.0099487251438876226 -0.028847503904839276 0.0038764965365365688 0.016909371731874668 -0.012286886740590745 -0.033344707668132155 -0.016779405653345552 0.012615433756701461 -0.0037175717792526956 0.027997768728481143 0.032990952345578181 -0.0056375614679218585 0.0031578321109840134
leaf_weight=3.0359817761927834 134.34001525942585 9.7991670295596105 2.2279763817787162 4.8667966066859654 1.9793483009561885 2.5941724563017488 8.2337495349347574 1.1839977866038696 3.8969631725922227 3.4685168564319602 1.185676466673615 3.9772096425294858 7.2373834531754255 0.868308574426919 2.2875536954961708 5.1970218913629642 8.735532596241681 9.8854601010680252 2.7074485053308308 2.7248296961188307 11.498846042901276 4.5716107562184325 3.6950105326250196 3.977943230420351 3.5493661761283875 10.593624189496039 1.7949672713875773 0.50348019599914551 34.62548939534463 17.755481707630679
leaf_count=84 2364 64 20 39 20 26 40 17 51 22 13 56 28 62 34 31 52 42 17 24 68 34 86 30 14 56 8 1 385 246
internal_value=0.000711214 0.00184335 0.00105693 0.00147825 0.00103109 -0.0126641 0.00142955 0.00314005 -0.00190835 -0.0199185 0.00283378 -0.00415516 0.0127159 -0.00290706 0.00582542 0.00415419 -0.00423895 0.00722616 0.00496825 -0.0124332 0.00792432 0.00149184 -0.0243491 0.00441194 -0.0029188 0.00287929 0.0134212 -0.00565201 -0.00171181 -0.0026562
internal_weight=312.999 178.659 168.86 166.632 161.765 4.57352 157.191 101.775 35.3388 7.36548 27.9733 16.3852 11.5881 4.35075 66.4357 58.2019 15.5947 42.6072 37.4102 5.43228 31.9779 13.3071 4.88069 11.5045 7.52731 20.4791 3.16676 1.37179 55.417 52.381
internal_count=4034 1670 1606 1586 1547 46 1501 786 388 73 315 199 116 88 398 358 120 238 207 41 166 86 99 100 44 98 71 63 715 631
is_linear=0
shrinkage=0.0260289


Tree=287
num_leaves=31
num_cat=0
split_feature=1 0 0 4 0 2 0 0 4 4 4 0 0 3 4 1 1 2 2 2 2 4 2 3 0 0 4 2 2 2
split_gain=4.4288 4.94828 3.53326 3.50554 4.75618 5.5176 4.64104 3.2423 3.11241 4.30197 3.10642 3.62557 5.98752 2.80805 2.50153 5.60782 4.12725 2.80707 2.50015 3.01721 3.42848 2.67877 2.18239 3.6415 2.15332 2.15124 3.19334 2.58322 2.89445 4.7045
threshold=66.964115113200009 90.297243227400017 89.953120586650016 41.942745071500006 86.329079026800017 -0.097294999999999993 75.462331263550013 86.83719761350001 43.272784938550004 42.779078631750004 43.680097826700013 91.937202686950016 90.111739616350022 0.13377000000000003 38.400997490450003 63.705703859100005 62.154463517850012 -0.026144999999999998 -0.16276499999999997 0.04932000000000001 0.096390000000000017 48.86568841230001 -0.013805 0.096665000000000015 97.39208423365001 93.953546284800012 38.244973486750006 0.22598000000000004 0.059320000000000012 -0.0034049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 -6 9 -9 11 12 -2 25 -8 16 17 -16 21 -20 -21 24 -19 -24 -12 -13 -27 28 29 -28
right_child=10 -3 -4 4 7 -7 14 8 -10 -11 18 13 -14 -15 15 -17 -18 22 19 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0034814328465319604 0.0012941482925964032 0.0023694192691920304 -0.0033285382235700247 0.00020579622314605153 0.0018815161104925734 -0.0022920532609212152 0.0017999767149974545 0.00032312638304194871 0.0021990005043668998 -0.0038968970679156829 -0.0033621558504130194 0.0010943914194828618 -0.0049443022931816918 -0.0040535037346828007 0.00014025714814049542 -0.0027138376334176271 0.0024008658741853451 0.0035003936837354134 -0.0038443144475222993 0.0027682227009927858 -0.003734646365899878 0.003107560803021798 -0.00093178497328139402 0.0023995262707996881 0.0015663963300351328 -0.0011228296388106206 0.00029356778403863491 -0.0024400539113698006 0.0017016256022998168 -0.0040882457459070834
leaf_weight=2.7868822999298564 3.0342123368754974 16.49210911989212 2.7966730445623389 23.851758618373424 17.276210583746433 17.53898297669366 29.056361418217421 8.3720134124159831 4.5435788594186297 4.1192481070756903 2.5967113533988622 24.745919634588063 4.1814550366252661 1.803416738519444 55.837582964450121 5.2933174241334191 16.42732235789299 5.1795312538743046 6.8904660493135435 2.115115040680394 1.649020728189498 2.2706506275571883 6.599519830197095 8.6860594153404218 1.6613598640542475 23.222004766459577 65.26587485615164 3.7999151195399454 16.040345133515075 2.9258685838431111
leaf_count=227 28 74 20 247 99 313 153 37 19 29 75 111 56 58 253 44 80 22 459 9 88 18 34 33 38 473 687 75 86 89
internal_value=0.000279699 0.000586835 0.000445743 0.000497091 -8.11335e-05 -0.000852647 0.000834149 0.000849573 -0.000196992 -0.00106851 -0.000146077 1.4967e-05 -0.00232101 0.000137284 0.000928791 0.000670552 0.000863743 0.000532814 -0.00150521 -0.00251464 -8.06028e-05 0.000142139 0.00160388 0.000961239 -0.0014392 0.000192855 -7.67076e-06 0.000286498 0.000409499 0.00010556
internal_weight=387.059 224.857 208.365 205.568 75.7018 41.3907 129.867 34.3111 17.0348 12.4913 162.202 145.019 7.21567 137.803 127.08 98.0233 92.73 76.3027 17.1833 10.6546 3.76414 6.52872 20.4651 15.2856 4.25807 136 111.254 88.032 84.2321 68.1917
internal_count=4034 1684 1610 1590 744 560 846 184 85 66 2350 1663 84 1579 619 466 422 342 687 556 97 131 89 67 113 1521 1410 937 862 776
is_linear=0
shrinkage=0.00338066


Tree=288
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 2 2 2 3 3 3 4 1 0 0 2 4 4 3 3 4 0 1 1 1 0 4 4 3 2
split_gain=2.46392 3.56162 3.10985 2.45614 2.18003 2.02046 4.35257 3.43481 2.44161 2.14718 2.10532 1.9624 2.4492 2.21579 1.89837 2.57241 2.52179 3.43936 2.81585 2.86999 2.20175 2.13149 1.69247 4.13807 2.85248 2.58635 2.54748 1.95297 1.63931 2.60277
threshold=70.171445662850019 94.773526014550015 85.667718326750006 61.87486387225001 107.57327517365 -0.054619999999999995 -0.068964999999999985 0.22598000000000004 0.083495000000000028 0.098075000000000023 0.097015000000000032 39.110279783550006 71.096275259700022 94.203572890950014 96.039789794050009 -0.101395 41.827117825850003 41.147265497500008 0.09914000000000002 0.10828500000000003 39.792680591700012 97.096353839300008 60.613977009100005 58.167480110400007 57.041016153700006 71.332859575200004 39.525197829750006 44.952171034750002 0.076615000000000016 -0.074999999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 22 5 6 8 9 28 -7 -9 -2 13 -13 15 -10 17 18 21 -20 -21 -16 23 24 25 27 -24 -1 -3 -30
right_child=1 4 -4 -5 -6 7 -8 10 14 -11 -12 12 -14 -15 16 -17 -18 -19 19 20 -22 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0039643089336704029 -0.0052094487953857072 -6.4772864798983275e-05 0.00072646893221645894 -0.0019402151551971888 -0.0039106259106353016 0.0015761156094408865 -0.0053284664294249362 -0.0045268971085073856 0.0011756674374411946 -0.00094622766260198706 0.00020089297792947827 0.0034442370491163973 -0.0040534923985545007 -0.0018017781837554284 0.0040448750809557411 -0.004329667064881095 0.0017075346866221742 -0.0041681892229902019 -0.0051535434805245377 -0.0025734910286339036 0.0032219271132340657 0.00045435838441819311 0.0024320098421045091 -0.0039939977796898587 0.0022923908578158288 -0.0035184803729620905 -0.0015347927601721638 0.0010128287150124806 -0.0046042263147232617 0.002875937703110956
leaf_weight=1.365433183964347 2.5732453083619458 3.8487217687070352 202.76472937269136 11.236738940235226 2.0103068700991562 31.777938238577917 2.4707705955952397 2.6607005898840717 2.1958874836564064 5.9210467864759257 2.9234668100252748 2.0033058021217585 3.0572862108238041 2.9354329407215118 2.9828595519065955 2.9299863050691775 16.00884571345523 2.9167108032852402 2.4676679626572868 2.0646031149663036 1.827683196403086 13.563901621149851 8.4784630131907743 4.0802616539876899 6.7324685598723581 3.6855791183188549 3.3363829031586638 7.9796032849699259 4.2500430673826486 0.82079376652836789
leaf_count=136 49 116 1081 334 649 191 55 82 32 58 23 21 190 49 7 61 93 36 36 33 12 123 48 96 46 105 22 48 196 6
internal_value=0.000306023 -0.000161848 0.000520059 -0.000372416 5.50177e-05 0.000133459 -0.000333547 0.000763014 -0.000112684 0.00117995 -0.00205177 -0.00228843 -0.0013484 0.000326169 0.000237667 -0.00197122 0.00050833 -0.000235098 0.000265702 -0.0019091 0.000147837 0.00110162 0.000121635 -0.000468129 0.000259817 -0.000790344 0.00131183 0.000285603 -0.00195715 -0.00339345
internal_weight=363.871 114.211 249.66 46.8949 103.642 101.632 58.3485 43.2832 55.8777 37.699 5.58417 10.5693 7.99602 4.93874 46.9581 5.12587 41.8323 25.8234 22.9067 6.35995 3.89229 16.5468 35.6582 23.8433 19.7631 13.0306 11.8148 9.34504 8.91956 5.07084
internal_count=4034 2118 1916 835 1809 1160 806 354 751 249 105 309 260 70 433 93 340 247 211 81 45 130 501 431 335 289 70 184 318 202
is_linear=0
shrinkage=0.00384563


Tree=289
num_leaves=31
num_cat=0
split_feature=1 0 3 3 0 0 1 1 2 0 3 2 2 0 1 4 1 1 3 3 1 0 0 3 1 1 2 2 4 4
split_gain=0.867389 0.826526 1.61459 1.83942 0.881779 0.836064 1.48521 3.02326 1.51913 3.02688 1.63946 2.17538 1.62787 1.5835 1.31321 1.04168 0.872236 2.3577 2.77894 2.85746 1.39072 4.00541 2.82059 2.4145 1.95743 2.991 1.7067 1.04838 2.22698 2.38513
threshold=54.879495816850003 102.89804648475001 0.090735000000000024 0.089835000000000012 102.31465107045001 98.142164052000012 75.806453904250006 72.752365468100024 -0.083424999999999985 101.10215645365001 0.087475000000000011 -0.094519999999999993 -0.59502499999999992 101.55650587770002 71.104340634100012 38.969453495950006 75.408562100950022 75.634392583900009 0.082535000000000011 0.08895500000000002 71.096275259700022 96.039789794050009 96.959242474650011 0.076615000000000016 70.776348742200014 70.389210771400016 -0.10423499999999999 0.20949500000000004 39.749124837650008 40.137820134150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 16 7 14 10 -10 13 12 -12 -8 -7 -11 20 -18 -19 -20 24 23 -23 -22 25 27 -24 -2 -29 -30
right_child=1 2 -4 -5 -6 6 8 -9 9 15 11 -13 -14 -15 -16 -17 17 18 19 -21 21 22 26 -25 -26 -27 -28 28 29 -31
leaf_value=-0.023389892914383512 0.0011236665690291384 -0.008176541841194148 -0.025106024307156971 0.023695515167819252 0.010452137476989705 -0.010363776365446111 -0.021706291275591982 -0.027367386040668192 -0.021485427002298649 0.014441365021381863 0.013500035794428392 0.024690409429011483 -0.0095494272071246222 0.009697424499806432 0.020904323905561 -0.0030582838255029787 0.018729934185734758 -0.028086876410885538 0.020557451640772832 -0.0080873366089040822 0.0025407445852416483 0.0072376546795874016 0.0018595567169449416 -0.025145599153539814 0.015820879238528634 -0.020026611995193799 -0.021322219859279033 0.015133462178004396 0.013973505463798889 -0.027584911380702761
leaf_weight=0.77827642275951703 206.88741627556738 3.8495215005241326 1.8806205544969996 1.2479269863106308 4.949641208164393 1.4489992042072111 1.9809832689352362 3.3645058618858457 4.3204636202426618 2.4577732533216459 3.2093040458858013 3.3771364204585534 3.1697707828134298 1.4454388488084076 1.3506933432072399 6.3295475705526769 5.2876491174101821 1.566808384610338 3.4271151348948479 3.8470227681100368 2.2746002741623688 14.113473108038308 3.0340051054954529 5.8702513626776636 4.833789372816681 3.4190043476410201 3.6310895495116702 7.4766197381541115 1.3327202498912813 1.5601526917889712
leaf_count=125 1744 723 217 20 47 26 34 66 73 21 19 10 37 61 17 61 20 80 34 28 49 64 19 212 25 85 31 43 16 27
internal_value=0.000664384 0.000724206 -0.00703925 -0.000373815 0.000901265 0.000744219 -0.00271438 -0.0127931 -0.000351254 -0.00585079 0.00511706 0.00988489 0.00204673 -0.00845861 0.00472131 0.00183629 0.00116218 0.00667944 -0.000527791 0.00540828 0.000855805 -0.00385377 0.00146148 -0.0174137 0.00145985 0.00114528 -0.0107697 0.00147846 0.00855714 -0.00843933
internal_weight=313.722 312.944 6.97807 5.09745 305.966 301.016 32.4546 6.1642 26.2904 13.1078 13.1826 9.75621 6.37907 3.42642 2.79969 8.78732 268.562 14.1286 8.84095 7.27414 254.433 28.9234 20.7786 8.14485 225.51 220.676 6.66509 217.257 10.3695 2.89287
internal_count=4034 3909 960 743 2949 2902 425 109 316 155 161 66 56 95 43 82 2477 162 142 62 2315 375 114 261 1940 1915 50 1830 86 43
is_linear=0
shrinkage=0.0228135


Tree=290
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 1 1 0 0 2 4 3 2 1 1 2 2 2 0 0 2 3 0 4 1 0 0 4 2 3
split_gain=0.784669 0.965047 0.710235 1.72081 2.05975 1.05744 1.91272 1.04798 2.27722 1.67331 1.52061 1.37637 1.3511 0.957259 0.936474 1.25781 0.892245 1.19875 0.81797 1.14773 2.09415 1.7916 1.2598 5.29761 1.46714 1.96422 1.90511 1.63217 1.57746 1.23623
threshold=83.740093847200015 0.20949500000000004 83.116371560950014 81.479100559500012 104.91170162450001 80.468240302450013 78.962703749400006 102.03236296680001 98.142164052000012 -0.084275000000000003 41.092444989200011 0.09914000000000002 -0.122095 77.946466576100008 74.058956119450016 0.20167500000000002 -0.076484999999999984 -0.094519999999999993 85.705356740550016 85.812895065800021 -0.091919999999999988 0.089920000000000014 85.995710218650018 40.636252116050009 64.665483411650015 89.415428960600011 89.493394246350007 35.419594101850009 -0.095204999999999998 0.21629500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 10 12 -12 -10 18 -11 -16 17 -9 -1 20 -20 -22 23 -21 26 28 -24 -27 -26 -29
right_child=1 -3 -4 4 -6 -7 -8 16 9 14 11 -13 -14 -15 15 -17 -18 -19 19 22 21 -23 24 -25 25 27 -28 29 -30 -31
leaf_value=-0.0020528835959100233 -0.025707147568028166 0.0087111270194730889 0.011952637734676981 -0.0285047723325767 0.013565614897822362 0.0083431333867012777 -0.020656670339789584 -0.027867480252896416 -0.029098515292187814 0.0025955359962240654 -0.0030713741353515633 0.021301151461140568 -0.001576647493190068 0.017559561130420249 -0.029073947360660532 0.0009317472086356473 0.019073449417460881 0.020531345081595643 0.019918650047836998 0.0083541521802830716 0.012186881890476136 -0.011699924604580216 0.0030537457347203684 -0.022723254104914745 -0.038502959507986032 0.0091857634912105059 0.018241530486446458 -0.0012956568846854877 -0.0011988137020391288 0.016793328270963751
leaf_weight=44.914164814632386 1.4370125620916945 0.74037266615778197 3.3574147053295738 2.4662349383579563 0.97356732224579889 10.813298080116509 2.5304003576748064 0.65960679401177891 1.8643162474036215 1.0513653117232014 3.8837236203253269 2.1641928255558014 2.5107244034297782 2.0999536635354152 4.0092706973664463 1.059345345944166 3.2937261685729018 0.57410958036780357 5.6107775904238224 7.0307567194104177 3.7390699684619886 3.7947191409766674 82.669457212090492 6.1835505738854408 1.435444104485214 10.899024831131099 5.2695478349924079 89.567016887129284 1.2917626376729447 2.3249065289273849
leaf_count=882 693 64 27 123 53 88 82 36 38 19 52 12 21 45 89 13 31 7 21 27 18 24 490 58 23 55 44 858 22 19
internal_value=0.000646415 -0.014004 0.000749971 0.000626525 -0.0165976 0.000823201 0.00054322 0.000729549 0.00054278 -0.00827455 -0.00230606 0.00565012 -0.0133044 0.00108944 -0.0184395 -0.0228027 0.0124195 -0.0053451 0.000958788 0.00157415 0.00859129 0.000155257 0.00112785 -0.00618832 0.00162759 -0.00031944 0.00396384 0.000224832 -0.0208336 -0.000837998
internal_weight=310.219 2.17739 308.041 304.684 3.4398 301.244 290.431 287.901 283.373 16.5429 10.423 6.04792 4.37504 266.83 6.11998 5.06862 4.52744 1.23372 264.73 219.816 13.1446 7.53379 206.671 13.2143 193.457 105.518 87.939 102.791 2.72721 91.8919
internal_count=4034 757 3277 3250 176 3074 2986 2904 2830 244 123 64 59 2586 121 102 74 43 2541 1659 63 42 1596 85 1511 977 534 932 45 877
is_linear=0
shrinkage=0.0244908


Tree=291
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 4 4 0 1 3 0 4 2 3 4 4 4 2 2 3 3 3 4 4 2 1 1 0 4
split_gain=4.11695 4.58922 3.85658 3.74542 4.89536 3.68425 3.20188 3.85124 3.78856 3.09563 2.93051 3.46776 2.84759 2.8346 2.3668 2.24084 3.57783 2.22788 3.22427 6.10916 3.98165 3.06018 6.75657 2.13772 2.00531 2.45828 2.93819 3.47264 3.93179 2.76243
threshold=70.206395618550019 96.039789794050009 85.667718326750006 71.096275259700022 70.776348742200014 95.262825394300009 43.89540535710001 40.750688432250008 103.33357670195001 61.87486387225001 0.098545000000000021 98.674478761850011 37.828051409500013 -0.51146999999999998 0.076615000000000016 44.421469061800003 47.927946529500012 40.94178426300001 0.059320000000000012 -0.074349999999999986 0.082535000000000011 0.08883000000000002 0.09914000000000002 40.206947806850003 35.171584490050009 0.18145000000000003 58.167480110400007 57.041016153700006 71.332859575200004 42.488347682450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 4 5 -2 7 8 10 24 -3 -12 -13 -8 -5 -4 -17 -9 19 20 -19 -22 -23 -14 -1 26 27 28 -26 -28
right_child=1 6 15 14 -6 -7 13 17 -10 -11 11 12 23 -15 -16 16 -18 18 -20 -21 21 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.0022344185060016492 -0.0036319895894282128 0.00036683229665657283 0.00076866309945481672 -0.00034547677368603787 0.0024256556471568794 0.0024136640994575301 0.0018115880049288985 0.0025319975037839519 -0.0034083199449707019 -0.0017068144218020762 -0.0045775372696332866 0.0013701148823767884 -0.0043492423656568517 -0.0037167490879724463 -0.0036447027203950193 -0.0034395909303179648 0.001265730833703542 -0.0040718239564382112 0.00198611343855549 -0.0044444536418360133 0.0020663424798305209 -0.003832944228371383 0.0017772570160746817 0.00028843886564437136 0.00034555523793723865 0.0021765175350257722 -0.0030695329694663035 0.0021173800726226677 -0.0038217863848945418 0.0012086954342064669
leaf_weight=4.399366501485928 4.250386137049647 32.932762688025832 206.50825334340334 3.1194422636181107 4.5318936631083488 1.4274385124444959 1.3016898664645848 7.5393588489387175 4.0760367172770193 12.466252645011989 2.9601397551596156 4.3309210631996375 2.4674290437251329 4.0184976891614488 8.8290647342801076 3.4805082664825013 3.3735446967184544 1.8418105319142366 12.00104067311622 2.9760452605551135 11.323840675409885 3.7604266316629928 5.7636038134805858 1.838854558765888 8.7892094710841864 4.3094125576317301 6.5975429089739901 6.7894917931407681 3.3015396939590564 2.1121507044881582
leaf_count=82 98 226 1025 77 19 5 18 45 430 334 29 27 41 403 266 54 17 91 58 77 77 63 40 13 170 21 69 33 101 25
internal_value=0.000289572 -0.000206408 0.000519071 -0.00154598 -9.78663e-05 -0.00211208 9.30157e-05 0.000232363 -0.000403837 -0.000307006 -0.000128824 -0.00153633 -0.000494048 -0.00236413 -0.00278336 0.000707875 -0.00112365 0.000916413 0.000593038 -5.83498e-05 0.000516944 0.00092234 -0.00043785 -0.00236888 0.000173737 -0.00011046 -0.000467675 0.000253986 -0.000792393 -0.00203204
internal_weight=383.418 121.291 262.127 22.1582 10.2097 5.67782 99.1325 93.8123 48.6061 48.765 44.5301 11.5973 8.6372 5.32019 11.9485 213.362 6.85405 45.2061 37.6668 25.6657 22.6897 20.8479 9.52403 4.30628 36.2987 31.8993 27.5899 18.8802 12.0907 8.70969
internal_count=4034 2103 1931 465 122 103 1638 1217 766 835 336 110 81 421 343 1096 71 451 406 348 271 180 103 54 501 419 398 304 271 94
is_linear=0
shrinkage=0.0032559


Tree=292
num_leaves=31
num_cat=0
split_feature=2 2 2 2 4 4 4 2 2 0 1 1 4 1 0 1 2 3 0 0 0 3 1 1 3 0 3 0 2 1
split_gain=0.807699 0.815571 2.37623 1.95615 2.59097 2.67014 1.80589 2.19445 4.03706 2.39528 2.04944 1.48903 2.02962 1.57175 4.2115 3.25655 2.98013 2.43716 1.75822 1.53151 3.11849 1.56799 1.51593 1.44189 1.58732 1.43396 1.42874 2.06852 2.39467 2.26272
threshold=0.36215000000000008 -0.079634999999999997 -0.077085000000000001 -0.085584999999999994 41.806790701050012 36.957836847500012 41.605323437500005 0.04932000000000001 -0.010319999999999999 88.17067284620002 55.954879069000008 60.613977009100005 40.523311941050004 62.052302108850007 87.350693116400024 64.665483411650015 0.066710000000000019 0.10065000000000003 85.963448721100022 92.313586825200005 89.953120586650016 0.08674500000000003 61.987779113750001 81.320481529800006 0.10220000000000003 94.75470680765001 -0.23921499999999998 86.89903215050002 -0.23349 57.041016153700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 25 26 5 -5 11 8 -8 10 -9 12 -4 16 17 -16 18 -15 22 20 -17 -22 -13 -21 -25 -3 27 28 29 -1
right_child=-2 2 6 4 -6 -7 7 9 -10 -11 -12 13 -14 14 15 19 -18 -19 -20 23 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.036041482149239676 -0.015897976297927999 0.021679741227120332 -0.040057664719605895 0.01057979998070672 -0.0013280942738614749 -0.029548990329184451 -0.0037836539496130146 0.020291355643323735 -0.033751884246930777 0.0088858177485766649 -0.034067620845580834 -0.012544309132740067 0.0096493039277374786 -0.033650686269393021 0.027092254907874799 0.0077265090622854818 0.025344029801798385 -0.0013408091669151962 0.010778617169076037 0.0048405919495967406 -0.0091619987410844154 -0.041414204427840696 0.0063480251436502594 -0.024813508108743706 0.01357598755134232 -0.0034653918398074319 0.0012758963039718259 -0.031759356477602661 0.010053149486953532 0.0037303182498587264
leaf_weight=2.0677231920417394 1.9351728663314123 6.2474587094038707 1.2149449661374085 1.3885907321819129 12.696693101839626 5.2569383938680403 17.20388703153003 0.62656093807890956 3.6011483035981682 11.810657489288131 1.7227960918098686 5.5214543920010382 0.98564115469343949 3.3555313255637875 3.634788140654563 3.9442476704716674 5.6379472017288199 2.8688126029446721 13.846019744873045 45.969284637831151 2.0971306660212576 1.9062643833458421 5.7371204067021608 2.2699335294892076 1.0405943832593036 1.9780940685886887 134.75186787213897 2.0577236646204247 4.3943841449217862 1.7493363716639576
leaf_count=43 109 78 23 16 147 79 238 29 149 166 44 32 24 46 35 29 28 16 70 329 28 19 21 145 14 23 1845 122 49 38
internal_value=0.000678078 0.000782367 0.00220217 -0.000454798 -0.00814325 -0.021164 0.00138381 -0.00365135 -0.00897086 0.00416451 -0.0195704 0.00314383 -0.0177939 0.00361481 0.00140636 0.00346866 0.0084341 -0.018759 0.0046365 0.00196821 -0.00851637 -0.0245193 -0.00291719 0.00365912 -0.0127466 0.0156328 0.000570652 -0.00868355 -0.00290093 -0.0178143
internal_weight=309.519 307.584 143.22 164.363 19.3422 6.64553 134.995 34.965 20.805 14.16 2.34936 100.03 2.20059 97.8291 67.0866 60.8622 30.7425 6.22434 25.1046 57.2275 7.94764 4.0034 11.2586 49.2798 3.31053 8.22555 145.021 10.2692 8.21144 3.81706
internal_count=4034 3925 1586 2339 242 95 1485 626 387 239 73 859 47 812 661 599 151 62 123 564 76 47 53 488 159 101 2097 252 130 81
is_linear=0
shrinkage=0.0257382


Tree=293
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 1 1 0 0 4 3 3 4 4 3 0 0 3 0 3 4 4 1 0 0 3 4 1 3 3
split_gain=2.43066 3.74827 3.5009 2.06748 1.8747 2.51084 2.88921 4.16299 2.55945 3.60019 2.89367 3.3003 4.14637 1.85233 2.45609 2.0028 2.20064 1.78203 3.86975 1.60905 3.875 3.76291 3.01499 2.94394 3.27352 4.13945 5.77815 2.69459 2.65176 3.29121
threshold=70.171445662850019 85.705356740550016 94.773526014550015 107.57327517365 0.10184000000000003 58.167480110400007 57.041016153700006 71.332859575200004 81.446839061900008 38.064633603500006 -0.16320999999999999 0.087555000000000022 42.488347682450005 39.110279783550006 0.087555000000000022 94.203572890950014 94.625660817400004 0.049900000000000007 71.131225215400022 0.087555000000000022 43.572676689450006 41.50623664750001 62.272755675600003 85.812895065800021 86.692020874450009 0.10157500000000001 43.182896969600009 66.590419433100024 0.092075000000000032 0.10220000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 -4 5 6 7 17 -7 -10 -11 -12 -13 -2 -15 -16 -17 18 -1 20 -3 28 -22 -23 -25 26 -26 -24 -21 -30
right_child=2 19 3 -5 -6 8 -8 -9 9 10 11 12 -14 14 15 16 -18 -19 -20 21 22 23 27 24 25 -27 -28 -29 29 -31
leaf_value=-0.004747788263931331 -0.00554014095841602 0.0014975182094155556 8.788737855214843e-05 -0.0041556789464925106 0.00095332459338745546 -0.0047036059119927986 0.0026658147901486087 -0.0047403611099362105 0.002386681060919351 0.001677500392027363 -0.005318331123592571 -0.0032103388225277188 0.0029465819118682087 -0.004369434509850229 0.0036652523938359612 -0.004476071713205864 0.0031987434720616428 0.0039590310885088825 0.001695066367720956 -0.00043697335872794698 -0.0045390659783805893 0.0022383043772222348 0.0028579218561551475 -0.0024521714544414493 -0.0031373844799334858 0.0024989535634143676 0.002618550316426627 -0.0032584453848773206 0.0024746220679862426 0.00049727284582908927
leaf_weight=2.3016880059149134 2.5537239997647685 74.285139124840498 96.578457403695211 1.9686359135666851 12.525603290647267 4.0122640610206899 5.8755620233714572 3.3377114706672719 3.9612009506672647 2.9997990280389848 5.2413656571879939 5.5230721905827505 2.754905260168016 3.0468904466833919 1.8566205287352202 1.823054248467088 0.95759914070367802 2.062136709690094 4.904977560043335 16.554118867963552 3.2422346621751768 5.5466718003153792 3.1569591425359249 14.743482206016777 9.1527443304657954 7.5426361933350554 4.3112389110028735 1.9630374959670005 26.714208621531725 30.064624480903149
leaf_count=151 49 406 1160 649 81 194 42 103 30 20 137 63 22 187 16 51 6 13 19 96 23 24 18 96 56 27 19 38 108 130
internal_value=0.000278437 0.000498931 -0.000233913 3.11535e-06 -0.000442195 -0.00084894 0.000291721 -0.000814782 -0.00170968 -0.00112315 -0.00196478 -0.00277297 -0.00116132 -0.00251548 -0.00151028 0.000368315 -0.00183303 0.000598826 -0.000362673 0.0007637 0.00119971 0.000449342 -0.00144589 -0.000540386 -0.000971503 6.77032e-05 -0.0012943 0.00051287 0.0010067 0.00142761
internal_weight=361.562 252.777 108.785 98.5471 55.5003 42.9747 18.4821 12.6065 24.4926 20.4803 16.5191 13.5193 8.27798 10.2379 7.68416 4.63727 2.78065 9.2688 7.20667 197.277 82.6474 114.63 8.36223 41.2968 35.7501 21.0066 13.464 5.12 73.333 56.7788
internal_count=4034 1916 2118 1809 875 794 328 286 466 272 242 222 85 309 260 73 57 183 170 1041 485 556 79 222 198 102 75 56 334 238
is_linear=0
shrinkage=0.00409931


Tree=294
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 2 2 2 3 3 0 4 4 2 4 4 0 4 3 0 1 0 3 4 4 4 4 0 4 4
split_gain=3.55532 3.87051 3.10406 3.85991 2.55146 2.42994 3.80469 3.23602 2.53437 2.52146 2.5876 2.98779 3.34705 2.44569 2.21327 4.29797 3.84778 3.14616 2.8733 3.39612 2.59879 4.55158 3.94301 3.04044 2.5226 2.64016 5.22611 2.3481 2.2978 2.91866
threshold=94.047642319350018 85.995710218650018 94.773526014550015 -0.14910499999999999 107.57327517365 -0.054619999999999995 -0.068964999999999985 0.22598000000000004 0.097015000000000032 0.083495000000000028 96.039789794050009 41.827117825850003 41.147265497500008 -0.077729999999999994 41.872294782850005 47.927946529500012 75.462331263550013 48.96897326980001 0.087555000000000022 85.812895065800021 58.167480110400007 85.121961326250016 0.093325000000000033 37.999598532650005 42.434124620650003 42.719328117250008 43.572676689450006 67.04476885710001 39.110279783550006 40.280372415600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -2 5 6 9 -7 -9 -4 -11 12 13 -12 16 18 -1 -17 27 24 -18 22 -22 -24 -20 -26 -27 -16 -23 -30
right_child=2 -3 4 -5 -6 7 -8 8 -10 10 11 -13 -14 -15 15 17 20 -19 19 -21 21 28 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.0034017303635939505 0.0014323886489661032 0.00077132609925187031 -0.001727519409579709 -0.0029439433864827738 -0.0033509926379244404 0.00099953954378270032 -0.0044470705912025392 -0.0038942561230354495 0.00030315522099422535 -0.0019875704397638314 -0.00029236398408339438 0.0014444750059024892 -0.0035634858548106276 0.0029773330051351909 0.0029469831978167498 0.0025038428474182754 0.0026248981177393882 -0.00092986932467881004 -0.0024300437232321372 -0.0041733644014032723 -0.0040999298035919217 0.0027795734465078949 0.0018096145799719665 -0.0024564521070514246 0.0029895545483673586 -0.0039837322943192723 0.0025047134981126501 -0.0032395366740261278 -0.0016383145967906092 0.0010922053741462677
leaf_weight=2.8058346130419514 2.9554476281628004 172.22337968600914 9.993884622352196 8.6494602942839247 2.4728465415537348 38.169325044145808 2.4121027095243326 2.8080054125748566 3.5726291732862592 5.7801193683408192 20.968813110142946 17.126752139534801 3.0828919238410881 2.8388588381931248 0.721051430329683 6.4708897173404676 5.9611195698380461 5.3097059950232506 3.1447904706001273 2.3697527591139069 4.0712911775335652 6.0324718952178982 4.1856007948517799 3.239005726762116 4.0960636474192125 2.5438393168151379 2.9075762685388327 9.5759230004623515 5.4358748495578793 20.098220393061638
leaf_count=223 56 943 324 177 649 250 55 84 25 95 199 96 36 15 13 20 21 34 39 31 79 22 23 28 20 49 16 313 28 71
internal_value=0.000265143 0.000482069 -0.00020377 -0.00182941 -3.10508e-05 4.58527e-05 -0.000376262 0.000635236 -0.00154405 -0.000212037 9.21058e-05 0.000365198 -0.0003222 9.75191e-05 -7.78666e-05 -0.000693858 0.000363537 0.000956213 -0.0014604 -0.000540282 0.00057904 0.000295832 -0.00148524 -5.14692e-05 0.000138045 0.000983933 -0.000523044 -0.00280632 0.000944462 0.000510913
internal_weight=382.024 261.192 120.831 11.6049 109.226 106.753 62.2034 44.55 6.38063 59.7913 49.7974 44.0173 26.8906 23.8077 88.969 37.1396 51.8294 11.7806 25.359 15.062 49.0236 43.0625 11.4959 7.42461 12.6923 9.54748 5.45142 10.297 31.5666 25.5341
internal_count=4034 1973 2061 233 1828 1179 820 359 109 765 441 346 250 214 1030 535 495 54 481 155 272 251 130 51 124 85 65 326 121 99
is_linear=0
shrinkage=0.00330603


Tree=295
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 2 2 3 0 4 3 4 4 3 4 0 1 3 3 3 0 3 4 0 0 4 3 0 4
split_gain=5.73558 6.50428 5.09704 3.92087 3.35928 2.65955 4.24445 3.73838 3.20103 2.8507 3.24986 3.96958 2.49709 4.555 2.24223 2.30892 2.22187 2.17638 2.10958 1.95681 4.21768 2.83961 2.75092 3.15698 2.08524 3.15948 1.93658 2.06125 2.80473 1.93648
threshold=70.171445662850019 85.667718326750006 94.773526014550015 61.87486387225001 83.740093847200015 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 96.039789794050009 41.827117825850003 0.09450500000000002 44.421469061800003 47.927946529500012 0.10608500000000003 38.064633603500006 85.121961326250016 71.104340634100012 0.097015000000000032 -1.0000000180025095e-35 -0.11012 71.131225215400022 0.078905000000000017 35.171584490050009 71.332859575200004 76.451683855550016 42.198888176300009 0.08376500000000002 97.225399829550014 39.110279783550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 29 16 5 6 7 8 -4 17 11 -11 -3 -14 26 -16 19 -10 -7 20 21 -1 -21 -24 -23 -26 -8 -28 -29 -2
right_child=2 12 4 -5 -6 18 14 -9 9 10 -12 -13 13 -15 15 -17 -18 -19 -20 22 -22 24 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.0030158161593927023 -0.0035533941233926078 0.00074581292158987624 -0.0014002680963824828 -0.0015559007179131443 -0.0020665836010725761 -0.0031273194289995893 0.0014315698778152211 -0.0034331008059520708 0.00029613077221368473 0.00070492526615017874 0.001271580244178159 -0.0012663349197563614 -0.0027447630950525911 0.001269312144490375 0.0013361465220679365 -0.0023205066792028562 0.0018079630725106584 -0.0029082578244204091 -6.7318827657311659e-05 0.0025624434487706766 -0.0031690589561428964 0.0018995157850650397 0.0022039847041005101 -0.00061217205859638124 -0.0031913014093129296 0.00085779037219811021 0.0011581692259607303 0.00088171401276070603 -0.0033758974508186425 -0.0011677971361809718
leaf_weight=1.8381737396120978 2.955422941595315 208.43692091293633 10.601638145744792 13.108170771040021 5.0714794493978834 2.9959158487617961 26.491234177723527 2.3589727990329328 2.4970318265259257 15.724317080341281 17.348613836802542 12.275343628600238 3.8719443725422016 3.7605334296822548 1.980573484674095 2.8309048004448414 4.4684793502092353 3.3483278276398778 3.0869108214974403 3.3284408226609292 3.8823804538696995 4.1701318211853486 3.388643495738509 12.960647312924264 1.961846610996872 3.8574995584785938 5.1239161603152734 2.0375111736357212 2.1416038479655981 10.294771237298844
leaf_count=138 49 1011 272 334 757 77 120 53 25 97 82 121 54 16 10 34 18 68 22 12 91 19 27 122 53 21 31 12 28 260
internal_value=0.000276366 0.000492392 -0.000173589 -0.000323437 8.84297e-07 9.54788e-05 0.000192441 -0.000223557 -0.000101036 0.00016802 0.000388106 -0.000159296 0.000692373 -0.000767022 0.00084969 -0.0008153 8.1904e-05 -0.0015394 -0.00157443 -0.000136049 -0.000819717 -4.85541e-05 0.000409768 -2.848e-05 0.000497455 -0.000507259 0.0010735 5.38566e-05 -0.00130012 -0.0016999
internal_weight=398.198 269.034 129.164 52.9644 115.914 110.843 104.76 64.1542 61.7953 51.1936 45.3483 27.9997 216.069 7.63248 40.6057 4.81148 39.8562 5.84536 6.08283 35.3878 15.71 11.8277 19.6777 16.3493 9.98948 5.81935 35.7943 9.30303 4.17912 13.2502
internal_count=4034 1916 2118 835 1809 1052 953 718 665 393 300 218 1081 70 235 44 501 93 99 483 322 231 161 149 93 74 191 71 40 309
is_linear=0
shrinkage=0.00259775


Tree=296
num_leaves=31
num_cat=0
split_feature=1 2 4 0 1 1 2 4 1 0 1 2 3 3 3 2 1 0 4 2 0 0 3 2 4 4 3 1 0 3
split_gain=0.786413 0.925088 0.752182 1.76524 1.52924 3.68852 1.6053 1.87804 2.01202 2.42732 2.50537 2.76119 2.46117 2.97631 3.18627 1.74172 1.62476 3.5492 6.4486 2.27287 2.53874 2.13307 3.26237 2.06587 2.02441 1.92726 1.51267 1.44827 2.80224 3.52812
threshold=83.740093847200015 0.20949500000000004 42.141702038450013 75.994645973400011 58.167480110400007 60.613977009100005 -0.06483499999999999 39.952536079750011 61.45546440395001 85.812895065800021 69.238550691600025 -0.122095 0.09914000000000002 0.090735000000000024 -0.094699999999999993 -0.090495000000000006 63.705703859100005 93.399723909900004 40.098777110850008 0.010890000000000002 94.047642319350018 86.329079026800017 0.10433500000000002 0.24901000000000004 39.256147742250008 41.965809985500009 0.088350000000000026 62.154463517850012 86.256490657300006 0.088555000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 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 -11 13 14 -12 -15 21 18 23 20 -19 22 24 -18 -8 -21 -13 28 -9 -30
right_child=1 -3 -4 4 5 6 16 27 9 10 12 26 -14 15 -16 -17 17 19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.026904205640578899 -0.031716917391748069 0.0099373121708350512 -0.0012521185305089239 0.01957965667123698 -0.032883974654042608 0.02539533774878756 0.027957948632185124 0.0062135816977564482 -0.029277628317684927 -0.012059925455551058 0.01876078769172089 -0.0019050506722470555 -0.031098725011314794 0.01156969899484247 -0.032293674374955644 -0.016911027452706468 -0.011722202446874542 0.031673587517550221 -0.052374499739579881 -0.002922688765396155 0.0070954364944606201 0.01855848578028519 -0.021050903780037052 0.016858570095969857 0.0035834020993607599 0.027951197818997863 0.018073654108340699 0.0074329353710081841 -0.00035058470914134241 -0.033311718957612639
leaf_weight=1.9233107423642639 1.415720192017033 0.74941468192264427 92.626072267070413 4.5902457907795897 2.7663568882271639 1.98871924355626 4.1759759057313266 18.041959628462795 3.7091867248527697 7.1756521966308382 1.4236391365993748 5.4788895696401587 4.4767952668480566 7.7519777384586632 5.3286220110021612 2.6474090553820115 5.8521274644881469 5.3612759858369854 2.8304388169199219 20.891334092244509 13.816704946104435 16.11166949942708 3.920629270374774 3.8558561857789755 12.522908534854649 2.0396893210709086 9.5615152567625028 36.069702483713627 8.246231406927107 4.6776191964745513
leaf_count=240 693 64 1378 22 48 18 23 77 46 43 28 28 96 56 118 23 44 23 47 223 94 102 23 34 60 13 42 253 43 32
internal_value=0.00090811 -0.0172992 0.00103533 0.00201066 0.00226895 0.00189186 0.00235447 -3.72818e-06 -0.00447966 -0.00572905 -0.00373687 0.00341357 -0.0110816 -0.00585685 -0.0215294 0.00431926 0.00536299 0.00204879 -0.0121099 0.00626468 0.0139664 0.0102938 0.00383586 -0.000370376 0.00967887 -0.00017649 0.0107959 0.0033042 -0.00150506 -0.0122804
internal_weight=312.028 2.16513 309.863 217.236 215.313 210.723 207.957 116.578 49.5424 47.5537 43.8445 22.2161 21.6284 17.1516 6.75226 10.3994 91.3786 54.6474 12.5384 42.109 19.178 36.7312 20.6195 9.70798 16.6989 22.931 15.0404 67.0355 30.9658 12.9239
internal_count=4034 757 3277 1899 1659 1637 1589 903 498 480 434 113 321 225 146 79 686 478 125 353 117 208 106 78 83 236 70 405 152 75
is_linear=0
shrinkage=0.0303162


Tree=297
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 2 2 1 4 4 2 2 2 3 3 3 4 1 0 0 3 2 1 4 0 2 1 2 2
split_gain=3.37467 5.58155 3.83746 2.90153 2.65689 3.09408 2.6744 3.16398 2.35685 2.18339 2.03083 2.02735 3.51922 3.58818 3.10793 2.24884 2.05654 1.96509 2.70551 2.29627 1.84654 1.84033 1.728 1.70634 3.68549 3.10559 2.7417 5.40084 2.66837 5.30115
threshold=70.171445662850019 85.705356740550016 94.773526014550015 107.57327517365 0.10184000000000003 48.226196960950006 -0.14138499999999998 -0.13509999999999997 62.052302108850007 48.96897326980001 41.898943182100005 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.098075000000000023 0.097015000000000032 39.110279783550006 71.096275259700022 94.203572890950014 67.840552463750015 0.084360000000000018 -0.59502499999999992 75.408562100950022 41.827117825850003 99.994511703900017 -0.10423499999999999 83.116371560950014 -0.099639999999999992 -0.076484999999999984
decision_type=2 2 2 2 2 2 2 2 2 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 17 11 5 6 22 -8 10 -7 -9 12 13 14 -4 -14 -13 -2 19 -19 -12 -16 -1 28 26 -26 27 -25 -23 -30
right_child=2 -3 3 -5 -6 9 7 8 -10 -11 20 16 15 -15 21 -17 -18 18 -20 -21 -22 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0020947060447805139 -0.0044264806957678626 0.00076355081396889434 -0.0018190608411700032 -0.003346518120726498 0.00090737703082708894 0.0021864128887508147 0.003410613196198042 0.0001857358062346497 -0.0037264558303726054 -0.00077537848496237003 0.0024753166800659857 -0.0038863110499510818 0.0013480925775065026 -0.0042689957616968361 0.0032325250061993804 -0.0008659173777521218 0.00010390680537362495 0.0029343852940189453 -0.0034562845372158191 -0.0015569834126995729 -0.0026654558988025946 0.00046270991073799549 -0.0030983084694976549 -0.0036808039173178409 0.0033988513771770531 -0.00028410728086409844 0.00094097941288010325 0.0017172458424450695 -0.0035179941022253289 0.0026147172446600443
leaf_weight=0.7492891326546659 2.7151386411860576 202.26348614739254 9.583999508758998 2.683603962766937 13.170928880572317 5.6055980622768384 1.8919942155480338 12.643513457849638 3.0001732055097809 5.1660552769899368 0.86172844935208459 2.6824089586734763 32.184961444465443 2.3281206628307762 2.1071978025138369 5.8571853251196435 2.9072308540344238 2.1092359106987697 3.4569592322222888 2.948046650737524 6.0769911343231797 9.9409935642033833 9.0712481429800338 5.36058247648179 7.0291712284088117 3.8153347475454211 8.895920761860916 3.195360790938139 6.3814347484149039 1.9994658753275851
leaf_count=3 49 1041 318 649 81 19 6 105 79 34 19 82 191 55 10 58 23 21 190 49 163 78 366 85 19 43 61 38 90 9
internal_value=0.00029644 0.000505412 -0.000164182 2.77138e-05 -0.000391126 -0.000770619 -0.00125324 -0.000671873 -0.00101391 0.000765946 -0.000598325 0.000114557 0.000223626 -0.00026797 -0.000108221 0.00100721 -0.00181096 -0.00199187 -0.00121549 0.000316227 -0.00202702 0.00022829 -0.00270209 9.24954e-05 0.000598451 0.00210311 -0.000336535 -0.00166481 -0.000688903 -0.00205489
internal_weight=378.683 260.501 118.182 106.953 58.2375 45.0666 34.2949 24.4744 22.5824 10.7717 19.5822 104.269 98.6797 60.6376 58.3095 38.0421 5.58964 11.2294 8.51424 5.05728 6.93872 48.7255 9.82054 46.6183 28.2964 10.8445 17.4519 8.55594 18.3219 8.3809
internal_count=4034 1916 2118 1809 875 794 741 372 366 53 287 1160 1055 806 751 249 105 309 260 70 182 433 369 423 246 62 184 123 177 99
is_linear=0
shrinkage=0.00328654


Tree=298
num_leaves=31
num_cat=0
split_feature=1 1 4 2 0 0 0 0 1 3 0 1 1 1 0 0 4 4 3 4 0 4 4 3 2 3 4 1 1 4
split_gain=0.776911 2.80465 1.2123 1.933 1.31909 2.08352 1.49619 1.29395 4.25361 2.05692 1.25822 1.25766 3.40357 1.1509 1.66998 2.4884 1.91442 2.53529 3.02154 2.20581 1.39571 2.59479 1.30633 2.82156 2.94722 3.98062 2.7877 2.34633 2.31947 1.93206
threshold=66.590419433100024 66.351146659450009 43.680097826700013 -0.62218499999999988 95.469836670350006 95.808582394800013 96.741477366050006 91.937202686950016 67.300172379550006 0.13377000000000003 100.15850764985002 68.20618276945001 68.910558799650019 65.611820673600008 87.170566421650008 86.89903215050002 41.50623664750001 40.241071441700008 0.087475000000000011 43.157831852650006 86.643628628100018 42.536568606950006 41.975471476700008 0.11922500000000003 -0.116995 0.085895000000000013 48.226196960950006 63.705703859100005 64.730006406800015 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 7 -4 -5 -6 -7 8 -2 11 -8 -9 -13 14 15 20 17 18 -16 -18 22 -22 27 24 25 26 28 -1 -24 -28
right_child=2 -3 3 4 5 6 10 9 -10 -11 -12 12 -14 -15 16 -17 19 -19 -20 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0028064331347998268 0.0041365131108483874 0.020060999912480729 0.024985041814225832 -0.022329279885435975 0.021282744279826508 -0.036137160791717873 0.0009774366795990586 -0.01389859222562537 -0.035538648556917719 -0.029553456046038016 -0.0254726320733628 0.02077356151638619 0.00054463375578774607 -0.0088023244076221464 -0.013925616696863574 -0.019472589268703582 -0.0060839271543501857 0.020654389489648487 0.011939650748136219 0.013057731323990938 -0.00025716930666179705 0.020773119457195535 -0.032774195369726547 -0.033489462705817014 -0.0081766191841245554 0.023973047739307776 0.014971145843396908 -0.022361291670144973 0.02056074832539392 -0.0067454251319565587
leaf_weight=67.477270842646249 4.4260172452777615 4.7976766712963572 0.98281548573868249 3.7442797666881225 1.4621877521276454 1.1275944001972673 4.2799188853241503 3.210639063268899 2.4790883525274694 1.3058132497535542 1.4047042744350617 5.1339156851172438 103.40101099293679 6.429992087185382 3.8880335241556194 3.6244284473359576 11.289958205074074 9.0639604181051237 8.3806580752134305 5.1573515161871901 8.797059450298546 5.6761380061507216 2.4228519930038632 1.7622936228290189 21.290253330720589 4.8355425577610722 4.9849067777395231 2.2509563947096458 0.59779691928997625 4.662223793566227
leaf_count=594 42 30 8 230 8 21 60 19 50 58 364 17 1487 42 27 29 69 69 47 26 47 60 128 26 345 21 19 45 11 35
internal_value=0.000722111 0.00177253 -0.000679332 -0.00771282 -0.0103867 -0.00498246 -0.0106201 8.29931e-05 -0.0101078 0.000705438 -0.00555853 0.00105903 0.0015015 0.00126415 0.00165369 0.000334902 0.00613514 0.0109283 0.00374277 -8.17138e-05 0.000910346 0.00799055 -1.88286e-05 -0.00347946 -0.00211619 0.00525545 -0.00188942 0.00199397 -0.022219 0.00447605
internal_weight=310.347 177.389 132.958 13.0015 12.0187 8.27441 6.81222 119.956 6.90511 113.051 5.68462 111.746 108.535 172.592 166.162 128.382 37.78 21.3327 12.2687 16.4473 124.757 14.4732 110.284 40.5559 38.7936 17.5033 12.6678 69.7282 3.02065 9.64713
internal_count=4034 1670 2364 691 683 453 445 1673 92 1581 424 1523 1504 1640 1598 1360 238 143 74 95 1331 107 1224 585 559 214 193 639 139 54
is_linear=0
shrinkage=0.0242498


Tree=299
num_leaves=31
num_cat=0
split_feature=2 3 0 1 0 3 2 3 4 2 3 1 4 2 2 3 2 2 4 1 4 2 2 0 2 3 3 3 2 4
split_gain=0.793925 0.771016 0.671077 2.22051 1.9258 1.753 1.69469 1.36967 1.31665 1.31609 2.71254 2.6224 2.85198 2.56603 2.4023 2.39072 2.10346 3.65933 1.81218 1.76329 1.64231 4.09411 2.19045 2.12051 2.94183 2.92298 2.4337 2.65934 1.48674 3.65204
threshold=0.36215000000000008 0.09450500000000002 91.066142252700018 67.649671936450019 90.297243227400017 0.13377000000000003 0.20949500000000004 0.085335000000000022 39.861052345600008 -0.059424999999999999 0.083495000000000028 68.910558799650019 38.244973486750006 -0.016334999999999999 -0.116995 0.094175000000000023 -0.59502499999999992 -0.54526999999999992 33.708131650200009 71.104340634100012 39.184300550350009 -0.075639999999999999 -0.079634999999999997 97.39208423365001 -0.095854999999999996 0.089850000000000027 0.086030000000000009 0.090735000000000024 0.048475000000000011 36.79544512155001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 7 6 9 -1 -4 -9 10 18 -12 14 19 15 -13 -14 -18 -5 -11 -19 22 23 24 26 -25 -22 -28 29 -15
right_child=1 -3 3 5 -6 -7 -8 8 -10 13 11 12 16 28 -16 -17 17 20 -20 -21 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.00070599959577065743 -0.026690742158165293 0.0018082261403342664 0.0019117162308102118 0.02528696684896763 0.01131809630213733 -0.027014327678746178 0.016595865773901028 -0.0054767593476905815 -0.031622225568832207 0.019490894276549944 0.017421538619730875 -0.030181301638120696 0.012543431841075878 0.025870233673365967 -0.028762450932823019 0.0069796614959465875 -0.028300328974592899 0.012249896802982201 -0.014026494388022327 0.0043635331124215818 0.021415250575073035 -0.031536971174966122 0.016141989353368656 0.011840180648560928 -0.024335595203974686 -0.0096092967644906407 -0.029660204189814861 0.0031787996105658123 0.0016951658308097895 -0.019924543350696454
leaf_weight=163.21041049819905 1.0511861240956921 0.87528047361411143 1.8748242771252979 0.62513518979539995 9.6952729152981174 1.1864654745731957 3.4481720449402919 1.603751979768276 2.4484368376433849 6.5473014079034355 4.1749067381024352 1.1956182175199499 6.833881848724551 1.0903676379239176 3.150850517791695 3.207923055277206 2.3143633721629078 5.3633830256294592 10.466278481762854 9.504013817990197 1.9147211872041223 2.0867470829980546 4.120657133171334 9.1466925583081302 3.9454048126935941 4.913311372511088 1.8735800310969351 3.6726606786251068 30.519389018125366 4.4588260722230189
leaf_count=1623 84 25 18 32 69 52 28 11 40 30 18 61 40 8 93 33 50 38 673 140 6 40 20 99 69 81 48 30 350 125
internal_value=0.000611526 -0.0137424 0.000702311 -0.000532322 0.0016001 0.000117401 0.00103476 -0.0139403 -0.0212745 0.000383164 -0.00164878 0.000297356 -0.00103298 0.00307344 -0.0138094 -0.00311002 0.00105681 -0.000937983 -0.0118107 0.010534 0.000771824 -0.00117178 0.00096985 -0.00148512 -0.00867109 0.0043446 -0.000387601 -0.00791457 -0.000246657 -0.0109263
internal_weight=306.52 1.92647 304.593 128.239 176.354 122.312 166.659 5.92701 4.05219 121.126 69.0061 57.9147 53.7398 52.1199 7.55439 4.40354 46.1854 39.3515 11.0914 16.0513 37.0372 31.6738 29.587 25.4664 11.4064 14.06 7.46096 5.54624 36.0686 5.54919
internal_count=4034 109 3925 2205 1720 2136 1651 69 51 2084 1431 726 708 653 187 94 521 481 705 170 431 393 353 333 153 180 84 78 483 133
is_linear=0
shrinkage=0.0224301


Tree=300
num_leaves=31
num_cat=0
split_feature=1 0 2 4 3 2 4 1 4 4 4 0 0 1 2 2 4 2 4 2 3 2 4 4 2 1 0 3 3 4
split_gain=0.809103 0.708262 0.981404 0.61614 2.17169 2.28154 0.950625 1.59618 1.35228 2.44657 2.26129 1.82403 1.58695 1.45194 1.47486 1.37782 1.80052 1.34331 1.2935 1.26845 1.1192 1.54804 1.03103 0.973186 3.17816 1.60999 2.69372 0.975444 2.29441 2.23693
threshold=54.879495816850003 105.33378955095002 0.20949500000000004 32.724174661450007 0.08895500000000002 -0.10623499999999998 35.419594101850009 73.553525990900013 37.038444968100009 36.79544512155001 37.828051409500013 95.117648655250022 90.297243227400017 67.649671936450019 -0.033799999999999997 0.26941000000000009 39.051326806600009 -0.068964999999999985 33.41579758040001 -0.14654999999999999 0.094375000000000028 -0.041369999999999997 36.364346611650006 38.748048509250005 -0.14429 64.665483411650015 94.773526014550015 0.088145000000000015 0.089305000000000023 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 20 9 11 13 22 -11 -10 17 23 -17 -15 -9 -13 21 -5 -8 24 -12 -26 -27 29 -29 -25
right_child=1 2 -4 6 -6 -7 8 18 10 12 15 19 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 27 25 26 -28 28 -30 -31
leaf_value=-0.029962874912311106 -0.036022498176141525 -0.029645654084760015 0.013147925110377677 -0.015877730846244872 -0.038688913708079017 0.025259639126968811 -0.00044827249012083134 0.0099247400724845301 0.023433794292240614 -0.046500400284834854 -0.045416448457426248 0.0062210655080422008 -0.010911407604799922 -0.035105793871729483 0.014658384617444196 0.0064467458591424311 -0.036416765724277565 0.011474752290200639 -0.034626867125153171 -0.035935493714393349 0.019025600923440845 0.017927200361579944 0.021732331563064835 0.0054760762220004786 0.013207161646327058 -0.027508061732557036 0.0063357504737155974 -0.01472472885674374 0.00061435191360835787 -0.0044781938946739158
leaf_weight=0.73113016318529744 0.74980849260464344 1.4402783738041756 0.66957325267139811 2.3231725096702576 1.4662801659433169 1.6771892223041498 6.058753668330608 1.0178880123421543 6.1815814897418004 1.877264249138533 1.5981764569878567 0.92803843971341882 2.4809416458010674 1.2798853297717872 3.5361094567924738 1.4740907792001956 1.9304526962805537 0.89890517853200425 1.2244708454236386 1.7694468486588437 7.9054950959980488 2.2984565086662752 2.5354059543460608 86.894353770418093 4.1321174632757893 3.7090463610365969 4.3680893201380968 8.9610862848348898 115.7396549716359 24.735823358874768
leaf_count=125 69 696 62 31 28 25 82 13 45 20 37 18 21 35 20 17 48 12 31 37 46 13 16 811 22 33 46 74 863 638
internal_value=0.000722415 0.000796737 -0.0160649 0.00091542 -0.0106269 0.00632684 0.00106731 0.00828923 0.000687842 -0.00765454 0.00117969 -0.000480731 -0.0262411 0.0136238 0.00301265 0.000595806 -0.0178578 -0.015888 -0.0144033 -0.021432 0.0123512 0.000934342 0.00609534 0.000846972 -0.00668941 -0.00162008 -0.00920544 0.00128728 -0.000487926 0.00327034
internal_weight=302.593 301.862 2.10985 299.752 3.89328 2.427 295.859 14.7695 281.089 15.6499 265.439 11.2916 4.35821 11.8965 5.7149 253.543 3.40454 2.17879 2.24236 2.69749 12.5271 4.62163 8.59416 250.138 13.8074 12.2093 8.07714 236.331 124.701 111.63
internal_count=4034 3909 758 3151 122 94 3029 134 2895 194 2701 153 41 112 67 2589 65 47 44 55 90 44 98 2524 138 101 79 2386 937 1449
is_linear=0
shrinkage=0.0292046


Tree=301
num_leaves=31
num_cat=0
split_feature=3 0 3 1 3 4 2 4 2 2 4 4 4 2 0 0 3 1 3 2 2 1 2 2 4 1 0 4 0 2
split_gain=0.697448 1.91927 2.23928 1.89532 1.47509 1.55189 1.46055 1.36958 2.09734 1.12183 2.71458 1.11969 2.31535 2.44604 2.3729 1.75654 1.37931 1.71229 1.82484 1.85704 2.2286 1.78715 1.38525 1.23784 1.61862 0.928473 0.92598 0.848721 0.860423 0.822601
threshold=-0.23921499999999998 71.249517373150013 -0.24663499999999999 71.015621515800021 -0.15572 32.724174661450007 -0.041369999999999997 49.122847560300009 -0.51146999999999998 -0.23349 48.96897326980001 47.927946529500012 44.421469061800003 -0.60918499999999998 67.04476885710001 76.451683855550016 0.080135000000000026 75.634392583900009 0.079220000000000027 -0.098419999999999994 -0.06483499999999999 80.677940036650014 -0.081874999999999989 -0.032369999999999996 37.311503175250003 61.93938686740001 86.162394622750014 48.226196960950006 87.170566421650008 -0.62218499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 -6 -4 11 -9 10 -3 12 15 -14 -15 -7 17 18 19 -17 22 -19 -21 -22 -25 -11 -27 28 -2 -18
right_child=4 2 6 -5 5 7 -8 8 -10 25 -12 -13 13 14 -16 16 29 21 -20 20 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.031822256577962449 -0.025696012100539466 0.009213497167524282 -0.035893741853968285 -0.025637734680727265 -0.016485595374784352 -0.021188539627817662 0.0029128594555885602 0.021458445462156868 -0.026140241849886163 0.015953378502298061 -0.03779568350983474 0.011020914282148147 0.022658943254238045 0.029382047281748459 -0.024014474139973502 0.014453046340035369 -0.0091361667180997579 -0.028442490008047324 0.018406890913595337 -0.0010434087264129955 0.012987266489699799 0.0028866024165504199 -0.029787190235518207 0.013537112465370848 -0.0099700925629442484 -0.0083113105123969067 0.0073188257237659943 0.023290561479874735 0.015839653438861255 0.00080863731859438532
leaf_weight=1.250388092361393 0.46612410107627444 1.6434201574884455 1.6143565675010907 1.3499849004438136 2.8900756034126962 1.9348667056765396 0.80130659195128728 0.66281329456251148 2.2335653190966687 3.8262722739018491 1.1548928618431089 6.0157472681021309 0.90209770784713317 0.50619146157987316 4.9845407938701101 7.2579491348005858 4.6925955078331745 1.5431098347762588 6.7305395845323792 1.7967139761894944 5.7045850083231979 2.88494270760566 1.9097582641989053 2.4929780513048101 4.6045805206522346 3.0956206959672254 6.4604886136949062 2.5153741490794346 0.67292466794606298 215.38001374033047
leaf_count=97 32 38 39 144 118 188 24 8 242 35 10 54 9 2 270 54 41 32 92 26 29 203 19 13 43 29 34 9 26 2074
internal_value=0.000527144 -0.00358186 -0.00181154 0.00111106 0.000839565 0.000642574 -0.0230211 0.000824407 -0.0152477 0.00334276 -0.0101877 0.000997239 0.000768245 -0.0132004 -0.0190918 0.0011158 0.00128504 0.0056232 0.00760575 0.00454694 0.000191752 -0.00803112 -0.0158536 0.00483721 -0.00171332 0.00617203 0.00225558 0.0156703 -0.00115767 0.000596585
internal_weight=299.979 21.1967 19.9463 17.5307 278.782 275.128 2.41566 272.238 2.89638 16.1807 2.79831 269.341 263.325 6.39283 5.49073 256.933 254.998 34.9252 30.4971 23.7666 16.5086 4.42805 3.70647 12.8021 7.09756 13.3824 9.55611 3.65442 1.13905 220.073
internal_count=4034 450 353 290 3584 3517 63 3399 250 146 48 3149 3095 281 272 2814 2626 511 276 184 130 235 45 85 56 98 63 67 58 2115
is_linear=0
shrinkage=0.0234978


Tree=302
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 1 0 4 1 4 4 4 1 2 2 0 4 3 0 3 3 2 2 3 4 0 3 0 4 3
split_gain=2.21936 1.60922 2.91734 2.91525 2.85372 2.80832 2.15194 2.31893 7.36683 4.1649 2.88092 1.95264 3.03793 2.04519 5.1896 2.82767 2.31024 4.04451 2.70494 1.84806 1.84129 1.8007 3.19527 1.7465 1.65917 2.10627 3.98295 1.6363 1.71255 1.56457
threshold=83.740093847200015 91.066142252700018 85.667718326750006 61.982402197500001 -0.16320999999999999 67.649671936450019 90.407470010750018 38.625745710700009 64.02831883475001 43.426640904350009 37.038444968100009 43.047778594550003 62.111448187750007 -0.086139999999999994 -0.076484999999999984 86.565663342300013 41.872294782850005 0.093580000000000024 86.256490657300006 0.093160000000000034 0.085335000000000022 -0.078649999999999984 -0.14831999999999998 0.12535000000000004 42.719328117250008 85.963448721100022 0.089920000000000014 86.692020874450009 44.169240047700008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 29 -5 20 7 10 11 -10 19 12 13 24 15 -15 18 -18 -16 -4 -3 22 -14 -7 25 -9 -27 28 -13 -1
right_child=-2 5 6 4 -6 23 -8 8 9 -11 -12 27 21 14 16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00086480158301623295 -0.0028041398121571187 0.00043097250550058508 -0.001200666555111537 0.0018473640178436231 -0.0036476998568583854 0.00016526351899488637 0.0025453441187179102 0.0022038468493401097 -0.004723562015968203 0.0012831229139076822 0.0036138228765015055 -0.0033338943791708948 0.0029699197962138615 -0.0010028372412239019 3.0434631110934085e-05 -0.005389866415197125 0.0010922211356586455 -0.0050876134382840336 0.0022945791645171141 0.0019513750159971895 -0.0039356154174351619 0.0026133361288775735 -0.00054046414003038035 -0.0030133494586772245 0.0033563255178846434 0.0020771959578317583 -0.0026720203031539553 0.0007325023804403589 0.00042160419287985815 0.00073622389681113245
leaf_weight=15.310177512932567 3.5574091447051606 2.2057492015883318 4.9185105636715907 1.8592486875131724 6.5247745681554061 131.8455359027721 9.7754855714738351 9.3155087158083898 6.2229528939351422 2.4683680683374405 8.5458079874515516 4.7365269400179368 6.6142989322543171 6.2329955808818251 18.324145987629905 3.5196368843317032 3.8663276135921469 2.7925425991415977 14.448518723249434 6.7646356634795666 4.4843382872641087 19.729156732559204 9.9299728572368604 2.7007522811181834 5.0104286298155776 5.3242259025573713 5.4929091408848763 7.1429998651146889 3.0601410046219826 23.985570458695292
leaf_count=354 757 18 27 23 257 1417 56 32 57 44 33 41 26 34 73 37 19 31 64 29 51 131 48 56 19 17 26 28 21 208
internal_value=0.000270989 0.000301966 0.000517597 -0.000334465 -0.00242911 -2.15742e-05 0.000764961 0.000652285 0.000466167 -0.00301764 0.00188729 0.000707356 0.000886707 0.000433681 -3.03876e-05 -0.00258608 0.000601713 -0.00149943 0.00102863 0.000624391 -0.00249593 0.00181499 0.000862966 0.000101459 0.00134148 0.000840041 -0.000334442 -0.000620405 -0.00185989 0.000112442
internal_weight=356.71 353.152 211.916 47.6798 8.38402 141.236 164.236 154.461 134.232 8.69132 20.229 125.54 110.601 74.3272 49.1842 9.75263 39.4315 6.65887 32.7727 11.6831 6.69009 36.2734 16.5443 134.546 25.1431 20.1326 10.8171 14.9397 7.79667 39.2957
internal_count=4034 3277 1735 842 280 1542 893 837 748 101 89 647 557 352 258 71 187 50 137 56 69 205 74 1473 94 75 43 90 62 562
is_linear=0
shrinkage=0.00391285


Tree=303
num_leaves=31
num_cat=0
split_feature=1 2 3 1 0 2 0 4 3 2 1 2 2 2 0 4 2 1 2 2 2 0 3 2 2 4 1 1 4 4
split_gain=0.681921 0.637813 0.704948 0.561678 2.38919 1.57222 1.87033 1.41644 2.83698 2.38936 1.99053 1.40702 2.06908 3.33679 1.45495 2.42706 1.38745 4.2867 2.66317 1.50412 1.85285 1.74173 3.4942 1.79561 2.30844 1.1993 4.29185 1.44401 1.16744 2.07056
threshold=54.879495816850003 0.36215000000000008 0.09450500000000002 66.590419433100024 90.297243227400017 0.20949500000000004 89.813320763900023 36.491284729650012 0.078005000000000019 -0.26894999999999997 65.020359884900017 -0.62218499999999988 -0.5656199999999999 -0.30094499999999996 87.350693116400024 41.872294782850005 -0.053159999999999992 62.132955852800002 -0.037054999999999998 -0.06483499999999999 -0.072524999999999992 86.83719761350001 0.09450500000000002 -0.078649999999999984 -0.075639999999999999 41.872294782850005 62.111448187750007 57.772276765200012 41.319407281650008 40.633548727200008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 8 9 -2 11 -9 -13 -14 16 -16 19 18 -18 20 21 23 -23 28 -25 -20 27 -27 29 -15
right_child=1 2 -4 -5 -6 -7 -8 10 -10 -11 -12 12 13 14 15 -17 17 -19 25 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.02509150529310231 0.031243775241096245 -0.028560808923102331 0.0021451846025379107 -0.00055014634275881672 0.013934763728705711 0.017808001989051442 -0.016912026392996882 -0.018310709985163674 0.017148484136186221 -0.029832282667710174 -0.020417045084163681 0.025792835255203237 -0.025979360923329069 0.0012185221273357187 0.018059835946035496 9.3781466520510322e-05 -0.021236856907903022 -0.035836605202649238 0.0052494142009916166 0.01131013632344592 -0.020334933758559597 -0.027097490783687464 0.0055744245907260763 0.022266571884435513 -0.00046875822827875533 0.0052947851121674583 0.024003435803186771 -0.030976653232944826 0.0028089345595396988 -0.018831127137481835
leaf_weight=0.62392564362380554 0.50902932882308993 0.94650830072350689 0.86020989273674786 126.39640745107317 8.98018706217408 3.2573109725490204 3.6018477976322165 2.2903727367520323 7.5272821658290923 1.5982673231046627 2.7222166494466356 2.0140409544110289 2.7631907602772108 9.6114130690693695 7.8227239102125194 10.77425707131624 3.5463474802672925 2.4146682764403513 15.535487051121892 8.8909784052521115 2.4540446437895289 3.6789546944200984 4.2548214718699455 5.8218011055141687 5.00675220787525 0.85550272185355369 1.723712060600519 2.9181831311434507 45.37459559715353 4.5858516115695229
leaf_count=125 1 84 25 2270 63 26 30 14 70 111 36 6 89 76 60 54 24 43 87 47 17 42 22 77 19 18 6 64 355 73
internal_value=0.000548092 0.000601642 -0.0139412 0.00069013 0.0016094 0.000924276 0.000576854 0.000984059 0.0100996 -0.015079 0.000378623 0.000776341 0.0010885 0.000728035 0.00127359 0.00765111 0.000257056 -0.00462273 -0.00155627 0.0017259 0.000671122 0.0013292 -0.0095758 0.00255814 0.0117545 0.00176207 -0.00809307 -0.0227538 0.00088648 -0.00525771
internal_weight=299.361 298.737 1.80672 296.93 170.534 161.554 158.296 154.694 9.63458 2.1073 145.06 142.338 140.047 138.033 135.27 18.597 116.673 26.9939 24.5792 89.6792 80.7882 78.3342 7.93378 70.4004 10.8286 21.0329 5.4974 3.77369 59.5719 14.1973
internal_count=4034 3909 109 3800 1530 1467 1441 1411 182 112 1229 1193 1179 1173 1084 114 970 242 199 728 681 664 64 600 96 175 88 82 504 149
is_linear=0
shrinkage=0.0245507


Tree=304
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 2 1 2 4 4 1 1 0 0 1 1 3 0 4 2 2 3 2 1 1 0 0 1
split_gain=0.659403 1.3112 0.774763 4.15284 1.01346 0.891517 1.74749 1.13133 0.799966 1.64775 1.32401 1.67441 0.993292 1.22574 1.38342 1.81465 2.10058 1.89358 2.31352 2.39722 1.75357 1.3507 1.68232 1.09277 1.36436 2.0002 5.88886 1.9152 1.81643 1.98392
threshold=-0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.54526999999999992 64.407391431150018 78.285212300550015 101.72856719805002 -0.59681499999999998 81.479100559500012 -0.085584999999999994 42.434124620650003 38.903925214650009 80.468240302450013 78.962703749400006 102.03236296680001 97.878695155250014 72.752365468100024 75.408562100950022 0.085235000000000019 97.752337623100019 40.280372415600006 -0.081354999999999997 0.059320000000000012 0.41214500000000009 -0.11572 62.020040611300011 61.907125369850007 96.959242474650011 96.682331287150021 71.015621515800021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 7 -7 -3 12 10 11 -10 13 14 15 17 -17 23 19 -19 -18 -22 -23 24 25 26 -5 28 29 -26
right_child=1 2 3 8 -6 6 -8 -9 9 -11 -12 -13 -14 -15 -16 16 20 18 -20 -21 21 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.019874143570738988 -0.020497250265928035 -0.0058286443021601988 0.0041499628305514923 0.0023807538969594804 -0.033947710447540559 0.030968023629634859 -0.014453879660831288 0.013051363496853477 -0.029196052413767468 -0.022429108752792758 -0.028960070718592443 0.025374464181560547 0.0091484628782560074 -0.019689857467874425 0.016687965890640508 0.011822159266526199 -0.030875764533286283 -0.032172306002750388 0.021407353164035529 0.035543180378004816 0.0020797031859095053 -0.035680507505853019 0.00040070196963113959 0.010962414113018015 -0.00035783888981825583 0.0077615498614155903 -0.044217544617171214 -0.020538447152777674 0.011661508289173268 -0.012830102776094346
leaf_weight=1.3023734134621907 2.1917162521276614 5.0614957055076957 0.61611534655094091 17.288447296014059 3.2122270288527943 2.4556218576617534 0.84215460787527252 4.3860689327120763 0.52503707553842183 3.2423154835996675 0.66911666106898327 2.009829540620558 10.502712126355616 2.1830729631474233 3.9872223298298186 2.9713999368250361 3.228485873900353 1.3492134909611175 6.5592174094635993 0.54277122020721424 4.8939789778087288 2.1254204981960343 1.7399822082370517 7.359186938032507 144.02498066565022 36.319398243213072 2.2717291512526563 3.6080819070339194 8.6171659361571056 10.104872984695247
leaf_count=18 46 40 3 277 118 10 83 26 101 442 200 97 86 72 55 42 92 80 34 1 35 35 18 42 1298 345 94 31 36 177
internal_value=0.000555574 0.000470254 0.000627258 0.00032856 -0.0278165 0.00718819 0.0193686 0.00293647 0.000718779 -0.00875395 0.00508482 0.0140715 0.000945213 0.000612787 0.000785252 0.000534633 -0.00865781 0.00111231 0.0137614 -0.0127461 -0.0137341 -0.00741614 -0.0194388 0.000646703 0.000305103 0.00398364 -0.0030312 -0.000930537 -0.000495832 -0.00117553
internal_weight=296.191 294.889 292.697 279.952 3.82834 12.7453 3.29778 9.44756 276.124 6.4463 3.20398 2.53487 269.677 259.175 256.992 253.004 14.9593 238.045 8.4512 1.89198 11.9879 8.75938 3.8654 229.594 222.235 55.8796 19.5602 166.355 162.747 154.13
internal_count=4034 4016 3970 3811 121 159 93 66 3690 840 398 198 2850 2764 2692 2637 222 2415 115 81 180 88 53 2300 2258 716 371 1542 1511 1475
is_linear=0
shrinkage=0.0272097


Tree=305
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 3 3 3 3 2 3 0 2 3 3 1 2 2 4 3 3 4 4 2 0 4 1 0
split_gain=3.72104 4.14219 2.6139 2.5887 2.17693 3.86851 3.89055 2.92028 2.70608 2.39468 2.33794 2.21526 2.05788 1.96155 2.38735 1.98542 3.08569 1.91586 2.49816 2.03229 1.93305 1.99222 2.39497 1.78432 3.56972 3.41609 3.53136 3.38796 3.32765 3.29213
threshold=70.171445662850019 94.773526014550015 85.732241321850012 107.57327517365 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.098075000000000023 0.076615000000000016 0.097015000000000032 -0.074999999999999997 0.084360000000000018 96.163458868000006 -0.099639999999999992 0.089850000000000027 0.086230000000000015 73.037342029850024 -0.59502499999999992 -0.50001499999999999 41.147265497500008 0.09914000000000002 0.12201500000000003 47.927946529500012 42.719328117250008 -0.55354000000000003 67.04476885710001 42.686561923500008 62.052302108850007 75.462331263550013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 23 4 5 6 7 9 -7 -3 -6 -11 -9 14 -14 16 -15 -17 -19 -20 21 -21 -23 24 27 -26 -27 28 29 -1
right_child=1 3 -4 -5 10 8 -8 12 -10 11 -12 -13 13 15 -16 17 -18 18 19 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0029121627413177908 -0.0017939192048177064 5.0996859516386712e-05 0.00056433754494101662 -0.0028714608774779967 -0.003391675972244284 0.0011608288455117045 -0.0037187369367333014 0.0028464112902659312 -0.00086368488750102708 -0.0033683513752095049 0.00015624988169674235 0.0017902368658529548 0.00056148750489181548 -0.0010073841261328295 -0.003209627562519145 0.0012834752998367174 0.0018372109823995468 0.00083462845658952326 -0.0035183761897020203 0.0010317730539224975 -0.0027102707055080455 -0.0036057002350431758 0.0013270788557270211 0.00088018206707022933 0.0022829150001528915 0.0032673242713256467 -0.0031316693240591442 0.0040472852530362867 -0.0032881299661985984 0.00036560595058994852
leaf_weight=2.6834302849601945 11.749500338453798 4.4627927653491408 197.48312366381288 2.5050837217131621 2.9883217057213178 33.08865980245173 2.5658673793077531 2.1556799896061412 6.3204445019364348 5.1556315217167139 2.9830736722797155 0.76889055222272862 2.3788349945098162 4.2596499668434253 3.1176671055145553 5.2143935859203365 10.929648602847008 6.3806128371506885 2.6918141311034498 5.1076537203043788 3.0729305152781317 2.1283801114186649 1.2591708833351729 11.505812250077723 1.3615967407822598 0.76177052780985643 7.6993322214111686 1.6202138662338246 2.5149458749219766 29.972470782697201
leaf_count=253 309 116 1026 649 82 191 55 10 58 196 23 6 32 41 64 22 61 35 42 35 38 39 14 54 4 11 300 3 69 196
internal_value=0.000214755 -0.000194197 0.000408804 -2.25994e-05 4.40793e-05 0.000142364 -0.000301125 -0.000152707 0.000836137 -0.00151742 -0.00161927 -0.00269886 0.000138396 1.29662e-05 -0.00157752 0.000225959 0.00103948 -0.000251969 -0.000639866 -0.00129963 -0.000783343 -8.63242e-05 -0.00177216 -0.000119679 -0.000366477 -0.00188486 -0.00255555 3.89096e-05 -0.000145744 9.62622e-05
internal_weight=376.887 121.285 255.603 109.535 107.03 101.059 61.6496 59.0838 39.4091 10.3873 5.9714 5.92452 48.6964 46.5408 5.4965 41.0443 15.1893 25.855 20.6406 14.2599 11.5681 8.4952 3.38755 58.1196 46.6138 9.8227 8.4611 36.7911 35.1708 32.6559
internal_count=4034 2118 1916 1809 1160 1055 806 751 249 318 105 202 433 423 96 327 102 225 203 168 126 88 53 890 836 315 311 521 518 449
is_linear=0
shrinkage=0.00283508


Tree=306
num_leaves=31
num_cat=0
split_feature=1 1 0 3 1 1 4 1 4 4 0 4 0 1 4 2 4 3 0 3 2 1 0 3 3 2 3 4 4 3
split_gain=0.628394 0.565552 2.02861 1.45679 1.25351 0.895385 0.940852 1.99625 1.8975 3.42 1.87516 2.95084 2.1577 1.90498 1.85841 3.16083 1.79216 1.75085 2.41544 1.81275 2.74286 1.50448 2.5943 1.50528 3.64071 2.47462 1.29259 4.57666 1.34878 1.2544
threshold=54.879495816850003 64.665483411650015 89.705782438650019 -0.52484999999999993 64.184249406300026 63.705703859100005 41.975471476700008 61.987779113750001 40.241071441700008 39.577821550850011 86.329079026800017 42.434124620650003 86.83719761350001 62.116825104000007 43.157831852650006 -0.06828999999999999 43.182896969600009 0.096665000000000015 86.256490657300006 0.080770000000000022 -0.083424999999999985 61.966271448700006 85.812895065800021 0.11082500000000002 0.10371000000000001 -0.13734499999999997 0.087555000000000022 44.169240047700008 48.96897326980001 0.093905000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 6 7 21 9 -9 11 -8 16 26 15 -14 -12 18 -10 -20 -21 23 -23 24 25 -2 27 -13 -29 -27
right_child=1 3 -4 -5 -6 -7 10 8 17 -11 12 13 14 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.024448168748150402 -0.01973577057571245 -0.034496491249885387 0.018299238832270054 -0.00035544849678340675 0.014860575449554344 -0.012938165964226971 -0.028816071761051765 0.010080975454603019 0.01327897830924931 -0.017807449351699336 0.016164339844917906 -0.031910914846479274 -0.02102638905716539 -0.020659973629065406 0.010923213047436302 0.0075092641617031724 -0.0062348548975064378 0.015213416130309933 0.0089192891142212665 0.0018536451038531879 -0.026346844843785928 0.0023044111071224577 -0.035609129345061899 0.0094860103652866234 -0.031336956730428758 -0.0016123568308147305 0.0063463499693487335 0.0080374517410538113 -0.0094691203436953753 0.010327534750891838
leaf_weight=0.57886996038723637 3.1159804350463665 0.72107558319112186 4.0507089160382739 144.43089839041932 3.7082607778720549 2.6917098755948237 2.8369546923786428 5.2450376446358842 10.106036299839618 4.8665876612067223 8.8230949714779872 2.9270716316532406 5.3421250879764548 3.1183138806372872 3.7376036122441283 3.8232936039566985 2.671541489660739 13.595010746270416 5.1802697479724875 5.0823063552379564 3.2436944283545044 2.2606194801628581 1.9128138720989225 7.7065087296068659 2.3022106811404219 12.690894154831776 9.0526852756738645 7.086932610254733 3.9261242374777794 8.3914241548627597
leaf_count=125 159 32 37 2545 41 24 50 35 54 28 81 85 40 37 16 15 12 58 39 20 31 61 14 42 16 93 91 78 33 42
internal_value=0.000491259 0.000540255 0.00157461 -0.000525052 0.00110882 0.000749033 0.001014 0.002569 0.00586239 -0.00334134 -0.0014841 -0.00560812 0.0034091 -0.00308659 -0.00331619 -0.00912293 0.0109584 0.00836363 0.00441981 -0.00220905 -0.00913287 -0.00149139 -0.0150725 0.000165578 -0.00254486 0.000194402 -0.000703267 -0.00528127 0.00179641 0.00314009
internal_weight=295.227 294.648 149.496 145.152 145.445 141.737 139.045 85.6994 47.3189 10.1116 53.3457 28.9481 24.3977 26.1111 12.903 9.16542 11.4946 37.2073 23.6123 13.5063 8.326 38.3805 4.17343 34.207 26.5005 24.1983 22.9928 13.9401 11.0131 21.0823
internal_count=4034 3909 1332 2577 1295 1254 1230 692 265 63 538 374 164 324 71 55 93 202 144 90 51 427 75 352 310 294 287 196 111 135
is_linear=0
shrinkage=0.02396


Tree=307
num_leaves=31
num_cat=0
split_feature=1 0 0 3 4 3 0 0 3 2 2 2 2 3 3 3 3 0 3 3 2 1 4 1 0 3 4 4 1 2
split_gain=2.06287 3.12376 3.06402 2.36741 2.10374 2.57688 2.03815 1.91816 1.73455 1.69418 3.03165 2.83595 2.09794 2.05798 1.65301 2.27642 2.96543 2.87139 2.77795 2.55346 2.51662 2.95722 2.33933 1.91977 2.65651 1.68621 3.88829 1.54606 1.49401 1.43869
threshold=70.171445662850019 85.705356740550016 94.773526014550015 -0.10747999999999999 39.110279783550006 0.087555000000000022 94.203572890950014 107.57327517365 0.090735000000000024 0.22598000000000004 0.048475000000000011 -0.0034049999999999996 -0.031449999999999999 0.097015000000000032 0.10184000000000003 0.078410000000000021 0.049900000000000007 71.131225215400022 -0.15572 -0.25095999999999996 -0.23349 57.041016153700006 37.999598532650005 61.982402197500001 78.626646483100004 0.11531000000000002 39.577821550850011 39.577821550850011 71.015621515800021 -0.08786999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 4 28 -2 -6 -7 9 -8 10 11 12 -5 -11 15 16 17 -1 19 20 21 -19 -20 24 -17 27 -27 -16 -4 -26
right_child=2 -3 3 7 5 6 8 -9 -10 13 -12 -13 -14 -15 25 23 -18 18 22 -21 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.003700605511694021 -0.0042335682976396708 0.00056874536272726994 0.0019828864739487896 -9.0867180370849735e-05 -0.0033139525851200585 0.0028411702940485829 0.001434414449132077 -0.0031693408667336472 -0.0034589482869578059 -0.0036819172029094061 0.0013187433739231247 -0.0038306830127558555 0.0019156648617211082 0.00020406828497569553 3.7787022958239106e-05 -0.0038117330212998901 0.002966084082170071 -0.0049886545409582135 0.00099610134073812554 0.0029942657618599738 0.0015477308953930971 0.00085018646060450187 -0.0033175313307894387 -0.0029725118917345804 -0.0016373250700758887 0.0022327451017776982 -0.0041510132811931263 0.0027562885585521685 -0.003416754609655914 0.00085003115231334608
leaf_weight=2.2479611067101422 2.5209145555272681 188.38123583048582 0.6025642473250622 62.147628205595531 2.8329550353810191 2.0049064550548792 1.278659036383033 1.6921802886063222 1.5725570823997257 2.3850139970891169 21.0977793619968 1.8617153810337175 5.5238420355599436 2.9902355652302504 3.7661297880113107 2.242563949897888 2.9642571024596682 1.7175502022728326 1.8941091708838893 3.8633660245686823 3.9611776834353805 1.6613082969561217 3.4593405555933714 5.4983778195455661 3.5424468759447327 1.8199861049652093 1.8971888236701486 4.4352484717965126 2.8987243470037356 6.2722412263974539
leaf_count=175 49 1041 4 783 187 16 18 553 39 60 120 28 32 23 19 63 13 19 60 19 46 26 131 158 40 13 28 21 206 44
internal_value=0.000219849 0.000382943 -0.000130939 3.34175e-05 -0.00176001 -0.000949043 0.000430593 0.000123761 -0.00126447 0.000181804 0.000282746 -3.15963e-05 7.29207e-05 -0.00152015 -0.000300108 -0.000608624 6.55339e-05 -0.000391688 5.75709e-05 0.000941048 -0.000139646 -0.00211783 -0.00179132 -0.00144458 -0.000747815 0.000717826 -0.00102543 0.00150793 -0.00248749 -4.77383e-05
internal_weight=351.034 239.624 111.41 101.2 10.21 7.68908 4.85612 97.6984 2.85122 96.0062 90.631 69.5332 67.6715 5.37525 51.2433 39.3247 21.7691 18.8048 16.5569 11.2034 7.34004 3.37886 5.35345 17.5556 12.0573 11.9186 3.71717 8.20138 3.50129 9.81469
internal_count=4034 1916 2118 1809 309 260 73 1599 57 1046 963 843 815 83 875 794 489 476 301 110 91 45 191 305 147 81 41 40 210 84
is_linear=0
shrinkage=0.00312018


Tree=308
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 1 1 0 0 0 1 4 4 2 0 0 4 2 2 0 4 3 3 3 1 2 3 3 0 4
split_gain=0.546232 0.959554 0.622882 1.37496 1.74293 0.836332 1.31071 1.81502 0.817449 1.99978 1.30968 0.662894 2.7699 2.23666 2.12701 1.80212 1.67421 1.60103 2.67934 2.69357 1.32912 2.05369 0.850053 1.37915 3.02845 3.81801 2.79193 2.88033 2.17628 2.14975
threshold=83.740093847200015 0.20949500000000004 83.116371560950014 81.479100559500012 104.91170162450001 80.468240302450013 78.962703749400006 103.80405687475002 101.86567856270001 100.15850764985002 77.543197856500015 47.927946529500012 44.421469061800003 -0.60918499999999998 67.04476885710001 75.994645973400011 48.457543166250012 -0.23375499999999999 -0.23349 95.808582394800013 49.283271594150008 -0.23921499999999998 0.08766000000000003 0.09180000000000002 75.166600869200025 -0.055334999999999995 0.09013000000000003 0.089415000000000022 93.692765846100016 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 5 -5 6 8 -8 9 11 -11 12 15 -14 -15 -1 -13 -18 -19 20 -20 -22 -17 24 25 26 27 28 -24 -25
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12 16 13 14 -16 22 17 18 19 -21 21 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.02311500507027547 -0.027470284299939494 0.010523219724856491 0.012445930232513161 -0.030258429578220444 0.012853124695677023 0.0079467160186656761 -0.032391966731331469 0.019698524055685385 0.011047395892158784 -0.032993037315067933 -0.0057362026157105643 0.028199951808857048 0.023777732818378534 0.031294978822818127 -0.026934144743514736 0.0029940439740789009 0.012243611587451193 -0.03203116573084553 0.027131014495051998 -0.033648741373391911 0.03249070458646619 -0.03448117377077025 0.00039020222224175471 -0.032413549069865134 0.012422395894479864 -0.024149057903185174 0.0088459485901016266 -0.040318019353714797 -0.029597183464498071 0.0016699155003410562
leaf_weight=2.1530418818583703 1.2322292527242087 0.73465404950547952 3.0587028606096274 2.1191526167094703 0.93610225792508561 10.607600312680004 1.7872162015410133 0.62513340765144665 5.0773144464474163 1.9187543229199935 3.3543322193436325 2.0491363615728906 0.83903507143259037 0.47290231310762365 5.3272220180369914 95.270600873394869 6.1361530306749037 1.9804686829447735 2.309560745954514 1.0000011050142346 0.54959793016314396 0.74917176808230668 8.9872968858107942 1.2968096826225508 5.9369019940495482 7.6659974851645556 8.8353587444871646 1.8944686222821463 2.0596666485071173 107.03912474960089
leaf_count=338 693 64 27 123 53 88 59 23 82 51 40 11 5 3 277 841 31 27 6 29 5 47 67 12 25 84 47 34 57 785
internal_value=0.000540935 -0.0132793 0.000634015 0.000508991 -0.0170494 0.000696613 0.000417275 -0.0188933 0.000587972 0.000389687 -0.0156543 0.000711914 0.000389061 -0.0163777 -0.0221865 0.000850692 0.00612653 0.00257199 -0.0064352 0.00456487 0.0151553 -0.00614081 0.0010666 -0.000211122 -0.00472174 -0.00817872 -0.00255674 -0.0103416 -0.00520084 0.00126193
internal_weight=294.004 1.96688 292.037 288.978 3.05525 285.923 275.315 2.41235 272.903 267.826 5.27309 262.553 247.778 6.63916 5.80012 241.139 14.7741 12.725 6.5888 4.60833 3.60833 1.29877 238.986 143.716 35.3797 29.4428 21.7768 12.9414 11.047 108.336
internal_count=4034 757 3277 3250 176 3074 2986 82 2904 2822 91 2731 2575 285 280 2290 156 145 114 87 58 52 1952 1111 314 289 205 158 124 797
is_linear=0
shrinkage=0.0263131


Tree=309
num_leaves=31
num_cat=0
split_feature=3 0 3 2 3 0 3 1 3 4 4 3 4 3 1 0 0 4 3 1 2 2 1 3 0 3 2 0 0 1
split_gain=0.596214 1.73904 1.75572 1.3283 1.22227 1.21441 1.80334 2.28961 1.73562 2.71994 1.77757 1.36596 2.62955 2.43981 2.07728 2.50305 2.08674 1.23827 1.72955 1.19152 1.17837 1.14018 1.98627 1.23457 1.09163 1.83725 1.04975 0.952567 0.951735 0.958297
threshold=-0.23921499999999998 71.249517373150013 -0.24663499999999999 -0.041369999999999997 -0.15572 85.705356740550016 0.10184000000000003 61.982402197500001 0.11531000000000002 39.577821550850011 39.577821550850011 -1.0000000180025095e-35 37.999598532650005 0.078905000000000017 61.950140699950005 85.495657006400009 78.626646483100004 32.724174661450007 0.088555000000000023 70.077349628250019 -0.59502499999999992 -0.074999999999999997 58.613764160050003 -0.25095999999999996 85.812895065800021 0.098105000000000026 -0.018034999999999999 86.162394622750014 85.861287312150012 64.665483411650015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 -4 -2 6 7 11 10 -10 -8 12 -6 -13 15 16 -15 18 -7 21 -9 22 -3 -24 25 -19 -18 -23 -26 -30
right_child=4 2 3 -5 5 17 8 20 9 -11 -12 13 -14 14 -16 -17 26 24 -20 -21 -22 27 23 -25 28 -27 -28 -29 29 -31
leaf_value=-0.035846248211441292 0.01674993890788018 0.011074965910609807 -0.038074927303643417 0.00380949749919063 0.011110125529164116 0.0034850715551294526 -0.002205320120745397 0.012729528432539943 0.017428173927351073 -0.03457826967929184 0.024094246411951899 0.022573880830323179 -0.033438057479176879 -0.031305941804996851 0.016477469388360512 -0.043400883738183571 -0.0068407915127557915 0.017019954196165841 -0.043718917285199187 -0.018837138724593791 -0.029702937039209495 0.002051851329452846 -0.026304332898508639 0.0010100729061285109 -0.016266246020473826 -0.0042713138171105751 0.018165892209547532 0.022590246890645475 0.0034012833273478252 -0.00018271705854090156
leaf_weight=1.1199888752307767 3.3116147710243231 3.9234666256234032 1.5160882622585634 0.8087371718720523 1.4380574305541873 1.1572947381646366 3.3414222821593267 0.5126066356897353 1.2210137210786345 1.6431020162999628 3.8557867524214089 2.6764324046671417 2.5765431333566085 1.5881813038140515 2.2700398731976748 1.4573806324042378 2.804535448551178 7.650222107768057 1.0147163546062072 1.879123816412174 4.1183515512384465 3.2480877428315642 2.6399379539070642 2.0458347499370584 2.1940231919288626 4.4740001037716866 2.0054008662700653 3.0499143302440643 84.725086847320199 134.39604973612586
leaf_count=97 67 29 39 24 53 45 19 2 13 30 22 15 104 61 13 15 41 38 44 150 252 34 53 8 18 23 17 16 555 2137
internal_value=0.000487612 -0.00388257 -0.00200938 -0.0235046 0.000814548 0.000616989 -0.00424916 -0.00857367 0.0049693 -0.0124072 0.0118842 -0.00404851 -0.0174806 0.000163687 -0.00575989 -0.0121859 -0.00507569 0.00126775 -0.0185676 0.0009676 -0.025006 0.00346408 -0.00277877 -0.0143787 0.00145231 0.00916319 0.00358521 0.0119979 0.00102988 0.00120307
internal_weight=290.663 20.2312 19.1112 2.32483 270.432 267.12 31.5089 21.4475 10.0613 2.86412 7.19721 16.8166 4.0146 12.802 10.1255 7.8555 6.39812 235.611 2.17201 16.7864 4.63096 14.9072 8.60924 4.68577 233.439 12.1242 4.80994 6.298 221.315 219.121
internal_count=4034 450 353 63 3584 3517 657 573 84 43 41 319 157 162 147 134 119 2860 89 290 254 140 90 61 2771 61 58 50 2710 2692
is_linear=0
shrinkage=0.0263922


Tree=310
num_leaves=31
num_cat=0
split_feature=0 3 3 2 0 4 1 4 4 4 1 4 2 0 0 2 4 1 2 1 4 3 2 1 0 4 4 2 1 2
split_gain=0.521584 1.6046 1.71871 1.12164 0.783538 0.487043 1.00375 0.998321 2.14884 1.8492 1.55552 1.73105 1.20309 1.76417 1.36659 1.06217 1.69659 1.0495 3.36561 0.912057 1.23764 1.18258 1.00858 0.800664 1.3224 1.9121 1.54387 1.8448 1.25928 2.10042
threshold=102.89804648475001 0.090735000000000024 0.086230000000000015 -0.086139999999999994 102.64264296240002 35.419594101850009 73.037342029850024 37.038444968100009 37.828051409500013 36.79544512155001 69.64719632740001 36.491284729650012 0.18145000000000003 91.066142252700018 94.985914206850012 0.26941000000000009 39.051326806600009 66.351146659450009 -0.10051499999999999 69.873026810350026 33.151194885250007 0.096010000000000026 -0.10623499999999998 80.468240302450013 98.142164052000012 40.280372415600006 42.310579034350006 -0.25236500000000001 81.320481529800006 -0.11963999999999998
decision_type=2 2 2 2 2 2 2 2 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 19 9 12 10 17 -12 13 -9 -15 23 -17 18 -7 20 22 -22 -1 24 -10 -26 -27 -28 -25 -30
right_child=1 -3 3 -5 -6 7 -8 8 15 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 28 25 26 27 -29 29 -31
leaf_value=-0.039329292531410605 -0.020877190227262459 -0.032073498606568246 -0.030611886636974821 0.022448349330052856 0.016762004911751109 0.018936924674170696 -0.013425649346957952 0.02098356477917496 0.00048444737485132055 -0.022681878048414199 -0.027227887606693996 0.0087479977591555218 0.029199586902942304 -0.029440564694342225 0.0056549551593083197 0.0073965057781672028 -0.035032895227190726 0.025392925985337895 -0.038942078076868836 0.021317797326159404 -0.0040422021198644525 0.017639632437419114 -0.0016118484232667944 0.015584052840294269 -0.033339184548853616 0.0032123620636724907 0.0081155789042921221 -0.034483201851668741 0.014149615910896493 -0.026817700221047631
leaf_weight=0.81179173826239948 1.7961752982810129 1.6437492546683641 0.38054801049293052 2.393098667031154 2.4687382704578331 2.5566406310535963 2.0877064946107557 4.0581235755234939 208.64262743364088 4.3787002377212039 2.7835430265404284 1.8249570741318164 2.8178530372679225 1.342995172832161 2.8653271435759962 1.380484547466039 1.7757640274940056 2.1286750547587872 1.2245845608413208 3.2351749865338197 3.3325417723972333 5.486251138150692 2.0849378225393629 6.7160938084125501 2.187682030722498 7.7561601325869542 1.2970665656030171 2.366396091878415 2.2634695433080196 1.8948695295257492
leaf_count=73 558 217 50 135 33 49 35 36 2130 39 46 19 13 18 37 13 47 10 16 14 36 38 20 28 60 60 7 82 66 49
internal_value=0.000478439 -0.00774885 0.00100064 0.0151684 0.000659867 0.00051754 0.00522084 0.00021198 0.000646642 -0.00700553 -0.00047963 -0.0129815 0.0130003 0.00747826 -0.00554502 6.71139e-05 -0.0164751 0.00926925 0.000192277 0.00782463 0.00409857 0.00944626 -0.0121819 0.000291077 -8.1071e-05 -0.00875224 -0.00404207 -0.0194009 0.00789698 -0.00451835
internal_weight=287.983 6.21357 4.56982 2.77365 281.769 279.3 17.0384 262.262 247.365 14.8971 10.5184 4.6085 11.0843 8.26645 4.20832 236.281 3.15625 5.9099 3.78123 14.9507 11.7155 8.81879 2.89673 233.124 222.25 13.6073 11.4196 3.66346 10.8744 4.15834
internal_count=4034 960 743 185 3074 3041 216 2825 2646 179 140 65 104 91 55 2542 60 75 65 181 167 74 93 2482 2339 209 149 89 143 115
is_linear=0
shrinkage=0.0287079


Tree=311
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 3 1 1 4 4 4 4 1 0 0 3 3 4 3 3 3 0 1 2 4 4 2 2 2
split_gain=2.82065 1.98663 2.38638 4.03403 2.88006 2.69115 3.31284 2.54049 3.36358 3.6217 2.76738 2.18043 2.19182 2.42248 4.74187 3.28294 2.11805 3.41946 3.44755 3.36059 2.99501 3.00599 4.56447 2.99383 2.96441 2.93873 2.85207 2.93994 2.88031 4.48453
threshold=107.57327517365 42.094663496250007 85.121961326250016 58.167480110400007 75.462331263550013 39.011793722550003 0.093325000000000033 64.407391431150018 62.154463517850012 39.577821550850011 41.975471476700008 41.218101594450012 40.844669808050007 71.397382570300024 96.163458868000006 97.39208423365001 1.0000000180025095e-35 0.08766000000000003 49.122847560300009 -0.15572 0.087475000000000011 0.08092000000000002 85.995710218650018 72.752365468100024 0.066710000000000019 48.226196960950006 43.384297312450009 0.13006000000000004 -0.13953999999999997 -0.087234999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 9 -4 11 12 13 -9 -15 -16 19 18 20 25 21 23 -23 -18 -25 -3 27 28 -19 -30
right_child=-2 16 7 5 -6 -7 -8 10 -10 -11 -12 -13 -14 14 15 -17 17 26 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.002660459531280386 -0.002631350370183346 -0.0018580212761497505 0.0018446646529918453 -0.0030401698663880899 0.0018836478558463378 -0.0033167365049362654 0.0006106549776763306 0.00044557934345985722 0.0015624810131191296 0.00019254243787422741 0.0021721145773656342 -0.00088518214993265254 0.0012618653480092228 -0.0030671647164638182 0.0010335081816189779 -0.00055272906163643333 0.0018407113296670431 0.00054315433186059381 -0.0028290014738980825 -0.0028332101492545055 0.0030173931778491076 -0.0029335134299945738 0.00034457174844566011 -0.003080855614038573 0.001607077573027009 0.00076960333825689536 0.00057418043706582015 0.0018605210391568455 -0.0032601613965163798 -0.00078165669093715573
leaf_weight=1.1484195871744329 2.3842241725651538 4.6129794169683027 10.549547247588633 2.5339873817283642 5.2217964977025986 3.7586699239909649 4.9636132437735796 60.436452375724912 24.412960406392813 59.268226515501738 4.5434106485918155 13.359523572959004 12.264525816775857 3.9465616755187503 12.426216468214987 30.228544599376619 14.526906388811769 6.1325966068543485 1.969915616326033 4.5681248414330176 3.4290557033382347 3.2686984748579588 23.322264025453478 1.8654860286042088 1.778242922388017 7.6149263354018331 13.544407070614396 2.5247984919697037 6.7170220091938999 18.491163899190727
leaf_count=114 649 160 42 111 22 117 34 320 131 278 22 140 66 80 50 414 109 34 154 155 9 116 222 76 8 42 114 16 79 150
internal_value=0.000185161 0.000203639 0.000333798 -0.000587667 0.00106444 -0.00152264 -0.000623226 0.000403978 0.000732424 0.00044218 0.000178406 0.000110125 0.00022158 0.000102383 -0.000342702 -9.06253e-05 -7.98165e-05 6.68712e-05 0.0005397 -0.000931946 0.000677404 0.000498145 -5.83874e-05 0.00131258 -0.000793011 -0.000221668 -0.00043339 -0.000836363 -0.00105362 -0.00144208
internal_weight=365.813 363.429 249.062 17.6265 6.37022 11.2563 7.4976 231.436 94.2307 69.8178 137.205 132.662 119.302 107.038 46.6013 42.6548 114.367 97.5706 50.1606 16.796 48.1907 44.7616 26.591 18.1706 3.64373 12.2279 47.41 33.8656 31.3408 25.2082
internal_count=4034 3385 1941 398 136 262 145 1543 451 320 1092 1070 930 864 544 464 1444 1087 694 357 540 531 338 193 84 202 393 279 263 229
is_linear=0
shrinkage=0.00259795


Tree=312
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 4 2 0 3 4 1 1 2 2 1 2 1 1 3 1 1 0 0 2 3 3 3 4 3 3
split_gain=3.5106 3.80916 4.21973 4.03063 3.79646 2.98647 3.00518 2.8738 2.31503 2.2435 3.45406 3.11177 2.5991 1.56741 2.23943 1.72474 1.49588 1.49364 1.45559 1.81408 2.7159 3.68214 2.04537 2.65185 2.15709 1.73585 2.07946 2.42254 1.66536 1.46319
threshold=70.171445662850019 96.039789794050009 71.096275259700022 70.776348742200014 85.705356740550016 43.89540535710001 -0.51146999999999998 97.878695155250014 0.076615000000000016 38.625745710700009 75.271450736300025 72.752365468100024 0.26941000000000009 -0.14429 75.408562100950022 -0.076484999999999984 70.389210771400016 72.187789260650007 0.10184000000000003 58.167480110400007 57.041016153700006 71.332859575200004 81.446839061900008 0.18145000000000003 0.093580000000000024 0.09062000000000002 -0.16320999999999999 37.828051409500013 0.087555000000000022 0.049900000000000007
decision_type=2 2 2 2 2 2 2 2 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 16 18 7 -7 13 17 11 -11 -9 -12 -3 15 -15 -2 -4 19 20 21 29 -21 24 25 26 -24 -28 -29 -1
right_child=1 5 8 -5 -6 6 -8 9 -10 10 12 -13 -14 14 -16 -17 -18 -19 -20 22 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00029016522330385858 -9.5694902116015077e-05 -0.0006764164499788787 0.0012165951740198693 0.0023448388625867522 0.00066945843425213615 0.0019778127423129735 -0.0034669911334668751 0.0029135573511189046 -0.0034520663479773069 -0.0037452811936423362 0.00044279215555800898 -0.0020599903917688195 -0.0039158452063746164 -0.00065908300446516747 0.0024701016867394493 0.0012160729084744698 -0.0027601443058627314 -0.0033612422122999298 0.0006570319197395009 -0.0034375857737510801 0.0019523685368565049 -0.0035597254137074183 0.00091905538705701784 0.0030368483440558727 -0.0036955421301057001 0.0011018525579715719 0.0015238560650068496 -0.0039881502413783619 -0.00064173514559786465 0.0028670119089819102
leaf_weight=6.2050398809369671 4.2918835673481244 5.0133747905492774 2.0006417632102962 4.3467082548886538 192.28283718135208 1.2546450481750069 3.9457990699447683 1.3469760045409191 8.328316690400241 2.0819000340998164 39.547256607445888 9.6084376403596234 1.3279276317916799 6.639815770089629 8.863532427698372 15.041096311062576 3.6714348099194467 1.0058227628469465 11.98656748048961 3.1309025129303363 5.5289937034249297 3.024234919808805 2.9141780510544812 1.580291824415325 2.5783533770591012 3.8781807627528897 1.4091681055724636 4.3508874196559191 2.056719415821135 1.7722307043150065
leaf_count=170 39 35 15 19 1041 18 404 3 266 29 569 420 36 42 28 55 78 62 81 194 42 103 24 10 26 28 11 136 37 13
internal_value=0.000262208 -0.0001706 -0.00127084 -2.86003e-05 0.000473202 0.000104194 -0.00215339 0.000235416 -0.00261997 -0.000210616 0.000105081 -0.00144849 0.000301191 0.000911686 0.00117235 0.000641803 -0.00132412 -0.000314936 -0.000275307 -0.000566116 0.000200218 -0.000680355 -0.00114459 -0.000762068 -0.00111136 -0.000655276 -0.0012903 -0.00211398 -0.00291401 0.000411233
internal_weight=361.014 118.316 23.6448 12.31 242.699 94.6708 5.20044 89.4703 11.3348 53.9125 42.9571 10.9554 40.8752 35.5578 30.5444 21.6809 7.96332 3.00646 50.4157 38.4292 16.5305 11.0015 21.8987 18.7678 17.1875 14.6091 10.731 7.81677 6.40761 7.97727
internal_count=4034 2118 479 136 1916 1639 422 1217 343 1057 634 423 605 160 125 97 117 77 875 794 328 286 466 272 262 236 208 184 173 183
is_linear=0
shrinkage=0.00306446


Tree=313
num_leaves=31
num_cat=0
split_feature=3 2 2 4 4 1 4 2 2 3 4 1 4 1 0 2 2 1 4 3 0 0 3 4 4 2 1 2 0 2
split_gain=0.521723 1.57674 1.71891 1.36622 3.4982 0.818648 0.568673 0.905845 1.42481 1.31107 0.696261 1.25992 2.04794 0.903536 3.9052 1.22422 1.78979 1.61966 1.51374 1.0472 1.02999 0.84259 2.38423 0.798213 2.18391 2.03604 2.64179 1.81147 1.58596 2.68472
threshold=-0.27453499999999997 -0.031449999999999999 -0.23349 48.96897326980001 48.86568841230001 58.167480110400007 32.724174661450007 -0.10623499999999998 -0.092710000000000001 0.076835000000000028 35.419594101850009 73.553525990900013 33.151194885250007 61.622148808000013 82.602876058000007 -0.23375499999999999 -0.23349 58.167480110400007 43.572676689450006 0.092260000000000023 78.626646483100004 71.440397900400015 0.10184000000000003 37.038444968100009 37.828051409500013 -0.041369999999999997 65.611820673600008 -0.59502499999999992 93.953546284800012 -0.046635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 7 -2 -9 -10 11 -8 -13 14 15 18 -17 20 -12 -16 21 -18 -23 25 28 26 -15 -28 -25 -30
right_child=6 -3 5 -5 -6 -7 10 8 9 -11 13 12 -14 23 19 16 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.037235155547317975 -0.037499120236338231 -0.039517521490676479 0.028988276696244909 -0.045422914013155027 0.034795796405247131 0.0007563093561405638 0.010736207095790925 0.026897750515191644 0.012184576177121875 -0.040956807895308998 -0.0095878274616710921 0.023720345802900052 -0.032916123536987148 0.0029470234429780232 -0.046278519950241882 -0.032507994671162707 0.014375907779605644 -0.022569819144830545 0.02753158679230671 -0.016796985186164029 0.030966907879250952 -0.032022360944012465 0.032038169368312309 0.023927160642780228 0.00077396242310305173 0.0076413996241691037 0.013462067232735735 -0.036190555165507211 -0.032485630157425192 0.01545453074795318
leaf_weight=1.1585442950017757 0.76610123112914186 0.99244869477115472 1.3432832733960824 0.91309427469968785 0.96033042669296254 1.9774161925888618 11.388997026486321 0.82614545436808917 0.61992322362493568 0.86753567482810467 1.2979219189146545 0.77703583874972482 1.3807439137890467 3.7553373575210554 1.7807217901572578 1.4403554648160932 2.167620800784789 1.6572549790143964 2.510590085410513 1.9834644803777335 1.2679655551910398 1.3549517253413799 0.67931970953941334 5.6124853007495386 225.6747490161506 5.4552863424178204 0.67292180168442328 3.824040360021173 1.2801416058209723 3.1442270672414452
leaf_count=77 64 78 23 8 2 42 84 10 25 52 21 9 86 43 31 24 64 32 34 17 5 69 2 31 2853 49 7 106 64 22
internal_value=0.000537748 -0.00680488 -0.00169433 -0.0168862 -0.00458881 0.0121767 0.000728872 -0.0111974 -0.00248812 -0.0188093 0.000860469 0.00703174 -0.0125208 0.000545658 -0.00585336 0.00171713 -0.00413484 0.00159924 0.0148815 -0.0307438 0.00892197 0.00226967 -0.0106301 0.000959745 0.00134046 -0.00558684 -0.0143315 -0.0287606 0.0140778 0.00158358
internal_weight=289.531 7.34512 6.35267 3.03197 2.11887 3.3207 282.186 3.07971 2.3136 1.48746 279.106 13.5468 2.15778 265.559 16.1402 12.376 8.56747 7.12711 3.80851 3.76419 5.46986 4.20189 2.03427 249.419 235.712 13.7076 8.2523 4.49696 10.0369 4.42437
internal_count=4034 230 152 87 79 65 3804 151 87 77 3653 179 95 3474 299 251 196 172 55 48 140 135 71 3175 2970 205 156 113 117 86
is_linear=0
shrinkage=0.0279068


Tree=314
num_leaves=31
num_cat=0
split_feature=0 1 4 1 1 1 0 4 2 2 0 2 4 2 2 4 4 2 2 1 4 0 4 4 2 2 0 0 2 2
split_gain=0.463963 1.32074 1.29806 0.931597 2.48723 1.49467 2.58244 1.11346 0.975682 2.1073 0.923168 1.30312 0.89908 1.66596 1.36237 0.768932 2.68358 2.14345 1.23786 0.740635 1.98911 1.91123 1.64627 2.55262 2.10006 1.84609 2.34679 5.77519 2.2037 1.64393
threshold=85.667718326750006 61.853356207250009 35.171584490050009 58.167480110400007 60.613977009100005 57.041016153700006 71.332859575200004 39.525197829750006 -0.23349 -0.23375499999999999 71.131225215400022 0.11704500000000002 44.756878345700009 -0.083064999999999986 -0.053159999999999992 44.421469061800003 47.709122305950011 -0.16276499999999997 0.04932000000000001 64.665483411650015 38.625745710700009 89.705782438650019 40.241071441700008 40.563919884450009 -0.056724999999999998 -0.0034049999999999996 85.812895065800021 85.995710218650018 -0.14831999999999998 -0.032369999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 8 -6 9 -4 11 -10 13 -3 -15 19 -17 -18 -19 20 -2 22 24 -24 -22 26 -25 -28 -29 -30
right_child=15 12 3 4 7 -7 -8 -9 10 -11 -12 -13 -14 14 -16 16 17 18 -20 -21 21 -23 23 25 -26 -27 27 28 29 -31
leaf_value=0.019256099307010475 0.019232947590293526 -0.031102063799895219 0.011548575107532502 -0.032277131090281269 0.010291197647115915 0.014704627310781863 -0.030550365492140699 -0.012290709577302196 -0.034723482418595852 -0.031650830923539292 0.027488450085979742 0.030150287959362553 0.0093172600928078907 0.006160500500695964 -0.023365694177995808 -0.025226555416732872 0.015971689207697735 -0.030625422847683641 0.0079479487819655702 -0.0001894337819885931 -0.015327278890751408 0.02196968089400865 0.016616104391759041 0.013026517883586632 0.0045549949854450473 -0.013809096307399227 -0.027587683088358156 0.020164143676476155 -0.0011232937723137533 0.012375238720762696
leaf_weight=2.4865095556597252 5.1396991088986388 2.8916147914715111 2.1719070248072971 2.309431969188152 3.6441538166254759 5.0765344789251676 2.0157341645099223 2.840577395632863 0.50532227382064054 1.331685312092304 1.8658877611160278 0.41004599910229445 1.3149476384278385 2.9807550958357751 1.8524619673844407 3.5900959743885306 4.0753398223314434 1.5619481338362677 0.99608239426743228 132.55590327925165 8.9295847788453084 3.3931472674012175 8.7958873584866506 12.546661471948026 6.8732836842536917 5.5299923215061417 5.0211022924631825 4.8248553350567667 41.553985264152274 7.8403294086456574
leaf_count=81 34 182 51 62 24 34 101 21 91 22 5 2 58 41 67 228 50 228 35 1952 44 34 42 64 32 40 53 25 280 51
internal_value=0.000470895 -0.00250963 0.000731455 -0.00134608 -0.00818177 0.00314772 -0.00392034 0.000399399 0.00462068 -0.00487115 0.0165777 -0.0056628 -0.0113503 -0.0148685 -0.00515622 0.00086752 -0.00639648 0.00379468 -0.0156052 0.00117312 0.00280841 0.0020068 0.00134216 0.00281428 -0.0066797 0.00124413 0.00240373 0.000153901 0.00272298 0.00101932
internal_weight=286.925 33.6976 24.6578 22.1713 8.79416 13.3771 8.30058 6.48473 6.28485 3.50359 2.78126 0.915368 9.03978 7.72483 4.83322 253.228 10.2235 6.63337 2.55803 243.004 110.449 105.309 101.916 86.1128 15.8029 77.3169 71.7869 59.2403 54.2192 49.3943
internal_count=4034 842 494 413 107 306 272 45 171 73 98 93 348 290 108 3192 541 313 263 2651 699 665 631 555 76 513 473 409 356 331
is_linear=0
shrinkage=0.0270383


Tree=315
num_leaves=31
num_cat=0
split_feature=3 2 3 4 1 3 2 3 0 3 1 3 4 4 2 1 4 4 3 2 4 0 2 0 4 2 1 2 3 4
split_gain=0.497093 1.46765 1.6937 1.6418 1.19279 1.33497 1.1031 0.937357 0.983199 1.4259 2.07211 1.39549 1.52919 1.50031 1.09447 1.08305 1.3731 2.22324 3.14957 2.09956 1.58013 1.5284 1.14935 0.925152 2.67671 3.33674 2.17535 1.44337 1.79303 1.14562
threshold=-0.23921499999999998 -0.23349 -0.65607499999999985 49.122847560300009 71.015621515800021 -0.24663499999999999 -0.074999999999999997 -0.15572 85.705356740550016 0.10184000000000003 61.982402197500001 0.11531000000000002 39.664548207900005 39.577821550850011 -0.59502499999999992 61.977025281250008 37.999598532650005 41.32819714970001 1.0000000180025095e-35 -0.116995 41.685324604100011 83.503509531750026 -0.26894999999999997 86.135510041400025 42.066503896600004 -0.097294999999999993 62.079186690200011 -0.091179999999999997 0.097450000000000023 42.456897412850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -2 9 10 15 13 -13 -11 -12 16 21 -18 -19 -20 -21 22 -9 24 26 -26 27 -10 -29 -27
right_child=7 3 -4 -5 -6 -7 -8 8 23 11 14 12 -14 -15 -16 -17 17 18 19 20 -22 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=0.023463938334680516 0.012465213638234565 -0.0053611143201512173 -0.021168099656471727 0.026361606870413851 -0.023305970516189274 -0.017655600481605357 0.0081744312252441231 0.022731634889862001 0.0134346930324876 -0.0018705047631854936 0.010112662560345599 0.0072210123808448016 -0.026277871440504134 0.018457303387700658 -0.024115284106876682 0.016378647838808283 -0.024433301858706 -0.026686909535789213 0.020850492570912153 0.015667367528539734 -0.016695266346407472 0.023549348857603326 -0.014794941157473604 0.00035020281758724712 0.0067753195717351585 -0.0031949849788737083 0.021237536135846943 0.0089649882709822784 -0.0064744696281163021 -0.027391973767705222
leaf_weight=0.45283108588773791 3.0513464756077147 4.8322021500789534 3.1117805208195959 1.0148786347708654 1.1274464400194109 1.766230753622948 6.6540840339148426 0.50834644236601922 6.2269928306341198 3.2397265285253507 0.49219152331352223 1.2301198691129687 1.3064309405162928 3.5245517413131893 3.6954499199055126 1.237292222678662 2.9540882278233749 1.8509152192855252 2.4260188341140747 1.0553366765379908 2.0917907529510558 1.4905551522970197 1.496647396823396 199.61333859415026 4.5656254515051842 1.3249274007976035 4.5910194218158713 6.7431750893592852 7.2648509815335274 2.9029157999902964
leaf_count=5 67 65 149 12 115 16 88 5 19 19 2 14 29 22 252 4 55 90 16 5 56 8 80 2666 25 14 28 27 34 47
internal_value=0.000341895 -0.0030309 -0.0154983 -0.000144133 -0.0020148 -0.000203471 0.00248012 0.000583308 0.000444839 -0.00332845 -0.00667085 0.00360681 -0.0100323 0.00872137 -0.0200923 -0.00295141 -0.00467532 -0.00861216 -0.00231681 0.00577681 -0.005843 0.00701302 -0.00528045 0.000907527 0.0042166 -0.00600629 0.00783758 0.00479734 0.000957767 -0.0198091
internal_weight=283.843 18.9595 3.56461 15.3948 14.38 13.2525 11.4863 264.884 261.832 28.5995 19.2986 9.30083 2.53655 6.76428 4.18764 15.111 13.8737 10.3781 7.42406 5.57315 3.14713 3.49555 2.00499 233.233 33.6195 8.79347 24.826 20.235 14.008 4.22784
internal_count=4034 450 154 296 284 169 153 3584 3517 657 573 84 43 41 254 319 315 222 167 77 61 93 85 2860 194 86 108 80 61 61
is_linear=0
shrinkage=0.0215623


Tree=316
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 3 4 4 0 3 0 3 2 2 4 4 4 2 3 0 3 2 3 0 4 3 1 4
split_gain=2.35691 3.40562 2.3383 2.17948 1.99118 3.81152 3.32202 2.49039 1.97664 2.58545 2.25333 1.80062 1.72123 2.96038 2.72544 2.54221 2.89365 2.31104 2.97846 1.88889 1.7007 1.98425 1.66603 2.37904 1.65711 1.36475 1.30124 1.27651 1.25036 1.33113
threshold=70.171445662850019 94.773526014550015 85.995710218650018 107.57327517365 -0.054619999999999995 -0.068964999999999985 0.22598000000000004 0.083495000000000028 39.110279783550006 42.360359531950003 94.203572890950014 0.097015000000000032 96.039789794050009 0.089850000000000027 -0.101395 -0.59502499999999992 39.184300550350009 38.334060527150008 35.050303764500008 -0.088224999999999984 0.41214500000000009 85.925810307250018 0.076615000000000016 -0.074999999999999997 0.098075000000000023 102.31465107045001 42.198888176300009 -0.10565499999999999 75.271450736300025 40.80591513400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 20 4 5 7 24 22 -2 10 -10 -8 14 28 -9 -15 17 18 -17 -18 21 -1 27 -24 25 26 -6 -3 -14 -30
right_child=1 3 -4 -5 6 -7 11 12 9 -11 -12 -13 13 15 -16 16 19 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.7135381862246821e-05 -0.0040199989244822914 -0.0031992457463453465 0.0006152554585681806 -0.0030530331724555586 0.0013317631069542119 -0.004073179880214715 -0.0034698269166969506 0.0010310634352679445 0.0025268863139722721 -0.0032536573552921955 -0.0014153209308731735 2.0457531416527195e-05 -5.5356558809679245e-05 0.001325151726655922 -0.0033764309243930497 0.0014159631006032958 -0.0028251500650419686 0.0025632016076718345 -0.0035991092609467365 -0.00028120357066796161 0.0019195604171382129 -0.0022851972807075051 -0.0035396633319062596 0.0022012915393147957 -0.00056634171372153342 0.0024672737382523892 -0.00017602800506556868 0.00093483739260580246 0.00013450304531123524 0.0024258987082823578
leaf_weight=67.449448975152336 2.5670324689708641 0.88021206087432835 157.41235470073298 2.0015084719634606 17.588316358625896 2.2594286762177935 2.4876676390413186 2.241114990785718 2.249973639380185 2.9723825249820948 3.1191611960530281 2.8695384450256824 4.1082055680453804 6.6792658725753382 2.9032769147306672 2.395084800198684 6.6336118816398058 3.1466017696075141 1.9261518085841087 4.3609844148159036 3.8312300350517026 3.6664011050015679 4.3223840317223221 0.76605677045881737 5.6405791407451025 6.1660268959822124 7.3021388987544915 2.8648559129796904 3.0378151547629377 9.2291540270671231
leaf_count=979 49 55 893 649 75 55 82 32 20 186 54 23 23 36 61 21 80 14 48 30 15 29 196 6 58 49 67 61 45 43
internal_value=0.000234597 -0.000121673 0.000407424 4.91603e-05 0.00011137 -0.000250512 0.000608352 -9.48748e-05 -0.00171606 -0.00100705 0.000236689 -0.00160029 0.000181869 0.000384861 -0.00145634 -0.000262191 -0.000836454 0.000605837 -0.00081946 -0.0018161 -2.90864e-05 -0.000134066 -0.00155672 -0.00267537 0.000930779 0.00120269 0.000889421 -3.68058e-05 0.00137832 0.00185845
internal_weight=345.078 112.719 232.359 101.81 99.8085 57.7542 42.0543 55.4948 10.9085 8.34152 5.36913 5.35721 46.6613 41.5169 5.14439 25.1417 18.4624 7.46784 4.32124 10.9946 74.9471 71.1159 8.83351 5.08844 36.6971 31.0565 24.8905 3.74507 16.3752 12.267
internal_count=4034 2118 1916 1809 1160 806 354 751 309 260 74 105 433 340 93 229 193 83 69 110 1023 1008 318 202 249 191 142 116 111 88
is_linear=0
shrinkage=0.0030025


Tree=317
num_leaves=31
num_cat=0
split_feature=2 0 2 3 3 2 3 2 1 0 2 3 0 1 4 3 2 1 2 4 4 3 0 3 0 0 0 4 2 2
split_gain=0.490927 0.564606 0.481681 1.54216 1.57243 1.59004 2.28874 0.866635 0.759613 0.690656 1.19431 1.57878 1.14369 1.0786 1.00322 1.62526 3.8 0.876228 1.55795 0.845171 2.43304 1.69224 1.67646 1.31355 1.82572 3.47434 1.35267 1.1999 2.06083 3.5292
threshold=0.36215000000000008 88.17067284620002 0.20167500000000002 0.11278000000000003 0.072205000000000033 0.22598000000000004 0.09551500000000003 0.17076500000000003 63.705703859100005 102.70985441565001 -0.086139999999999994 0.090735000000000024 105.33378955095002 80.677940036650014 34.654301448200009 0.094375000000000028 -0.11347 81.320481529800006 -0.11963999999999998 40.241071441700008 40.563919884450009 0.12201500000000003 98.911063077300014 -0.13658499999999998 85.812895065800021 85.334349518600007 86.20003303655001 40.80591513400001 -0.044409999999999998 -0.088224999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 -6 -7 9 -9 13 -11 12 -12 14 15 16 -1 -15 -19 21 -21 22 23 -16 25 -25 -26 28 29 -22
right_child=1 -3 3 -5 5 6 -8 8 -10 10 11 -13 -14 17 19 -17 -18 18 -20 20 27 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.033308197505735729 0.0024441081420317028 -0.028112483900792878 0.017579977837505954 0.021287901540017612 0.0093972851227759023 -0.03023493846713245 0.0014925330598109328 -0.0019896891627598124 -0.023253988889465921 -0.025979391708830495 0.016542290982371439 -0.02921892420943082 -0.025400182296488959 0.016949717652281513 -0.015137534865192681 0.018925902817064744 0.016208520061479319 0.011845898410973046 -0.019786685942955774 0.010907468279494523 -0.004214569605987724 -0.017740950526460447 -0.017701165745945002 -0.0026183057145592326 0.013072251746118639 -0.048262179405105562 0.00053106584324667588 0.0006044071885567896 0.0089036825371985127 -0.047263437389492832
leaf_weight=1.5777306723757645 0.715815377421676 0.80881901225075126 2.7512332508340469 2.8963070660829535 3.4944184444611874 2.4802866308018565 3.3649180084466934 2.5285130217671385 1.8102752295089883 1.6803507873264605 2.2585032044444233 0.90294714490300965 0.4983659793215337 4.5075820349156839 3.5844743023626497 4.5862655527889729 2.5403403951786441 2.9087021891027689 1.472878808272071 14.239729722030459 3.7191234035417438 4.1591999090742311 3.7040222133509806 4.8507558999117455 6.0415951162576667 1.3356271907687185 50.929043888580054 142.09478952363133 2.636770361568777 1.7627580128610132
leaf_count=92 12 97 26 14 25 71 29 19 29 519 18 81 251 19 48 38 22 70 30 93 81 51 72 101 24 13 366 1696 13 14
internal_value=0.000415494 -0.0137662 0.000492353 0.00486362 0.000929265 -0.00397564 -0.0119703 0.000246369 -0.0108618 0.00043033 -0.00848951 -0.000459289 0.00896025 0.000615925 0.000308211 0.00866499 -0.00276251 0.00919266 0.00121253 3.93245e-06 0.00100753 -0.00220832 -0.00129125 -0.000380531 0.000457002 -0.0124727 0.00186103 6.90456e-05 -0.009301 -0.0180574
internal_weight=282.842 1.52463 281.318 14.9872 12.0909 9.33962 5.8452 266.33 4.33879 261.992 5.34017 3.65982 2.75687 256.651 247.762 8.70434 4.11807 8.88916 4.38158 239.058 164.453 74.6047 70.4455 66.7415 63.157 6.18638 56.9706 150.213 8.11865 5.48188
internal_count=4034 109 3925 165 151 125 100 3760 48 3712 869 350 269 2843 2724 152 114 119 100 2572 1897 675 624 552 504 114 390 1804 108 95
is_linear=0
shrinkage=0.0250597


Tree=318
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 2 0 0 3 0 4 2 2 2 2 2 4 1 2 2 2 1 1 3 4 0 0 4 0 3
split_gain=2.32406 3.39702 3.4193 2.61918 2.25452 2.74144 2.00392 4.70099 2.54259 2.07172 2.76651 2.99761 2.83241 4.02073 2.44325 3.59765 2.09384 2.0021 2.36302 4.06272 2.34596 2.2659 2.74369 2.82738 2.248 1.86447 2.30017 1.81381 3.68725 3.86034
threshold=66.590419433100024 90.297243227400017 89.953120586650016 85.995710218650018 43.680097826700013 -0.62218499999999988 91.937202686950016 90.767723400200012 0.12535000000000004 93.953546284800012 38.244973486750006 0.22598000000000004 0.059320000000000012 -0.0034049999999999996 -0.056724999999999998 -0.068964999999999985 37.828051409500013 75.408562100950022 -0.117885 -0.079634999999999997 -0.095854999999999996 75.634392583900009 75.806453904250006 0.082535000000000011 38.969453495950006 102.11570516885001 94.940210418650011 36.257608591500009 93.692765846100016 0.086555000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -2 9 27 16 12 13 14 15 17 25 18 -12 20 -20 -19 -23 24 -24 26 -11 -8 29 -29
right_child=4 -3 -4 -5 5 -7 8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 21 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.8655630849341773e-05 0.00048574304111175431 0.0020296360266607969 -0.0031252591345034284 0.00070555411067537875 0.0032700655541276018 -0.0014912970535929928 0.0026294334480911471 -0.0042605785973734017 -0.0027431996471520958 -0.0028561262211907962 0.00085142214817939715 -0.0023845287170886549 0.001582217658625348 -0.0036051167389901232 0.0015628872449343404 -0.0042466685504241519 -0.0038203107131073257 0.0024102003804374415 -0.00076321087758850117 0.0015314233307692994 -0.0037788880312323529 -0.0049262114808553345 0.0028819377104731844 0.00087690117390112259 -0.0036317300845730718 -0.0033511788808752601 0.00024236664947724953 0.0015514399750198925 0.0022185483022853121 -0.0021464840062943515
leaf_weight=80.181217414792627 4.9098822921514493 11.93046449869871 2.5913711413741103 110.2358851917088 1.2166796973906446 14.756952670635654 5.2536732256412533 3.2063490678556263 2.723397775553166 2.672926998697231 6.9120347686111954 3.717124657239764 15.605871343985198 2.5649833471980008 11.443047276698051 1.7858098555589155 2.1326189828105262 5.5910140126943615 4.5210178792476654 3.3595789000391791 5.105426236987114 0.91404938325286167 0.62005162704736294 19.905016402131878 2.3938980081584305 2.0672119420487425 13.347089500632135 4.6036269702017325 7.618900202214717 6.1020429003983736
leaf_count=1020 42 64 20 566 8 683 19 50 69 32 40 75 86 89 67 33 58 21 49 17 82 8 8 218 137 259 124 19 30 41
internal_value=0.00023778 0.000450853 0.000353263 0.000400602 -4.38519e-05 -0.00112863 8.07406e-05 -0.00138931 0.000171846 0.000233754 4.9824e-05 0.000292385 0.000415654 0.000136071 0.000289484 4.36889e-06 -0.000963123 0.000158287 -0.000588667 -0.00135518 -0.00236259 0.000663415 0.000253635 0.000460217 -0.00229169 -0.000626239 -0.000274614 0.00105018 0.000597406 -0.000556311
internal_weight=359.989 204.939 193.008 190.417 155.05 15.9736 139.077 8.11623 130.96 128.237 104.659 84.4389 80.7218 65.1159 62.5509 51.1079 20.2198 49.3221 19.8981 12.986 9.62644 29.424 23.833 22.919 3.01395 18.0872 16.02 23.5782 18.3246 10.7057
internal_count=4034 1670 1606 1586 2364 691 1673 92 1581 1512 1403 930 855 769 680 613 473 580 188 148 131 392 371 363 145 415 156 109 90 60
is_linear=0
shrinkage=0.00304878


Tree=319
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 3 3 2 3 3 4 4 0 3 4 4 3 4 1 3 0 2 4 4 3 3 4 0 1
split_gain=2.60597 3.78752 2.90174 2.03101 2.87248 3.1334 2.20458 2.18914 2.41567 1.9114 1.87864 1.7261 2.48814 1.99303 1.68437 2.14885 1.88394 1.63837 1.60383 2.01032 2.0383 1.44739 2.27835 1.65968 2.86644 3.04782 3.42362 1.88897 2.09504 1.81705
threshold=70.171445662850019 94.773526014550015 85.705356740550016 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.076615000000000016 -0.074999999999999997 -0.10565499999999999 0.084090000000000012 39.110279783550006 42.360359531950003 94.203572890950014 0.098075000000000023 40.377444152000002 36.491284729650012 0.097015000000000032 42.558389508100007 70.389210771400016 0.081280000000000019 96.163458868000006 -0.099639999999999992 41.827117825850003 41.147265497500008 0.087715000000000029 0.09450500000000002 40.890797847750008 96.851704149400021 75.408562100950022
decision_type=2 2 2 2 2 2 2 2 2 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 -1 4 5 6 7 9 -9 -3 -8 -2 13 -13 16 -16 -6 -5 -18 -20 -21 22 -12 24 25 -23 -27 28 -28 -25
right_child=1 3 -4 17 14 -7 10 8 -10 -11 21 12 -14 -15 15 -17 18 -19 19 20 -22 23 -24 29 -26 26 27 -29 -30 -31
leaf_value=-0.00025476802233301553 -0.0043306994733295877 -0.0034780642567317221 0.00064823524959856658 -0.0037720000708716429 -0.0024123495212747537 -0.0042921357454300717 0.0031808762080862917 -0.0037516705931465166 0.0026198788329837384 0.0015886085630605227 0.00082610483255280689 0.0025584336762801709 -0.0034874657881450344 -0.0015753740992324585 0.0005027971336037416 -0.0039893655734718342 0.0017270973847625186 -0.00018616508702854728 0.0050091167403500305 0.00060448107268906487 -0.0037525119873490858 -0.0048321112140662474 -0.0036241124059322974 -0.00076023827418674633 -0.0034898076342616104 0.0017119802882496634 0.0014885768371825576 0.0022749758643283526 -0.002546909049174156 0.0018929166174465879
leaf_weight=46.945937790209427 2.5082769128493956 1.068505377275869 188.20696656219661 2.5446869002189478 1.4700265313149454 1.9923767710570235 2.0765783900860688 4.7295889713568613 0.72452090238220979 2.9750538931693864 2.1903801821172237 2.1312127676792425 3.2148535025771707 2.9168680682778358 3.978216402581892 1.5673006274155339 23.804982336820107 2.8544898121617734 0.6891363263130178 3.2593137244693935 1.7383602370973674 1.2372953313170061 2.7268513017334035 3.7955605844035736 2.6193298612488425 10.370140893384816 1.7487286403775195 1.5548148141242562 6.0842877752147615 9.6673895043786597
leaf_count=875 49 103 1041 123 46 63 14 339 8 93 32 20 186 54 38 32 178 38 1 63 103 50 64 24 41 88 7 8 136 117
internal_value=0.000275912 -0.000141316 0.00046796 6.07477e-05 0.000174336 -0.000290904 -0.000142087 -0.00156205 -0.00290528 0.000249747 0.000163924 -0.00196978 -0.0012531 0.000169848 0.000882397 -0.000766799 0.00117778 -0.00187621 0.00135673 -0.000193616 -0.000911029 1.47406e-05 -0.00164176 0.000234426 -0.000284658 0.000115211 0.000425025 -0.000996593 -0.00164598 0.00114492
internal_weight=343.392 108.239 235.153 97.4679 92.0687 55.5614 53.569 9.49767 5.45411 4.04356 44.0714 10.7712 8.26293 5.04808 36.5073 5.54552 30.9618 5.39918 29.4918 5.68681 4.99767 41.9948 4.91723 37.0775 23.6146 20.9953 19.758 9.38783 7.83302 13.463
internal_count=4034 2118 1916 1809 1648 1187 1124 543 347 196 581 309 260 74 461 70 391 161 345 167 166 567 96 471 330 289 239 151 143 141
is_linear=0
shrinkage=0.00324939


Tree=320
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 4 3 0 2 2 3 2 3 2 3 1 4 0 2 2 1 2 1 2 3 4 2 2 3 3
split_gain=3.53467 3.70163 3.4816 2.9982 2.34268 2.12124 2.88799 2.87181 2.0827 3.61048 2.08421 2.83132 2.08424 2.73588 1.9062 1.93178 3.30574 2.9619 2.8392 4.5603 3.43467 2.67349 5.60497 2.9041 2.31539 1.86204 2.07113 1.91841 1.85364 1.84459
threshold=70.171445662850019 94.773526014550015 85.667718326750006 107.57327517365 61.87486387225001 39.110279783550006 0.087555000000000022 94.203572890950014 0.22598000000000004 -0.048954999999999992 0.083495000000000028 -0.068964999999999985 0.076615000000000016 -0.074999999999999997 0.084360000000000018 75.408562100950022 41.827117825850003 99.994511703900017 -0.099639999999999992 -0.076484999999999984 71.464594023550021 -0.10423499999999999 83.116371560950014 -0.08786999999999999 0.09450500000000002 35.171584490050009 0.18145000000000003 -0.11572 0.10608500000000003 0.075810000000000016
decision_type=2 2 2 2 2 2 2 2 2 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 8 25 -2 -7 -8 9 10 12 14 -3 -14 -12 18 21 -18 20 -20 -16 22 -17 -23 -22 -1 27 -27 29 -11
right_child=1 3 -4 -5 -6 6 7 -9 -10 28 11 -13 13 -15 15 16 17 -19 19 -21 24 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016621596801413296 -0.0034079233335444718 -0.00012546340168119398 0.00052872058265999349 -0.0025296472775196573 -0.0012105262396908062 -0.0026691798439827234 0.0023478088291971145 -0.0012902025765133107 -0.0013824989231228566 -0.00049276355072464797 0.0024638282376572588 -0.0024447555244624655 -0.0029513285068781623 0.0016860146696860258 0.00209354315012324 -0.0027438740966429878 0.0025518506558003706 -0.00015537412356448355 -0.0026800662165092442 0.0016933177549201123 0.00025898778993677833 0.001831671397916478 0.0013947532214233305 -0.001116936379804344 -0.0031099261988635635 9.6094103245630217e-05 0.0015719987525905873 -0.0013811832556747926 -0.00068939429547014018 0.0012521064206585627
leaf_weight=4.120907094096764 2.6579722296446553 6.2866541950497759 212.28341262089089 2.7753225577762342 11.406849938444791 3.4290492841973883 2.3154843021184206 3.1953902188688517 5.6257169786840668 4.3454156043007997 2.1467769294977108 2.7004503970965805 4.8310185002628714 0.94042150303721417 4.0215241536498088 5.3721375009044952 6.794603265821932 3.9567548129707575 6.2704678080044687 1.9291715938597898 3.5847924128174782 5.6765736215747893 3.2495583244599402 3.2501224409788936 1.9483737424015997 16.443444266915325 3.8392304051667443 8.1277432101778704 4.5258867689408353 27.304174915188923
leaf_count=82 49 132 1081 649 334 187 16 57 105 48 10 47 196 11 13 85 19 43 90 9 36 25 38 36 29 212 21 186 43 145
internal_value=0.000232206 -0.000121793 0.000396803 2.22026e-05 -0.000240547 -0.00145693 -0.000876868 0.000238368 8.98064e-05 0.000173357 -0.000186479 3.38001e-05 -0.00111635 -0.0021957 0.000172661 6.586e-05 0.00046938 0.00155553 -0.000577336 -0.00165112 0.000344161 -0.000196069 -0.00118401 0.000758112 -0.000927296 9.95682e-05 -0.000127084 -0.000392565 0.000799612 0.00101254
internal_weight=375.355 119.134 256.222 107.536 43.9382 11.5979 8.93992 5.51087 104.761 99.1349 62.9594 50.9013 12.0581 5.77144 48.2009 46.0541 28.2997 10.7514 17.7543 8.19964 9.55469 17.5484 8.6217 8.9267 5.53317 32.5313 28.4104 24.5712 36.1755 31.6496
internal_count=4034 2118 1916 1809 835 309 260 73 1160 1055 819 480 339 207 433 423 246 62 177 99 78 184 123 61 65 501 419 398 236 193
is_linear=0
shrinkage=0.00248748


Tree=321
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 2 3 3 0 1 2 4 2 1 2 4 0 4 4 1 0 3 4 4 3 4 3 4
split_gain=3.8581 3.783 3.18177 3.05393 2.3701 3.30764 4.44118 3.58097 2.03846 1.99376 1.92849 2.57286 1.92573 1.91284 1.89112 2.66127 1.90527 1.77062 1.97173 1.73318 1.9619 1.618 4.42536 1.57029 1.53221 2.06548 1.50327 3.84357 2.56885 3.70076
threshold=70.171445662850019 94.773526014550015 85.705356740550016 103.48144189910001 0.22598000000000004 0.048475000000000011 -0.016334999999999999 -0.037054999999999998 0.097015000000000032 0.10184000000000003 96.039789794050009 71.015621515800021 -0.16048499999999999 48.226196960950006 -0.14138499999999998 62.052302108850007 -0.13509999999999997 41.898943182100005 67.04476885710001 40.844669808050007 42.536568606950006 76.599549052750021 96.851704149400021 0.11531000000000002 42.402981339000007 40.890797847750008 0.082535000000000011 40.00488309970001 0.09450500000000002 41.827117825850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 9 4 5 6 7 10 -6 13 11 -3 -2 14 -1 16 -16 -18 -19 -5 24 22 -7 -11 25 -21 27 -12 -28 -30
right_child=1 3 -4 19 8 21 -8 -9 -10 23 26 -13 -14 -15 15 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0018951963277572389 0.00097958452075846644 0.0005683922197370283 0.00054712608745192254 -0.0026236971532334779 -0.0030459589320959652 0.0014736266273166771 -0.0032666586924321797 0.0019069599659895567 -4.7151615644802136e-06 0.0013027908112492438 0.00036756255719124186 -0.0022552980109177613 -0.0018889770650969049 0.00058196987070927085 0.0025585603491602104 -0.0028213080805065006 0.00024756398670094514 0.0030012665877803568 -0.0019021145205213971 0.0031282206977188906 -0.0026166613941141659 0.0017962706665675759 -0.0018187094255112824 -0.00063621475580333416 0.0026715392267062051 -0.0027326507952112459 0.00071322202143246909 -0.002994166572428771 -0.0012473928997477159 0.0012901371224510651
leaf_weight=6.9707052940502754 1.7124045505188394 3.2417132556438428 197.92044223519042 4.0066886562854034 2.6546982000581911 8.1496259123086947 2.5712240654975167 6.1588120856322339 2.8800806365907192 8.5775691960006935 5.9185136053711158 5.3779929131269455 10.229512643534688 8.6594586819410306 1.5745324715971971 2.5098992306739083 11.737530252896258 0.56859396118670602 5.3549343731720001 0.55774791305884752 1.6366618378087876 10.283157560043035 3.7302100742235771 3.7677163183689109 1.4349429109133778 1.1623053424991665 29.332873400300741 3.331731227459386 12.260450609028341 5.1012100875377646
leaf_count=369 35 32 1041 434 51 28 33 33 20 40 53 113 274 53 6 79 105 4 178 5 324 47 39 41 11 146 151 135 127 27
internal_value=0.000225498 -0.000139442 0.000404891 6.1136e-06 0.000129357 0.000221708 -3.45583e-05 8.29483e-05 -0.00146342 -0.000161294 -9.10444e-05 -0.00119336 -0.00147764 -0.00044942 -0.000760439 -0.000396683 -8.03131e-05 -0.000315576 -0.00143144 -0.00140854 -0.000392453 0.0010692 0.000439849 0.000711016 0.000761361 -0.000832193 7.87952e-05 -0.000843257 0.000261455 -0.000501815
internal_weight=369.374 121.733 247.641 109.791 100.992 95.4575 73.2945 70.7233 5.53478 49.7209 64.5645 8.61971 11.9419 37.3757 28.7162 21.7455 19.2356 17.6611 5.92353 8.79835 4.79166 22.163 11.8798 12.3453 3.155 1.72005 55.9448 9.25024 46.6945 17.3617
internal_count=4034 2118 1916 1809 889 818 704 671 71 875 638 145 309 794 741 372 293 287 182 920 486 114 67 81 162 151 493 188 305 154
is_linear=0
shrinkage=0.00250357


Tree=322
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 1 2 3 0 0 1 4 2 2 2 3 4 4 4 2 0 1 3 2 2 3 4 3 4 1
split_gain=4.83834 6.36335 4.45612 3.40421 3.05424 7.54705 2.66719 2.66034 2.56984 3.74991 5.26643 3.29649 2.68964 3.3767 2.62803 2.71175 3.50254 2.40467 2.74905 2.52417 2.39144 2.84516 3.75846 3.04498 3.42332 2.68842 2.3313 3.85557 2.19625 2.09414
threshold=66.964115113200009 90.297243227400017 89.953120586650016 85.732241321850012 38.625745710700009 64.02831883475001 -0.13953999999999997 0.13377000000000003 91.937202686950016 90.633300493650012 67.649671936450019 43.89540535710001 -0.059424999999999999 -0.016334999999999999 -0.59502499999999992 0.09450500000000002 35.050303764500008 48.86568841230001 49.122847560300009 -0.51146999999999998 93.953546284800012 71.504920895500007 0.090390000000000012 -0.068964999999999985 -0.14654999999999999 0.082535000000000011 41.092444989200011 0.10335500000000002 39.256147742250008 78.285212300550015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 9 10 -2 12 14 -14 28 20 -17 -13 -19 -20 -16 22 -22 24 -23 -26 -18 -28 29 -10
right_child=7 -3 -4 4 5 6 -8 -9 11 -11 -12 17 13 -15 15 16 26 18 19 -21 21 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00011032526762400137 0.0028620051665282811 0.0018951288867071427 -0.0027578372669678046 0.0015807341478013203 0.00061323300034936802 -0.00048604338639540696 -0.0037228781628177638 -0.0029500467470384918 -0.0033731175967807465 -0.0026332335305362387 -0.0030420179138839262 -0.002166575321570149 0.0013821319966502877 0.00013340061433700958 0.0013029590055541219 0.0013381803073390756 -0.0024847646759517798 0.0028634510619902059 0.0029088161592022992 -0.0025906210409933411 -0.0025263447780308791 -0.0016494640672084261 0.00035492133813357242 -0.0033159389282916333 -0.0017178211233985863 0.0010155938734860224 -0.002882366533147948 0.0017891402680113066 0.001679563856681473 0.0010171317135137814
leaf_weight=53.465318150003441 2.2845827043056475 17.600699998438358 2.6563056930899611 16.863478466868401 118.61591198295355 2.8836632706224918 3.1459551230072966 1.8768295570043836 1.1502711088396522 5.2122909729368985 1.4658455420285461 6.5722082010470313 18.891362058348022 39.679655659594573 6.5287466663867297 2.5943608173402017 8.6115115772699919 1.4737703895661978 0.64983998774550844 2.0471299801720311 6.4528261385858041 4.3447798698907674 4.571147670969367 1.4360980294877759 2.3896991506917429 19.313218112452887 1.875160458497702 2.3561762422323227 7.2727087549865246 1.4535701719578353
leaf_count=887 6 74 20 72 585 16 30 60 15 69 55 349 110 465 26 21 150 9 7 237 111 198 34 41 65 172 41 14 55 40
internal_value=0.000260594 0.000494415 0.00036967 0.000412278 0.00060973 0.000478361 -0.00217486 -7.37862e-05 -3.74654e-05 -0.00129936 0.000554432 4.35147e-05 0.00015133 0.000536164 -0.000169068 -0.000358957 -0.00123826 -0.00125033 0.00019349 -0.00126552 -5.75586e-05 -0.000288226 -0.00133161 0.000130285 0.000320288 0.000714619 -0.00175872 -0.000281086 0.000993611 -0.000922302
internal_weight=365.735 215.231 197.631 194.974 141.509 124.646 6.02962 150.504 148.627 8.96272 3.75043 139.664 128.921 58.571 70.3503 60.4737 15.4372 10.7429 4.17074 2.69697 45.0365 38.5078 11.024 27.4838 26.0477 21.7029 12.8428 4.23134 9.87655 2.60384
internal_count=4034 1684 1610 1590 703 631 46 2350 2290 130 61 2160 1558 575 983 873 226 602 253 244 647 621 145 476 435 237 205 55 110 55
is_linear=0
shrinkage=0.00243107


Tree=323
num_leaves=31
num_cat=0
split_feature=0 4 0 0 1 0 1 2 2 0 4 4 0 2 1 0 2 4 4 4 3 3 1 4 2 3 3 4 4 4
split_gain=3.14968 2.3919 3.12198 2.83949 2.55421 3.86877 3.11136 2.32995 3.5832 3.19998 2.80751 5.25665 2.70632 2.61467 3.32437 2.43703 2.27963 2.20744 4.56541 2.19036 2.17546 2.07942 1.86225 1.84915 2.58333 2.41384 1.85498 1.77046 4.95061 2.51979
threshold=107.57327517365 42.779078631750004 75.994645973400011 100.15850764985002 64.407391431150018 88.606203063300015 65.29995953045001 -0.10290999999999999 -0.098419999999999994 85.791387400750025 44.262924377150007 47.709122305950011 67.469545241750026 -0.095854999999999996 62.014663695050011 90.407470010750018 -0.60918499999999998 42.67709657435001 42.198888176300009 42.599563320500003 0.093580000000000024 0.093325000000000033 62.111448187750007 49.122847560300009 -0.2351 1.0000000180025095e-35 -0.23921499999999998 41.827117825850003 41.218101594450012 40.80591513400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 17 21 10 -9 12 -3 16 -10 -11 -15 -16 -12 18 -4 27 -20 -6 -19 25 -25 -13 -26 28 29 -8
right_child=-2 3 4 -5 6 -7 19 8 9 13 11 23 -14 14 15 -17 -18 22 20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0027072305737447606 -0.0031146065616851847 0.0017612893943226009 0.00069981269563818395 -0.0025508796571461008 -0.0049741891337904756 0.0027538290955385269 0.00016687012822458523 -0.0044100467744843811 0.0031910777426470806 0.0029939439389890508 0.0025791328830973826 3.9665408616827217e-05 -0.003427782153552425 0.0020173059183793913 -0.0018506611147821412 0.00028919608519147369 -0.0034427373768673442 0.00017114480795588332 -0.00016457106341769847 -0.0022530230201669586 -0.0029239610138661028 -0.00052061929675037443 0.0030566700647584187 0.0031215658417285191 0.00031966586718592058 0.0029801451258604931 -0.0035738160234602295 0.0010758641979951504 -0.001994031817521673 0.0015830998308577714
leaf_weight=2.9708824842236927 2.5621773990569627 11.444857474882154 107.76709168683738 4.5344441027846178 1.7654658136889332 8.5182616151869279 100.46690107183531 2.1741280034184447 0.66634707152843375 2.5937199257314196 0.67238016240298737 5.1676610633730906 4.4667728496715426 4.9211693666875425 10.114385345485063 9.871111181098966 4.8200658964924541 3.207015145570038 6.0738552715629321 3.2116178916767231 4.8020459618419409 2.2233669646084309 6.0783312916755676 1.3483477309346206 2.2134857308119544 5.3161290436983109 2.3874180130660507 23.469482406042516 9.2801471631973964 13.360434469766913
leaf_count=261 649 101 550 213 31 51 843 36 4 10 4 34 162 17 86 104 209 19 47 35 48 18 55 5 15 16 82 152 106 71
internal_value=0.000270428 0.000294131 0.000417488 -0.000203273 0.000449474 0.000754598 0.000178737 -4.71358e-05 -0.00060169 -0.000347968 0.000531304 -0.000110735 -0.00256857 6.65206e-05 -0.000238334 -0.000793756 -0.00270555 0.000621477 0.00050889 0.000249852 -0.00138293 -0.00249178 0.00206005 0.000756534 -0.000607751 0.00153073 -0.00170067 0.000304692 0.000157675 0.000333099
internal_weight=368.469 365.907 293.195 72.7124 290.224 136.447 153.777 68.178 34.8076 32.6335 33.3703 21.9255 5.13312 27.5004 24.9067 19.9855 5.49245 127.928 118.643 149.789 10.8759 3.98883 9.28535 16.433 5.94925 10.4838 4.6009 146.577 123.107 113.827
internal_count=4034 3385 2287 1098 2026 770 1256 885 419 383 466 365 166 217 207 190 213 719 645 1207 95 49 74 152 102 50 97 1172 1020 914
is_linear=0
shrinkage=0.00306373


Tree=324
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 0 0 4 2 0 0 0 0 3 3 1 0 1 4 1 0 2 4 0 3 3 1 0 3 4
split_gain=0.553672 1.42221 1.69882 0.710216 0.702305 1.1475 0.661503 0.534889 1.45743 2.3391 2.63505 1.66388 1.59735 1.93566 2.01244 1.9698 1.82941 1.47502 1.49685 2.09967 1.99633 1.88737 1.51198 1.42459 1.37578 2.38083 2.94985 2.9073 1.58711 1.47665
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 102.64264296240002 105.33378955095002 104.91170162450001 103.48144189910001 42.094663496250007 -0.11572 86.20003303655001 86.89903215050002 86.643628628100018 85.812895065800021 0.087555000000000022 0.088435000000000027 62.079186690200011 67.04476885710001 80.468240302450013 43.631818398850008 64.94239459915002 95.620390325650007 -0.08786999999999999 42.622319549950006 96.531777631850005 0.076130000000000017 0.093905000000000016 71.246828915000023 94.300357383600002 -0.15572 47.709122305950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 5 6 -2 -1 24 12 11 -11 13 16 -15 -16 -10 18 21 -20 -21 22 -12 -22 28 27 -27 -26 -9 -29
right_child=1 -3 -4 -5 -6 -7 -8 8 9 10 17 -13 -14 14 15 -17 -18 -19 19 20 23 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.001768225491824161 0.0030203830718906689 -0.033322133936237723 0.031728140894816487 0.016846076798044691 -0.030621836551583924 0.034225762909400333 -0.034373292130659032 0.0020669470500818228 0.033362005633564083 0.0013787075161466281 -0.0080362823481488696 0.024617425391694838 -0.029172874389041835 0.036614018760343175 -0.033913590998260426 0.0098627899596750515 -0.033854396202181808 0.012659396207483809 0.026977513164220875 -0.035279098353921484 0.026438898294468528 -0.0067288490601388039 -0.043096373246090454 -0.0094683971721418198 0.020902212378921571 -0.033341042983506132 0.012783848760952902 -0.033599714804298998 -0.02657188419313472 0.0072282321117460363
leaf_weight=196.51489175850293 0.96835787571035303 1.540021275199251 1.1730845541460437 2.5804957970976821 1.0831632488698231 0.61887200083583582 0.78453401016304269 6.6655915857991204 0.42486914666369413 6.1894729994237405 1.9042907170951391 5.1890050917863846 4.7191872783005229 1.3104892577975986 1.5083542838692663 2.5064649884589016 2.9231464408803731 3.8120688747148952 2.4360655397176725 1.6004745365353299 1.645460410043597 14.941850269446155 2.7603099755942822 2.6303143864497542 12.636639763601126 2.454997267574071 2.6321368627250195 1.4709426867775612 2.4150790075073036 1.8103975439444182
leaf_count=1727 20 217 20 33 597 6 100 116 4 29 15 60 61 5 47 29 167 30 10 75 10 135 38 40 149 25 16 117 104 32
internal_value=0.000845287 -0.00812679 0.000257239 0.001039 -0.0104284 -0.00120621 -0.0137157 0.000894916 -0.0010871 -0.00395257 -0.000520011 0.0119764 -0.0150017 -0.00729104 0.00404658 -0.00658385 -0.0253245 -0.00500115 -0.00741255 0.00335105 -0.00644357 -0.0119759 -0.0287833 0.00434992 0.0042943 0.00854997 -0.00947554 0.0143106 -0.00554979 -0.0110739
internal_weight=291.851 6.16803 4.62801 285.683 3.45493 2.37176 1.75289 283.103 86.5876 56.5018 43.1093 11.3785 13.3925 8.67332 5.32531 4.01482 3.34802 31.7308 27.9188 8.31231 5.87625 19.6065 4.6646 4.27577 30.0858 21.0051 5.08713 15.918 9.08067 3.28134
internal_count=4034 960 743 3074 723 126 120 3041 1314 755 442 89 313 252 81 76 171 353 323 135 125 188 53 50 559 339 41 298 220 149
is_linear=0
shrinkage=0.0302676


Tree=325
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 0 1 1 1 0 1 0 2 2 1 3 2 3 4 3 4 0 3 0 1 3 1 0 0 0
split_gain=0.516062 2.2385 2.8708 1.87053 1.5641 3.17618 2.07976 1.49568 2.0521 1.50092 3.53986 2.75327 1.43767 1.4033 1.91101 1.93862 2.10699 1.88085 1.47905 1.82215 1.48591 1.41158 3.53747 1.42144 1.50902 1.75442 3.79008 1.95585 2.01303 1.88867
threshold=66.964115113200009 90.297243227400017 89.953120586650016 0.12535000000000004 91.937202686950016 90.633300493650012 67.300172379550006 68.20618276945001 68.910558799650019 93.399723909900004 69.873026810350026 93.692765846100016 0.20949500000000004 -0.079634999999999997 81.479100559500012 0.075810000000000016 0.05399000000000001 0.11922500000000003 37.038444968100009 0.10608500000000003 42.094663496250007 95.117648655250022 0.090735000000000024 102.21786657775002 78.285212300550015 0.09062000000000002 71.322105742700003 97.39208423365001 98.674478761850011 97.674372337300014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 6 -2 -6 -9 -10 -11 -12 -1 17 15 16 -15 21 -17 20 -20 22 -13 24 25 27 -27 -23 -29 -28
right_child=3 -3 -4 -5 7 -7 -8 8 9 10 11 13 -14 14 -16 18 -18 -19 19 -21 -22 23 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.00078722310595306293 0.028372791416368236 0.012619048180074862 -0.028061745276528494 -0.023075679877741888 -0.018835116774306875 -0.026808830321117642 -0.016585359429731036 0.016802164780086414 -0.01760118850578915 0.018777986459400289 -0.032994950243188777 -0.029517296453488783 0.01604346805720375 -0.00012682425301789658 -0.018017371090078203 -0.0090819707213207462 -0.03289526433900198 0.020717300344552242 0.012043645230366547 -0.0095757250636793224 -0.0001462405919092844 -0.0093499332766065479 0.0040494902934761681 -0.018213989901807632 0.0094537038773809708 0.011739634504286358 -0.0087130273088654089 0.017795406167636994 -0.010298933420445329 -0.033231059863645766
leaf_weight=147.94725171593018 1.507767736911773 10.806064095348118 2.1508034393191329 2.2952957853849503 2.4716578391380599 3.8344170993659645 1.1438420560443772 4.9275104478001586 2.9098019911907604 6.4297918966040006 1.6187997255474318 4.2425067176809454 4.0102729888167223 4.577607359737164 2.6175003632961298 3.765394532820209 1.7013452444225547 1.9936412721872319 26.844056455185637 3.6138282222673288 8.2678698848467302 5.2577751306816962 3.7288829609751701 3.1524209898198015 7.3831611960194996 3.3270558640360814 4.2369608953595161 6.0277254725806397 2.2007624979596585 3.7381979394704103
leaf_count=1551 5 74 20 71 25 69 56 25 30 34 18 218 39 37 379 43 49 8 173 38 86 59 37 586 106 18 46 28 52 54
internal_value=0.00063625 0.00155725 0.000781599 -0.000590465 -0.00016576 -0.0121781 0.0089789 0.000511539 0.000936354 0.000210021 0.000704907 -0.000477305 0.00118985 6.71854e-05 0.00291085 0.00403407 -0.00900576 -0.0031594 0.00596098 0.00742364 0.00917327 -0.00425886 -0.0138153 -0.00210231 -0.000523564 -0.00349526 -0.0108017 0.00262789 0.0102814 -0.0202054
internal_weight=288.73 164.914 154.108 123.816 121.52 6.48603 2.65161 115.034 112.563 107.635 104.725 98.2955 151.958 96.6767 51.3876 48.7701 6.27895 45.2891 42.4911 38.7258 35.1119 43.2954 7.97139 35.3241 32.1716 24.7885 11.3022 13.4863 8.22849 7.97516
internal_count=4034 1684 1610 2350 2279 130 61 2149 2124 2099 2069 2035 1590 2017 805 426 86 1212 340 297 259 1204 255 949 363 257 118 139 80 100
is_linear=0
shrinkage=0.0251418


Tree=326
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 2 2 2 3 3 3 3 0 3 3 2 0 4 4 4 2 1 1 3 1 0 3 4 1 0
split_gain=2.81977 3.5873 3.12911 3.15606 2.09618 2.18057 3.86981 3.54319 2.56574 2.16617 1.88213 1.86466 2.12012 1.85271 1.82969 2.36638 1.76072 2.17874 1.73057 2.79781 2.76304 3.0855 2.39273 1.69766 1.69175 2.55088 1.64928 1.49 1.45026 2.60307
threshold=94.047642319350018 85.995710218650018 94.773526014550015 -0.14910499999999999 107.57327517365 -0.054619999999999995 -0.068964999999999985 0.22598000000000004 0.097015000000000032 0.098075000000000023 0.083495000000000028 0.41214500000000009 85.925810307250018 0.084360000000000018 0.076615000000000016 -0.074999999999999997 96.163458868000006 41.218101594450012 41.827117825850003 41.147265497500008 -0.122095 83.116371560950014 75.499969677400017 0.09450500000000002 75.408562100950022 99.994511703900017 -0.10565499999999999 40.098777110850008 64.407391431150018 89.415428960600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 5 6 10 9 -9 -7 14 12 -1 -12 26 -16 17 -15 19 20 21 22 -18 -22 -20 -26 -4 -25 -3 -30
right_child=2 28 4 -5 -6 7 -8 8 -10 -11 13 -13 -14 16 15 -17 18 -19 24 -21 23 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=-6.6256989000254031e-05 0.0011434586260155191 0.00088369885237394154 -0.0030754361507168001 -0.0025424015102659295 -0.0029429595220375917 0.0012162183782848056 -0.0037729322257787144 -0.0034969084170868026 0.00021468657105853375 -0.00071333203505977985 0.0028000296590053333 0.0019019041179136793 -0.0022604264158812351 0.00032529365930710603 -0.0033378913464354502 0.0022342839034612785 -0.0005005611469904611 -0.0034052932589713832 -0.00048513998030002458 -0.0030643565264096184 0.0017984280763098273 0.0017075037700044417 -0.0038758527955660739 -0.0018921276776584163 0.0028310097891164079 -0.00023216282139414032 0.0012501663870548652 0.0013658158147670733 -0.0019396349278098105 0.0004765721130081839
leaf_weight=71.743202264653519 2.587597690988332 101.22491026669741 0.99462552415207062 7.9402207145467383 1.9643213502713468 31.223088664934039 2.5595299815759125 2.8108100756071499 3.5291658993810415 5.7948309318162492 2.052282183431088 3.79775053448975 3.9006485044956198 2.5612735645845524 4.2699785879813135 0.7532028667628764 3.7927769385278172 2.7031595390290022 4.4075002260506144 2.6773681431077412 7.8001189613714903 2.4407208224292845 3.299156554043293 2.57393867848441 6.0740694180130941 3.6600531821604818 2.898265929426989 2.1765132397413254 4.0228576478548339 54.38295810832642
leaf_count=986 56 526 60 177 649 192 55 84 25 58 10 15 29 34 197 6 27 64 27 34 37 33 57 47 19 43 61 9 51 366
internal_value=0.000244761 0.000423383 -0.000131335 -0.00163647 2.2482e-05 8.01262e-05 -0.000288971 0.000571268 -0.00143084 0.000914164 -0.000127235 -7.99035e-05 -0.000179401 0.000107972 -0.0013465 -0.00250237 -1.71193e-05 -0.00159027 0.000195767 -0.000266229 7.30159e-05 -0.00110337 -0.00207074 0.000966526 0.00100468 0.00167925 0.000144984 -0.000399437 0.000673848 0.000310149
internal_weight=352.617 239.072 113.545 10.5278 103.017 101.052 57.6945 43.3579 6.33998 37.0179 55.135 79.4416 75.6439 46.2189 8.91607 5.02318 44.1666 5.26443 38.9022 24.7606 22.0832 9.53265 7.09193 12.5506 14.1416 9.73412 3.89289 4.75045 159.631 58.4058
internal_count=4034 1973 2061 233 1828 1179 820 359 109 250 765 1030 1015 441 324 203 431 98 333 244 210 117 84 93 89 62 121 56 943 417
is_linear=0
shrinkage=0.00289842


Tree=327
num_leaves=31
num_cat=0
split_feature=2 3 2 2 2 3 2 4 1 2 0 0 4 1 0 4 2 1 1 0 2 0 1 3 2 2 3 0 1 3
split_gain=0.532517 0.554388 0.46284 2.05076 1.80544 1.65682 2.38554 1.61402 1.74532 1.79432 1.67038 2.45847 2.17094 1.61027 1.47948 1.44324 1.42943 2.99552 2.54825 2.43376 2.90187 2.09634 1.75647 1.6179 1.84883 1.75031 3.18084 3.69571 1.94501 1.63092
threshold=0.36215000000000008 0.09450500000000002 -0.079634999999999997 -0.077085000000000001 -0.08262499999999999 0.092260000000000023 -0.081354999999999997 42.558389508100007 60.613977009100005 -0.06828999999999999 86.054856297550018 96.163458868000006 37.903039192800001 62.020040611300011 102.21786657775002 43.182896969600009 -0.053159999999999992 70.641925835650014 61.907125369850007 86.329079026800017 -0.018034999999999999 86.329079026800017 61.998532946250002 0.084090000000000012 -0.037054999999999998 -0.016334999999999999 0.11379500000000002 96.163458868000006 66.590419433100024 0.049900000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 6 15 8 -5 10 -10 12 -12 -14 -1 -6 17 21 -18 20 22 -11 -20 29 -25 -26 27 28 -27 -21
right_child=1 -3 3 7 5 -7 -8 -9 9 16 11 -13 13 -15 -16 -17 18 -19 19 23 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00095353755202876988 -0.031637101524754366 0.0017530202925112814 0.016140612758631604 -0.021300778330166709 -0.034066251356347534 -0.033301157327196511 0.0074975069253419083 -0.0077131245206211105 0.0066612179598509128 0.0037584858863840159 0.0031104609065114065 0.006567598957674026 -0.0099702331498362756 -0.041344976595732871 -0.018764820061263513 0.0073870329292542039 0.023931631875735205 -0.015809465049665312 -0.012387125394737694 0.0019747650561483449 0.0020312035817908781 0.02597077718544848 -0.046493515829870956 -0.020827570307117908 0.013602136115946484 -0.0059498196438758097 0.017356748818770147 0.0051382440591778876 -0.02864530201858977 0.01743730938755457
leaf_weight=138.26916197501123 0.79922789311967679 0.73742374300491065 7.4381686691194764 2.3764357492327681 2.5121553906938066 2.1452970679383725 4.4917918073479068 14.125572881108381 5.783944818191233 5.5089474469423321 2.1129377745091897 3.799776039464632 1.9731863811612127 3.4994649663567543 2.9986118484230238 0.87292353800148692 4.1255876477807751 2.5537534979521288 2.7455395963042974 10.293319034244634 6.1320430939085764 8.0898410305380803 2.0227109040133655 2.9378158600302333 7.9725879754987465 6.1457792539149718 5.8220619659405193 12.226939784217391 5.5363058065995574 10.762973848381078
leaf_count=1634 84 25 101 89 70 32 33 406 26 25 20 38 13 39 557 13 25 59 17 100 52 43 30 26 53 39 35 151 91 108
internal_value=0.00069181 -0.0156135 0.000779639 0.00196835 -0.000273109 -0.0116636 -0.00577059 0.00113534 0.00224713 0.00275564 -0.00549252 -0.0116668 -0.0208008 -0.0300327 0.000534987 -0.0233765 0.00428042 0.0117896 0.00269953 0.00149295 -0.0106049 0.0169725 -0.0268552 0.00363032 0.000393152 0.00204664 -0.00105204 -0.00553475 -0.0167055 0.00987848
internal_weight=286.812 1.53665 285.276 133.986 151.29 10.0222 7.87687 126.548 112.422 110.046 17.1693 11.3854 7.58559 5.47265 141.268 3.38508 92.8762 16.1525 76.7237 72.5981 10.9003 13.5988 4.76825 61.6978 40.6415 37.7037 29.7311 23.909 11.6821 21.0563
internal_count=4034 109 3925 1586 2339 148 116 1485 1079 990 136 110 72 52 2191 83 854 127 727 702 99 68 47 603 395 369 316 281 130 208
is_linear=0
shrinkage=0.0277726


Tree=328
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 4 0 3 4 3 2 2 2 2 3 3 0 1 0 0 4 1 1 0 2 2 0 4 1 3
split_gain=4.33936 4.88121 4.36139 2.75375 2.62493 4.46115 3.99084 2.86519 3.39515 4.26492 2.8307 2.82898 2.59006 3.97276 2.17316 2.06476 2.00981 1.88425 2.91006 2.43546 2.33975 1.99661 3.99781 2.84101 3.084 3.63932 2.94597 1.8784 1.85735 1.84863
threshold=70.171445662850019 85.995710218650018 94.773526014550015 107.57327517365 41.942745071500006 47.927946529500012 75.462331263550013 0.087555000000000022 44.262924377150007 0.088555000000000023 -0.12546499999999997 -0.011675 0.22598000000000004 -0.048954999999999992 0.098075000000000023 0.097015000000000032 67.04476885710001 64.407391431150018 88.606203063300015 89.415428960600011 36.620308449100001 66.351146659450009 66.590419433100024 93.692765846100016 -0.102645 0.15844000000000005 94.047642319350018 48.96897326980001 64.730006406800015 0.083495000000000028
decision_type=2 2 2 2 2 2 2 2 2 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 12 6 7 -1 16 9 -9 -11 -12 13 29 -15 -14 -6 18 -3 -19 -21 -22 -23 24 -24 -26 -25 -7 -18 -4
right_child=2 17 3 -5 5 27 -8 8 -10 10 11 -13 15 14 -16 -17 28 19 -20 20 21 22 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0022415598655595856 -0.0013818871116003037 0.0006291058065758761 -0.00095232050960737885 -0.002212684818229292 0.0016180167167146263 0.0014834054474653475 0.00041812150243389302 0.0023319685076741343 0.0023214473361673348 0.00087450969149705069 -0.002679592533525634 0.00049824681598056202 -0.0026223374350436081 0.0009727579190100628 -0.00048776446247861624 -2.8999581200861125e-05 -0.0024618998963151944 -0.0013367278677488984 0.0016809448184017884 0.0011198128936208006 -0.00082828377065041238 0.0019796413424488929 0.00054963309219286782 0.0016330071648768825 -0.0023445213695361968 0.00025748889336013288 -0.00063836160389998833 -0.00033339612924955547 0.0004544745046936506 7.9404652903887853e-06
leaf_weight=2.8289907220751038 11.678951517678795 97.226601403206587 11.742129602935163 2.5551341223763293 0.73292787652462976 5.945676773786543 49.040055798366666 1.7498654574155796 1.9295665845274914 2.110736642032859 5.9697088552638862 1.70813293103129 2.9324158662930122 29.98117774259299 5.7574993278831235 2.8900014758110046 8.7799530182965082 4.0567378802224985 14.30489745736122 16.006331332027912 8.1050111651420575 6.0695192590355864 7.6616050023585549 7.9745690207928401 6.1542885601520592 4.3494920339435339 4.0985983433201909 4.9393795281648636 1.1737291291356076 49.882560766302049
leaf_count=227 309 453 339 649 13 20 276 8 6 12 95 23 82 181 55 23 289 33 73 64 45 27 45 32 50 38 33 34 20 480
internal_value=0.000228819 0.000384245 -0.000119199 2.02632e-05 -3.796e-05 -0.000498361 0.00027306 -0.00101991 -0.000351903 -0.000798966 -0.00135867 -0.0019726 7.55565e-05 0.000159916 0.000737468 -0.00133511 -0.00186177 0.000592721 0.000764013 0.000296418 0.000406072 0.000148842 0.000366964 4.32659e-05 -0.000500834 -0.00126706 0.000861923 0.000658984 -0.002118 -0.00017503
internal_weight=380.336 262.916 117.42 105.741 86.9087 35.0397 51.869 24.1546 13.468 11.5384 9.78858 7.67784 103.186 97.3634 35.7387 5.82242 10.6866 176.008 111.531 64.4762 60.4194 44.4131 36.3081 30.2386 18.1654 10.5038 12.0732 10.8851 9.95368 61.6247
internal_count=4034 1916 2118 1809 1023 520 503 466 144 138 130 118 1160 1055 236 105 322 893 526 367 334 270 225 198 133 88 65 54 309 819
is_linear=0
shrinkage=0.00217738


Tree=329
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 4 3 1 3 3 4 2 4 1 4 3 3 4 2 3 0 0 1 4 0 2 2 0
split_gain=2.51684 3.68612 3.30946 2.69607 1.94854 2.16297 3.03126 1.90371 1.8192 1.81747 3.36887 4.21988 2.27505 2.13756 2.12635 3.41767 4.02283 3.15451 4.31392 3.0071 4.13778 3.133 2.08261 3.60026 2.46991 2.5397 1.89312 1.84747 4.8861 1.92648
threshold=70.171445662850019 85.667718326750006 94.773526014550015 61.87486387225001 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 35.171584490050009 0.083495000000000028 61.987779113750001 0.091645000000000018 0.083365000000000022 40.583589072600013 -0.085584999999999994 42.141702038450013 64.407391431150018 40.720231579350006 0.08766000000000003 0.07745500000000001 43.680097826700013 -0.06828999999999999 0.097015000000000032 87.009258933850006 86.20003303655001 62.052302108850007 41.32819714970001 90.767723400200012 -0.101395 -0.081354999999999997 87.48511602295001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 6 8 -1 -4 10 11 -3 -12 -14 15 22 -17 18 -16 20 21 -19 23 -11 -25 -26 -18 -20 29 -29
right_child=2 9 4 -5 -6 -7 -8 -9 -10 14 12 -13 13 -15 17 16 26 19 27 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0020559138053795334 -0.001853204458400659 0.00030741911332237771 -0.0014478380503535064 -0.0016435548774836148 -0.0018324917781242349 0.00071919033327426754 -0.0039866346591496569 -0.00020158864491967178 0.0001339474392187026 0.0018761335203428663 0.0021053794376879329 -0.0034020055855450292 0.0012061810214857513 -0.0015167894974127327 -0.0023691885288896386 0.00064718835869690013 -0.00041586599617153157 -0.0012815248258706152 0.0023686313055459674 0.0013018970604276499 0.00029424299866292959 -0.0049815832941504656 0.002189727511530886 0.0014422120186716226 -0.0020375614196710108 0.00061321906531156749 -0.0039852585303469237 -0.0032390111983953665 0.0022444855916398687 0.00041608479309503246
leaf_weight=4.0113894157111636 9.9621012923307699 6.3404219597578066 8.2373394819442165 11.80991443665698 5.1145582972094408 34.754705818952061 2.0028099801857016 30.300537248374894 42.315930773504078 23.162829026579857 6.96728437393904 5.3728222697973251 5.5049013942480114 5.4313393346965269 3.3236852861009565 44.658413173630834 2.9678321182727805 5.6379623822867906 10.125989757478241 5.6706683784723273 8.314758762717247 3.5283504873514175 21.486552193760872 8.5405403226614016 6.6294646263122541 7.096856165677309 2.6829798072576523 3.0165816508233574 7.4192697852849898 2.5014417693018913
leaf_count=82 309 31 543 334 161 461 63 419 581 86 24 35 18 37 48 233 20 35 48 26 50 35 114 34 39 27 22 29 76 14
internal_value=0.000238022 0.000408957 -0.000166833 -0.000374474 1.49328e-05 0.000123153 -0.000271 6.23348e-05 -0.000123795 0.000592953 -0.000110029 -0.00139408 0.000730051 -0.000146146 0.0007178 0.000943851 0.000337429 0.000182888 0.000910783 -0.000646724 -0.00127883 -0.00270577 0.00139977 0.00102615 0.000141971 -0.000667041 -0.0021106 0.00138347 0.000612378 -0.00158208
internal_weight=344.89 242.503 102.387 46.1218 92.4253 87.3108 52.5561 34.3119 50.5533 196.381 29.6168 11.7132 17.9035 10.9362 166.764 117.225 50.3092 49.5387 26.387 23.1517 17.4811 9.16631 66.9162 45.4297 22.2669 13.7263 5.65081 23.0633 12.9373 5.51802
internal_count=4034 1916 2118 835 1809 1648 1187 501 1124 1081 145 66 79 55 936 575 275 361 215 146 120 70 300 186 100 66 42 167 119 43
is_linear=0
shrinkage=0.00307948


Tree=330
num_leaves=31
num_cat=0
split_feature=1 1 0 1 3 4 2 3 0 1 2 2 3 4 4 3 2 4 2 1 3 2 2 2 4 1 3 3 2 4
split_gain=1.8013 3.87676 2.14263 2.15686 1.86568 1.98595 1.81909 3.77531 2.80419 2.87629 2.62799 4.25571 2.98611 2.27964 2.71098 2.20955 2.03905 1.97449 2.18188 2.67033 1.93493 1.81512 2.44544 1.80823 3.77216 1.78028 1.65303 1.6188 1.95434 1.91486
threshold=66.590419433100024 66.351146659450009 85.705356740550016 65.687097501250022 0.10184000000000003 48.226196960950006 -0.059424999999999999 0.083495000000000028 92.313586825200005 81.479100559500012 -0.59502499999999992 -0.54526999999999992 0.09450500000000002 41.092444989200011 35.050303764500008 0.10932000000000001 -0.016334999999999999 43.680097826700013 -0.091919999999999988 70.776348742200014 0.10335500000000002 -0.14138499999999998 -0.13509999999999997 0.048475000000000011 36.957836847500012 62.052302108850007 0.10157500000000001 0.07907500000000002 -0.074999999999999997 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 21 7 27 15 16 -9 -12 17 14 -14 -8 -10 18 -13 -20 -15 -1 -23 24 -18 -24 -16 29 -29 -2
right_child=6 -3 3 -5 -6 -7 8 10 9 -11 11 12 13 20 26 -17 23 -19 19 -21 -22 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0025718775449525486 0.00072896766888580088 0.0030460687671845887 0.00063203972276376001 -0.0018404618751278871 0.00091175152145451209 0.00072406257300609324 -0.0036641506521831054 0.0014899906446445633 0.0016984378538449133 -0.0024536512065968701 -0.0034772908993584658 0.0014063856717282557 0.0014197429659800289 -0.0017921866215406643 -0.0016068551564168416 0.0016608886176808222 0.0028823959194089867 -0.0021967376569475747 -0.0028061699135751247 0.00053526254495217908 0.0022991912443733205 0.0035138518100624821 -0.00053464906265349643 0.00063654072869734086 -0.0030370532091555926 -0.0037504116516245151 -0.0045802231398798495 -0.0037406783781411511 0.0021133844375724664 -0.0024641115763182272
leaf_weight=6.9817927426192865 4.105387401301412 6.2089742720127097 136.11375501938164 4.0895437262952319 11.453188316896556 8.9495507553219777 3.1971054146997622 10.616760428994892 17.567467441782355 3.3311582431779234 4.4509560610167673 19.791968310601071 1.8942002783296619 2.3192377140512681 4.4234451118390989 1.2082347646355627 1.6843019863590587 2.8995022567687547 3.6154918894171777 10.529278974398038 2.9620415980461985 1.5144172757863987 16.088804981904119 31.06056712102145 4.3149238619953394 2.2024819375947109 4.0127008965937421 6.0298325088224374 0.71816731931175937 4.3557664644904435
leaf_count=368 115 30 741 27 81 53 78 71 93 360 79 175 28 41 52 7 6 58 48 133 17 6 287 228 65 77 95 256 13 346
internal_value=0.000226442 0.000438223 0.000351817 0.00055992 -0.000266463 -0.000644063 -5.61539e-05 -0.000382287 0.000376458 0.00057257 -4.21575e-05 -0.000328041 -6.07821e-05 -0.00129031 -0.00220686 -0.00220367 0.000757108 0.000460306 0.00068732 -0.000318828 0.000502491 -0.00110115 -0.000582693 0.000310889 -0.00137515 -0.000921864 -0.00302115 -0.00189217 -0.00311765 -0.000914816
internal_weight=338.691 193.603 187.394 140.203 47.1902 35.737 145.088 82.7247 62.3638 57.9584 67.5156 56.8988 52.4479 15.6116 10.3303 4.40534 54.6273 36.8362 33.9367 14.1448 5.28128 26.7875 19.8057 37.0598 5.99923 18.2913 8.43615 15.2092 6.748 8.46115
internal_count=4034 1670 1640 768 872 791 2364 1527 837 752 797 726 647 233 175 85 392 414 356 181 58 738 370 299 71 364 147 730 269 461
is_linear=0
shrinkage=0.00335456


Tree=331
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 1 2 2 3 0 3 3 4 4 2 2 2 3 3 2 3 3 3 4 4 2 3 2 4 2
split_gain=0.544029 2.51128 1.67228 1.76057 1.68805 1.48164 1.37922 1.47861 1.34444 1.04442 2.27931 1.86275 3.09859 1.10173 1.45866 0.980452 1.96673 1.07275 1.60851 1.92422 1.57036 1.11763 1.109 0.973438 1.07676 1.84724 0.966003 0.939964 1.81151 1.2266
threshold=70.171445662850019 94.773526014550015 39.110279783550006 71.096275259700022 94.203572890950014 70.727956495850009 0.22598000000000004 -0.048954999999999992 0.097015000000000032 95.050437202000012 0.075810000000000016 0.10608500000000003 38.064633603500006 38.804080188450008 -0.033799999999999997 -0.068964999999999985 -0.054619999999999995 0.083495000000000028 0.076615000000000016 -0.074999999999999997 0.084090000000000012 -0.10565499999999999 0.085185000000000025 37.198331469900005 42.141702038450013 0.04932000000000001 0.093580000000000024 0.20949500000000004 39.861052345600008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 -2 4 -4 -6 7 15 -8 -9 13 23 -13 -11 -15 17 -17 18 21 -20 -19 -3 -22 26 -25 -26 -12 29 -29 -1
right_child=1 6 3 -5 5 -7 8 9 -10 10 11 12 -14 14 -16 16 -18 20 19 -21 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0020150443818651603 -0.037812549926570953 -0.029719575602779002 0.026106946444682106 -0.029692259090806861 -0.031279282005379383 0.013841476860573226 -0.032863388490571618 0.028676635308154001 -0.0014342312036026623 -0.058905100240631794 0.0118827504000886 0.016364105713759628 -0.039541066910645122 0.01468040919268355 -0.036341736520955722 -0.038317003540212641 0.0022476929589378639 0.027054520387170183 -0.032267949213909082 0.0214469198816893 -0.025249081981089112 0.0134813265329836 0.0010540485634966032 0.01677284216631585 -0.032236208112678237 0.0090534407530133178 -0.040260482487234142 0.018181709254665487 -0.012012364570641518 -0.005324629146239033
leaf_weight=168.40517138852738 2.1259895593393576 0.60854834655765477 1.5299567959737035 2.0711441559251398 1.3879376966506245 1.025074630975723 1.9242315080482502 1.6168950106948639 2.5827303767437115 0.50748261256376581 0.56191393255722377 1.5517905945889645 1.6650877774227408 0.8857177421450616 0.93124406051356312 1.7042809978011066 2.2424089387059203 1.8368288031779219 3.1717508377623749 0.65124725527130056 1.3484449740499247 2.3928709825268006 35.167563891154714 13.505345708108509 1.0265173386433151 6.0610611663432792 0.59015598165569827 6.5668980740010721 2.1325792788993567 20.716109755099751
leaf_count=1548 49 103 21 190 43 6 123 6 38 23 26 11 38 3 59 63 13 14 339 8 25 93 542 118 97 52 15 44 42 282
internal_value=0.000795046 -0.00103063 -0.0161139 -0.00844341 0.00271809 -0.0121115 0.000456989 0.0013413 -0.0148528 0.00644947 0.00513236 0.00764273 -0.012573 -0.0218261 -0.0114699 -0.0016642 -0.0152692 -0.000475671 -0.0108735 -0.0231176 0.0013745 0.00472219 8.27397e-05 0.0106334 0.0120578 0.00307332 -0.014828 0.00163187 0.01078 0.00121107
internal_weight=288.495 90.6742 8.1401 6.01411 3.94297 2.41301 82.5341 78.0272 4.50696 28.9032 27.2863 24.9619 3.21688 2.32444 1.81696 49.1239 3.94669 45.1773 6.82442 3.823 38.3528 3.00142 36.516 21.745 20.5929 7.08758 1.15207 197.821 8.69948 189.121
internal_count=4034 2118 309 260 70 49 1809 1648 161 448 442 357 49 85 62 1200 76 1124 543 347 581 196 567 308 267 149 41 1916 86 1830
is_linear=0
shrinkage=0.0284635


Tree=332
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 2 3 3 3 2 4 2 1 2 4 3 3 3 0 2 4 4 3 4 0 2 2 1 0
split_gain=3.35264 2.58779 4.23712 3.83267 2.39235 3.7383 3.69057 2.5835 2.15308 2.13696 2.29321 1.97595 2.82887 3.02087 2.04385 2.21423 1.90013 1.88119 1.85409 1.83541 2.39244 2.1353 3.02952 2.62139 3.03107 2.12943 1.90059 2.13048 1.84436 2.6051
threshold=107.57327517365 70.171445662850019 85.705356740550016 94.773526014550015 -0.054619999999999995 -0.068964999999999985 0.22598000000000004 0.083495000000000028 0.10184000000000003 0.076615000000000016 -0.074999999999999997 48.226196960950006 -0.14138499999999998 62.052302108850007 -0.13509999999999997 41.898943182100005 0.097015000000000032 0.084360000000000018 0.098075000000000023 96.163458868000006 -0.099639999999999992 41.827117825850003 41.147265497500008 0.09914000000000002 40.583589072600013 97.096353839300008 -0.50001499999999999 -0.59260499999999994 75.408562100950022 99.994511703900017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 5 7 18 9 11 -5 -11 12 -1 14 -14 -16 -8 -9 -6 20 -19 22 23 25 -25 -21 27 -27 -23 -30
right_child=-2 3 -4 4 6 -7 16 17 -10 10 -12 -13 13 -15 15 -17 -18 19 -20 21 -22 28 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0018454035837965224 -0.0023088167005212157 -0.0013347413323086138 0.00049986393214026875 3.9595958837005287e-05 0.00095306595710760098 -0.0030719691608262559 -0.0026867618484904088 0.0022202277672071133 0.00061594832177907393 -0.0026582833747765895 0.0015745085683044932 0.00041385588780072055 0.0023436823997764599 -0.0025802691024186409 0.0002975913390544799 -0.0013173050953985044 -2.9958493422677215e-06 0.00050941435339163792 -0.00043045256769063707 0.0022950964614823653 -0.0025806750118421086 -0.00043296952727963516 -0.0024822196997472071 -0.0022753033958533529 0.0010628711816117254 0.00036233528869082567 0.00072307337874418724 -0.0029937229062299109 0.0022698937251380263 -7.8528990959467049e-05
leaf_weight=8.6434389047790265 2.7445991564309216 11.157017385587094 204.14914507512003 4.3668102913070452 31.876963064540178 2.3054199041798702 2.5889961924403897 2.1086545363068572 12.753957781940697 4.9031279222108424 0.77078157663345326 10.449803635478018 1.7245732620358456 2.742662143893539 13.134053745772702 6.658310387749224 2.9226478580385447 2.2981529422104359 5.9875276479870072 2.9653541818261244 3.0136757935397318 4.0109399799257508 2.7372671924531451 4.2976889833807936 2.1106821987777948 2.1641321312636141 9.241815157234667 1.8056527362205077 6.5323912724852544 3.9411825938150287
leaf_count=369 649 309 1041 116 191 55 82 10 81 196 6 53 6 79 105 182 23 32 58 7 64 24 34 65 14 15 70 36 19 43
internal_value=0.000203268 0.000221685 0.000347271 -6.47518e-05 7.28812e-05 -0.000223851 0.000480419 -0.000109196 -0.000207952 -0.00116002 -0.00208327 -0.000450335 -0.000724797 -0.000325537 -3.81371e-05 -0.000245673 -0.00126365 0.000114212 0.00073429 1.57862e-05 -0.00124375 0.000183858 -0.000215731 5.89604e-05 -0.00117583 0.000548113 0.000156001 -0.00116416 0.000882441 0.00138619
internal_weight=377.107 374.363 260.256 114.107 102.95 59.5737 43.3761 57.2683 56.1068 10.0407 5.67391 43.3528 32.903 24.2596 21.5169 19.7924 5.51164 47.2276 37.8645 45.1189 5.31183 39.8071 25.3226 22.5853 6.40837 16.177 13.2116 3.96978 14.4845 10.4736
internal_count=4034 3385 1916 1469 1160 806 354 751 875 318 202 794 741 372 293 287 105 433 249 423 96 327 241 207 79 128 121 51 86 62
is_linear=0
shrinkage=0.00228122


Tree=333
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 4 4 0 4 0 0 3 4 4 2 0 0 1 0 3 4 4 4 1 1 3 3 3 2 0
split_gain=3.72155 4.31456 3.5311 2.77771 2.04799 2.03627 3.96026 3.16481 2.3963 2.1474 3.69728 2.91967 2.37793 3.56619 3.26204 2.15215 2.02578 1.95786 3.54047 2.91629 1.92301 2.37603 1.90649 2.20301 4.00576 1.84896 1.79826 4.6461 6.62129 1.95128
threshold=70.206395618550019 95.117648655250022 85.995710218650018 -0.10747999999999999 0.12535000000000004 41.942745071500006 47.927946529500012 75.462331263550013 48.96897326980001 85.812895065800021 85.791387400750025 0.087555000000000022 42.434124620650003 42.719328117250008 -0.14259499999999997 67.04476885710001 107.57327517365 58.167480110400007 85.121961326250016 0.093325000000000033 44.262924377150007 47.927946529500012 42.360359531950003 70.776348742200014 71.104340634100012 -0.059734999999999996 0.087555000000000022 0.093325000000000033 -0.013805 93.692765846100016
decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 16 7 9 -1 -8 10 11 15 -13 -14 -15 -7 -5 -9 19 -19 26 -22 23 -2 -25 -26 -4 28 -28 -29
right_child=1 3 20 4 -6 6 8 17 -10 -11 -12 12 13 14 -16 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=-0.0029258552809779109 -0.003141203923099209 -0.0030764233104767658 0.0010902026398679151 0.000234647185500711 -0.0031950288836997583 0.002215921670801741 0.0020357580623334699 0.0021973392902993796 -0.0006873554505383698 -0.0035982202315207172 0.0029898802612066278 -0.0034118548769264886 0.002546074142317186 0.0022979413789199531 -0.0033239379525341218 -0.0031490176225878216 -0.0028850667285948354 -0.003393285171836893 0.00077772424117258856 -6.4053556307603639e-05 -0.0027416740071438423 0.00087001114338249442 -0.0030859622466549949 0.002726559278649556 0.0014518733622085932 -0.0031690998276755803 0.0001776171397067149 0.00076967898172656862 -0.0033465711812231337 0.00235477469848512
leaf_weight=2.2894981973804525 2.4652660298161191 2.2576389365131027 71.96953496709466 90.883086033398286 1.4875264117727045 0.66662804922090302 5.8932842016220075 4.9686769545078269 4.736693799495697 2.8834752943366757 1.7490012347698201 1.5906533198431114 3.426847062073648 1.2525556981563566 2.5385608682408933 6.8648421766702086 1.7235084780259047 3.2864932948723418 29.925566945225 6.1191035686060786 2.9059740602970114 3.0169435068964958 4.9179529834073028 2.6140764076262712 0.96457791374996338 2.6011189999990165 27.583870403468609 54.212716534733772 5.1394703462719908 7.142498016357421
leaf_count=227 62 197 398 918 54 13 20 21 34 39 5 29 19 4 59 298 541 82 124 49 43 16 241 10 10 70 135 245 45 26
internal_value=0.000273623 -0.00016359 0.000465722 4.83113e-05 0.000123284 -3.65468e-05 -0.0005951 0.000342332 0.000822345 -0.00131353 -0.000949346 -0.00137099 -0.00025677 0.000438529 -0.00146651 -0.00267415 0.000176586 0.000511238 0.000298234 -0.00122735 0.000694094 -0.000901998 -0.00166894 -0.000862834 4.60654e-05 -0.00191905 0.000751026 0.000491559 -0.000375886 0.000954204
internal_weight=360.078 109.915 250.163 96.3518 94.0941 78.1919 31.6025 46.5893 10.63 20.9726 18.0891 16.3401 8.80862 7.21796 3.79112 7.53147 92.6066 44.2998 39.3312 9.4056 171.971 5.92292 13.563 8.64504 6.17977 3.5657 166.048 94.0786 32.7233 61.3552
internal_count=4034 2103 1931 1710 1513 1023 520 503 54 466 427 422 111 82 63 311 1459 276 255 131 908 59 393 152 90 80 849 451 180 271
is_linear=0
shrinkage=0.00285066


Tree=334
num_leaves=31
num_cat=0
split_feature=1 2 0 1 4 3 1 1 1 0 2 3 2 1 4 0 1 4 1 4 4 0 2 2 2 2 2 2 0 4
split_gain=0.547047 1.03708 0.5436 1.36508 1.1732 0.941999 0.868846 2.41589 1.65712 2.45965 0.998147 0.919184 2.12016 0.862825 1.89808 2.03668 1.56096 1.0195 1.72344 1.18632 1.82789 1.79323 2.41913 1.69675 3.38567 2.77474 4.07587 4.20627 2.58522 2.5077
threshold=83.740093847200015 0.20949500000000004 85.667718326750006 61.87486387225001 35.171584490050009 -0.16320999999999999 58.167480110400007 60.613977009100005 57.041016153700006 71.332859575200004 -0.072524999999999992 -0.25095999999999996 -0.23349 64.665483411650015 38.625745710700009 89.705782438650019 63.353515844050008 43.047778594550003 62.391047833300007 40.241071441700008 39.577821550850011 85.764502819450016 -0.117885 -0.078649999999999984 -0.077085000000000001 -0.06828999999999999 -0.056724999999999998 -0.032369999999999996 86.89903215050002 41.50623664750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 8 -8 9 11 -9 12 -6 14 -4 16 17 18 19 20 -16 -21 -23 28 -25 -26 -27 -28 -24 -29
right_child=1 -3 13 5 6 -7 7 10 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 21 -22 22 23 24 25 26 27 29 -30 -31
leaf_value=0.020257539680765199 -0.032328367136147076 0.014599007780439358 0.021457020927470701 0.0068516219552390931 -0.040917630617556641 -0.018476187877610802 -0.036037099314293358 -0.0087941105338743795 0.017077092970171865 -0.034325892971363015 0.01470055636705116 0.011798822315386204 0.029519785499239452 -0.00013169277442844762 0.0082804188057535207 0.023622628632647625 -0.018742149378506694 -0.005556032045952718 0.021367231347433836 0.017725954432245908 -0.014392475480196022 0.014932358695944314 -0.0022856979340545457 0.031300665710133943 -0.022919285714360541 0.027711499954792617 -0.029171413897069697 0.01619669768975553 -0.031098514503118117 -0.012471518610348016
leaf_weight=2.620928882854062 1.2214499085093837 0.6877666531363501 5.2212391644716254 1.7245309294667093 1.0663561723195014 6.7117038276046497 2.2565728910267335 4.3900285344570875 5.2407252155244342 2.0082231115084141 2.7464602803811431 4.5167775753652695 0.63823087117634703 139.50333445862634 5.4493516311049452 4.1373541615903369 3.3594900257885447 12.992017606273292 4.8301669284701338 8.1147160939872247 8.5113829076290113 11.699223656207307 16.013485003262751 3.730202779173843 4.0998588167130903 5.3403857834637121 4.2624400723725548 8.0237286314368763 3.5555706694722167 4.4219816103577605
leaf_count=82 693 64 34 26 28 315 62 30 34 101 21 107 36 1719 24 37 21 89 25 38 41 52 79 68 34 26 30 47 34 37
internal_value=0.000884334 -0.0154235 0.000992749 -0.00264108 0.000886976 -0.0132987 -0.00133356 -0.00846926 0.00364228 -0.00491321 0.000247755 0.00458104 -0.0145445 0.00147944 0.00345511 0.00258915 0.00175563 0.00243714 0.00361652 0.00258628 -0.00554247 0.00422475 0.00243302 -0.000524296 0.00405808 0.000171787 0.0044655 -0.00296456 -0.0075208 0.00601083
internal_weight=289.096 1.90922 287.186 33.9205 25.4843 8.43623 22.8634 9.39306 13.4703 8.22959 7.13649 6.22136 1.70459 253.266 113.763 108.541 104.404 101.045 88.0525 83.2223 13.9607 69.2616 61.1469 49.4477 29.8786 26.1484 22.0485 16.7082 19.5691 12.4457
internal_count=4034 757 3277 842 501 341 419 113 306 272 51 171 64 2435 716 682 645 624 535 510 65 445 407 355 242 174 140 114 113 84
is_linear=0
shrinkage=0.0305668


Tree=335
num_leaves=31
num_cat=0
split_feature=1 0 0 4 2 0 1 2 2 1 4 3 3 1 1 3 0 1 0 1 2 3 3 1 0 3 3 4 0 3
split_gain=3.72191 4.24583 3.77943 3.0323 3.0865 2.65888 2.46798 2.56842 2.86887 2.67558 4.26784 2.50637 3.12703 2.32577 4.83818 2.78056 2.48299 2.30475 2.77606 2.2806 2.03157 2.0074 1.92906 3.54475 2.6816 2.0604 2.89642 2.59248 2.55343 1.8999
threshold=70.206395618550019 96.163458868000006 85.705356740550016 43.89540535710001 -0.51146999999999998 97.878695155250014 78.10777406390001 -0.59681499999999998 -0.092710000000000001 81.479100559500012 42.402981339000007 0.09180000000000002 0.10828500000000003 71.096275259700022 70.776348742200014 0.08376500000000002 95.262825394300009 72.187789260650007 94.940210418650011 83.116371560950014 -0.083424999999999985 0.10184000000000003 -0.15572 61.982402197500001 71.131225215400022 -1.0000000180025095e-35 0.078905000000000017 37.999598532650005 78.626646483100004 -0.25095999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 21 5 -5 20 11 -8 19 -10 -11 -7 -13 14 16 17 -2 18 -15 -9 -3 22 24 25 -1 27 -27 -24 -28 -26
right_child=1 3 -4 4 -6 6 7 8 9 10 -12 12 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 29 26 28 -29 -30 -31
leaf_value=-0.0032686023726063045 -0.0030758419579075789 4.9407837822944482e-05 0.00062063006547834502 0.0018414248030079422 -0.0031275725254738197 0.00010764859881875055 0.0022109440020786015 -0.003217763917936602 0.0008148922867628163 -0.0031333110532488864 0.0021116663935749299 -0.0037188311243804475 -0.00050452587400882953 -0.003041308838941523 0.0019744528564400498 -0.0031923556384820173 0.0010732856467739679 -0.0030335376888692873 0.002095871483992387 0.00016677398222151899 0.0014291856398078655 0.00074857247189519108 0.0006873894388080145 -0.0027415919741324841 4.5389700630092526e-05 0.0024890483082228268 -0.0032374485075295314 -0.0034887328367057334 8.8102587558927908e-05 0.002536988856064321
leaf_weight=1.3676711230073113 4.0130527988076228 14.205729924142359 199.79522521002218 1.2635372085496781 3.9999753981828681 8.3533678944222647 4.5495226099155834 3.4353828257881096 21.624726897105578 3.5540829885285339 1.792817532783374 4.2994103692471963 5.0622428692877293 1.1339563168585285 4.3499699309468269 6.9365301840007305 1.5304178260266779 1.9992214008234439 2.8111039325594902 2.756293874932453 19.379080340266228 12.40015786886215 1.8102541519328976 6.4251107200980178 7.2615909446030855 3.1452674269676235 2.1468339804559937 3.0925337560474873 10.199203736148773 3.4761312529444677
leaf_count=115 98 77 1056 18 403 83 68 89 143 308 36 50 59 62 19 165 7 112 16 221 69 81 53 250 91 15 63 104 84 19
internal_value=0.000258049 -0.000150114 0.000448299 0.000109326 -0.00193474 0.000230196 -0.000142669 0.000258156 -9.73861e-06 0.00038083 -0.00137467 -0.000995967 -0.00198072 -0.00122409 -0.000213488 -0.00200031 -0.00193037 -0.000609277 0.000619256 -0.0017111 0.000845566 -0.000222546 -0.000531914 -0.000946436 0.00038645 -0.000380877 0.000114712 -0.00194679 -0.000490173 0.000851997
internal_weight=368.17 117.05 251.12 94.2762 5.26351 89.0127 55.4278 37.7128 33.1633 26.9716 5.3469 17.715 9.36165 22.7743 9.89344 12.8808 5.54347 5.94428 3.94506 6.19168 33.5848 51.3248 38.9246 26.8192 12.1054 20.3941 15.4913 4.90279 12.346 10.7377
internal_count=4034 2103 1931 1624 421 1203 1057 865 797 487 344 192 109 479 124 355 105 190 78 310 146 875 794 569 225 319 162 157 147 110
is_linear=0
shrinkage=0.00277154


Tree=336
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 3 3 4 1 0 0 4 0 0 0 4 3 0 1 0 3 4 3 2 3 1 4 0 3
split_gain=2.36263 3.36243 3.08834 2.12887 2.06395 3.34813 2.06786 1.74565 1.69168 2.31585 2.21254 1.66054 1.64788 2.95531 2.85069 2.5056 2.58763 2.59109 2.15083 2.00946 3.89984 2.7031 2.03116 1.62973 1.67156 1.48091 1.51598 3.19323 2.53581 2.41776
threshold=70.171445662850019 85.995710218650018 94.773526014550015 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.098075000000000023 39.110279783550006 71.096275259700022 94.203572890950014 85.925810307250018 41.872294782850005 75.462331263550013 85.812895065800021 85.791387400750025 47.927946529500012 0.087555000000000022 67.04476885710001 58.167480110400007 85.121961326250016 0.093325000000000033 37.52517992975001 0.076615000000000016 -0.074999999999999997 0.084090000000000012 75.408562100950022 41.827117825850003 99.994511703900017 0.087715000000000029
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 5 6 23 -6 -2 10 -10 12 13 -1 15 16 17 18 -14 -15 21 -21 -23 -4 -25 -8 -27 29 -29 -28
right_child=2 -3 3 -5 7 -7 25 -9 9 -11 -12 -13 14 19 -16 -17 -18 -19 -20 20 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.0033437888125609208 -0.0042690080235697403 0.0007049630028034392 4.5607762338959611e-06 -0.0019900194005901448 0.0010764913746651131 -0.004260348448011644 0.0029044617741894804 -0.00093254466657443898 0.0029082359223273112 -0.0034448568434499271 -0.0016060451862140734 -0.0020747624297172184 0.002932489749050107 0.002543848569812913 -0.0041456911333619031 0.0035537169853847935 0.00081224731314790126 -0.00029959023427900301 -0.0035734714639144289 -0.0039516900965251428 0.00099157231808354195 0.0018124932604553037 -0.0019082540861836855 -0.0037303863542164912 0.0016145776191482878 -0.0006996893297739038 -0.0049245300469794922 0.0032297887730873445 -0.00015416425688002171 1.1312635759110436e-06
leaf_weight=2.1303138616494826 2.3980855583213252 158.8243060419336 3.8432528595440072 5.274098595371469 29.712816732935607 2.130025425227358 2.0461623400915405 5.4610682720085597 1.9816304678097365 2.8656130502931774 2.7865273542702198 4.4136282596737137 0.59774989355356822 4.9857679307460776 2.2386434711515895 1.6784479767084111 9.263604134321211 9.8646440804004651 5.8118231990374625 3.1217959630303067 25.498545903712511 2.8401666358113289 3.4855367708951235 3.8877395340241492 0.74344241723883886 17.019067175686359 1.1422292300267205 6.4335982799530012 3.7323414540151134 15.310193323879501
leaf_count=223 49 893 196 161 391 63 14 70 21 190 49 31 13 21 28 5 54 121 302 78 100 20 27 339 8 177 53 19 98 220
internal_value=0.000251511 0.000434704 -0.000151285 2.75893e-05 0.000143934 -0.000243897 -8.59302e-05 0.00076457 -0.00187615 -0.00112446 0.000270075 -0.000130596 -1.06129e-05 0.000404247 -0.00060304 -0.000311643 -0.00056569 -0.00135004 -0.00296673 0.0006042 0.00032747 -0.00146492 -0.000237682 -0.00156764 -0.00287236 0.000188932 6.16005e-05 0.000548349 0.0019874 -0.000340839
internal_weight=341.523 234.755 106.768 96.736 91.4619 56.2881 54.158 35.1739 10.0319 7.63377 4.76816 75.9307 71.517 42.0621 29.4549 27.2163 25.5378 16.2742 6.40957 39.9318 34.946 9.4475 6.3257 8.47443 4.63118 45.6836 43.6374 26.6184 10.1659 16.4524
internal_count=4034 1916 2118 1809 1648 1187 1124 461 309 260 70 1023 992 469 523 495 490 436 315 246 225 125 47 543 347 581 567 390 117 273
is_linear=0
shrinkage=0.00326596


Tree=337
num_leaves=31
num_cat=0
split_feature=2 3 2 2 4 4 1 4 2 4 4 1 4 3 2 4 3 2 4 4 4 0 3 2 3 0 3 2 2 2
split_gain=0.561996 0.557463 1.28973 1.3895 1.18014 3.0532 0.675279 0.660785 0.900089 1.36958 0.668393 1.30169 1.69829 0.753624 0.679715 2.85286 3.13471 2.31584 2.21821 1.76981 1.74712 1.63555 2.87227 3.23146 2.78738 2.13645 2.62643 1.55158 1.55037 2.49678
threshold=0.36215000000000008 -0.27453499999999997 -0.031449999999999999 -0.23349 48.96897326980001 48.86568841230001 58.167480110400007 32.724174661450007 -0.10623499999999998 30.317390213800007 35.419594101850009 73.553525990900013 33.151194885250007 0.094375000000000028 -0.06483499999999999 39.792680591700012 0.10157500000000001 -0.072524999999999992 39.685256516350002 38.121007182500009 42.558389508100007 89.168090812600013 0.09062000000000002 -0.117885 0.09450500000000002 85.995710218650018 -0.081689999999999999 -0.02903 -0.079634999999999997 -0.08262499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 -3 -10 11 13 -13 -9 15 16 18 28 21 -18 -16 25 23 -23 -24 26 -12 -22 29 -17
right_child=-2 7 -4 6 -6 -7 -8 10 9 -11 14 12 -14 -15 20 17 19 -19 -20 -21 27 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.035390751215059565 -0.015906608103402858 -0.036758622335766204 -0.037404972835878368 0.02565525055633322 -0.043384346163001158 0.033452467246324093 8.2301654304723436e-05 0.0014597282315999868 0.022283689231322654 -0.023104176631513353 0.016100388608464047 0.019132781442628401 -0.032339867240161364 0.016150573405303771 0.0041686923266331796 0.0023714996257433322 -0.012048855830846448 -0.019524517960919054 -0.031714123181307917 -0.040833202819808845 -0.030831931829893522 -0.00049194475293578828 0.014435303485640764 -0.036204774887297023 -0.016983332857674702 0.020745592288915635 -0.033740558146760691 -0.0029028403727710205 0.010582953810745479 -0.013329630937410542
leaf_weight=1.0922843219013887 1.5100468969903875 0.80310605629347298 0.90382765087997441 1.2688055285252633 0.85361313819885243 0.88010248541831959 2.0328167459229007 4.1385892517864686 0.92672935483278651 1.1000105529965365 1.641021177172661 0.77931654866551925 1.2839273703284559 7.3047776985913515 86.319305597688071 103.64069506683153 3.8187804144108659 3.7777602907735846 1.9114780197851349 2.8017089281929657 1.7256915377802204 3.8386153233004774 6.5511187191586924 3.828919201972893 3.1700840839766897 4.8588461428880692 1.5606152769178203 11.761427938210543 15.162478001439011 8.2740811847034035
leaf_count=77 109 64 69 23 8 2 42 38 18 33 54 9 80 45 787 1464 64 37 23 46 93 97 40 87 46 23 26 271 139 120
internal_value=0.000829638 0.000917387 -0.00673224 -0.002208 -0.0163654 -0.00467209 0.00990992 0.00110882 -0.0121155 -0.00235052 0.00124336 0.00721173 -0.0128979 0.0108375 0.00093875 -0.000145947 -0.00724682 0.00169805 -0.00313738 -0.02423 0.00273019 -0.000990995 -0.00573847 -0.0183258 0.00418969 0.00925065 -0.00819423 -0.0064764 0.00232896 0.00121068
internal_weight=289.521 288.011 7.03145 6.12762 2.826 1.97239 3.30162 280.979 2.82985 2.02674 278.149 13.5066 2.06324 11.4434 264.643 164.836 33.9812 130.855 27.3607 6.62049 99.8064 25.4492 17.3887 7.66753 9.7212 8.06048 3.20164 13.4871 127.077 111.915
internal_count=4034 3925 221 152 87 79 65 3704 115 51 3589 172 89 83 3417 2266 506 1760 396 110 1151 373 270 184 86 103 80 364 1723 1584
is_linear=0
shrinkage=0.0275057


Tree=338
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 3 4 3 0 3 4 2 1 2 3 3 2 3 3 4 3 0 2 4 4 3 3 1 0
split_gain=3.42266 3.94053 3.09643 2.69181 3.42178 3.34955 2.57516 2.12619 2.69353 2.72792 1.97368 1.90097 2.07449 2.6257 1.97243 1.74303 1.68345 2.20375 1.76358 1.67678 1.66379 1.9883 1.59083 2.63005 1.98549 3.25153 3.19831 3.3613 1.85546 2.79388
threshold=70.171445662850019 94.773526014550015 85.705356740550016 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 39.110279783550006 0.087555000000000022 94.203572890950014 0.10184000000000003 48.226196960950006 -0.14138499999999998 62.052302108850007 -0.13509999999999997 0.084090000000000012 0.076615000000000016 -0.074999999999999997 -0.10565499999999999 0.090735000000000024 38.121007182500009 0.095750000000000016 96.163458868000006 -0.099639999999999992 41.827117825850003 41.147265497500008 0.087715000000000029 0.09450500000000002 75.408562100950022 99.994511703900017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 10 4 5 6 16 -2 -9 -10 11 12 -1 14 -14 -8 18 -18 -3 -11 -16 -22 23 -17 25 26 -24 -28 -26 -30
right_child=1 3 -4 -5 -6 -7 15 8 9 19 -12 -13 13 -15 20 22 17 -19 -20 -21 21 -23 24 -25 28 -27 27 -29 29 -31
leaf_value=-0.0022441157383564911 -0.0040040831149280457 -0.0031454007972599434 0.00063257289910453429 -0.0019431730438023895 0.00084122958826105844 -0.0039000887601324768 0.002749395220189162 -0.0031310018580155024 0.0027024389041394978 0.0010249016792809955 0.00083920990294885484 0.00065828734343558479 0.0030445901830917104 -0.003309044714289229 0.0014169659971157204 0.00089633481010073924 -0.0033540409440708458 0.0021119483421895616 0.00098257561537487439 -0.003313098000357219 -0.00049721546383339407 -0.0046986443443573405 -0.0043072846603129352 -0.0033096681698817523 -0.00061149286348305691 -0.0032386160407427405 0.0015145828007447602 -0.00086986057454249406 0.0029224275164748143 -0.00026534617142838062
leaf_weight=7.3381326457019886 2.7892734212800852 1.2353191727306692 192.83863035170361 5.5939912211615583 37.258369349758141 2.1341593983815974 2.0852355798706403 3.3442841460928303 2.2256365595385432 1.2979589197784664 11.94345713406801 8.7585952207446081 1.6137840785086179 2.4002787079662076 3.5844469293952086 2.22986682318151 4.6855066100833938 0.73240610375069071 3.1676900973543507 1.8639819268137214 11.881139992037786 1.0529766231775273 1.3305022126296595 2.9865617738105348 3.9694520644843569 2.842618901282548 10.690079971856905 9.6681740757776407 6.4260190948843938 3.7321366319665685
leaf_count=369 49 103 1041 161 461 63 14 187 16 18 81 53 6 79 33 32 339 8 93 39 242 12 50 64 24 41 88 151 19 98
internal_value=0.000269412 -0.000153256 0.000466011 3.23616e-05 0.000148476 -0.000297186 -0.000159342 -0.00177674 -0.00106525 0.00021705 -0.000195258 -0.000532559 -0.000906791 -0.000428846 -4.75779e-05 0.000131707 -0.00152141 -0.00261514 -0.00017558 -0.00153237 -0.000349668 -0.000839257 7.29791e-06 -0.00151173 0.000212267 -0.000291706 9.45281e-05 0.000382206 0.00108737 0.00175123
internal_weight=353.701 112.289 241.411 100.768 95.1741 57.9157 55.7816 11.5211 8.73186 5.38758 48.5728 36.6294 27.8708 20.5326 18.1323 45.9606 9.82092 5.41791 4.40301 3.16194 16.5186 12.9341 43.8754 5.21643 38.659 24.5314 21.6888 20.3583 14.1276 10.1582
internal_count=4034 2118 1916 1809 1648 1187 1124 309 260 73 875 794 741 372 293 581 543 347 196 57 287 254 567 96 471 330 289 239 141 117
is_linear=0
shrinkage=0.00293039


Tree=339
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 2 3 0 0 0 3 2 1 4 1 0 2 1 2 4 4 3 0 0 0 1 4 3 1 0
split_gain=0.560456 2.70966 1.11558 1.02005 1.46109 1.50838 1.21612 1.68338 1.08766 1.57198 1.31383 1.24932 3.46109 2.07087 3.62664 2.2173 1.93455 2.95701 1.87204 2.04535 1.32082 1.16139 1.00168 0.984292 2.63085 1.92112 2.48058 1.74286 1.61895 1.96684
threshold=66.590419433100024 66.351146659450009 65.687097501250022 85.995710218650018 -0.30094499999999996 -0.16182999999999997 0.41214500000000009 85.925810307250018 86.135510041400025 86.329079026800017 0.087555000000000022 -0.06828999999999999 63.705703859100005 42.622319549950006 62.391047833300007 86.89903215050002 -0.085584999999999994 62.020040611300011 -0.055334999999999995 41.50623664750001 43.182896969600009 0.088350000000000026 87.278104746850019 91.937202686950016 91.394134144600017 67.300172379550006 47.927946529500012 0.12535000000000004 68.20618276945001 93.953546284800012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 -1 -7 10 -10 13 18 14 16 20 -11 -18 -13 22 -15 -16 -20 24 25 -2 -27 28 -25 -30
right_child=23 -3 -4 4 5 8 -8 -9 9 11 -12 12 -14 15 21 -17 17 -19 19 -21 -22 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=-0.00088464550454282601 0.014562572636641982 0.022517056569817302 -0.013606061231617748 -0.01472806917883193 0.017434789267485637 0.01135321750631344 0.015413975358923441 -0.021391886387934083 0.0013104388195493428 -0.0041683218072197051 -0.019003949390933431 0.030832081907760621 -0.013758406943646957 0.025487087817504774 -0.0024765923046150507 -0.0039775175128148538 -0.0065702474827475195 -0.043584155091103693 0.0091832873567999698 -0.0029483338753070469 0.00058030596267592013 0.01726041147598855 0.026101479366034193 -0.020589519562674932 -0.035409143646675106 -0.0371433291157078 0.0166194615801258 -0.02456761438688428 0.0095385610209593533 -0.0005494774108490677
leaf_weight=56.539811030961573 3.118948655202983 4.6687863506376734 3.7348423618823281 3.2366917431354514 5.9820464849472037 10.651897940784691 3.2044088691472998 3.2014408577233544 5.0422661155462247 8.7690471448004157 4.6159400157630444 3.646239370107657 4.4665704257786265 5.6691514775156957 3.8338942229747754 5.8042772263288498 3.4850957691669491 3.0754325017333031 6.1084903627634137 6.5748165287077418 2.2517705708742142 5.4857035800814629 4.6773440428078175 2.6849478916265062 2.2167705064639449 1.7273938735015693 1.0411315178498624 2.1355834504938676 17.348432512721047 93.323640667047584
leaf_count=975 17 30 28 19 35 58 15 29 25 36 33 18 39 66 23 36 26 30 29 37 8 27 48 28 54 65 7 69 117 2007
internal_value=0.000805838 0.00185655 0.00125389 0.00160893 0.00343363 0.00408577 -0.00109793 -0.0019836 0.0031369 0.00194626 -0.0083984 0.00351109 0.00823465 0.000375524 -0.00439365 0.00894051 -0.012622 -0.0239216 0.0129109 0.00914694 0.0184066 0.00914101 0.01652 -0.000594516 -0.009863 -0.000244281 -0.0169253 5.58639e-05 0.000519757 0.00103188
internal_weight=288.323 164.726 160.057 156.322 93.3767 90.14 62.9457 59.7413 84.1579 73.506 9.65821 63.8478 25.4735 38.3744 24.6492 13.7252 15.3296 6.56053 21.0069 17.3607 7.92092 9.3196 10.7858 123.597 8.10424 5.88747 2.76853 115.493 113.357 110.672
internal_count=4034 1670 1640 1612 593 574 1019 1004 539 481 58 423 171 252 142 110 92 56 132 114 74 50 77 2364 143 89 72 2221 2152 2124
is_linear=0
shrinkage=0.0275125


Tree=340
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 0 4 3 2 2 0 0 4 2 2 0 2 2 0 4 2 1 2 0 0 1 2 1 4 1
split_gain=1.92428 3.66251 2.75503 2.42844 3.65516 3.48777 3.15812 5.7967 2.55513 2.37687 2.5478 3.8506 2.67696 2.11858 2.4977 2.86747 2.58946 3.25487 3.29388 2.75464 2.70145 3.10827 2.65861 2.93458 2.58058 2.13481 2.77637 2.47605 2.89797 2.11808
threshold=42.779078631750004 75.462331263550013 100.15850764985002 63.705703859100005 62.111448187750007 87.009258933850006 41.919251152600005 0.093580000000000024 -0.097294999999999993 -0.026144999999999998 79.532656873050016 85.121961326250016 38.400997490450003 -0.5775499999999999 -0.23783499999999999 99.994511703900017 -0.10290999999999999 -0.098419999999999994 85.791387400750025 49.122847560300009 -0.095854999999999996 62.014663695050011 -0.092479999999999993 87.638358136350021 68.948197213500023 62.00390986255001 -0.23375499999999999 70.206395618550019 48.96897326980001 64.407391431150018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 6 -5 9 8 -8 10 -3 12 -12 -2 15 -15 19 -18 24 25 -20 -22 -23 -24 -19 26 -16 -27 -29 -7
right_child=2 3 -4 5 -6 29 7 -9 -10 -11 11 -13 -14 14 16 -17 17 18 20 -21 21 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.003274282130051881 0.0022352441434863464 0.0024416239558817184 -0.0026633785630677683 -0.0031176680620761963 0.0015844574813344118 0.0025670713121017405 0.0027470078385513435 -0.0040867130038013798 -0.00066852065199993844 0.0015447697126470096 -0.00024031369570860412 0.00038494565381015378 -0.0046845104013594199 -0.0034894446059621728 0.0017239954329236798 0.0042215752433838512 -0.0046113730218573954 0.0031311117814878972 0.0032296535966894434 -0.001265003949719471 0.0020209775331051887 -0.0046260394073911236 -0.0024333607910296453 0.00037862619102598406 -0.0035618110238846219 0.0029464985921485798 -0.002051713521002032 -0.0037916539210361352 0.0045383374109850567 0.00012188278991042565
leaf_weight=2.8063118918798855 3.7941794591024509 5.1183196231722823 4.4572884720400898 3.3224975792691103 34.950826074928045 3.6867127567529669 3.0669029131531707 4.2893169298768035 8.0761462152004224 21.303824506700039 2.7869393080472937 46.31895449757576 2.7159466855227947 3.8851808672770849 4.540199026465416 0.55995178222656239 1.9403877984732378 0.67180940043181081 2.5067663639783815 5.3414077172055832 4.937873553484688 1.6893731588497782 5.3340142145752933 12.815281450282781 4.5057774758897722 8.9749034326523525 3.5000875741243416 1.2841048501431931 0.63267046213150013 144.81225826160517
leaf_count=255 17 29 435 66 217 20 10 56 67 100 17 196 35 188 16 1 36 8 10 99 17 25 38 127 158 41 34 69 1 1646
internal_value=0.000229193 0.000346987 -0.000238301 0.000383224 0.000705285 0.000110365 0.000377264 -0.000939809 0.000271536 0.000637035 0.000297412 8.5633e-05 -0.00243374 -7.67617e-05 -0.000215738 -0.00251809 -4.13143e-05 -0.000603473 -0.000363896 0.000755401 7.81735e-05 -0.000240677 -0.000803607 -0.000447807 -0.00269338 0.00132543 8.03585e-05 0.00224455 -0.00104217 0.000182588
internal_weight=354.626 283.255 71.3713 280.449 128.627 151.821 93.6764 15.4324 11.143 78.244 56.9402 51.8218 5.50289 66.914 63.1198 4.44513 58.6747 34.4013 32.4609 24.2734 27.2833 24.7765 19.8387 18.1493 5.17759 18.932 8.04029 10.8917 1.91678 148.499
internal_count=4034 2714 1320 2459 727 1732 510 133 77 377 277 248 52 885 868 189 679 419 383 260 217 207 190 165 166 161 50 111 70 1666
is_linear=0
shrinkage=0.00318567


Tree=341
num_leaves=31
num_cat=0
split_feature=4 1 0 3 1 3 0 0 1 4 4 4 2 3 4 4 4 4 3 2 2 2 1 2 1 4 4 1 3 2
split_gain=0.559008 0.527022 2.09111 1.5899 1.42818 1.34834 1.18001 2.67094 1.74904 1.39758 1.79732 1.55153 1.75724 1.12963 1.04802 1.00434 2.6158 1.81063 1.35396 1.19489 1.3772 1.92963 1.10369 1.82272 4.31051 3.83994 1.90429 2.39096 1.8661 1.73022
threshold=29.342080195300003 66.964115113200009 90.407470010750018 0.13377000000000003 65.687097501250022 0.08674500000000003 91.937202686950016 90.633300493650012 67.300172379550006 43.89540535710001 48.86568841230001 49.122847560300009 -0.51146999999999998 0.089505000000000015 43.111435027700004 36.491284729650012 37.038444968100009 37.52517992975001 0.085820000000000021 -0.62218499999999988 -0.55354000000000003 -0.30094499999999996 61.987779113750001 -0.102645 63.705703859100005 42.779078631750004 43.157831852650006 62.181348099150007 0.09091500000000001 -0.080574999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 15 -4 7 8 -3 -8 13 -12 -13 -11 -9 18 -17 -18 -2 -19 -21 -22 -23 -24 25 29 27 -27 -28 -25
right_child=1 3 5 -5 -6 -7 9 14 -10 10 11 12 -14 -15 -16 16 17 19 -20 20 21 22 23 24 -26 26 28 -29 -30 -31
leaf_value=-0.017455501472761623 -0.0032289385409267537 0.025824309811905071 0.020945633253090651 -0.027086786836943239 -0.01300474444653785 0.0029191378891562122 0.001021974269487776 -0.030971329452970257 -0.013507109802279605 -0.027074927380610205 0.024294807628958113 0.026199579461627102 -0.024492407606228787 -0.0015272094775356793 -0.0041120914674741211 -0.024700160050654542 0.021273283273927867 -0.016140509889627196 0.015321848092781276 0.019557487398067584 -0.019067612845389131 -0.0016132930774626854 0.009105339707064404 -0.0020662619124334203 -0.027962355240103588 -0.0094804358941289954 -0.015549615990027632 -0.042739009258653003 0.0086146719521393612 0.0076942037200989017
leaf_weight=0.91189708554884319 3.2815472368383762 1.3819072693586343 4.7360716052353364 1.1905814094934601 3.8438312839716664 4.2066246960312128 107.021752845234 2.5237412797287111 1.082636499777436 2.9536091551126438 1.2311507060076112 0.52015026914887119 1.2483238687564151 1.3558375602588055 1.1288720248267052 2.1246252823621026 2.3729065991938105 2.1848149225115767 5.9293981250375509 2.1438374966382971 2.5647770203649989 47.138007365982048 19.11771039338781 13.299295450560733 2.6525508800987145 3.9084065938368422 2.8994738045148551 1.6507390746846793 4.2035662857815623 36.552725659683375
leaf_count=107 94 5 38 53 32 25 1500 47 56 320 9 7 237 29 22 25 25 14 59 8 95 573 99 88 54 56 41 15 21 280
internal_value=0.000657833 0.000715496 0.00156935 -0.000441416 0.000944176 0.012466 -0.000178037 -0.0100933 0.00854662 0.000352468 -0.00945066 0.00432182 -0.00958269 -0.0190371 -0.0226702 0.00129686 0.000818562 0.00120394 0.00871283 0.000859632 0.00113247 0.000837667 0.00122613 0.00281414 0.000968515 0.00219609 -0.00919886 -0.0193563 -0.00124923 0.00509035
internal_weight=287.361 286.449 164.811 121.639 155.868 8.9427 120.448 6.11716 2.46454 114.331 7.30907 2.99962 1.76847 4.30945 3.65261 152.024 142.813 140.689 9.21095 138.316 136.131 133.987 131.422 84.2845 65.1668 62.5142 12.6622 5.55915 7.10304 49.852
internal_count=4034 3927 1642 2285 1579 63 2232 130 61 2102 602 253 244 349 69 1547 1394 1369 153 1344 1330 1322 1227 654 555 501 133 71 62 368
is_linear=0
shrinkage=0.0231714


Tree=342
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 3 2 2 3 1 2 3 4 0 2 1 0 3 4 4 2 4 3 1 1 2 2 3
split_gain=4.44291 3.87714 3.7844 3.06523 2.33924 4.13098 3.97997 2.9909 2.45396 4.16705 3.10766 3.20707 4.06934 2.29886 2.24513 3.98921 3.69643 2.24793 3.40798 3.47741 2.2313 2.45091 2.14985 2.00641 2.00577 1.98162 2.93648 1.96402 2.27382 1.73072
threshold=70.171445662850019 94.773526014550015 85.995710218650018 107.57327517365 -0.054619999999999995 0.22598000000000004 -0.068964999999999985 0.083495000000000028 -0.59502499999999992 -0.14654999999999999 0.092505000000000018 75.166600869200025 -0.095854999999999996 0.098075000000000023 41.942745071500006 75.462331263550013 -0.12546499999999997 58.167480110400007 85.121961326250016 0.093325000000000033 38.969453495950006 40.206947806850003 -0.086139999999999994 38.064633603500006 0.097015000000000032 72.187789260650007 82.949687156850018 -0.116995 -0.088224999999999984 0.076615000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 4 6 13 7 29 -9 25 11 12 -11 -6 15 -1 -16 -17 19 -19 -20 -22 -23 -21 -7 -10 -27 -12 -29 -3
right_child=1 3 -4 -5 5 24 -8 8 9 10 27 -13 -14 -15 16 17 -18 18 20 23 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0022429034551352807 -0.0013321949240803685 -0.00012619065853212733 0.00057490951417357955 -0.002226658160138519 0.00093627654053350174 -0.0025633813203754384 -0.0028921928110260272 0.0011682435955818686 0.00067920298881227453 0.00088954193897877406 0.0010161233063472909 0.0013235005959003562 -0.002713083733483646 -0.00052395082540424075 0.00027979013795873079 0.0017571645095251559 -0.0012136285881251779 -0.0025858060053871607 0.0018966171632354379 0.0011959639186201105 -0.001054415288962611 0.0013922151663926751 9.5307591102735302e-06 -0.0011881712239679438 -2.073030123062619e-05 -0.0027755261701869851 0.0010282622925979676 -0.0027357012767928314 -0.00039165472213696569 -0.0019959305563825207
leaf_weight=2.7828112579882136 11.289834659546612 4.0802846483420563 172.28641474666074 2.8340895703295237 32.639460142701864 2.8511786912567905 2.5135596608743063 8.7927198631223202 1.5581089481711305 3.718010686337939 2.6146325888112179 14.309260464739053 2.4814301449805756 6.068865693639963 16.08345540845767 5.4512472078204146 15.39831993030384 3.4961855201981944 5.4168682433664825 3.6182014234364033 4.7552390024065998 10.288456998765474 11.091687068343157 3.1203782670199871 3.0455895438790321 5.1460518091917038 1.1851749347988514 2.8592235725373021 6.2754121329635373 5.5407801151741296
leaf_count=227 309 116 893 649 191 82 55 47 8 33 15 75 43 58 203 21 317 82 20 23 27 31 46 26 23 77 30 50 55 202
internal_value=0.000228689 -0.000117109 0.000391927 9.30878e-06 6.92723e-05 0.000448558 -0.000207734 -9.25119e-05 0.000125793 -0.000102516 0.000244601 0.000756426 -0.000552469 0.000707336 5.12541e-06 0.000291989 -0.000450669 0.000441319 0.000269663 -0.000822761 0.000624018 0.000360257 0.0006749 9.19622e-05 -0.00125014 -0.00152181 -0.00206348 -0.000648805 -0.00112536 -0.00120298
internal_weight=373.593 119.804 253.789 108.514 105.68 44.6051 61.0746 58.5611 48.94 40.1473 32.258 20.5087 6.19944 38.7083 81.5029 50.0211 31.4818 47.2383 41.787 10.2348 31.5523 26.1354 21.3801 6.73858 5.89677 7.88934 6.33123 11.7493 9.13464 9.62106
internal_count=4034 2118 1916 1809 1160 354 806 751 433 386 271 151 76 249 1023 503 520 276 255 131 124 104 77 49 105 115 107 120 105 318
is_linear=0
shrinkage=0.00217865


Tree=343
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 2 1 1 0 0 0 4 1 2 2 0 3 1 3 0 2 0 2 3 3 0 4 0 2 4
split_gain=0.524551 0.978517 0.591481 1.27717 1.80501 0.581412 0.536364 1.22551 1.38887 0.693214 1.99029 1.50182 1.2169 0.616741 3.44366 1.08975 1.97472 1.63997 2.17587 2.0685 1.33645 1.00656 0.909036 1.6343 3.52952 3.04648 2.95814 3.24916 2.55998 2.46457
threshold=83.740093847200015 0.20949500000000004 83.116371560950014 81.479100559500012 104.91170162450001 0.22598000000000004 80.468240302450013 78.962703749400006 103.80405687475002 101.86567856270001 100.15850764985002 41.092444989200011 77.543197856500015 -0.58559499999999998 -0.50001499999999999 97.878695155250014 0.11278000000000003 75.408562100950022 0.085235000000000019 97.752337623100019 -0.11572 98.674478761850011 -0.11572 0.08481000000000001 0.086520000000000027 90.767723400200012 40.467253020850002 94.625660817400004 -0.079634999999999997 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -3 7 9 -9 10 13 -11 -12 -1 21 17 20 22 19 -19 -17 -15 -16 29 -25 -26 -27 -28 -29 -24
right_child=1 5 -4 4 -6 -7 -8 8 -10 11 12 -13 -14 14 15 16 -18 18 -20 -21 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=0.008385434479377939 -0.035014291286669913 0.033571481255468001 0.0156889252106144 -0.038010502576708266 0.018094585646892321 -0.033703266473044446 0.0086374806607498831 -0.04025336907605178 0.021665550269796593 0.024348229721396494 -0.041499515613285611 -0.018289108079077007 -0.0078035046380728066 -0.032406499833498199 0.0051882340253515073 -0.00074480965178325685 0.016062159816212798 -0.038899810707049273 0.025631757099840446 0.041841237558172296 -0.030990909147729662 0.0091093480021471936 0.035763702766918655 -0.024080272957863871 0.0028319436715294908 -0.0026849864846075011 -0.050501988368058165 -0.038320340562642156 0.0087912081434000401 0.0033920904267791731
leaf_weight=12.678690495435147 1.1890804288559582 0.50555264949798573 3.0311335572623639 2.0747780741658057 0.92006164591293771 0.19900823221541941 10.151874132570809 1.5762745446991169 0.54083359660580743 3.6170121353352434 1.8258313296828408 1.2307464648038147 3.4282899806275964 4.3545453452970824 52.021425104583614 2.6862451042979956 2.4168486944399774 1.261627450119702 6.3737995007541031 0.48956209421157826 4.1060522876214218 0.76288588996976603 2.7657510228455058 7.5349524368066332 81.120560394367203 20.344773312797773 3.5429423674941045 2.0902451183646917 3.3161067366600037 47.734152808319777
leaf_count=84 693 2 27 123 53 62 88 59 23 41 51 41 40 131 685 38 26 80 34 1 71 6 14 104 579 184 72 57 20 545
internal_value=0.00092334 -0.0165659 0.00103995 0.000881918 -0.0207741 0.0145693 0.00111524 0.000830104 -0.0244356 0.00103142 0.000799266 0.0135235 -0.019513 0.0012168 0.000842657 0.00142498 -0.00981972 0.00187798 0.0165881 -0.0163279 -0.0190291 -0.0262175 0.00133586 0.000146155 -0.00200265 -0.000496026 -0.00971178 -0.025686 -0.00942342 0.005165
internal_weight=285.892 1.89364 283.998 280.967 2.99484 0.704561 277.972 267.82 2.11711 265.703 260.855 4.84776 5.25412 255.601 242.922 237.805 9.20915 228.596 8.12499 1.75119 6.7923 5.11743 220.471 168.449 117.95 110.415 29.2941 8.94929 5.40635 50.4999
internal_count=4034 757 3277 3250 176 64 3074 2986 82 2904 2822 82 91 2731 2647 2510 135 2375 115 81 109 137 2260 1575 1016 912 333 149 77 559
is_linear=0
shrinkage=0.0333403


Tree=344
num_leaves=31
num_cat=0
split_feature=3 2 0 3 2 4 2 2 3 4 1 3 3 2 1 0 2 2 2 1 0 0 3 1 0 4 1 0 0 0
split_gain=0.54776 1.13333 1.23392 0.69147 2.00836 0.681657 0.737327 1.19437 0.949085 0.521839 1.18108 1.52976 0.698193 1.1999 0.6832 3.14935 1.06975 1.56567 1.20078 1.18765 1.06028 1.03945 0.965954 0.758156 3.08987 1.78504 1.59185 1.60886 1.56231 1.88561
threshold=-0.27453499999999997 -0.031449999999999999 71.249517373150013 -0.55648999999999993 -0.14429 32.724174661450007 -0.10623499999999998 -0.092710000000000001 0.076835000000000028 35.419594101850009 73.553525990900013 0.11531000000000002 0.094375000000000028 -0.11103999999999999 61.622148808000013 82.602876058000007 -0.23375499999999999 -0.23349 -0.23783499999999999 58.167480110400007 78.626646483100004 81.446839061900008 0.092505000000000018 69.873026810350026 93.692765846100016 36.491284729650012 69.563854125350005 92.805574663100018 93.953546284800012 94.773526014550015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -2 -8 -9 10 12 -12 -7 -14 15 16 18 -18 -11 20 -19 -16 -17 26 -25 -26 27 -23 -27 -30
right_child=5 -3 3 4 -6 9 7 8 -10 14 11 -13 13 -15 21 22 17 19 -20 -21 -22 23 -24 24 25 28 -28 -29 29 -31
leaf_value=-0.035544773453943489 -0.035998004367740671 -0.036610187402996944 0.014724886929855111 -0.038165224705725982 0.0091567901145736489 0.00078683223327990896 0.023978258096160887 0.010660080839302609 -0.037391904051904915 -0.00081073222639128353 -0.031929231909404464 0.018325432334301273 0.024802815743609569 0.0016972337296901506 -0.028443441678041918 -0.043110143513521756 -0.031406842561853873 0.0011144579747883567 0.030893559240146685 -0.019447336491493061 0.030510035991567409 0.002342662401883364 -0.014072340818976846 -0.03379834780716777 -0.02280007279279998 0.016469004348681867 0.017589187370338946 -0.016041881553782469 -0.01333382718433722 0.0011291437718228654
leaf_weight=0.75971672614105035 0.75071431536343913 0.86099362172535521 2.0081046854611482 1.0028834062977692 2.1280201717745522 4.0528218913823348 0.74041567905806083 0.49537824420258247 0.84583020201534964 1.9002856174483895 1.2392241728084616 0.73249928874429304 4.0916737169027328 2.9326096838340163 0.90169446915388007 1.6629606746137136 1.2977557890117148 4.0149966087192297 1.7387316077947608 1.5627947570756076 1.2147734165191648 143.63940677186474 1.827620764262974 2.1035973564721635 2.5348026781575745 4.5103139535058281 5.0711790509521952 3.7113505778834215 7.5417752047069362 74.845245675547631
leaf_count=50 64 78 22 62 18 38 10 25 52 48 82 13 22 24 122 33 24 135 7 32 5 1089 15 86 77 34 22 38 216 1491
internal_value=0.000690253 -0.00706323 -0.00275047 0.00209762 -0.00600128 0.000880176 -0.012575 -0.00412781 -0.0196438 0.00101971 0.00639959 -0.0132595 0.00989891 0.0151563 0.000749785 -0.00491774 0.00192353 -0.00366033 0.0143377 0.00164078 0.00794248 0.00110207 -0.0279063 0.00121127 -0.000771951 4.8865e-06 0.00240228 0.00187961 0.000670109 -0.000194808
internal_weight=282.72 6.75972 5.89872 5.13901 3.1309 275.96 2.83234 2.08162 1.34121 273.128 13.0488 1.97172 11.0771 7.02428 260.079 15.2199 11.7293 8.09032 3.63902 6.79256 5.22977 244.859 3.49058 243.958 91.5357 89.4321 152.422 147.351 86.8973 82.387
internal_count=4034 230 152 102 80 3804 151 87 77 3653 179 95 84 46 3474 299 251 196 55 172 140 3175 48 3053 1904 1818 1149 1127 1741 1707
is_linear=0
shrinkage=0.027569


Tree=345
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 3 0 1 2 2 1 1 0 1 0 2 1 2 3 2 2 2 0 2 4 4 2 4 2
split_gain=3.096 2.09289 3.48085 3.06251 2.70017 3.51926 2.32372 2.28518 2.66425 2.22397 2.84055 2.84277 2.10965 2.29872 2.06124 4.37702 1.80879 1.89618 2.05338 1.78501 1.70359 2.41404 2.79342 2.69522 2.34544 1.79033 2.37085 3.05671 3.82118 2.31059
threshold=107.57327517365 70.171445662850019 96.163458868000006 85.732241321850012 71.096275259700022 70.776348742200014 0.08376500000000002 97.878695155250014 78.10777406390001 -0.59681499999999998 -0.092710000000000001 83.116371560950014 72.187789260650007 94.940210418650011 81.479100559500012 104.91170162450001 -0.083424999999999985 75.408562100950022 -0.10423499999999999 0.079470000000000027 0.18145000000000003 -0.010319999999999999 -0.018034999999999999 67.04476885710001 -0.053159999999999992 35.782584506850007 47.927946529500012 -0.14138499999999998 42.719328117250008 -0.58994000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 20 5 -3 12 16 -9 -10 11 -11 13 -6 -12 -16 17 18 -4 -18 21 22 24 -23 25 -1 27 29 -29 -27
right_child=-2 2 7 -5 6 -7 -8 8 9 10 14 -13 -14 -15 15 -17 19 -19 -20 -21 -22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0012239266302674623 -0.0027664774379921012 -0.0011664742196722583 0.00024875924751979333 0.00056231118469216414 -0.0029651766525759229 0.0019682432510140149 -0.0031021094551556966 -0.00098876675163176082 0.0021509677839977089 -0.0030799075618389523 0.00083224221745178018 0.0008050062949211238 -0.0029793993051005527 0.0019195093034983632 -0.0032313912700926142 0.0021539110813477915 -8.2995675878503163e-05 0.00095471226483011761 -0.0026952847963213119 0.0017752500379167012 0.0015463330699494052 0.0030259348284678088 0.0022689413959177027 -0.0032655354956535789 -0.0035971196674436773 0.00062027580069568802 0.00077363382843387892 0.00031283981328910455 -0.0030502165224248856 -0.0030376395418840463
leaf_weight=5.6460333999712011 2.5196785776643074 7.5660803196951765 4.2046135198324901 188.69817063491791 0.98161659389734124 4.0718671716749668 5.9712093616835773 18.588138333521783 4.1648130451794705 3.7738685144577202 19.637170061934743 2.2060996806249022 1.8795319930650292 2.5936914160847664 2.9123795565683386 1.8081525913439689 5.1995301935821798 7.8397672483697534 3.0009086765348911 14.410936035215853 3.9390322882682076 0.59048201143741552 3.3168261195532969 3.408690826036036 1.5568280909210432 1.6125691998749934 9.0408880710601789 15.294593355618426 2.9845632128417483 6.1229376541450611
leaf_count=111 649 119 24 1026 62 19 165 245 31 166 133 102 112 16 97 30 31 41 26 50 35 4 31 152 34 8 54 91 84 286
internal_value=0.000236487 0.000257921 -5.15692e-05 0.000399511 -0.000991436 -6.97041e-05 -0.00193026 0.000195473 -0.000159006 0.000288025 3.22768e-05 -0.0016467 -0.000647485 0.000578397 0.000444477 -0.00116861 0.000738516 2.94016e-05 -0.000977357 0.00128255 -0.000174554 -0.00031129 -0.000133572 -0.00233659 -0.000322144 -0.000196876 -0.00042571 -0.000842519 -0.000236269 -0.0022751
internal_weight=355.542 353.022 110.81 242.212 23.064 11.6379 11.426 87.7464 53.0906 34.5025 30.3377 5.97997 5.45484 3.57531 24.3577 4.72053 34.6558 15.0453 7.20552 19.6105 53.5134 49.5744 45.5752 3.99917 42.2584 40.7016 35.0556 26.0147 18.2792 7.73551
internal_count=4034 3385 1469 1916 493 138 355 976 804 559 528 268 190 78 260 127 172 91 50 81 890 855 699 156 668 634 523 469 175 294
is_linear=0
shrinkage=0.00271873


Tree=346
num_leaves=31
num_cat=0
split_feature=0 3 4 1 1 2 3 3 3 3 3 0 0 1 0 4 1 0 1 0 4 1 2 1 1 3 2 2 3 2
split_gain=0.477511 1.06913 1.31892 0.847739 1.86076 1.41703 1.28365 1.4614 1.38669 1.24527 1.20081 1.22427 2.00028 1.16577 1.26167 1.10489 0.908878 1.44831 0.799337 2.11696 1.20241 3.21281 2.59517 1.83229 1.55414 1.1594 1.06811 0.940131 2.39134 1.73969
threshold=85.705356740550016 -0.26958499999999996 33.708131650200009 58.167480110400007 59.632689791450012 0.18145000000000003 0.10220000000000003 0.093580000000000024 0.09062000000000002 0.10608500000000003 -0.16320999999999999 85.624702996650015 85.121961326250016 57.041016153700006 71.332859575200004 35.879804895950009 61.87486387225001 85.57631075030001 66.590419433100024 90.407470010750018 38.625745710700009 64.02831883475001 -0.14259499999999997 64.665483411650015 62.55235532115001 0.087125000000000022 -0.081354999999999997 -0.059424999999999999 0.083495000000000028 -0.59502499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 13 -5 6 7 8 10 -8 -6 12 -12 14 -1 -16 -14 -18 19 20 23 24 -23 -3 -22 -21 -25 28 -20 -30
right_child=1 18 -4 4 5 -7 9 -9 -10 -11 11 -13 16 -15 15 -17 17 -19 27 25 21 22 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.0033483892335595148 0.024319989295467741 0.02183578253415256 -0.019232312969271342 -0.029112040594286074 0.003113256574711469 0.016132110638825164 0.017466135272181865 -0.030358525217581978 0.0077664936559428081 -0.0049070245129192863 -0.02800038345930525 -0.034774354586524642 0.028020915163030909 0.012671499844731489 0.014648086599268358 -0.027699113243843488 -0.026318564419267023 0.018003724347839038 -0.013383624888429447 0.023999342454762169 0.0011518249961491177 0.0015448234167658281 -0.031664162988493449 -0.0056436163474152664 0.01394149789511784 0.0032747054568631599 0.011895456735320099 0.002290993584014204 0.0099377519205033297 -0.0020853486910984605
leaf_weight=6.0186432715272513 0.50990887259831597 4.5128281190991393 2.9415133349539246 1.8135802109027306 2.6531683241482851 2.2289963271468869 2.6748418472707263 1.7591856394428749 3.3396894126199177 3.7131606019102037 2.1641593559179482 1.7421007361263035 0.73840016126632724 4.9712460786104193 0.49154328368604217 1.7776826997287569 0.9490579282864926 0.89556998247280717 10.134931689652147 4.3168498314917079 88.992917470633984 2.6452520973980427 3.3121741507202378 4.8327488526701918 6.3625298850238314 2.7692920789122581 3.938592590391635 51.699331132113002 8.9161932936403883 48.085389000916621
leaf_count=184 12 31 101 82 39 27 10 31 24 42 194 31 3 46 12 93 51 13 666 37 558 16 36 26 43 17 21 797 71 720
internal_value=0.0006115 0.0010172 -0.0127979 -0.00199795 -0.00473777 -0.00280392 -0.00484996 -0.00902654 -0.00602009 0.00446127 -0.0110563 -0.0168495 -0.0102715 0.00310019 -0.00264088 -0.0185262 0.00458237 -0.00480002 0.00121545 0.00263968 0.00181972 0.00089245 -0.0169185 0.00889166 0.00200521 0.0159001 0.00223195 -0.000242916 -0.00219419 -0.000204694
internal_weight=281.901 243.97 3.45142 37.931 24.6719 22.8583 20.6293 14.2413 12.4821 6.388 9.14246 6.48929 4.74719 13.2591 8.28787 2.26923 2.58303 1.84463 240.519 121.683 114.597 101.313 5.95743 13.2842 95.3554 7.08614 8.77134 118.836 67.1365 57.0016
internal_count=4034 3152 113 882 547 465 438 386 355 52 331 292 261 335 289 105 67 64 3039 785 731 653 52 78 601 54 47 2254 1457 791
is_linear=0
shrinkage=0.0249996


Tree=347
num_leaves=31
num_cat=0
split_feature=2 3 3 2 2 4 4 1 3 4 4 4 2 3 0 4 2 2 3 2 3 2 2 2 4 0 0 0 1 0
split_gain=0.481769 0.561524 0.440841 0.965124 1.13967 0.920092 2.55866 0.609697 0.526886 1.85878 3.15915 1.29156 1.95105 1.78074 2.0052 2.27872 2.49763 1.74703 2.18201 1.94823 1.5633 1.35454 1.98779 2.91757 1.63257 2.77015 1.26422 1.25215 1.19691 1.10617
threshold=0.36215000000000008 0.09450500000000002 -0.27453499999999997 -0.031449999999999999 -0.23349 48.96897326980001 48.86568841230001 58.167480110400007 0.088145000000000015 41.243661560350013 41.147265497500008 43.572676689450006 -0.078504999999999991 0.09914000000000002 86.135510041400025 41.942745071500006 -0.097799999999999984 -0.086139999999999994 0.09117500000000002 -0.13953999999999997 0.092835000000000015 -0.011675 -0.058374999999999996 -0.032369999999999996 42.094663496250007 86.20003303655001 94.625660817400004 91.394134144600017 65.687097501250022 98.674478761850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -6 29 10 -10 13 27 14 15 -11 -17 19 26 -16 -20 22 24 -24 -15 -26 -19 -13 -21 -4
right_child=1 -3 8 -5 7 -7 -8 -9 9 11 -12 12 -14 21 17 16 -18 18 20 28 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.033894189499217187 -0.030980698041368916 0.0021680171268487155 0.0030429300334246499 -0.034558391477641413 0.02367848789686898 -0.039917031413561302 0.031558964472171727 -0.00083331833356774904 0.0010985808703267311 0.013456448537436884 0.024853462729066061 0.021509684546735238 -0.021326427637965769 0.010181323556127071 -0.0098712539815824386 0.0075160887686787489 -0.033157503962746963 -0.0091227273039213314 -0.035608645405775845 -0.059130946698889353 -0.0074976929788909867 0.013846997900556471 -0.04141038022682568 -0.00065905147127195149 -0.034759914299369192 0.0030452000684242403 0.017248127137034806 -0.0019571905412737733 -0.027879095139109016 -0.005635453440227256
leaf_weight=0.97073473857017256 0.74848103907424846 0.72129271342419088 106.65155368275009 0.76397808879846607 1.1738228716421875 0.78469857200980175 0.76968386769294739 1.9265712591586632 88.540301321045263 4.5850714286789316 4.2157302640844128 4.0679308362305164 1.5413864646106938 8.013436362147333 3.2835788369993679 2.0868102218955755 2.2609667726792395 2.6027824487537128 2.526771723467391 1.2757619172334695 3.2523145899176598 4.1135568451136342 2.1303631188784493 3.1010738955810675 1.9410578459501273 4.9359537699492648 2.6241930317482911 2.732044251577463 2.8458904652507044 11.717149069998412
leaf_count=77 84 25 1422 69 23 8 2 42 841 24 28 19 98 43 31 16 56 16 40 9 25 38 27 23 34 37 30 34 53 760
internal_value=0.000596195 -0.0147129 0.000677298 -0.00628339 -0.00244347 -0.015815 -0.00494814 0.00844696 0.000841386 -0.000199426 0.00217823 -0.00387998 0.00590797 -0.00546287 -0.0101527 0.000270397 -0.0136353 -0.0152098 -0.00843552 -0.0252782 -0.0197886 -0.000171449 -0.00303727 -0.0172539 0.00195745 -0.00762541 0.00411671 0.0120813 -0.0375524 0.00218387
internal_weight=278.905 1.46977 277.435 6.38949 5.62551 2.52512 1.74042 3.10039 271.046 152.677 92.756 59.9209 8.34136 51.5796 27.3441 8.93285 4.34778 18.4113 11.0061 7.40523 5.77909 24.2354 20.1219 5.23144 14.8904 6.87701 5.22698 6.79998 4.12165 118.369
internal_count=4034 109 3925 221 152 87 79 65 3704 1522 869 653 151 502 300 96 72 204 111 93 65 202 164 50 114 71 46 53 62 2182
is_linear=0
shrinkage=0.0268104


Tree=348
num_leaves=31
num_cat=0
split_feature=1 0 0 4 2 0 0 2 2 4 4 4 3 0 4 3 3 4 4 0 2 3 3 3 2 4 2 4 1 2
split_gain=3.5728 4.30397 3.19383 2.7821 4.06936 3.43166 2.78098 2.23718 3.45656 2.3817 1.98413 1.97335 2.9702 2.46561 1.95487 1.8402 1.89905 2.12569 1.78135 2.87543 2.16151 1.84426 2.54419 2.39417 2.23067 3.71445 2.10117 1.93488 1.7668 1.74057
threshold=70.171445662850019 85.995710218650018 94.773526014550015 41.942745071500006 -0.12546499999999997 75.462331263550013 107.57327517365 0.22598000000000004 -0.048954999999999992 38.244973486750006 35.050303764500008 39.110279783550006 0.087555000000000022 94.203572890950014 44.262924377150007 0.091935000000000031 0.075810000000000016 39.337369931850013 38.400997490450003 95.117648655250022 -0.068964999999999985 0.083495000000000028 0.088655000000000025 0.076615000000000016 -0.59502499999999992 41.147265497500008 -0.074999999999999997 42.558389508100007 75.408562100950022 0.18145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 -1 7 8 9 10 -4 -2 -13 -14 -3 16 17 -10 -11 -20 21 23 28 -21 -24 -26 -25 -27 -23 -7
right_child=2 14 6 4 -6 29 -8 -9 15 18 -12 12 13 -15 -16 -17 -18 -19 19 20 -22 22 24 26 25 27 -28 -29 -30 -31
leaf_value=-0.0022840776965066868 -0.0029477619311167893 0.00061733666688073977 0.00029228223627671232 0.00025799357791484254 -0.0013302121907539039 0.00027237423285994181 -0.0022653363155746625 -0.0013103513574401759 0.0011555675155730675 0.002079125173121353 -0.0020683633656181453 -0.0023669922556201757 0.0020641412626045135 -0.0010319070408652356 -0.00073147233687302898 -0.00017458432035627298 0.0012545072069466668 -0.0020183431766161715 -0.0024566227891832889 0.0005492397276356132 -0.0016387750511525027 -7.4264545168159184e-05 0.0010817684322894194 -0.0025755969546525817 0.00031176849337224521 -0.002869527262232479 0.0017491701963812064 -0.00040180543219681439 0.0016394280883322292 0.0016763322132299255
leaf_weight=2.4454143876209846 2.5468189571984103 168.6761455591768 2.6198024060577145 15.552059415029364 16.334587209392339 42.967268832959235 2.5515044975327319 5.3873018743470302 2.158252979861575 1.979608368128537 5.3465559720061719 3.2846024273894709 2.2775763384997845 2.871975364163518 5.4786467817611983 8.7175603031646443 22.647626521531492 2.0148465926758945 2.3758696436416349 3.5401223446242431 3.489843641407794 4.2454833909869185 6.1536392257548789 3.6486658046487719 10.942444914719102 3.6816739244386545 0.65424296259880055 2.7343766074627638 9.8963428889401239 4.8532695919275275
leaf_count=227 49 835 38 203 317 252 649 105 15 7 136 187 16 57 58 76 112 33 74 84 44 26 31 172 75 53 2 28 49 24
internal_value=0.000230776 0.000377124 -9.32402e-05 -4.21506e-05 -0.000555597 0.000283559 2.62469e-05 8.34389e-05 0.000160971 -0.000158663 -0.00129205 -0.00123344 -0.00071578 0.000337433 0.000574905 0.000712387 0.00100068 -0.000376853 1.06006e-05 -6.9124e-05 4.66701e-05 0.000175952 0.000380147 -0.000804375 -6.78385e-05 -0.000475378 -0.00191803 -0.00181784 0.00112496 0.000414861
internal_weight=372.074 256.307 115.767 82.1526 31.8866 50.266 104.786 102.234 96.847 61.3087 7.96636 10.981 8.43415 5.14955 174.155 35.5383 26.8207 4.1731 53.3423 51.3627 48.9868 45.497 37.654 7.84303 23.5121 17.3585 4.30291 6.41605 14.1418 47.8205
internal_count=4034 1916 2118 1023 520 503 1809 1160 1055 819 174 309 260 73 893 236 160 48 645 638 564 520 262 258 187 156 174 81 75 276
is_linear=0
shrinkage=0.00222222


Tree=349
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 3 3 4 1 0 3 4 2 2 1 4 3 3 4 0 4 2 0 2 4 4 3 3 1
split_gain=3.38339 3.95166 3.67604 2.44325 3.35363 3.60416 2.90443 2.27878 2.03926 2.76812 2.49104 1.85453 1.99924 2.14548 2.31238 1.82836 1.80959 1.78237 1.76467 1.69368 1.87514 1.6413 2.21186 1.62146 2.39215 2.28168 3.02566 3.20785 3.79393 1.9363
threshold=70.171445662850019 85.705356740550016 94.773526014550015 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.098075000000000023 39.110279783550006 71.096275259700022 94.203572890950014 0.10184000000000003 48.226196960950006 -0.14138499999999998 -0.13509999999999997 62.052302108850007 36.491284729650012 0.097015000000000032 0.084090000000000012 41.898943182100005 67.469545241750026 42.558389508100007 0.04932000000000001 96.163458868000006 -0.099639999999999992 41.827117825850003 41.147265497500008 0.087715000000000029 0.09450500000000002 75.408562100950022
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 5 6 -4 16 -2 10 -10 12 13 -1 -15 19 -6 -5 -8 -16 -21 -18 -23 24 -20 26 27 -25 -29 -27
right_child=2 -3 3 17 7 -7 18 -9 9 -11 -12 -13 -14 14 15 -17 21 -19 23 20 -22 22 -24 25 -26 29 -28 28 -30 -31
leaf_value=-0.0018763528647568438 -0.0031860789910878313 0.00052159398836409336 -0.0013023754499977189 -0.0027671331869623399 -0.0015622032800302493 -0.0030437696572887464 0.0021973114517863162 -0.00068109061830151261 0.0021714404843514823 -0.0024922483881490917 -0.0011489227925716012 0.00060107270221678583 0.00046715843538866681 0.0022663553681967407 0.0001484226260441407 -0.0026213852532476368 0.0012677577282864613 -0.00016738655793027864 0.00057559829171297363 0.0022416393737024949 -0.0018493673415377887 -0.0026748633082642214 0.00071459032042800832 -0.0033719294512679185 -0.002646180040184686 -0.00049373196829616912 -0.0025081627033794055 0.0012002382988303593 -0.00077953071534814537 0.0014407174290866469
leaf_weight=7.3228895238135001 2.6962699764408162 195.23462049057707 9.6658316274406371 2.9111429224722079 1.5913482208270568 2.4470714983763164 2.1537949205376199 6.0816985660931087 2.170714430510996 3.3768302761018276 2.9692378584295511 11.783730850555001 9.5889701545238477 1.6639064848422993 11.834757369942976 2.2568722893483928 25.613661916926507 2.9433371853083372 2.2888029851019382 0.70260233338922162 5.4070233823731542 1.4219615396577854 4.2986110986676067 1.4331857973011271 2.8990526548586777 3.9312158599495879 2.9113723649643353 11.406056783976966 10.1547069682274 10.654943525674751
leaf_count=369 49 1041 543 123 46 63 14 70 21 190 49 81 53 6 105 79 178 38 32 12 170 105 62 50 64 24 41 88 151 117
internal_value=0.000213071 0.000369584 -0.000118511 1.86485e-05 0.000106138 -0.000243706 -0.000124539 0.000643775 -0.00140054 -0.000835262 0.000253339 -0.000217383 -0.000466099 -0.000772696 -0.000403069 -0.00062294 0.000888492 -0.00146011 0.000113471 -0.000371595 -0.0013789 0.00101295 -0.000127925 1.52168e-05 -0.00122478 0.000174088 -0.000245537 4.09446e-05 0.000267805 0.000919351
internal_weight=361.816 245.795 116.021 104.808 98.9533 59.946 57.499 39.0073 11.2131 8.51678 5.13995 50.5608 38.777 29.1881 21.8652 20.2013 32.9256 5.85448 47.8331 17.9444 6.10963 31.3342 5.72057 45.6793 5.18786 40.4915 25.9053 22.9939 21.5608 14.5862
internal_count=4034 1916 2118 1809 1648 1187 1124 461 309 260 70 875 794 741 372 366 391 161 581 287 182 345 167 567 96 471 330 289 239 141
is_linear=0
shrinkage=0.00235581


Tree=350
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 2 0 1 1 3 4 4 3 2 3 3 4 0 0 0 4 4 3 3 2 2 2 2 4 4
split_gain=2.81019 3.10003 2.84229 2.24169 2.11134 3.93565 3.22074 1.84742 2.61602 1.77032 2.29796 3.19698 2.91027 2.86872 1.70633 1.69863 2.58436 1.89821 2.04828 1.52993 3.99394 2.27887 1.51999 1.70756 3.44057 2.87588 2.86312 3.2519 2.73962 2.20855
threshold=70.171445662850019 85.995710218650018 94.773526014550015 107.57327517365 41.942745071500006 -0.12546499999999997 75.462331263550013 62.116825104000007 62.036171360100006 0.41214500000000009 38.400997490450003 41.257403903850005 0.10433500000000002 -0.059424999999999999 -0.26958499999999996 0.087555000000000022 39.110279783550006 94.203572890950014 94.625660817400004 82.250688042950017 48.226196960950006 48.96897326980001 -0.10747999999999999 0.09450500000000002 0.22598000000000004 -0.58559499999999998 -0.054619999999999995 -0.068964999999999985 42.522337019050006 43.077238082650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 15 22 6 19 -1 8 -7 10 -8 12 13 -12 -3 -2 -17 -18 -19 20 -6 -22 -4 24 26 -25 27 28 -24 -30
right_child=2 14 3 -5 5 7 9 -9 -10 -11 11 -13 -14 -15 -16 16 17 18 -20 -21 21 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0025935126394756982 -0.0027891774323746655 -0.0011406315378401633 -0.0018030636298078998 -0.0025739538991812259 -0.0027664941292832599 -0.0018829763573485392 0.0012294089378958985 -0.003201264136621976 0.00051465198100127704 0.0021681186036192289 -0.0012153469311308009 0.00086178294337754618 -0.0026679256912041076 0.001101473126786316 0.00060544752654157733 -0.0032950850139689251 0.0022484596320327906 -0.0027477606531333813 0.0019177590821570891 0.0016445158549943059 0.0019089148972642113 -0.00058773031162129795 0.00058434953608575322 0.001223283204480537 -0.0029386171818448657 -0.00078220137675664026 0.0010594282760667342 -0.0032957440868824944 -0.0036793247941128491 -0.0004487024963151778
leaf_weight=2.3533989256247869 3.6072507486678642 3.6596946320496491 2.6952690198086193 2.0942001006333149 2.8154713092371848 8.0409168452024442 12.257307162508367 3.0757899088785043 4.5639664381742469 3.504353553056716 7.9424830209463826 13.644075362011788 3.9892634227871886 6.0040827691555085 165.88060492649674 1.6763899368233977 1.9709131559357045 1.6483345758169892 0.94844127260148514 4.2050786111503831 4.7120541483163816 4.6445874199271202 26.141204894753166 5.6875804001465466 1.9833980477415014 23.380477986764163 27.762974746990949 1.8341533131897509 1.623391170054673 8.1536242449656111
leaf_count=227 199 27 114 649 131 211 89 57 49 10 61 64 26 26 866 37 16 51 6 21 17 34 240 32 57 269 146 37 21 244
internal_value=0.00022452 0.000372672 -0.000110255 1.58132e-05 -3.18983e-05 -0.000537994 0.00029458 -0.00144371 -0.00101484 0.000438151 0.000299857 -6.09363e-05 -0.000762864 -0.000217942 0.000567757 -0.00140732 -0.000609005 0.000376815 -0.00104374 0.000329207 -0.000125191 0.000669593 7.04512e-05 0.000122743 0.000343467 -0.0003898 0.000442828 -1.06174e-05 0.000157137 -0.00098512
internal_weight=362.501 251.293 111.208 101.356 81.7528 32.0579 49.695 15.6807 12.6049 47.3416 43.8372 31.5799 17.9358 13.9466 169.54 9.85133 6.24408 4.56769 2.59678 16.3772 12.1721 9.35664 99.2621 96.5668 67.4987 29.0681 65.5153 37.7524 35.9182 9.77702
internal_count=4034 1916 2118 1809 1023 520 503 317 260 276 266 177 113 87 893 309 110 73 57 203 182 51 1160 1046 745 301 688 542 505 265
is_linear=0
shrinkage=0.00252939


Tree=351
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 4 4 0 0 3 0 1 1 1 4 0 0 1 1 4 4 4 2 3 0 3 0 0 3 4
split_gain=2.19469 3.87134 4.06111 2.58943 2.42729 2.24874 2.14708 3.59147 3.72075 2.29821 2.02865 1.80726 3.084 2.6243 4.56592 1.84969 3.32019 2.48247 2.0061 1.92507 1.78329 3.24183 2.92386 1.63342 2.48293 2.30867 2.00482 2.10936 1.96037 1.89317
threshold=85.667718326750006 61.622148808000013 66.590419433100024 90.407470010750018 61.982402197500001 44.756878345700009 42.141702038450013 86.20003303655001 85.812895065800021 0.089305000000000023 107.57327517365 61.987779113750001 61.901748453550006 64.407391431150018 38.244973486750006 87.009258933850006 86.20003303655001 62.052302108850007 62.084563606450011 41.32819714970001 43.89540535710001 47.709122305950011 -0.16276499999999997 1.0000000180025095e-35 71.131225215400022 -0.11012 71.332859575200004 76.451683855550016 0.078905000000000017 35.171584490050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 23 -6 11 8 -8 -10 20 12 -3 15 -15 16 18 -18 -13 -19 -4 -22 -23 24 -1 26 -26 -28 -25 -30
right_child=1 2 10 -5 5 -7 7 -9 9 -11 -12 13 -14 14 -16 -17 17 19 -20 -21 21 22 -24 28 25 -27 27 -29 29 -31
leaf_value=-0.0030701136988488327 -0.00601500362195181 0.001623129978777236 0.0001311946531333747 0.0020137257618715 -0.0024301433851004629 0.0010497611649120185 0.00030519748049931465 0.00058880805506650769 -0.00073420018065867949 -0.0038119760898071009 -0.0027460414065076334 0.0010740213423337584 -0.00051170649118878378 0.00084732386224368821 -0.0025839886905439343 0.0018529940899240686 0.0012756640186327097 -0.0016518354469747059 0.0028293173636990921 0.00040743613192246477 -0.0029272334807947851 0.0015890980738502609 -0.0018306767661239044 0.0023341432049338918 0.001953258845764594 -0.0022643326263185469 -0.0030723769809427727 0.00052498708291918755 0.0019975394499857453 -0.00029051474076001107
leaf_weight=2.6946750751230857 0.70391164720058341 6.960172705352309 133.07846581214108 9.3254146128892881 6.2502224999479941 1.7316662436351178 7.2377393133938295 29.006794914603233 3.1944273896515369 3.977459279820323 1.9295597655582231 16.24083083122969 17.03463301435113 10.260518893599508 3.9112203866243354 20.598222687840462 8.232480105012657 6.5742500796914083 6.7224561423063269 6.6862629577517509 4.0406576062086952 4.1421831203624606 3.2643647254444659 3.359902739524844 3.8390069638844526 3.0218835347332087 1.7204025355167685 3.8623163606971502 3.1739894393831518 15.714297590777276
leaf_count=175 5 26 1252 54 224 56 54 173 22 45 649 56 86 45 33 109 34 39 30 27 244 33 176 15 19 64 71 25 29 164
internal_value=0.000231863 0.000314826 0.000329559 0.000633008 -0.000322442 -0.00167518 0.000545201 4.10224e-05 -0.00106168 -0.00244111 6.41099e-06 0.000757266 0.000107545 0.000954044 -9.96749e-05 0.00118359 0.000873431 0.000110107 0.00158788 -0.000613502 4.31589e-05 -0.000980293 8.18652e-05 -3.36369e-05 -0.000718377 -0.000209106 0.000450078 -0.000583597 0.000432279 9.39701e-05
internal_weight=348.49 303.122 302.418 155.963 45.3684 7.98189 146.637 43.4164 14.4096 7.17189 146.455 103.221 23.9948 79.2262 14.1717 65.0545 44.4563 21.493 22.9633 13.2605 144.526 11.4472 7.40655 37.3865 15.1383 12.4436 9.42173 5.58272 22.2482 18.8883
internal_count=4034 3192 3187 833 842 280 779 294 121 67 2354 485 112 373 78 295 186 100 86 66 1705 453 209 562 354 179 115 96 208 193
is_linear=0
shrinkage=0.00270225


Tree=352
num_leaves=31
num_cat=0
split_feature=0 4 0 3 3 3 2 3 3 1 1 2 4 1 2 4 2 1 1 0 1 3 4 4 4 1 0 3 2 3
split_gain=2.53403 2.01633 3.1437 2.59443 3.86962 3.30132 2.94088 3.59944 4.87553 2.65936 2.59492 2.50972 4.4484 5.36965 4.25555 2.49572 2.15105 2.00132 1.90975 3.49828 2.98224 2.21156 2.22451 2.757 2.58121 2.36402 3.58869 2.42884 3.092 2.2606
threshold=103.48144189910001 42.141702038450013 75.462331263550013 1.0000000180025095e-35 0.08092000000000002 -0.15572 -0.11572 0.084090000000000012 0.092650000000000024 72.752365468100024 71.246828915000023 -0.08786999999999999 44.169240047700008 71.504920895500007 -0.083424999999999985 48.226196960950006 0.066710000000000019 62.025417527550012 64.407391431150018 88.606203063300015 65.29995953045001 0.12535000000000004 41.975471476700008 41.218101594450012 40.80591513400001 71.015621515800021 96.163458868000006 0.098545000000000021 -0.031449999999999999 -0.046510000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 15 7 -6 -9 -5 -10 12 13 17 -13 -3 -11 -8 19 -4 -20 22 23 24 25 -22 29 -28 -29 -27
right_child=-2 3 18 4 6 -7 11 8 10 16 -12 14 -14 -15 -16 -17 -18 -19 20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0027359193538358684 -0.0012859051072745906 -0.0019297834675910709 0.00055436482271717705 0.0017013654542004091 -0.0021896857325252534 -0.0029589533689275086 -0.0010905778170997489 0.0022232957737477383 -0.0023088585054507759 -0.0029587551704297476 0.0010105037538652342 0.0017858139291209441 0.002375961804518142 0.00067385875863433954 -0.00054774319662497612 0.00073423969797656644 0.0013147221791323311 -0.0038077086084316847 -0.0021353184274684866 0.0024796683241765862 0.00064386987690384743 -0.0019037990171200964 0.0021604510060070008 -0.00096061620862088757 0.0015981748132688938 0.0013679402633067735 0.00044364345722896202 -0.0030057105880894304 0.00025539532877159025 -0.0031753975973045521
leaf_weight=2.2711568579543373 7.7544807373778886 3.9938771300949139 105.03085836116225 15.01471366081387 2.6724459733814028 4.5999935071449718 2.709981067106126 11.124136224389078 3.3856413438916197 1.7684191123116755 3.3461694084107876 6.8709479905664876 1.9509317548945535 3.9554819613695136 29.818856245372448 6.776243151165545 1.6059911777265368 6.7913445681333542 3.7928293738514176 7.206411935389041 49.805920742452145 3.2522076978348187 4.5648164898157111 11.900813420768825 11.394484495744107 0.96486283838748921 28.689145386219025 3.7298105889931321 4.6898817829787713 4.1417526793666175
leaf_count=234 920 157 551 135 121 155 24 48 27 123 20 31 9 20 310 40 8 100 43 47 265 52 22 113 56 9 222 50 33 89
internal_value=0.000225439 0.000259134 0.000394237 -4.74753e-05 0.000124072 -0.0010633 -0.000153281 0.000703649 0.00113669 0.00121945 -0.000658909 -0.000490944 -0.00139632 -0.00194321 -0.000110735 -0.000253658 -0.000924869 -0.00303272 0.000423962 0.000677983 0.000199339 0.000271252 0.000330258 0.00025781 0.000398023 0.000249415 -0.000215965 7.31576e-05 -0.00118923 -0.00231696
internal_weight=355.575 347.82 241.435 106.385 91.0151 15.3701 72.6259 20.5284 17.8559 18.3891 6.73181 52.0975 15.4077 13.4568 36.6898 10.7701 3.37441 9.50133 239.164 112.237 126.927 123.134 119.881 115.317 103.416 92.0214 42.2155 37.1088 8.41969 5.10662
internal_count=4034 3114 1786 1328 976 352 710 216 95 266 47 494 153 144 341 197 131 124 1552 598 954 911 859 837 724 668 403 305 83 98
is_linear=0
shrinkage=0.00267314


Tree=353
num_leaves=31
num_cat=0
split_feature=1 0 3 3 2 0 0 1 1 2 4 2 2 3 2 2 1 3 1 3 0 1 0 4 1 4 4 3 1 1
split_gain=0.661654 0.509113 1.43862 1.60491 0.969711 0.609611 0.422128 1.01482 1.77253 1.3298 1.20942 1.20246 1.50046 1.20719 1.72244 2.18318 1.34051 1.21166 0.968122 0.814298 0.857813 1.8103 1.48974 1.61545 3.53505 2.83821 1.92891 1.48823 1.39427 1.24716
threshold=54.879495816850003 102.89804648475001 0.090735000000000024 0.086230000000000015 -0.086139999999999994 102.64264296240002 85.705356740550016 58.167480110400007 59.632689791450012 0.18145000000000003 48.96897326980001 -0.010319999999999999 -0.018034999999999999 0.087555000000000022 -0.13125999999999996 -0.08786999999999999 61.950140699950005 0.078410000000000021 61.622148808000013 -0.26958499999999996 91.066142252700018 67.649671936450019 90.407470010750018 38.625745710700009 64.02831883475001 43.426640904350009 37.038444968100009 0.12535000000000004 62.837331883000012 66.590419433100024
decision_type=2 2 2 2 2 2 2 2 2 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 10 -9 11 -2 12 13 17 -15 18 -17 -10 -16 -8 22 29 23 26 28 -26 -21 -23 -25 -22
right_child=1 2 -4 4 -6 -7 19 8 9 -11 -12 -13 -14 14 15 16 -18 -19 -20 20 21 27 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.028396536468137366 0.0094171811419075293 -0.020285209426255318 -0.030466813519247907 -0.029294947162953777 0.020544327756644085 0.014980719933951121 -0.01221371450957362 -0.032096544736712466 -0.0079447070142607736 0.017266422704105302 -0.010520439903975687 -0.035381965761055727 0.02060797777951974 0.019368552382896261 -0.0050016302216857383 -0.010857836723524455 0.016029164040638984 -0.034330779791984345 -0.037610268222669739 0.0030994943011949717 0.0016592388461689404 0.0010124729954896774 0.015237171943182531 0.0016970034913990223 -0.02917726032590626 0.013043533142743337 0.023756954462782903 -0.022871460277935827 0.017057340074410701 -0.026508579814745283
leaf_weight=0.59792403655592252 9.5867549211252463 1.7009738733759139 1.5236399237037401 0.34564045409206334 2.3564930108259432 2.3997532255016258 3.3725753910839549 1.7500725853024075 4.4641768035944649 2.2371719449292859 3.1116860955953589 0.97686165315098961 1.7695607356727148 2.5411371630616477 1.1079787090420716 2.6904980391263953 3.060329323168844 1.9223874385934321 1.9232656476087866 9.2083855196833593 1.9139903634786595 103.14267843053676 7.3645894657820454 91.537066238000989 4.9178650095127514 1.6390910332556812 5.620371662080287 2.0545188277028492 4.8021600991487494 3.3169703283347189
leaf_count=125 177 558 217 50 135 33 62 82 172 27 33 27 19 21 9 16 31 100 43 52 13 1147 54 567 54 39 32 51 34 54
internal_value=0.000803185 0.000864583 -0.00719417 0.000859038 0.0141692 0.00103612 0.000914892 -0.00184094 -0.00515147 -0.00307352 0.00453157 -0.00529797 -0.0037893 -0.00622708 -0.000778627 -0.00660832 0.0034502 -0.015887 -0.0256912 0.00134336 0.00153749 -0.000247338 0.00311313 0.00235468 0.001119 -0.018623 0.0109291 0.000546016 0.00246266 -0.0162021
internal_weight=284.957 284.359 5.92675 4.40311 2.70213 278.432 276.032 37.1419 24.4434 22.6934 12.6984 20.4562 19.4793 17.7098 11.3232 8.78207 5.75083 6.38656 3.03124 238.89 235.518 110.428 125.09 117.725 102.896 6.55696 14.8288 105.197 96.3392 5.23096
internal_count=4034 3909 960 743 185 2949 2916 757 547 465 210 438 411 392 120 99 47 272 52 2159 2097 1265 832 778 694 93 84 1198 601 67
is_linear=0
shrinkage=0.0277871


Tree=354
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 3 3 4 0 1 3 2 3 4 3 1 4 0 2 1 2 4 0 2 1 4 4 2 3
split_gain=2.18487 3.67135 2.38015 2.36892 2.96713 3.4955 2.31401 1.98719 1.93819 2.36026 2.60109 1.72088 2.18095 1.65253 1.65377 1.58195 1.56966 2.9497 2.61716 2.50703 4.24074 2.61785 2.39441 2.11378 1.85286 1.81817 1.60053 1.49081 2.04276 1.46132
threshold=70.171445662850019 94.773526014550015 85.995710218650018 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.084090000000000012 39.110279783550006 94.165934477050016 71.104340634100012 0.076615000000000016 -0.074999999999999997 0.098075000000000023 36.491284729650012 0.097015000000000032 75.408562100950022 41.827117825850003 99.994511703900017 -0.10423499999999999 83.116371560950014 -0.08786999999999999 41.178189531300006 102.11570516885001 -0.095854999999999996 83.468559576050012 42.599563320500003 42.558389508100007 0.04932000000000001 -0.10565499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -1 4 5 6 11 -8 -2 10 -10 29 -13 14 -6 -5 22 19 -19 20 -18 -21 -9 -23 -24 -22 -20 -16 -29 -3
right_child=1 3 -4 15 13 -7 7 16 9 -11 -12 12 -14 -15 27 -17 17 18 26 21 25 23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.5607746060546523e-05 -0.0045438154205034338 -0.003565972361351798 0.00067183442777476283 -0.0039826526818994776 -0.0022136138211510197 -0.0044406522589789735 0.0034022608944796139 0.00031757675766243298 0.0031861724712122464 -0.0026032013305503214 -0.0035171972651548361 -0.0038732645236753582 0.0024378143233958092 -0.0007602515006707724 0.0017668412379044803 -0.00032964890658194345 -0.0036579570479873683 0.003297209807785596 0.0009620057832096724 0.0023324799233066492 0.0038434058939380879 -0.0046929796219646108 -0.00083393127845698555 0.001065247843087095 -0.0043060191539221653 -0.0013668849089925614 -0.0042170532725529179 -0.0038091215182366974 0.00097434265138904525 0.001168378172746996
leaf_weight=73.501640425529331 2.5964027158915988 0.98488267743960056 152.25878269760869 2.6280853226780883 1.5042885130969832 2.2209877672139546 2.0656600936781606 9.6715304125100392 2.1301449178718017 5.1434251400642097 0.94712710892781604 4.3753194833407179 0.7226120812119915 5.5786391276051281 24.058680700603876 2.7452237461693585 4.8612467967905078 6.2936901375651342 2.8978976593352859 5.3781832326203585 1.621589928865433 1.3595376778394057 4.2865499388426551 1.5398560143075881 2.9311045557260496 1.4253192604519425 0.8813981401035561 1.3272667784476642 4.2454314630012959 2.9509013285860402
leaf_count=1023 49 103 893 123 46 63 14 80 21 164 75 339 8 70 178 38 90 19 51 41 6 19 48 38 49 79 47 105 62 93
internal_value=0.000242606 -0.000147798 0.000431743 5.64761e-05 0.00018177 -0.000302467 -0.000133042 0.000177652 -0.00200896 -0.00120836 0.001123 -0.00168806 -0.00297869 0.000926548 0.00122878 -0.00211633 2.32776e-05 0.000538069 0.00196789 -0.00035176 -0.00170685 0.000942854 -0.000777102 -0.00163481 -0.00224395 0.00140607 -0.000245842 0.00140353 -0.00016495 -1.63362e-05
internal_weight=335.133 109.373 225.76 98.5559 93.1826 56.4683 54.2473 45.2136 10.8171 8.2207 3.07727 9.03372 5.09793 36.7143 31.1357 5.37331 43.1479 26.2587 10.073 16.1857 7.90816 8.27758 16.8892 2.89939 7.21765 3.04691 3.7793 29.6314 5.5727 3.93578
internal_count=4034 2118 1916 1809 1648 1187 1124 581 309 260 96 543 347 461 391 161 567 390 117 273 175 98 177 57 97 85 98 345 167 196
is_linear=0
shrinkage=0.00336544


Tree=355
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 0 1 2 2 1 1 0 1 1 0 1 3 2 3 1 0 3 4 1 2 3 4 4 1 3
split_gain=4.81338 4.80463 4.58299 3.78437 2.48571 2.46867 2.96365 2.73153 3.05519 2.69447 2.48714 4.49265 2.42797 4.80203 2.55095 2.325 2.73972 2.20092 2.17044 2.23854 2.3524 1.81124 4.47407 1.80068 2.12131 1.72015 1.6031 2.38876 5.00698 3.63569
threshold=70.206395618550019 85.705356740550016 96.163458868000006 97.878695155250014 0.10184000000000003 107.57327517365 78.10777406390001 -0.59681499999999998 -0.092710000000000001 83.116371560950014 81.479100559500012 104.91170162450001 71.096275259700022 70.776348742200014 95.262825394300009 61.87486387225001 -0.16320999999999999 -0.083424999999999985 0.08376500000000002 72.187789260650007 94.940210418650011 0.11531000000000002 39.577821550850011 75.408562100950022 -0.10423499999999999 0.079470000000000027 42.094663496250007 39.952536079750011 72.752365468100024 0.091935000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 17 15 6 26 -8 9 -9 -10 -12 13 14 -2 -1 -17 23 19 20 -14 -6 -23 24 -4 -19 27 28 -5 -29
right_child=2 -3 3 5 21 -7 7 8 10 -11 11 -13 18 -15 -16 16 -18 25 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-4.9079003331530807e-05 -0.0024950092169704987 0.00056878718114090399 0.00026841549322551299 0.0021821756300405941 0.0012252875901865921 -0.002271076058354725 0.0018444993846509865 -0.0025160091401869315 0.00065324013047321115 0.00050928115468825211 -0.0026821265751035572 0.001722144009367555 -0.002432752885372693 0.0015746025616253732 0.00087453446819488287 0.00074590678015303534 -0.0016473143119684632 6.2985163365936116e-05 -0.0025488988883320481 -0.0025097858239925938 0.0014648964592901539 0.0017860405758001326 -0.002999404800388906 0.00074573276360154976 -0.0021339631281724475 0.00151714657310178 -0.0020687707141738782 0.0012809743809402119 -0.0026215620173344607 -0.001620643577174085
leaf_weight=25.364607142983004 4.0437363586388546 204.52264510514215 4.2067867834120962 1.3766124844551111 8.8926254212856275 2.8870999345090231 4.4763816450722507 3.9848192594945422 21.321912078186873 2.3082928329240531 3.1899359421804538 1.797989677172154 1.0795947015285476 4.2641101982444525 1.5403663441538809 2.9779067700728783 11.72692622710019 5.5094053409993675 6.7120441370643675 2.1483094200957566 2.670269463211298 1.9459709227085107 1.9338960517197845 8.0880125211551768 3.2227568477392214 15.128511682152746 4.2480206172913304 5.7669533118605596 4.953475808724761 3.4124739207327366
leaf_count=452 98 1056 23 3 40 649 31 166 133 102 97 30 62 19 7 30 312 31 165 112 16 13 28 41 26 50 83 24 102 33
internal_value=0.000243024 0.000414041 -0.000128907 8.3313e-05 -0.0001849 -0.000261111 -0.000159013 0.000212391 -1.1697e-05 -0.00140634 0.000321892 -0.00109453 -0.00103492 -0.000205903 -0.00156553 -0.000457744 -0.00116266 0.000652255 -0.00168235 -0.000696235 0.000342754 0.000671057 -0.000599236 1.82644e-05 -0.000773678 0.00112895 -0.000856033 -0.000523867 -0.00157689 0.000202291
internal_weight=375.702 257.365 118.338 95.8794 52.8419 59.724 56.8369 37.0793 32.6029 6.29311 26.3098 4.98793 22.4584 9.84821 5.5841 40.0694 14.7048 36.1555 12.6102 5.89817 3.74986 12.7725 3.87987 15.5176 7.42954 20.6379 19.7575 15.5095 6.33009 9.17943
internal_count=4034 1931 2103 1624 875 1453 804 559 528 268 260 127 479 124 105 794 342 171 355 190 78 81 41 90 49 81 245 162 105 57
is_linear=0
shrinkage=0.00222816


Tree=356
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 4 4 4 1 0 3 3 1 0 3 4 3 0 3 4 3 3 2 2 2 3 4 0 2
split_gain=2.72978 4.43014 3.56886 2.49543 2.22129 3.58381 2.17867 2.2367 2.04485 2.64761 2.30796 1.94089 2.08352 3.94111 2.46136 2.20173 3.05308 2.92286 2.72518 2.05522 3.12631 2.00895 1.93639 1.87034 1.78053 1.77391 1.77621 1.72275 2.40534 1.93385
threshold=70.171445662850019 85.705356740550016 94.773526014550015 107.57327517365 0.22598000000000004 -0.048954999999999992 38.244973486750006 35.050303764500008 39.110279783550006 71.096275259700022 94.203572890950014 0.10184000000000003 -0.15572 61.982402197500001 71.131225215400022 -1.0000000180025095e-35 37.999598532650005 0.078905000000000017 78.626646483100004 0.11531000000000002 39.664548207900005 -0.25095999999999996 0.097015000000000032 -0.55354000000000003 -0.08786999999999999 -0.23349 -0.55648999999999993 38.400997490450003 95.117648655250022 -0.068964999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 5 6 7 -4 -2 10 -10 12 14 15 -1 16 -14 -17 -19 -13 -21 25 -6 -15 -20 26 -16 -8 -29 -30
right_child=2 -3 3 -5 22 -7 27 -9 9 -11 -12 19 13 23 21 17 -18 18 24 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0030725234226145629 -0.0035714917384582442 0.00059007002508247987 0.00049135289000206577 -0.0026837568219078949 -0.0031421307157111036 0.00089669132606252444 0.0024644833805885012 -0.0024722217652404827 0.0023463981784721069 -0.0027796568586111771 -0.0012741439048547152 0.001352420856034994 0.00089206020526319887 0.0016011344218018011 0.00027479924506410605 0.0023902052414973376 -0.0033383056882703107 -0.0031139024997917293 -0.0013692616432412572 0.001444040243193592 -0.0034419417891679762 0.002439597869938726 2.5518441728129537e-05 -0.0030289780188382546 0.00095810154130909243 0.001133372971729771 -0.0038136716130528626 -0.0029184397172473155 0.00019695955777522886 -0.0018785299693430196
leaf_weight=1.2867322035599489 2.6087256614118806 193.31464828085154 2.688349151518195 2.2540845579933366 2.6320484566967925 34.422927836421877 1.9394115228205908 5.2189036458730698 2.1826846175827068 3.1509884358383715 2.8008484989404678 8.5313383378088457 1.837319095153364 0.66847354546189297 1.6548789739608767 3.1918020509183433 3.3665809095837176 2.1902232705615452 3.5407146159559471 1.813367918133735 1.8364220000803468 3.465065108612178 2.7487204568460584 6.702967249788343 6.4848890276625752 3.9917929442599416 1.3396846540272234 1.9846546407788981 43.627927518915378 3.369394541718072
leaf_count=115 49 1041 38 649 82 236 7 136 21 190 49 40 53 3 12 15 104 63 40 14 27 19 23 247 44 46 33 74 520 44
internal_value=0.000250471 0.000406236 -9.16969e-05 6.23161e-05 0.000125073 0.000220225 -0.000175601 -0.00146465 -0.00153798 -0.000885842 0.000311579 -0.00027847 -0.000561134 -0.000952671 0.000372263 -0.000360271 -0.00184471 0.000141095 -0.000446562 0.000643264 -0.00101438 0.00079637 -0.00152396 -0.0026091 0.000136153 -1.86317e-05 -0.00155427 2.45669e-05 -7.20401e-05 4.81608e-05
internal_weight=356.847 245.217 111.63 100.886 98.6323 93.2516 58.8286 7.90725 10.7432 8.13452 4.98353 51.9023 39.7211 27.983 11.7382 20.6115 5.2039 15.4076 12.2158 12.1811 3.64979 10.4514 5.38077 7.37144 10.0256 6.98636 2.99456 50.9214 48.982 46.9973
internal_count=4034 1916 2118 1809 1160 1055 819 174 309 260 70 875 794 569 225 319 157 162 147 81 41 110 105 250 84 91 45 645 638 564
is_linear=0
shrinkage=0.00263956


Tree=357
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 3 3 4 2 2 1 4 3 4 3 1 3 4 4 0 3 2 3 3 1 4 0 2 1
split_gain=2.02294 2.86755 2.45713 1.878 2.0629 3.14114 1.9741 1.58576 2.08305 1.88331 2.43313 1.92866 1.74207 1.67502 3.69246 1.58007 1.74028 1.53216 1.51074 2.1303 1.78945 1.46036 1.92254 1.43746 1.36223 1.52566 3.02729 2.6444 2.36246 4.32183
threshold=70.171445662850019 94.773526014550015 85.705356740550016 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.10184000000000003 48.226196960950006 -0.14138499999999998 -0.13509999999999997 62.052302108850007 38.121007182500009 0.11531000000000002 39.577821550850011 0.087795000000000026 61.950140699950005 0.097015000000000032 39.110279783550006 42.360359531950003 94.203572890950014 0.076615000000000016 -0.074999999999999997 0.098075000000000023 0.084090000000000012 75.408562100950022 41.827117825850003 99.994511703900017 -0.10423499999999999 83.116371560950014
decision_type=2 2 2 2 2 2 2 2 2 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 7 4 5 6 21 8 9 -1 -11 12 -12 -9 -15 -14 -17 -5 -2 20 -20 -3 -23 -6 -8 -26 28 -28 29 -27
right_child=1 3 -4 17 23 -7 24 13 -10 10 11 -13 15 14 -16 16 -18 -19 19 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0030307262683074467 -0.0050036099425101611 -6.4875296139495011e-05 0.0006930050359433915 -0.0045162336168390899 0.0012463329074942483 -0.0051049547210212792 0.00334638102026125 0.00198492561640524 0.00093039537450802711 0.004201943410664398 0.0019734204844334443 -0.0043616429091700038 -0.00014908560947017059 0.0030997083773589458 -0.0051961318204364285 -0.0052074166159984279 -0.00043080775465214352 -0.00027243634214419961 0.0031930533879544801 -0.0041678408077575569 -0.001781689763602099 -0.0044162348212168833 0.0024955164899582581 -0.00095780521765199034 -0.00086073942719525575 -0.0042862333044709116 0.0038640383106996481 -0.00034767305634693298 0.0010541155560077474 0.0017965030642024848
leaf_weight=6.7937033222988239 2.2501515126787108 3.8050047886208613 182.85787512571551 2.4054273751098654 29.541101608949248 1.9911109879612912 2.0057071906048796 7.6215623104944807 8.7427619397640211 1.4517852775752533 3.2816581241786578 2.3124588667415074 7.8548989263363165 1.5189346373081209 1.7544266730546949 2.5182697605341673 2.1415857821702957 2.7859227985609323 1.8658234821632502 2.578159661963582 2.6631113067269325 3.8746741167851724 0.72487941349390883 5.2941461987793437 16.537517092889175 4.6701451311819193 6.3022340312600118 3.528459261637181 8.0924899891251769 2.85641334799584
leaf_count=369 49 196 1041 123 391 63 14 40 53 6 33 79 192 13 28 34 28 38 20 186 54 339 8 70 177 90 19 98 98 85
internal_value=0.000286018 -0.000165103 0.000490579 3.87465e-05 0.000171263 -0.000302758 -0.000120274 -0.000314238 -0.000717229 -0.00126381 -0.000650134 -0.00103912 -0.000552736 0.000983968 -0.00134662 -0.00121515 -0.00301217 -0.00223881 -0.00222196 -0.00134127 0.000267797 -0.00185011 -0.00332696 0.000911355 0.0002102 6.03867e-05 0.000658944 0.00235236 -0.000406898 -0.00197777
internal_weight=332.622 103.772 228.85 94.4152 89.2239 54.3886 52.3975 45.992 35.0971 26.3544 19.5607 18.1089 15.7964 10.8949 3.27336 12.5148 4.65986 5.19135 9.35725 7.10709 4.52893 8.40456 4.59955 34.8352 43.993 41.9873 25.4497 9.83069 15.619 7.52656
internal_count=4034 2118 1916 1809 1648 1187 1124 875 794 741 372 366 287 81 41 254 62 161 309 260 74 543 347 461 581 567 390 117 273 175
is_linear=0
shrinkage=0.00389531


Tree=358
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 2 4 4 0 0 4 0 4 4 4 4 0 3 3 4 1 0 3 4 4 2 4 3
split_gain=2.25033 3.00157 2.77213 2.35302 1.80907 2.59457 3.12003 1.9994 1.79482 1.74478 3.73861 2.92663 2.78868 1.83448 2.10565 4.67137 1.73914 2.19709 1.86702 1.58885 1.98255 2.14823 1.54689 2.75531 2.76964 1.85703 2.07333 2.40165 1.80279 1.76773
threshold=70.171445662850019 94.773526014550015 85.995710218650018 107.57327517365 0.22598000000000004 0.048475000000000011 -0.0034049999999999996 -0.037054999999999998 38.244973486750006 41.942745071500006 85.812895065800021 75.462331263550013 42.434124620650003 85.791387400750025 42.719328117250008 44.756878345700009 39.110279783550006 42.360359531950003 94.203572890950014 0.092835000000000015 0.09450500000000002 35.050303764500008 58.167480110400007 85.121961326250016 0.093325000000000033 38.969453495950006 40.280372415600006 -0.086139999999999994 38.064633603500006 0.094375000000000028
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 5 6 7 8 19 11 12 -1 -11 14 -14 -16 -2 18 -18 -3 -21 -22 -13 24 -24 -25 -27 -28 -26 -29
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 10 -12 22 13 -15 15 -17 17 -19 -20 20 21 -23 23 25 28 26 27 29 -30 -31
leaf_value=-0.0035290474368721951 -0.0045494245235049042 -0.0038350909224760198 0.0007391914389540111 -0.0035226144261641069 -0.0018742563971975376 0.0013128089129986892 -0.0043530310472291367 0.0019073707433654755 9.7934143279315768e-05 -0.0040680892596387415 -0.0043067847145279153 0.0024433935385948084 0.0019624333011141692 0.0035119686007163728 -0.0032890751080341435 0.0004823486958564468 0.002926457331908377 -0.0036809106536263726 -0.0015530294280281765 0.0022286975993205766 0.0011158585468282016 -0.004191011015976096 -0.0040278120798591934 0.0028210573483436379 0.0017876824200378637 -0.0014355827656046263 0.0021607873123390357 0.0011246855961024144 -0.0019291357525416651 -0.0017644983904564399
leaf_weight=2.1978756701573721 2.3471551621332747 2.6370257508242414 157.42775245895609 2.1325483869295558 5.025920274667441 20.860084461513907 1.9647286999970663 6.2385074148187476 51.642423244891688 2.1370961957145544 3.0943326838314524 4.5587849840521804 4.2200947811361464 1.6779492199420918 5.7750180375296649 11.979216186329721 1.8884377246722577 2.5616203160025179 2.6573002506047487 1.9381390344351528 1.5128040411509576 2.2525360425934196 3.021776866167782 4.6825643256306675 3.2080770768225193 5.392522536218169 10.054298236966138 5.4096341952681488 2.9925240892916918 4.6915680319070816
leaf_count=227 49 98 893 649 105 144 28 43 659 55 39 21 40 5 218 163 20 186 54 12 15 56 82 20 23 30 31 21 26 22
internal_value=0.000290033 -0.000126788 0.00047944 5.52097e-05 0.000136316 0.000249797 -7.54091e-05 5.1504e-05 -0.000141515 -6.51115e-05 -0.000729209 0.000349988 -0.000299955 4.05141e-05 -0.000224565 -0.000744403 -0.00197871 -0.00112975 0.000307886 -0.00162413 -0.000601879 -0.00205887 0.000543701 0.000324192 -0.00132386 0.000826959 0.000461471 0.00096902 -6.12234e-06 -0.000217214
internal_weight=338.18 105.659 232.521 96.2047 94.0722 89.0462 68.1862 66.2214 59.9829 75.0933 28.8837 46.2096 25.7894 23.6523 21.9743 17.7542 9.45451 7.10736 4.54574 8.3405 5.70348 3.76534 44.0118 39.453 9.22238 30.2306 25.548 20.1555 6.2006 10.1012
internal_count=4034 2118 1916 1809 1160 1055 911 883 840 1023 520 503 481 426 421 381 309 260 74 181 83 71 276 255 131 124 104 74 49 43
is_linear=0
shrinkage=0.00344448


Tree=359
num_leaves=31
num_cat=0
split_feature=1 2 0 4 4 2 2 3 3 4 3 1 0 3 3 4 3 0 2 2 3 2 0 0 2 0 4 1 1 0
split_gain=0.693239 0.931196 0.569679 0.978373 2.67215 2.12809 1.15607 0.789767 1.46959 2.2014 1.22614 2.16071 1.75989 1.46346 1.26462 2.0836 1.90376 1.75987 1.10797 1.10686 1.20759 0.915075 1.00899 0.788235 1.90246 1.37938 3.72436 1.29067 1.85365 2.38905
threshold=83.740093847200015 0.20949500000000004 85.705356740550016 44.421469061800003 47.709122305950011 -0.16276499999999997 0.04932000000000001 0.10184000000000003 0.11531000000000002 39.577821550850011 -0.15572 61.982402197500001 71.131225215400022 -0.25095999999999996 1.0000000180025095e-35 37.999598532650005 0.078905000000000017 78.626646483100004 -0.59502499999999992 -0.23349 -0.55648999999999993 -0.083064999999999986 85.242941942100018 85.812895065800021 -0.091919999999999988 85.995710218650018 40.636252116050009 62.041548276350007 62.095317438950012 86.135510041400025
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -5 -6 -7 10 -9 -10 12 14 -1 19 15 -12 -16 -18 -13 20 -14 22 -19 24 -4 26 -25 -27 -29 -30
right_child=1 -3 3 4 5 6 -8 8 9 -11 11 18 13 -15 16 -17 17 21 -20 -21 -22 -23 -24 25 -26 27 -28 28 29 -31
leaf_value=-0.038925539011193153 -0.033897501237697053 0.012965083775327768 0.027152137830502444 -0.030545625088603767 0.018339188523435659 -0.036766224410192186 0.0086602241155351554 0.013541769790114197 0.019734995726281228 -0.040697068459232502 0.011413079368178035 0.015614308707454205 0.0032825995994075819 0.027996933133819329 0.027336019330202663 -0.038893237312304707 -0.03747770626677932 0.0039511804762189275 -0.035787655080265456 0.011906535897878405 -0.043487088193417379 0.010851179996105477 -0.030843071737002473 0.0082194861357684484 0.00012012477962339255 0.0083794711420660944 -0.027282608469246072 -0.010356661308481063 0.031267174377350021 0.001770515454244951
leaf_weight=0.87306922348216431 1.2973521091626015 0.66863967536482949 4.3964108154177666 3.5521477959118766 4.1258695204742253 1.5337244401453065 0.94043088844045986 6.825343946926294 1.0886810198426249 1.4799338420853017 1.3541040117852419 0.49313092231750477 1.2997813979163768 2.8438042439520341 2.3306548427790394 2.3325271700741723 1.483575576916335 1.973424484021961 3.7907760932575902 3.1667515782173723 1.029478208045475 4.2896255441010007 1.5472386293113229 6.462669909000395 7.0593626014888269 32.200054462999105 5.865644296631217 13.015205735340713 2.9067938998341551 167.89724667917471
leaf_count=115 693 64 16 188 41 126 11 41 13 30 53 2 12 19 15 104 63 28 252 46 33 40 16 27 37 174 57 81 22 1615
internal_value=0.00113097 -0.0179594 0.00126122 0.00182194 -0.0079867 0.00415456 -0.0194995 -0.00240763 0.00571467 -0.0150836 -0.00505622 -0.00961952 0.00464955 0.00921129 -0.00395346 -0.0204157 0.00126741 -0.0052699 -0.0298707 -0.00050897 -0.0173885 0.000848018 -0.01134 0.0022372 0.0104943 0.00182295 -0.00867193 0.0024219 0.0013783 0.0022725
internal_weight=290.123 1.96599 288.157 249.956 10.1522 6.60002 2.47416 38.2019 9.39396 2.56861 28.8079 19.5951 9.21288 8.33982 15.3112 3.68663 11.6245 9.29386 4.28391 5.49601 2.32926 7.81029 3.52066 239.803 11.4558 228.348 12.3283 216.019 183.819 170.804
internal_count=4034 757 3277 2395 366 178 137 882 84 43 798 573 225 110 319 157 162 147 254 91 45 84 44 2029 53 1976 84 1892 1718 1637
is_linear=0
shrinkage=0.0322582


Tree=360
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 3 3 0 4 4 3 3 4 2 3 0 4 1 0 4 0 0 4 0 4 2 3 2
split_gain=3.34098 3.39804 2.98281 2.58755 1.92355 3.58217 3.36305 2.86773 2.43034 2.05149 2.79603 3.33893 2.727 3.05087 2.63584 2.35847 1.90906 1.87352 1.83394 2.68474 2.56744 1.8178 3.24526 3.10958 2.90047 1.95366 2.45165 4.59546 1.79322 2.10329
threshold=70.171445662850019 94.773526014550015 85.995710218650018 107.57327517365 -0.054619999999999995 -0.068964999999999985 0.22598000000000004 0.083495000000000028 0.098075000000000023 96.039789794050009 41.827117825850003 41.147265497500008 0.09914000000000002 0.10828500000000003 40.467253020850002 -0.101395 0.097015000000000032 97.096353839300008 39.110279783550006 71.096275259700022 94.203572890950014 41.942745071500006 75.462331263550013 85.812895065800021 42.434124620650003 85.791387400750025 42.719328117250008 -0.22932499999999997 0.076615000000000016 -0.074999999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 21 4 5 7 8 28 -6 15 11 12 17 -14 -15 -9 -8 -11 -2 20 -20 22 -1 24 -23 26 -26 -28 -3 -30
right_child=1 3 -4 -5 6 -7 16 9 -10 10 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0026267720547981221 -0.003391473128666919 -0.00010835463949048208 0.00058130704630768521 -0.0026056345957740632 0.0010325471254380553 -0.0033926394083090643 -0.0030018511288799608 0.00052971203830995948 -0.00073378671821265932 0.0025606142700394111 0.001179529355601459 -0.0027160252331874107 -0.0034566029687849165 -0.0016474646682180989 0.0025116393412922297 -0.0028817369415544826 9.3849184330990632e-07 0.00030597970171864262 0.0023825752062863158 -0.0027053363384715403 -0.0012969065341786703 -0.0030663189636913795 0.00042433904856602423 -0.003150636752261906 0.0016018544114307894 0.0026822874232618138 0.00034638107853955777 -0.0024368818009754684 -0.00297549736536025 0.0015297417462776357
leaf_weight=2.399962796131148 2.5549735603854051 4.1468473628628981 163.99866220448166 2.4313794523477545 31.553565711714327 2.2598349098116151 2.5630121645517638 2.4118067603558302 6.0699723358266047 2.9264694601297476 15.977245554560794 2.9988143802620462 2.5111219389364114 2.3349801613949239 1.736282239668071 2.9372508577071121 3.006937874481082 13.610400790348647 2.1372674349695426 3.3235273994505405 2.949762400239706 2.2116750171408119 44.89670599764213 2.7214917074888936 3.9609596836380723 1.6466069445013989 11.03729109419511 5.9758041726890836 4.7412842945195735 0.79004534706473339
leaf_count=227 49 116 893 649 191 55 82 32 58 7 93 36 36 37 8 61 23 123 21 190 49 55 276 39 40 5 175 206 196 6
internal_value=0.000215456 -0.000140538 0.000388308 8.68221e-07 6.26508e-05 -0.000235913 0.000473116 -0.000111029 0.000747577 0.000147672 0.000337164 -0.000178138 0.000151053 -0.00124056 0.00012628 -0.00134357 -0.00138079 0.000704974 -0.00149466 -0.000918444 0.000248993 -3.45559e-05 0.000269517 -0.000556503 -0.0002722 9.87336e-07 -0.000209513 -0.000631233 -0.00137923 -0.00233201
internal_weight=354.822 115.973 238.849 105.007 102.576 59.3824 43.1935 57.1225 37.6235 47.4444 42.0953 26.1181 23.1193 6.58238 4.07126 5.34906 5.56995 16.5369 10.9655 8.41056 5.08703 74.8505 47.2967 27.5538 24.8323 22.6207 20.9741 17.0131 9.67818 5.53133
internal_count=4034 2118 1916 1809 1160 806 354 751 249 433 340 247 211 81 45 93 105 130 309 260 70 1023 503 520 481 426 421 381 318 202
is_linear=0
shrinkage=0.00255639


Tree=361
num_leaves=31
num_cat=0
split_feature=0 2 0 1 4 2 2 3 1 1 3 2 4 4 2 2 2 3 1 1 0 3 3 3 0 3 1 0 4 3
split_gain=0.650912 0.948187 0.501076 1.19212 1.01894 0.855369 1.4167 1.58148 1.14443 1.06123 1.13011 1.37798 0.847349 2.38813 1.88353 1.05815 0.727105 1.50855 0.937812 1.1975 1.09169 1.37145 1.3878 2.18048 1.78822 1.11255 1.02147 0.827426 0.688457 0.69293
threshold=105.33378955095002 0.20949500000000004 85.667718326750006 61.87486387225001 35.171584490050009 -0.053159999999999992 -0.054619999999999995 0.092075000000000032 61.977025281250008 61.982402197500001 -0.14860999999999999 -0.55354000000000003 44.421469061800003 47.709122305950011 -0.16276499999999997 0.04932000000000001 0.18145000000000003 0.093735000000000027 61.622148808000013 58.167480110400007 78.626646483100004 0.078905000000000017 1.0000000180025095e-35 -0.11012 71.131225215400022 -0.25095999999999996 57.041016153700006 82.602876058000007 33.151194885250007 0.10828500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 6 7 8 -5 -10 -11 -12 -4 -14 -15 -16 17 18 19 20 21 22 23 24 -6 26 -26 -19 29 -1
right_child=1 -3 12 5 16 -7 -8 -9 9 10 11 -13 13 14 15 -17 -18 27 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.031200074800210014 -0.030377706797911824 0.014259585448545388 0.0018974408788508673 -0.034738960598132952 -0.03561394354364826 -0.034476902456687587 0.03875250862363927 -0.039323751125646039 0.037580729885242269 0.017140592150459474 0.034601194989963682 -0.030702344918330508 -0.027130847419812591 0.016286537374198325 -0.033703954141938525 0.0071344203994889409 0.014599115029801638 -0.0044999625492095413 0.027364708518986577 -0.024523033793623666 0.0304222677504624 -0.03499897310642594 0.031560795381947136 -0.034528130680285291 -0.015529099508779872 0.026572590607999397 0.017876013874589369 -0.02949955363385668 0.028580922597054574 0.032776444558306632
leaf_weight=0.40590694546700179 1.3378426629060403 0.62427242100238789 244.73559933796059 0.87285052496008564 0.81622222450096416 1.308511613169683 0.53267651796340931 1.4588187451008705 0.6641807742416862 1.3434185301885007 0.35457134246826139 1.5633047767914836 3.44356266397517 4.0029685199260712 1.4194762749830263 0.94551227707415808 2.334609903395175 2.2452244451269499 1.1749092871323217 1.629090932663529 1.1572430320084084 0.92299051443114954 1.3261338435113437 1.4604256876045827 1.7406115860212596 2.5284922197461128 1.5459427833557127 2.5058072507381439 1.8181116795167325 0.24153365194797516
leaf_count=63 696 62 2056 43 108 65 1 34 2 15 1 180 189 34 144 11 21 27 7 49 6 38 7 71 39 21 6 19 18 1
internal_value=0.000991244 -0.0161758 0.00110881 -0.00242144 0.000944575 -0.0123359 -0.00806895 -0.0120549 -0.00376445 0.0031229 -0.00389463 -0.0186292 0.00155194 -0.00706604 0.00378429 -0.0173769 -0.00115414 -0.00308442 0.0017659 -0.000525254 0.00287485 -0.00020799 0.00320169 -0.00144604 0.00583974 0.0116583 0.000184133 -0.0176853 0.0191501 -0.00733305
internal_weight=288.461 1.96212 286.499 31.9516 23.8533 8.09833 6.78982 6.25714 4.79833 3.92548 3.26129 1.91788 254.547 9.81152 6.36796 2.36499 21.3877 19.0531 14.3021 13.1272 11.4981 10.3408 9.41783 8.09169 6.63127 5.81505 3.28655 4.75103 2.46555 0.647441
internal_count=4034 758 3276 842 501 341 276 275 241 198 196 181 2434 378 189 155 419 398 352 345 296 290 252 245 174 66 45 46 82 64
is_linear=0
shrinkage=0.0299074


Tree=362
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 3 3 4 0 2 0 3 2 4 2 3 1 3 4 4 3 0 3 2 0 1 2 4
split_gain=4.34722 4.65906 4.27517 3.08368 2.20685 3.46138 3.20726 2.77068 2.39134 2.20609 3.50792 3.1707 2.06395 2.75707 2.59216 2.76587 2.48548 2.32343 2.58153 1.86989 1.8427 2.08177 1.70751 3.02806 2.87772 6.63066 3.89158 3.44757 2.8169 3.04208
threshold=70.171445662850019 94.773526014550015 85.995710218650018 107.57327517365 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.098075000000000023 41.942745071500006 75.462331263550013 -0.12546499999999997 96.039789794050009 0.089850000000000027 -0.59502499999999992 39.184300550350009 -0.101395 0.096010000000000026 71.246828915000023 0.097015000000000032 44.262924377150007 47.927946529500012 0.080515000000000017 86.135510041400025 0.093325000000000033 0.0023400000000000005 86.565663342300013 62.025417527550012 -0.10946499999999999 40.206947806850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 6 7 -3 -7 10 -1 -11 16 -14 -15 17 -9 -16 -19 -6 22 -22 -4 -24 25 28 27 -26 -25 -30
right_child=1 3 20 -5 19 8 -8 12 -10 11 -12 -13 13 14 15 -17 -18 18 -20 -21 21 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=-0.0025301253238859114 -0.0015978053412191535 -0.0012478471824798199 0.0011684811226985302 -0.0025072624568763893 -0.0028672792340148439 0.0010241387741062951 -0.0031363156190846535 0.00055467622810257279 -0.00066213946650621697 0.0002252798102399719 0.00045476122170021481 -0.0013636892902119788 0.0011020245724328191 0.0010899843537229893 0.0016825966166660114 -0.0014121934150593315 -0.0027721767989602672 0.0012702184827800681 -0.0028694875146833736 -6.3829633146969181e-05 -0.0021754765004684071 0.00077213141396802762 0.001728526344225012 0.0011356248663549912 0.0009640788112320177 -0.0024631920732170408 0.001105716905438478 -0.0021562016575091833 0.0010558000309288588 -0.00049829086042082983
leaf_weight=2.5228969771414986 11.670495182741432 10.016309034544966 38.088957834988832 2.8130826024571425 2.7073467592708758 33.188947459915653 2.1383028235286536 2.5109537150710821 6.0371844903565934 15.701696427073331 45.90434876922518 14.833845055662094 17.730620868504047 7.4017691980116025 4.4084539634641349 11.297742419876156 2.9860998583026221 1.6914869695901873 1.993097834754735 3.0995761584490538 2.910305928438901 2.9110353961586952 12.545846953988073 18.166893884539604 4.0690440610051137 5.6474730838090172 50.412483379244804 4.5622480362653732 10.767928920686243 26.425321713089943
leaf_count=227 309 318 219 649 82 191 55 32 58 203 276 317 111 36 27 110 61 6 50 23 43 15 50 70 17 59 207 29 44 140
internal_value=0.000266197 -0.000117172 0.000448812 3.98862e-05 0.000106722 0.00019134 -0.000170336 -6.46976e-05 0.000764608 -2.78512e-05 0.000299259 -0.000546625 0.000172222 0.00034813 -0.000150779 -0.000624398 -0.00125253 0.000475352 -0.000969067 -0.00137087 0.000662053 -0.000701488 0.000708558 0.000576443 0.000456046 8.06661e-05 0.000843911 -0.00068521 0.000340174 -4.83614e-05
internal_weight=377.162 121.691 255.47 110.021 107.208 101.401 62.1748 60.0365 39.2261 78.9628 48.4272 30.5355 50.0202 44.5232 26.7926 19.3908 5.49705 8.09304 3.68458 5.80692 176.508 5.82134 170.686 132.597 120.051 61.0076 59.0438 8.63129 55.3601 37.1933
internal_count=4034 2118 1916 1809 1160 1055 806 751 249 1023 503 520 433 340 229 193 93 83 56 105 893 58 835 616 566 313 253 46 254 184
is_linear=0
shrinkage=0.00246454


Tree=363
num_leaves=31
num_cat=0
split_feature=1 0 4 3 0 0 2 2 2 2 3 4 4 0 3 3 4 3 1 1 3 3 2 4 0 3 0 4 0 4
split_gain=0.614603 2.05806 1.6879 1.78531 1.67342 1.84753 1.39299 1.40289 2.37391 1.48093 1.3347 1.27501 1.52167 1.83828 1.34504 1.86754 1.86793 1.09669 2.18426 1.09055 1.08937 2.1468 1.49398 2.84693 1.89793 2.02935 1.95061 1.26032 3.00507 1.18725
threshold=70.171445662850019 94.773526014550015 39.110279783550006 0.087555000000000022 94.203572890950014 94.625660817400004 0.22598000000000004 0.048475000000000011 -0.0034049999999999996 -0.037054999999999998 0.097015000000000032 38.244973486750006 38.400997490450003 95.117648655250022 0.092835000000000015 0.09450500000000002 35.050303764500008 0.091935000000000031 76.599549052750021 73.553525990900013 0.088655000000000025 0.087245000000000031 -0.59502499999999992 41.147265497500008 96.959242474650011 0.093735000000000027 99.239054969250006 42.434124620650003 96.163458868000006 42.558389508100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 9 11 -8 14 -13 -14 -3 -16 -17 -9 -19 -11 21 27 -22 24 -24 -26 -27 -15 -29 -25
right_child=1 6 3 4 5 -7 10 17 -10 19 -12 12 13 20 15 16 -18 18 -20 -21 22 -23 23 29 25 26 -28 28 -30 -31
leaf_value=0.0016461086024577253 -0.033542585370429777 -0.028118943385173064 -0.027282412360409354 0.02392294288816911 -0.027881320846657481 0.019158077839426274 -0.029605677364635378 0.01013227028628455 -0.031047162811619546 0.031060164393158094 -0.0015897698685845112 0.02347828045138756 -0.028135622652732804 0.0048070434914927046 0.01698226584199292 0.0074067691334042656 -0.031405133989232045 -0.031313647876649739 0.011901919886003353 0.0054762270576080643 0.0091308498731758753 0.017757884830455907 0.017268485172437963 -0.032617811154622214 0.0061467353715513613 -0.034182208095936042 -0.00065900577260401543 0.017018840072383704 -0.025190876313845756 -0.008044064194446348
leaf_weight=195.51090752892196 2.0640679392963639 2.1926530716591506 1.8528709326637907 1.5823628567159178 1.4860367244109514 0.88597671873867501 1.9643287191865955 15.364510966959644 1.6793153528415121 1.5685289949178685 2.6627729069441557 1.8154586330056179 1.5557472920045246 9.7635450385278109 1.8247946269111706 1.4056814960204067 1.9931569501350166 1.3542119199410074 1.8255974068597423 3.7689467709278688 4.8617242688196738 5.934569321863818 3.1081376951187876 3.2028794959187499 4.5695785601274093 2.4025616087019444 2.2200062673655339 1.6847738446667779 3.3520583935896866 2.2079586060281144
leaf_count=1916 49 185 187 16 51 6 123 170 88 4 38 7 74 194 14 26 73 25 30 105 36 38 14 71 50 28 39 14 321 42
internal_value=0.000827908 -0.000907944 -0.0135161 -0.00639805 0.00338757 -0.0103115 0.000269541 0.00106842 -0.000816432 3.77588e-05 -0.0134833 -0.00124067 0.0003371 -0.000599337 -0.0111713 -0.00405745 -0.0153534 0.00727987 -0.00650265 0.0129946 0.00038985 0.00465643 -0.00352934 -0.00700458 -0.000148536 -0.00603775 -0.0180826 -0.000596918 -0.0110721 -0.0225902
internal_weight=287.666 92.1548 7.87132 5.80725 3.95438 2.37201 84.2835 79.6564 61.1121 59.4328 4.6271 54.0953 46.679 44.8635 7.41629 5.22363 3.39884 18.5443 3.17981 5.33748 43.3078 20.7349 22.5728 17.7111 12.3003 9.19215 4.62257 14.8004 5.03683 5.41084
internal_count=4034 2118 309 260 73 57 1809 1648 1423 1335 161 1226 928 921 298 113 99 225 55 109 847 567 280 244 131 117 67 529 335 113
is_linear=0
shrinkage=0.025783


Tree=364
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 2 3 4 2 2 1 0 4 0 1 0 3 4 0 0 3 1 0 0 0 2 2 0 1 4
split_gain=3.0969 2.39749 4.18229 3.19848 2.44477 2.37293 1.85501 1.98882 2.3269 2.4999 2.0397 1.7375 1.7367 1.82576 1.66883 1.63713 1.63471 3.10289 1.58728 4.91259 2.6478 2.13508 2.9257 2.19991 3.49619 3.66117 4.06174 2.60369 2.70185 6.52241
threshold=107.57327517365 85.705356740550016 66.590419433100024 90.407470010750018 43.680097826700013 -0.62218499999999988 0.10184000000000003 48.226196960950006 -0.14138499999999998 -0.13509999999999997 62.052302108850007 95.469836670350006 41.898943182100005 67.04476885710001 65.687097501250022 95.620390325650007 0.11531000000000002 39.577821550850011 91.937202686950016 90.767723400200012 0.12535000000000004 69.873026810350026 93.399723909900004 96.163458868000006 94.165934477050016 -0.016334999999999999 -0.061874999999999999 94.625660817400004 71.397382570300024 41.481306584950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 14 18 -6 7 8 -1 -10 12 -7 -11 -14 -3 -13 -8 -18 19 -4 21 22 -20 24 25 26 -23 -26 29 -29
right_child=-2 2 4 -5 5 11 16 -9 9 10 -12 15 13 -15 -16 -17 17 -19 20 -21 -22 23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0019957384181991558 -0.002540230580291607 0.0005837951820161191 0.00063528315228372355 0.0019355361981592087 0.0026379668429646059 -0.0023354720614552596 0.00123183025496699 0.00048921346037489473 0.002620096851559014 0.00020470214760122282 -0.002806751079972854 0.0034520050485837353 0.0027303718336622214 -0.0019287678760775634 -0.00095226447578158446 -0.00079366815605111201 0.001615196955898525 -0.0031962341150276819 3.9165590502384202e-05 -0.0033770076867363961 -0.0021766649401874063 -0.00043504806275257739 0.0020561511823817438 0.00036765013898095827 -0.0029782875366321684 -0.001640097697395573 0.0026515045833046067 0.0018590710000227111 -0.0020365763895623407 -0.0030296429593373148
leaf_weight=7.8040717230178407 2.4788822683040044 138.18719621933997 4.9051767624914628 10.941841833293436 1.1069091036915768 5.0562280158046624 8.2164812032133323 9.4536910802125913 1.5789482668042172 11.726835807785404 2.3918660348281255 0.60519486665725608 0.58259959146380325 5.2450919756665826 4.5548760592937461 8.792438351782037 1.6382705569267266 1.7056017294526098 8.7308301776647586 3.1078831772319973 2.8038150069769463 4.9221423622220746 9.216420039534567 79.413217947119847 3.8842372223734882 3.7330481614917543 5.7785220742225638 5.2783147469162923 5.2329667676240206 2.5107573233544827
leaf_count=370 649 716 32 55 4 230 41 53 6 105 82 1 4 178 27 259 13 30 38 50 57 29 29 698 78 30 18 31 83 38
internal_value=0.000241017 0.000260216 0.000342596 0.00063451 5.33074e-05 -0.000885421 -0.000245033 -0.000506709 -0.000827722 -0.000404255 -0.000643661 -0.00115525 -0.000348932 -0.00146299 0.00053478 -0.000520253 0.000632847 -0.000838959 0.000158006 -0.000920893 0.000223748 0.000276042 0.00107494 0.000146582 -0.000413587 0.000488983 0.00123174 -0.00118415 -0.000648998 0.000283225
internal_weight=361.584 359.105 308.762 153.684 155.078 15.5608 50.3435 38.7831 29.3294 21.5253 19.9464 14.4539 17.5545 5.82769 142.742 9.39763 11.5604 3.34387 139.517 8.01306 131.504 128.7 17.9473 110.753 31.34 14.4337 10.7007 16.9063 13.022 7.78907
internal_count=4034 3385 2503 798 1705 494 882 798 745 375 369 490 287 182 743 260 84 43 1211 82 1129 1072 67 1005 307 77 47 230 152 69
is_linear=0
shrinkage=0.00249688


Tree=365
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 3 4 0 0 4 0 0 0 2 3 3 0 0 3 2 2 1 1 4 4 0 4 4 1 0
split_gain=0.554496 0.559674 0.501777 1.49847 1.43492 3.09494 2.02429 2.64969 1.52562 1.37519 1.65374 2.08409 1.37166 2.61499 1.16349 1.45142 1.18159 2.90169 1.03467 0.870681 2.63686 1.73859 1.24936 1.28867 1.33936 1.84095 1.31539 2.1993 1.08303 2.36885
threshold=0.36215000000000008 88.17067284620002 94.047642319350018 0.20949500000000004 -0.0034049999999999996 0.13041500000000003 38.400997490450003 90.533827542850005 93.805681087600007 41.481306584950012 67.04476885710001 90.407470010750018 94.773526014550015 -0.14910499999999999 0.12201500000000003 0.21629500000000004 85.995710218650018 85.925810307250018 0.10184000000000003 -0.054619999999999995 -0.068964999999999985 81.479100559500012 69.64719632740001 38.244973486750006 38.400997490450003 95.117648655250022 35.050303764500008 34.41230404325001 71.397382570300024 96.531777631850005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 9 14 18 -11 -12 13 -4 16 -16 17 -1 -8 20 22 28 -14 26 -25 -26 27 -24 -21 -30
right_child=1 -3 12 -5 5 -7 7 -9 -10 10 11 -13 19 -15 15 -17 -18 -19 -20 21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.00055498217769888564 0.0015186801488467892 -0.036224696317969048 0.016575583653357651 0.015926210677596506 0.0073618012407862957 0.027794809944491062 0.003658986803438171 -0.043049816644413604 0.018546339690780927 0.033546079644335286 -0.04376023719068764 0.0330518376347822 -0.044006911982313622 -0.023457499156405742 -0.019890717502088553 0.0020214914343728973 0.0046274715380124664 -0.032150769481232973 -0.020614525640773717 0.019698070826835869 -0.040594618872273225 -0.022137254298610205 -0.039823676030757225 0.035711149560126672 -0.033850760285152666 0.0019950424332459541 -0.026437273896190321 0.025082628608107935 -0.026975332622605128 0.0062092945521089312
leaf_weight=44.714548131101765 0.75042320252396055 0.78386034350842237 2.1562432968057692 7.2308832602575412 4.937898005358881 2.3655908778309813 6.4250584654510003 2.8091312556061885 5.5504531525075427 0.40176616050302927 2.6726850513368849 0.39574070274829853 0.64933970523997331 6.0878133424557728 5.1994142951443774 6.8182341917417943 97.350288223475218 2.8137892894446841 2.3369541391730309 4.7389405332505694 1.6995780522702322 2.3138858287129542 0.75474155938718412 1.093676715157925 1.4522377278190095 37.5341570538003 3.4421752124035265 1.5674806119932325 2.2796550039202002 26.515664800070226
leaf_count=767 12 97 56 69 35 15 61 45 34 4 153 3 10 177 33 37 658 26 15 28 63 286 79 5 74 786 167 17 30 192
internal_value=0.000964965 -0.0177643 0.00106604 0.00197584 0.00142996 -0.00599223 -0.0099927 -0.01569 0.00245089 -0.00940678 -0.0260503 -0.0338536 -0.000827014 -0.0129868 0.00188149 -0.00745879 0.00265626 -0.00138128 -0.00281511 0.0003658 -0.0023765 0.00405248 -0.00097944 -0.00037 0.00161625 0.000659791 -0.0141805 0.00398754 0.00585959 0.00358215
internal_weight=285.842 1.53428 284.308 192.022 184.792 22.3448 19.9792 15.0413 162.447 12.2322 3.47019 3.06843 92.2856 8.24406 156.896 12.0176 144.879 47.5283 8.76201 84.0415 48.1934 35.8481 46.4938 45.8445 40.0801 38.9864 5.7644 2.32222 33.5343 28.7953
internal_count=4034 109 3925 1955 1886 331 316 281 1555 236 160 156 1970 233 1521 70 1451 793 76 1737 1201 536 1138 1128 865 860 263 96 250 222
is_linear=0
shrinkage=0.0312387


Tree=366
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 1 4 2 1 3 3 2 3 2 4 4 0 1 3 1 1 1 0 4 4 4 3 3 3 3
split_gain=4.15866 5.20459 3.41638 3.63602 3.13429 2.98117 2.76417 3.35835 2.75248 2.35109 2.83489 3.8199 2.20008 2.1743 4.68346 2.11629 2.93869 2.26826 2.16712 1.864 3.57624 2.7547 2.38161 2.34714 2.05005 1.81852 3.40701 1.90443 2.66768 2.07826
threshold=70.171445662850019 85.667718326750006 96.039789794050009 71.096275259700022 107.57327517365 61.87486387225001 43.89540535710001 -0.51146999999999998 70.776348742200014 0.09117500000000002 0.087555000000000022 0.11704500000000002 0.076615000000000016 -0.59502499999999992 41.257403903850005 41.066313126200008 97.39208423365001 80.468240302450013 0.10828500000000003 60.613977009100005 58.167480110400007 57.041016153700006 71.332859575200004 44.952171034750002 38.064633603500006 44.421469061800003 0.080395000000000022 0.080135000000000026 0.079220000000000027 0.093325000000000033
decision_type=2 2 2 2 2 2 2 2 2 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 6 19 9 -8 -2 10 11 -4 -5 -11 15 16 -15 18 -18 20 21 22 23 -1 -21 27 -27 28 -3 -29
right_child=2 25 4 12 -6 -7 7 -9 -10 13 -12 -13 -14 14 -16 -17 17 -19 -20 24 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0021642334244734228 -0.00076125575257771181 0.00068181819758725423 0.00037873649745514865 -0.00016899625446898777 -0.0021247930225568091 -0.0011506233591996662 0.0015556202353061023 -0.0023713454954941409 0.0013836945923369941 0.00091181821012281889 0.001230370605819742 -0.0024105740536279376 -0.0022966035583886534 0.00099166412843307251 -0.0021543089162669401 0.0016809388654994172 -0.002215545877556126 0.00018879415191037279 -0.00018504726338235781 0.0017252146811498224 -0.0021024180114878289 0.001202399432326349 -0.0018218006596052844 0.00059858483206266788 -5.2559851998116084e-05 -0.0027645049977864833 0.00042932083936728354 0.00022204794930462038 0.0019503920863321838 0.00069417385687341497
leaf_weight=1.6166485860012523 7.4338003201410192 33.237433262169361 28.641933973645795 2.9169109719805402 2.7020805557258418 11.719834841322152 1.2729100305587051 3.67740609566681 3.9929907284677029 6.8944635191000989 16.996537526370957 2.3032668670639387 7.631777910515666 6.2777498438954451 5.3571907845325759 2.8481105566024771 5.4181052567437309 7.3095287007745346 3.9433921724557877 5.1739010475575906 3.8667813041247419 6.4785273452289394 3.9065538244321933 7.6677625086158514 6.1814008243381977 2.0648385956883422 4.8725303262472153 80.129189880564809 9.1873366720974428 81.823374506086111
leaf_count=136 117 158 254 77 649 334 7 219 19 35 87 72 266 26 68 12 70 89 51 33 96 46 105 48 37 37 33 423 77 353
internal_value=0.000241694 0.000388898 -8.66946e-05 -0.000826105 8.68257e-05 -0.000241351 0.000152539 -0.00136158 -1.17219e-05 0.000239704 0.000546655 0.000171127 -0.00170828 -0.00014706 -0.000381392 -1.32132e-05 -0.00022347 -0.000681049 -0.00136023 6.40677e-05 -0.000270467 8.96727e-05 -0.000456825 0.000117509 0.000757461 0.000527917 -0.00052129 0.000563531 0.000956535 0.00046058
internal_weight=373.544 257.926 115.618 21.9755 93.6427 46.6114 90.9406 4.95032 11.4268 85.9903 47.9417 30.9452 10.5487 38.0485 31.1541 25.7969 22.9488 16.671 9.3615 34.8916 23.5363 19.6695 13.191 9.28441 11.3553 211.315 6.93737 204.377 42.4248 161.953
internal_count=4034 1916 2118 479 1639 835 990 226 136 764 413 326 343 351 316 248 236 210 121 501 431 335 289 184 70 1081 70 1011 235 776
is_linear=0
shrinkage=0.00208376


Tree=367
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 4 0 2 2 2 3 3 0 3 0 4 4 3 2 4 0 1 0 3 4 4 4 4 1 0
split_gain=3.93915 3.30409 3.30226 2.6507 2.54853 3.64146 3.19293 2.26659 3.38126 3.20002 2.60244 2.22738 2.52823 1.97504 1.88765 3.03887 3.82545 2.72683 2.3607 2.21844 2.15707 1.85706 3.2302 3.5592 2.49014 1.93909 2.73203 1.76747 2.64742 2.22034
threshold=70.171445662850019 94.773526014550015 85.995710218650018 107.57327517365 41.872294782850005 47.927946529500012 75.462331263550013 -0.054619999999999995 0.22598000000000004 -0.068964999999999985 0.083495000000000028 0.087555000000000022 85.812895065800021 0.098075000000000023 96.039789794050009 41.827117825850003 41.147265497500008 0.09450500000000002 -0.101395 40.583589072600013 96.851704149400021 58.167480110400007 85.121961326250016 0.093325000000000033 38.064633603500006 39.110279783550006 40.280372415600006 39.110279783550006 71.096275259700022 94.203572890950014
decision_type=2 2 2 2 2 2 2 2 2 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 4 7 6 11 -1 9 13 10 -3 -6 -13 -9 18 16 17 -16 -12 20 -19 -8 23 -23 -25 -24 -27 -2 29 -29
right_child=1 3 -4 -5 5 -7 21 8 -10 -11 14 12 -14 -15 15 -17 -18 19 -20 -21 -22 22 25 24 -26 26 -28 28 -30 -31
leaf_value=-0.0023372908485815975 -0.002971123536555661 -0.0012018374861878637 0.0005665296527352894 -0.0023177752333215073 -0.0019084212247034739 0.00066909931888947292 0.0017627256520701029 0.0009211905168683694 -0.0012269835258469377 -0.0030391766968409285 0.00047353317326186855 -2.4311813165591723e-06 -0.0027465136214471328 -0.00053562966085484495 0.00079208503110564583 0.0010310139927291212 -0.002557245982497135 0.00076271594765313551 -0.0025682620253095587 0.0012331772836380998 -0.0019713119320907257 -0.0027617549201865601 0.0018980162765605743 0.0013639534356527101 -0.001409355165337709 -0.0010582365197387869 0.00079528679709423391 0.001988977226802992 -0.0024098132873122298 -0.0010686787092502716
leaf_weight=2.2213292731903485 2.5722781596705309 9.7858142890036088 172.24917823495343 2.5045041601406401 8.7015487169846946 9.7242855429649335 5.1271483227610579 32.142120265169069 5.4270142666064194 2.0385578833520404 2.4387926664203405 11.375548999756573 2.0711761694401494 5.7207814268767825 13.102064601378521 16.186307338997722 3.2217356571927658 1.979496031999586 2.9324552603065959 2.2675433955155304 6.2949939682148397 3.2997692306525988 5.5393133573234108 3.7882291115820408 3.0498337000608444 5.2617312446236637 19.639824792742729 2.1509803673252446 3.2647884315811098 2.9242258928716183
leaf_count=223 49 318 893 649 326 54 21 191 105 55 32 124 31 58 99 93 36 9 61 15 88 78 22 23 24 28 69 21 190 49
internal_value=0.000227776 -0.000118718 0.000388554 4.45359e-06 4.39031e-06 -0.000496222 0.000337308 6.06267e-05 0.000459367 -0.00022588 -0.000127355 -0.00100786 -0.000425098 0.000701077 8.97852e-05 0.000249097 -0.000221997 9.62028e-05 -0.00118715 -0.000768668 -0.00131725 0.000467295 0.000303616 -0.000813239 0.000127034 0.000675567 0.000403635 -0.00131566 -0.000805077 0.000227221
internal_weight=369.003 116.954 252.049 106.042 79.7997 31.8726 47.9272 103.538 43.2899 60.2478 58.2092 22.1483 13.4467 37.8629 48.4234 43.0521 26.8658 23.6441 5.37125 10.542 8.27449 45.7058 40.5787 10.1378 6.83806 30.4409 24.9016 10.9123 8.33999 5.07521
internal_count=4034 2118 1916 1809 1023 535 488 1160 354 806 751 481 155 249 433 340 247 211 93 112 97 265 244 125 47 119 97 309 260 70
is_linear=0
shrinkage=0.00228442


Tree=368
num_leaves=31
num_cat=0
split_feature=1 0 2 2 3 2 2 2 1 4 3 3 4 4 0 0 2 2 3 4 1 3 2 3 4 3 4 4 1 3
split_gain=0.530635 1.85106 1.34317 1.14286 1.27612 1.15854 2.0711 1.23469 1.00206 0.980366 1.23549 1.64494 1.58584 1.16975 0.989834 1.87309 1.78968 1.69424 2.08794 1.66425 1.85995 0.949809 1.96117 0.992355 0.860728 2.12113 1.75718 1.64552 1.02932 2.02412
threshold=70.171445662850019 94.625660817400004 -0.16048499999999999 0.22598000000000004 0.097015000000000032 0.048475000000000011 -0.0034049999999999996 -0.037054999999999998 73.553525990900013 38.244973486750006 0.092835000000000015 0.09450500000000002 35.050303764500008 38.400997490450003 97.521130223850008 97.878695155250014 -0.074999999999999997 -0.079634999999999997 0.10335500000000002 42.066503896600004 71.504920895500007 0.091935000000000031 0.10957500000000002 0.079470000000000027 42.434124620650003 0.087795000000000026 41.827117825850003 41.147265497500008 83.116371560950014 0.092260000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 9 -9 10 -3 -12 -13 -11 17 -16 24 18 19 -15 -21 23 -23 -7 26 -26 27 28 29 -17
right_child=1 3 -4 4 -6 21 -8 8 -10 13 11 12 -14 14 15 16 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001585948873075012 0.0094267218622431908 -0.028086582382955333 -0.02255507487471009 -0.02970942425315462 -0.0012190229628961961 -0.0028058233316115189 -0.030667329499858176 0.030723324295535731 0.0050093127143473418 0.021334329348116608 0.016487153839961952 0.0064915179746303951 -0.030997807097426042 -0.027930540999225682 0.014974202659029181 0.0090951357329126081 -0.024207701412414961 0.0056455028955283383 0.025959479530492702 -0.024238699325387011 0.0044468050431773201 -0.031770808977003538 0.01047869865488334 0.012943461474449833 -0.030006933027425849 0.0048495551792067434 0.020276275622417357 -0.02449754084593327 0.020891434653281579 -0.018035523939839308
leaf_weight=196.77585669409018 1.1341730250278486 1.9445846818271082 4.1909239555243394 1.7980554504320014 2.634279346675612 3.5477531652431962 1.5479793075937767 1.416831150650977 3.7741694871801883 1.6923216115683306 1.7789806030923498 1.3436409493442627 1.7870632592239415 4.0441526472568512 6.1666312925517586 5.2052932656370121 2.0930222232418627 5.9545489419251671 0.92945527704432684 2.5013593938201666 3.9828370839823037 1.251625064905965 1.8516086088493464 11.647877243201945 1.896031512034823 3.1719419709406793 3.5495730855036518 1.685842303559183 1.8520805904990982 2.916461399756372
leaf_count=1916 32 186 190 123 38 74 88 4 105 7 14 26 74 76 28 47 55 33 5 103 56 35 20 97 299 43 66 65 93 36
internal_value=0.000829551 -0.000837366 -0.0157434 0.000107969 -0.0127767 0.000826017 -0.000894109 -0.00012194 0.0120277 -0.00127925 -0.0104984 -0.00353229 -0.0149081 4.71272e-05 -0.000736886 0.00225218 -0.0012548 -0.00563563 -0.0114984 -0.0148052 -0.00661898 0.0065822 -0.00656177 0.00926645 0.00111441 -0.00819096 0.00421511 -0.000674412 0.00335233 -0.000647281
internal_weight=286.067 89.2911 5.3251 83.966 4.43233 79.5337 61.2348 59.6868 5.191 54.4958 6.85427 4.90968 3.1307 47.6416 45.9492 28.5369 22.3702 17.4124 11.4578 10.5283 6.4842 18.2989 3.10323 15.1956 20.2772 5.06797 15.2093 11.6597 9.97384 8.12175
internal_count=4034 2118 222 1896 161 1735 1509 1421 109 1312 300 114 100 1012 1005 732 704 273 240 235 159 226 55 171 649 342 307 241 176 83
is_linear=0
shrinkage=0.0260716


Tree=369
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 1 4 4 3 3 1 3 4 0 2 4 1 0 3 2 3 3 1 4 4 1 4 4 2 0
split_gain=2.75359 2.12412 2.9212 2.27627 3.3715 3.33069 2.43641 2.53563 2.26436 3.25358 2.79496 2.71531 2.9163 2.4468 2.28355 2.25892 2.85921 3.74914 2.76236 3.25887 2.61891 2.23948 2.2087 3.28298 3.05976 4.34919 2.72673 2.18586 2.14293 2.83981
threshold=103.48144189910001 42.141702038450013 76.451683855550016 64.407391431150018 88.606203063300015 65.29995953045001 41.975471476700008 41.218101594450012 1.0000000180025095e-35 0.08092000000000002 72.752365468100024 -0.15572 48.226196960950006 86.20003303655001 0.066710000000000019 40.80591513400001 71.015621515800021 96.163458868000006 0.098545000000000021 -0.031449999999999999 -0.059734999999999996 0.10828500000000003 61.987779113750001 40.241071441700008 39.577821550850011 62.272755675600003 41.646178195200001 41.827117825850003 0.066710000000000019 79.532656873050016
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 -5 7 15 11 10 -10 12 -3 21 -12 16 -7 20 -19 -20 -18 -11 26 24 25 -24 28 -9 29 -4
right_child=-2 8 3 5 -6 6 -8 27 9 13 14 -13 -14 -15 -16 -17 17 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016704406214556203 -0.0011985832117704194 -0.0016973392091604114 0.0018890518846454865 -0.0019318594405087096 0.0021195248064732677 0.00052998382729674211 0.0018117104812331516 -0.0014281000576057089 0.0013672464356394797 -0.00054565793989389596 -0.0025648586734723072 -0.0023725144677937361 0.00067895183928079559 0.0001188444605643902 0.0011215281762799608 0.0012250154783464133 0.0013693947947381469 0.00033681452372583636 -0.0025563422329076251 0.00016519010259692015 -0.0027272650066637355 -0.0029733144039169016 0.0023906758002882537 0.0010682002236612387 -0.0014988554652583088 -0.0008411305623747152 -0.0015150002511785862 0.00058082754203022671 0.001525019180491867 -0.0001832536275238404
leaf_weight=3.6973495124839237 7.1846733983256845 4.4384795508813095 3.9541980102658298 3.8187912655994287 7.3119947165250769 53.244508506730199 4.9471057392656794 8.8197587504982931 15.409860332496466 15.405549940187486 1.9319119183346622 4.3664273056201628 6.9246135451830924 55.153719071298838 1.6163653302937744 11.9746568929404 0.99266968667507161 29.696775425225496 4.2893178965896368 4.9792909333482367 4.6250622714869669 2.2853101603686801 4.0901591777801496 48.823741083964705 5.59464556723833 4.6716992128640413 4.7879865635186425 4.1813788414001456 6.4024250656366339 27.893167996779084
leaf_count=247 920 157 21 43 47 279 24 90 135 225 123 155 40 447 8 58 8 222 70 37 94 38 12 217 29 42 35 29 31 151
internal_value=0.000204108 0.00023239 0.000348552 0.000379008 0.000616426 0.000174143 0.000237097 0.000173664 -3.63718e-05 0.000101091 0.000945599 -0.000838648 -0.000249239 -0.000118696 -0.00088558 0.000286818 0.000171978 -0.00025558 -3.59626e-06 -0.00109428 -0.00200337 -0.000859263 0.000512953 0.00078532 -0.000176702 0.000667522 0.000113114 -0.000781996 0.000316916 7.40457e-05
internal_weight=363.514 356.329 248.797 245.099 113.53 131.569 127.751 122.803 107.532 91.8027 18.9581 15.7295 11.3631 72.8446 3.54828 109.802 97.8276 44.5831 38.9654 9.26861 5.61773 17.6909 106.218 63.1802 14.3565 8.76186 43.0378 13.0011 38.2498 31.8474
internal_count=4034 3114 1786 1539 585 954 911 887 1328 976 266 352 197 710 131 768 710 431 329 107 102 263 538 300 83 54 238 119 203 172
is_linear=0
shrinkage=0.0022885


Tree=370
num_leaves=31
num_cat=0
split_feature=3 2 4 2 4 3 2 2 1 4 2 3 3 1 4 3 2 0 0 0 3 0 1 3 1 1 1 4 0 0
split_gain=0.528231 1.52929 1.55617 1.16218 1.05508 1.06239 0.712515 0.701529 0.778619 0.700379 0.738823 1.19303 0.722891 1.73647 2.33021 1.5401 1.27352 2.12348 2.0417 1.80641 1.45744 1.0274 0.975468 0.918844 0.839478 1.5461 0.782876 0.714712 0.68855 0.635399
threshold=-0.23921499999999998 -0.080019999999999994 48.86568841230001 -0.14429 36.010074051050005 -0.27453499999999997 -0.13734499999999997 -0.033799999999999997 63.530954080650012 32.724174661450007 -0.10623499999999998 0.088555000000000023 0.080135000000000026 72.378669787950017 40.00488309970001 0.079220000000000027 -0.23375499999999999 87.170566421650008 86.054856297550018 85.121961326250016 0.049900000000000007 102.11570516885001 65.020359884900017 -0.15572 59.632689791450012 58.167480110400007 61.45546440395001 38.903925214650009 78.236820054150016 85.57631075030001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 -9 10 -2 -12 13 15 27 16 -11 18 19 20 23 -16 -19 -18 25 28 -26 -15 -14 -28
right_child=9 4 -4 6 5 7 -8 8 -10 12 11 -13 24 14 21 -17 17 22 -20 -21 -22 -23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=-0.033698737212590056 -0.037085283623608412 0.026815813392322054 0.0056968534640010641 0.0041033069313177756 -0.025536550548822812 -0.0022467224676511995 -0.019869657514339736 0.028747635355431154 -0.0011119285694116768 0.018145926540675719 0.018541106222558092 -0.023982473719116777 -0.012568964211680684 -0.0047490829644560176 -0.033640611490418963 0.019045386827273008 -0.0010895254933902605 0.02390553196015513 -0.03204410626822303 0.015144600112171679 0.021204290569363446 -0.0054908759413146236 0.0051007879003742984 -0.031348195724634022 0.018632848385224339 -0.0333548267361993 -0.0063793282445768163 0.016560004395133335 0.014613117851730863 0.001078863609677926
leaf_weight=2.5549540599749889 0.70950207387795705 1.3338258883450169 2.7469646111130714 1.6557303892041093 1.0650156650226552 4.9135619180160566 2.231460368260743 1.4878064352087679 1.2172524315246844 4.3339134904090306 0.9428716112452088 1.0911654384108258 1.446329080499708 2.2356325766886567 2.3350861539365724 7.0546953640878192 1.1791838724166157 2.7197257429361335 2.1338315643370152 3.0111447125673294 0.7771416064351796 1.7307290739554444 9.5081587871536595 2.2137458131182992 1.8956190161406983 1.5682625789195297 9.1476616009604168 2.6218084784923121 1.4118224810808895 205.23025331192184
leaf_count=197 40 29 23 9 75 32 35 11 39 63 34 46 41 57 167 100 30 26 15 34 9 263 77 178 21 44 196 20 9 2114
internal_value=0.000839223 -0.00359488 -0.0117524 -0.0191928 0.00388809 0.000366342 -0.00965849 0.00398734 0.0153111 0.00116023 -0.0127569 -0.0042708 0.00130566 0.00464185 -0.00619247 0.00757756 0.00445114 0.00169608 -0.00826374 -0.00119762 -0.0129981 -0.0216579 0.00928334 -0.0208321 0.000672965 -0.0112635 0.000917266 0.00675252 0.000857992 0.000760617
internal_weight=284.505 19.2066 9.18911 6.44214 10.0175 8.68364 3.88719 7.61862 2.70506 265.298 2.74354 2.03404 262.555 41.8548 8.92326 32.9315 25.8768 21.5429 9.31505 7.18122 4.17007 4.06582 12.2279 3.39293 220.7 4.42641 216.274 4.85744 2.85815 214.378
internal_count=4034 450 264 241 186 157 44 82 50 3584 120 80 3464 1039 507 532 432 369 266 251 217 430 103 208 2425 94 2331 77 50 2310
is_linear=0
shrinkage=0.0276883


Tree=371
num_leaves=31
num_cat=0
split_feature=0 0 3 0 1 3 1 0 3 4 4 2 3 0 0 2 4 4 0 2 3 4 2 2 1 4 4 3 4 1
split_gain=1.59993 2.51753 2.36496 2.14889 2.35746 3.75301 2.8703 2.01211 1.60198 3.40505 2.17268 1.80791 1.77385 2.00631 2.95438 1.67117 3.37656 2.04451 2.37219 2.02752 1.57027 1.62877 1.87717 2.06726 1.57347 1.4975 3.04 1.49674 1.46579 1.42979
threshold=94.047642319350018 85.705356740550016 -0.10747999999999999 96.039789794050009 71.096275259700022 0.076615000000000016 70.776348742200014 107.57327517365 0.09117500000000002 43.940903692500008 39.952536079750011 -0.054619999999999995 0.086230000000000015 98.674478761850011 101.55650587770002 -0.59502499999999992 41.257403903850005 41.066313126200008 97.39208423365001 -0.031449999999999999 0.10184000000000003 48.226196960950006 -0.14138499999999998 -0.13509999999999997 62.052302108850007 39.184300550350009 39.110279783550006 0.08674500000000003 42.558389508100007 78.285212300550015
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 27 8 9 10 11 29 13 -12 -15 -10 17 18 -17 25 21 22 -1 -24 -25 26 -20 -4 -18 -5
right_child=2 -3 3 7 5 -7 -8 -9 15 -11 12 -13 -14 14 -16 16 28 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022471255590215226 -0.002410719158974083 0.00051621585081532671 0.00088101970671768354 -0.0035019238151265592 0.001523547270453665 -0.0032161912040714847 0.0022552500915957452 -0.0029481513344466284 0.0011703271171159108 -0.0024410265810682705 0.0012891181989885972 0.0006600429663541098 0.0018497881848734948 -0.0038376551379286704 0.00051093341535724879 0.0012782349988992986 -0.003683457775299276 0.0024322459805590502 -0.0022603035635063509 0.00021590584472748058 0.00071245487130163398 0.00052353621388927859 0.0027787731488508947 -0.00043108667356781948 -0.0031865768845523203 -0.0030038980941812332 0.0031704547385356116 -0.0017496632411565054 -0.00076950450187525008 -3.767607019117693e-05
leaf_weight=6.649818194564431 3.5110067307250565 180.27455280418508 2.6471604239195603 2.1204649973660707 1.8447673437185574 5.9510741585399956 3.312038665637373 1.6672986228950311 6.4360775607638052 2.8541492153890422 10.65236731618643 5.9217783682979626 16.857363682705909 1.8702563550323237 4.4516007923521101 6.0532803516835072 3.3697173637337974 2.6320076063275328 2.7714428668841808 7.8085019937716345 10.935608082450925 8.8808862641453725 1.5313978940248478 15.69790041563102 1.9656261550262559 4.4182898052968085 1.2656702846288679 5.856498041190207 2.56114990869537 1.9079102607211096
leaf_count=370 236 1091 15 41 23 218 16 553 36 191 39 48 78 29 60 27 50 12 73 71 84 53 6 287 82 64 4 95 33 49
internal_value=0.000222708 0.000361974 -6.66478e-05 1.15617e-05 -0.000855334 -0.0020946 -3.76807e-05 0.000210129 0.000272852 0.000631612 0.000831918 -0.000360694 0.00118268 0.000520155 -0.000775552 -0.000175507 -0.000456008 1.2083e-05 -0.000273342 -0.000850825 -0.000246987 -0.00054913 -0.000917724 -0.000457171 -0.000737722 -0.00183594 -0.000557713 -0.00093074 -0.00242511 -0.00186119
internal_weight=334.678 225.936 108.742 105.231 19.6115 7.79584 11.8157 85.6193 83.952 46.6359 43.7817 9.95015 33.8316 16.9742 6.32186 37.3161 30.8801 24.9492 22.3172 16.2639 45.6612 34.7256 25.8447 19.1949 17.6635 8.4554 4.03711 8.50366 5.93087 4.02838
internal_count=4034 1973 2061 1825 367 241 126 1458 905 535 344 138 206 128 89 370 334 251 239 212 882 798 745 375 369 141 77 110 83 90
is_linear=0
shrinkage=0.00290337


Tree=372
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 2 4 4 2 3 4 2 2 1 3 1 4 4 4 0 3 2 4 1 0 0 2 2 3 0
split_gain=0.602619 0.911948 0.596942 1.18296 1.65153 0.653075 2.71514 3.14573 3.49021 2.85756 2.29414 1.75256 2.15515 1.37218 3.18762 1.93417 1.26128 1.68762 1.16822 1.40166 1.09694 1.02096 1.8083 1.88632 2.7571 1.88521 1.99672 3.29885 1.92545 1.95242
threshold=83.740093847200015 0.20949500000000004 83.116371560950014 81.479100559500012 104.91170162450001 -0.22662999999999997 39.577821550850011 35.782584506850007 -0.26894999999999997 0.084360000000000018 40.098777110850008 -0.16276499999999997 -0.15076499999999998 75.499969677400017 0.09914000000000002 75.271450736300025 47.927946529500012 41.218101594450012 40.377444152000002 90.633300493650012 -0.25095999999999996 -0.11572 41.685324604100011 80.468240302450013 97.752337623100019 85.57631075030001 -0.088224999999999984 -0.096529999999999991 0.085910000000000028 86.256490657300006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -9 -8 -7 18 15 -15 16 17 -12 -13 -20 -18 -14 -23 24 25 -24 27 28 -27 -30
right_child=1 -3 -4 4 -6 11 10 9 -10 -11 13 12 21 14 -16 -17 20 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.022173942916233216 -0.035448449093103934 0.013796869041148029 0.016029773033588629 -0.038683967170520049 0.01668125725291679 0.02057418880035717 0.029426755786393238 -0.002325230103614686 -0.049942405921199778 -0.051165061576464943 0.011515530263010786 -0.078241333676701483 0.0077643321576927214 -0.049272302442802139 0.016049703309802564 0.036813969176056907 -0.0082208188291517277 -0.017242434311621459 0.036537108181043235 -0.03119082287366769 0.017328280012691481 0.0032519389042199114 -0.028409966362708199 0.021196254923107168 -0.031405982341445642 0.021701424913747068 0.0020866787510469267 -0.028803858190193918 0.0072922852762858491 -0.03313169615497611
leaf_weight=3.1360694589093328 1.2143709724186909 0.66134122642688442 3.0182530211750409 1.9038800529087887 0.90508709813002486 5.5414009864907703 3.1864679083228138 2.1233316049911082 1.0102607217850144 3.814256580080837 3.3540516623761594 0.44698115997016374 28.015849242918193 1.9453680859878653 1.5114481039345262 1.6928651486523438 2.8628413025289774 7.5612721696961671 0.42712008953094516 1.8762438106350598 5.7693586172535998 130.35736257513054 3.1428582827793425 3.372594245709478 4.1214490549173197 3.440299453679474 44.427598726819269 7.1843865092378101 3.0983683690428734 2.4252589698880911
leaf_count=33 693 64 27 123 53 59 16 51 76 58 81 14 262 35 13 9 25 235 2 97 46 1055 217 14 91 23 408 94 17 43
internal_value=0.000977142 -0.0180855 0.00110408 0.000942416 -0.0208445 0.00116428 -0.00294537 -0.0179503 0.00460267 -0.0336995 0.00248106 0.00182021 0.00137292 -0.000995509 -0.0207111 0.00221315 -0.000783367 -0.00840571 -0.0283194 -0.0186318 0.008855 0.00172862 0.000889728 -0.00343438 -0.00465886 -0.0029288 -0.00160677 -0.0117683 0.00188541 -0.0104567
internal_weight=283.548 1.87571 281.673 278.654 2.80897 275.845 37.9676 10.0839 4.14633 5.93759 27.8837 237.878 232.336 24.6972 3.45682 21.2404 19.5475 10.9153 2.75035 2.30336 8.6322 229.586 201.57 71.2128 67.8402 63.7188 60.5759 16.1483 8.96393 5.52363
internal_count=4034 757 3277 3250 176 3074 678 218 109 109 460 2396 2337 444 48 396 387 316 113 99 71 2224 1962 907 893 802 585 177 83 60
is_linear=0
shrinkage=0.0337431


Tree=373
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 0 0 1 1 0 0 1 3 3 1 1 3 1 2 2 2 0 4 4 3 4 4 3 3 2
split_gain=0.48648 1.32125 1.39501 0.702617 1.05765 0.626252 0.589946 0.434986 2.41327 1.07984 2.30483 2.85146 1.28643 1.41446 2.65598 2.05594 1.77963 1.15603 1.00142 1.10354 1.92982 1.8719 1.31817 3.69178 1.19133 2.20758 1.76784 1.5763 1.33584 1.38227
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 105.33378955095002 104.91170162450001 102.64264296240002 103.48144189910001 66.590419433100024 66.351146659450009 91.937202686950016 90.767723400200012 67.300172379550006 0.12535000000000004 0.11379500000000002 68.20618276945001 68.910558799650019 0.10932000000000001 68.910558799650019 -0.60024999999999995 -0.061874999999999999 -0.028049999999999999 94.047642319350018 38.244973486750006 35.509685375550013 0.092650000000000024 43.680097826700013 39.184300550350009 0.098105000000000026 0.087715000000000029 -0.091179999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 7 -2 8 -1 10 11 -9 13 14 -11 -16 18 -14 -17 22 21 -21 23 -20 25 28 -26 -28 -24 -30
right_child=1 -3 -4 -5 -6 -7 -8 9 -10 12 -12 -13 17 -15 15 16 -18 -19 19 20 -22 -23 24 -25 26 -27 27 -29 29 -31
leaf_value=0.001132560840318979 0.0026257236058315637 -0.030713704812758431 0.028188419674706623 -0.028322889977718396 0.030699303518118514 0.015229318120889188 -0.031950156005692835 0.021587743311396432 0.022261108740802511 -0.030415462851023766 -0.028010612749968408 -0.025867454602303469 0.0095674601261493582 0.01591174164304476 0.018203661802781247 0.013206331883938303 -0.023380555826047089 -0.035927423733104875 0.010598322309804073 0.028354748674521948 -0.0011003390339847381 0.0046748447280737567 -0.0019255183260926245 -0.034582281916411675 0.012131904861068592 -0.018816397291857821 -0.026927458204899165 -0.0033169300346150505 0.019235519048647755 -0.00014050801956641917
leaf_weight=157.36155025323387 0.89623782149283193 1.4183598993840858 1.0599297544686122 0.99158805316255882 0.62632820685394097 2.3595487801358095 0.67518709099385887 2.537467109039425 4.3346719071269026 2.2037449267227194 3.3578565700445324 1.618175125448033 0.63193145394325201 4.5061241481453171 4.9120167307555667 4.4614339787513009 2.5456098122522226 1.4046227417420594 2.4169919942505578 3.8931502699851972 26.304349851212471 7.8732536330353469 11.811691728420561 3.3918173662386835 2.3920863261446348 3.5759335039183489 4.3465726682916266 4.4817112796008587 7.0471368506550789 4.8507432574406248
leaf_count=1640 20 217 20 597 6 33 100 13 30 27 68 62 2 29 25 25 41 48 18 19 263 53 128 89 17 272 66 34 30 42
internal_value=0.000732653 -0.00736837 0.000424046 -0.00880303 3.99482e-06 0.000899842 -0.0122303 0.000775656 0.00169896 -0.000574648 -0.0107986 0.00310905 0.000170788 0.000613956 -0.000100322 0.000608094 -0.000358762 -0.0218106 0.00031604 -0.00038201 0.00310611 0.0125098 -0.00337865 -0.015783 -0.00150738 0.00164351 -0.00916967 -0.0149415 0.00472932 0.0113359
internal_weight=280.288 5.66763 4.24927 3.18934 2.19775 274.62 1.57142 272.261 161.696 110.564 7.5135 4.15564 103.051 101.014 96.5082 94.3045 89.3925 2.03655 86.8469 82.3854 38.0708 11.7664 44.3147 5.80881 38.5059 27.2855 11.2204 8.82828 23.7096 11.8979
internal_count=4034 960 743 723 126 3074 120 3041 1670 1371 143 75 1228 1178 1149 1122 1097 50 1056 1031 335 72 696 107 589 472 117 100 200 72
is_linear=0
shrinkage=0.0279347


Tree=374
num_leaves=31
num_cat=0
split_feature=0 4 4 2 2 4 2 0 3 4 1 0 3 4 1 4 2 3 3 4 2 3 2 1 1 0 2 3 3 3
split_gain=2.13511 1.53625 1.57723 1.50713 4.3627 3.5521 3.54332 3.314 3.17361 3.30409 2.97998 2.3425 2.10716 2.35089 3.45941 4.38175 5.10864 3.08375 2.04537 2.24742 1.96027 1.86554 3.19141 1.85727 3.68402 2.49281 2.75832 1.93642 2.61931 1.80358
threshold=103.48144189910001 40.844669808050007 42.536568606950006 -0.079634999999999997 -0.077085000000000001 41.319407281650008 -0.08262499999999999 102.21786657775002 0.083950000000000011 37.627645350900004 61.049507226200006 84.226704768850013 0.086030000000000009 35.419594101850009 78.285212300550015 39.792680591700012 -0.14259499999999997 0.10157500000000001 0.090735000000000024 37.903039192800001 -0.092990000000000003 0.092260000000000023 -0.081354999999999997 63.705703859100005 65.29995953045001 87.278104746850019 0.066710000000000019 0.093325000000000033 1.0000000180025095e-35 0.083365000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 7 8 9 10 -1 -6 -10 -14 15 16 -15 18 19 -18 -11 22 -8 25 -25 26 27 28 -13 -7
right_child=1 2 -4 4 5 29 21 -9 12 20 -12 23 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00076473997447719301 -0.0028895206006622183 0.00099400464103388195 -0.0029137297753922408 0.0021955793922843964 -0.0014006448486041457 0.00049908237843655518 -0.0026042964716426705 -0.0033963649194620098 0.0013953088011026162 8.4049751751308997e-05 -0.0040384575857432461 0.0009302044832503189 0.001729026979870746 -0.0039423224324136325 0.002156613320863142 0.00034608865391157022 0.0011763207725739658 -0.0027491172134117142 0.0016217640701600383 -0.0031083592517583791 -0.0019023444967797532 -0.0034929847536286059 0.00072698363276072126 -0.0029892226603485525 0.00055078428981228161 0.0029618999345527313 0.0024560748248892818 0.0012060878881268694 -0.0017434177398780852 -0.00068861708572564217
leaf_weight=1.4346026827115554 2.8361897474387652 2.6738419582834472 1.1486529503599738 10.48233989626169 4.2760391095653167 14.57206374616362 4.1490608155727378 1.9826125137042243 16.45892196893692 33.942723152926185 3.3539816350676119 5.8401784673333221 8.4246910600922984 4.1297414177097407 6.4681898085400453 69.436612861696631 1.8164649363607153 3.0970779629424205 5.1686060689389706 2.0017881598323584 4.3612931407988134 2.5929466434754422 4.8548227511346331 2.3769948557019225 60.335315539967269 5.3753138929605475 6.9324665404856196 12.780689507722853 5.5682632103562355 31.331273568095639
leaf_count=78 434 162 324 94 72 231 54 58 87 636 82 23 57 56 30 442 13 32 24 33 64 32 26 22 412 41 31 46 28 310
internal_value=0.000229592 -0.00133424 -0.000180263 0.000260811 0.000456222 0.000334174 8.09315e-05 0.000187496 0.000231878 -0.00041519 -0.00259948 0.000620613 0.000470198 0.000318757 0.000189781 4.12485e-05 -0.00126426 -0.000349017 0.000478112 -0.00107 -0.000142121 -0.00140841 -0.000808097 0.000707732 0.000416607 0.00120797 0.000905032 0.000460512 -0.000374744 -0.000311581
internal_weight=340.204 6.65868 3.82249 333.545 159.871 149.389 173.674 162.077 160.095 43.0926 4.78858 103.485 117.002 100.543 92.1185 85.6503 16.2137 12.0839 8.98686 3.81825 38.304 11.5968 9.00388 99.2092 62.7123 36.4969 31.1216 24.1891 11.4084 45.9033
internal_count=4034 920 486 3114 1310 1216 1804 1692 1634 860 160 675 774 687 630 600 158 102 70 46 700 112 80 603 434 169 128 97 51 541
is_linear=0
shrinkage=0.00278911


Tree=375
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 0 1 4 2 0 0 3 1 1 4 0 3 4 2 3 1 4 1 0 0 2 2 1 4 0
split_gain=2.13575 1.9113 2.87899 1.806 2.77664 3.23638 2.5592 1.8724 1.98828 1.81691 4.40497 2.20257 1.61618 3.20035 1.61315 3.73537 3.00689 2.77775 2.76693 5.12859 2.04462 5.04398 2.90482 2.16109 3.36222 2.93877 2.14731 1.92729 1.78207 6.10536
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 85.667718326750006 66.590419433100024 90.297243227400017 61.87486387225001 43.680097826700013 -0.62218499999999988 91.937202686950016 90.767723400200012 0.12535000000000004 68.20618276945001 68.910558799650019 42.198888176300009 86.329079026800017 0.097450000000000023 42.686561923500008 -0.102645 0.096515000000000031 64.407391431150018 38.244973486750006 61.987779113750001 87.009258933850006 86.20003303655001 -0.067109999999999989 -0.08786999999999999 61.901748453550006 40.664404858950007 85.812895065800021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 14 -1 9 -9 10 -6 12 -11 -14 20 17 -17 -16 -19 -20 22 -22 27 24 -24 26 -26 -5 -29 -30
right_child=1 -3 -4 4 7 -7 -8 8 -10 11 -12 -13 13 -15 15 16 -18 18 19 -21 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.00011888760967153444 -0.0011531709374500352 -0.002743760976097753 0.0027017961899468922 0.0010460044437678249 0.00050964205053118398 0.0017657351996604644 -0.0012851042004442903 0.0025806609996754763 -0.0010971199471847854 -0.0016155485886387895 -0.0033799210590875614 -0.0020516619050254007 0.0021903196678236111 0.00022828730494096165 -0.0024622785527428515 0.0010010833065541896 -0.0010435304131655302 0.0018477918772450521 -0.0026165485894025591 0.0014554731723961001 0.00066065187967053883 -0.0027503434733755125 0.0013736082941518597 0.0016769100390292186 1.2278812331668049e-05 0.0011470404601545063 -0.0020583729998235583 0.0004241026108438392 0.0010777877463798405 -0.0028800413029564792
leaf_weight=32.190258571645245 5.1541922877076995 2.6768087013042532 1.5740836013574151 8.0212664231658 4.5605721706524482 12.274227634072302 10.789472576696424 0.98677539825439353 12.567703156964852 2.7352401055395594 3.007359423674643 2.5827837246470144 5.4458674341440192 103.85771614033729 5.0432673916220656 21.994500499218706 5.6210947558283797 2.9350784569978705 4.8005070500075799 3.2140898071229458 9.3784407153725606 3.7883051931858054 23.196520835161209 20.663005352020264 9.1556377150118298 8.8491179049015063 4.7264073491096523 8.3807766139507311 4.3272361978888494 5.521375335752964
leaf_count=501 723 217 20 30 32 64 341 4 409 17 50 50 17 815 51 133 28 12 51 16 41 30 88 107 35 36 30 34 14 38
internal_value=0.000212109 -0.000960686 -0.000251299 0.000244492 0.000313526 0.000534179 -0.000233565 5.03709e-05 -0.000829375 0.000147961 -0.001036 0.000226133 0.000278642 0.000326042 0.000433144 2.92441e-05 0.000584907 -0.000930239 -0.000224602 -0.000983548 0.000599297 -0.000320752 0.000729778 0.00100685 0.00070539 2.34923e-05 -0.000692714 2.69191e-05 -0.000421497 -0.00114107
internal_weight=350.02 9.40508 6.72828 340.615 297.635 161.891 42.9797 135.744 13.5545 122.19 7.56793 114.622 112.039 109.304 149.617 43.6085 27.6156 15.9929 10.9497 8.0146 106.008 13.1667 92.8413 66.5907 45.9277 22.7312 13.882 26.2507 18.2294 9.84861
internal_count=4034 960 743 3074 2232 838 842 1394 413 981 82 899 849 832 774 291 161 130 79 67 483 71 412 296 189 101 65 116 86 52
is_linear=0
shrinkage=0.00249484


Tree=376
num_leaves=31
num_cat=0
split_feature=2 3 3 3 2 2 1 2 3 4 3 1 4 3 2 2 1 0 0 0 4 4 2 4 0 1 4 2 4 4
split_gain=0.495139 0.565748 0.451409 1.40505 1.48504 1.48107 0.983862 1.59821 0.956298 0.934512 0.627382 1.47288 1.86914 1.47752 1.35871 1.28861 1.4596 1.00325 0.793329 1.97513 1.51402 1.44446 1.5678 1.42438 2.88592 1.50801 0.643596 0.572031 0.548935 1.01288
threshold=0.36215000000000008 0.09450500000000002 -0.23921499999999998 -0.24663499999999999 -0.23349 -0.041369999999999997 58.167480110400007 -0.080019999999999994 -0.55648999999999993 41.32819714970001 0.080135000000000026 72.378669787950017 40.00488309970001 0.079220000000000027 0.11704500000000002 -0.23375499999999999 55.887667615750004 102.11570516885001 87.170566421650008 86.054856297550018 39.749124837650008 41.605323437500005 -0.070909999999999987 41.436838994450007 85.121961326250016 58.613764160050003 38.903925214650009 -0.046635000000000003 48.86568841230001 49.122847560300009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 -5 -6 9 -1 -8 11 13 26 14 15 -4 -17 -14 19 23 -20 -22 -23 24 -18 -25 -13 -9 -12 -30
right_child=1 -3 10 5 6 -7 7 27 -10 -11 28 12 17 -15 -16 16 18 -19 20 -21 21 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0038239854832583541 -0.030489580111660985 0.0016588973201536019 0.014742181578459865 -0.037908339936681641 0.021381185915185015 0.0049517697761817256 -0.032619394259791608 0.013425764026210311 -0.033847789662570363 -0.0040276393929558965 0.00037978492589347244 -0.004902727566533642 -0.031516091462588991 0.01736278189909574 0.02240377354104061 -0.030166358946503297 -0.027825602472307406 -0.0042288947856901089 -0.0071470055835141377 -0.026663245787239949 0.028849671357189462 0.020576821549117844 -0.012313796287797182 0.0062196065008313347 0.030293355343150436 -0.035041415738845026 0.014250156385543227 -0.00026140021016152876 0.029617966501988009 -0.00439169271800179
leaf_weight=1.6212583032902332 0.74292420700658002 0.75521106796804816 4.2979021496139493 1.4846201959881002 1.7802693649427972 0.87771461851661925 1.256367579451765 4.1967444796464424 1.3141091813013233 2.0718455424066633 216.27421507349936 2.2888693695713282 2.0945512638427322 6.8414891064167014 2.4112199633382252 1.1134054786525727 0.79647856298834385 1.6464512210804967 4.073737829923628 2.1972113810479641 2.4866780266165733 1.9019858059473338 2.0713648539967835 1.3687711274251344 2.1966228485107422 1.0875008217990396 2.52397986210417 4.1596842894505173 1.223544534062966 1.1739601496083194
leaf_count=32 84 25 69 39 72 23 46 26 99 28 2398 57 167 102 14 81 108 253 27 15 20 32 16 14 7 42 20 66 7 45
internal_value=0.000713488 -0.0142835 0.000794065 -0.00312418 -0.000407586 -0.0219839 0.00326737 0.000507552 -0.0172651 -0.0148207 0.00107675 0.00402936 -0.00563832 0.00654716 0.00370152 0.00179003 -0.00109521 -0.0195067 0.000685175 -0.00572786 0.00534047 0.0132152 0.00343047 0.00271338 0.0148276 -0.0120485 0.00514153 0.00661253 0.000517767 0.0129648
internal_weight=280.331 1.49814 278.833 18.7626 16.4003 2.36233 13.4649 11.6846 2.93537 3.32821 260.07 41.3982 8.55385 32.8444 26.0029 23.5917 19.2938 3.741 18.1804 7.64658 10.5338 6.46003 3.97335 5.44937 2.9931 2.45627 4.81285 8.35643 218.672 2.3975
internal_count=4034 109 3925 431 369 62 238 166 131 74 3494 1044 497 547 445 431 362 420 281 186 95 68 48 171 115 56 77 92 2450 52
is_linear=0
shrinkage=0.0261565


Tree=377
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 0 3 0 0 0 3 2 2 3 2 3 3 3 4 4 0 1 4 4 4 2 0 1 3
split_gain=0.443171 2.23199 1.89346 0.808538 2.11078 1.93266 0.714575 1.0274 1.23384 0.862004 1.25093 2.01996 1.68489 2.67354 3.28436 2.60777 1.55304 1.4413 1.3456 2.68952 2.37931 1.91505 0.910075 0.748974 3.00847 1.55454 1.44417 1.33524 1.3459 1.09744
threshold=64.407391431150018 88.606203063300015 62.837331883000012 65.29995953045001 -0.048954999999999992 -0.23783499999999999 85.995710218650018 0.41214500000000009 85.925810307250018 86.135510041400025 86.329079026800017 0.087555000000000022 -0.06828999999999999 -0.013805 0.10469000000000002 -0.077085000000000001 0.098105000000000026 0.10507500000000002 0.09450500000000002 41.872294782850005 41.218101594450012 86.89903215050002 62.036171360100006 42.719328117250008 44.262924377150007 42.67709657435001 -0.45120499999999997 75.462331263550013 58.167480110400007 0.10433500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -2 7 8 23 -8 11 -11 15 17 -15 16 18 -14 19 20 -12 22 -21 25 26 27 -25 -1 -29 -30
right_child=3 2 -4 -5 -6 -7 9 -9 -10 10 12 -13 13 14 -16 -17 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.027668763888162393 -0.036732859365620547 -0.0030355830270689709 0.024150097184164269 -1.3079158279911894e-05 -0.036950754741912312 0.011410030529024857 0.0098177723703154734 0.01390426460737198 -0.018699128982520581 0.0041169013126065327 0.0038239193358895725 -0.019468351714545359 0.025926373536798747 -0.021189251479545621 0.0163232120113352 -0.021951182467015704 -0.013966097047305226 0.0061788464742355224 0.019464094081748838 0.0049145278843341486 -0.025524655235183494 -0.0059076660566910154 0.021380079849560474 0.012562179794800793 0.0021551784629347255 0.029139773197464049 -0.031309580198895064 0.016234698667862573 0.0018328633488518165 -0.0098085209301744108
leaf_weight=1.2777885841205705 0.79553316347300995 2.8323870077729207 5.762538056820631 132.10402587692079 1.6019164980389167 2.7707734992727642 10.623346881940959 3.079597456380724 3.1861176807433358 5.7088408544659597 4.1913440302014404 5.0926883779466152 6.7921624332666415 3.6637638956308356 3.2777354866266251 3.7048162594437626 3.8511006832122794 4.5914634093642235 3.8302152976393691 3.9872559159994108 4.0030023828148842 4.5607778429985038 6.6177235990762711 0.65023522078990836 9.3237314941361529 1.3768785968422879 3.8439941433025524 3.682993719354271 23.336651028366763 8.0807066410779935
leaf_count=253 66 17 56 2466 36 23 58 15 29 27 20 36 38 27 17 31 20 20 18 14 29 28 70 3 128 4 187 25 214 59
internal_value=0.000674646 0.00174708 0.0151913 -0.00042636 -0.0109902 0.000670835 0.000873899 -0.00139659 -0.00225709 0.0026367 0.00144234 -0.00700304 0.00316122 0.00984096 -0.00347609 -0.000361673 0.00221505 0.0179614 0.00450687 0.00205442 -0.0105131 0.00884489 0.0151894 -0.00124132 -0.0066646 0.000743544 -0.0249621 -0.000331227 0.000663965 -0.00116136
internal_weight=278.202 140.93 8.59493 137.272 5.16822 3.56631 132.335 57.8387 54.7591 74.4962 63.8729 10.8015 53.0714 18.3251 6.9415 34.7462 31.0414 11.3836 27.1903 23.3601 8.19435 15.1658 10.605 51.573 13.818 37.755 4.49423 36.3781 35.1004 31.4174
internal_count=4034 1443 73 2591 125 89 1370 917 902 453 395 63 332 102 44 230 199 58 179 161 49 112 84 873 318 555 190 551 298 273
is_linear=0
shrinkage=0.0272254


Tree=378
num_leaves=31
num_cat=0
split_feature=0 3 3 2 0 0 3 3 4 3 1 0 2 3 4 4 2 1 4 2 1 1 3 2 1 1 4 0 1 1
split_gain=0.432378 1.23594 1.23253 0.793181 0.541383 0.422707 0.885209 1.24107 1.78302 1.06565 1.69207 1.34842 1.09782 1.08362 1.59981 1.45923 2.20689 1.19214 1.07855 1.01923 1.03808 1.25178 0.992229 0.842093 1.15994 0.725754 2.05351 1.73224 1.13709 1.00287
threshold=102.89804648475001 0.090735000000000024 0.086230000000000015 -0.086139999999999994 102.64264296240002 85.705356740550016 0.10184000000000003 0.11531000000000002 39.577821550850011 -0.15572 61.982402197500001 71.131225215400022 -0.59502499999999992 1.0000000180025095e-35 37.999598532650005 41.32819714970001 -0.016679999999999997 61.45546440395001 35.171584490050009 -0.116995 61.950140699950005 57.772276765200012 -0.25095999999999996 -0.23349 57.041016153700006 64.665483411650015 38.625745710700009 89.705782438650019 63.353515844050008 65.29995953045001
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -9 11 13 -1 -12 14 -11 16 17 18 -15 -17 21 -21 23 24 -13 26 -7 28 -28 -27
right_child=1 -3 3 -5 -6 25 7 8 -10 10 12 22 -14 15 -16 19 -18 -19 -20 20 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.033000182996952093 -0.018847876261025038 -0.030465778390780983 -0.029296106026698205 0.018444851385505518 0.014130032674468794 0.020927718932169249 0.011509977057935279 0.015286113433082943 -0.034028716869428953 0.008020148839199711 0.01389129585910753 -0.034495033027308497 -0.030938516394688399 0.020441037607361889 -0.03320682091975885 0.024909335834795092 0.011151642436450435 -0.045357064731275723 -0.031213727399190615 0.010730679423636926 0.014937582872058791 -0.03387133923590082 0.021483446802414326 0.0095879202129066712 0.0059988649681077012 -0.016978232314274193 0.00183069125143925 0.020994399692594305 -0.015040091501435107 5.0374246379193444e-05
leaf_weight=0.72171586123295295 1.5789660709269799 1.3324870216165434 0.30807680389261838 2.1999530626344495 2.3417168105952433 4.6432749927043906 6.6277426155284029 1.0208237618207934 1.2871664408594368 1.1388629088178306 0.48674037307500873 1.0401974171400072 3.2999716537306076 0.5644805356860163 2.0403232227545232 2.0785672627389431 1.9198988890275339 1.4318264117464421 0.70703767705708742 0.89793584728613529 2.0064725559204817 1.0718962447717784 2.4456082158721983 2.9914025864563882 1.163934120966587 2.7448904216289511 94.273977028205991 3.5866308324038974 3.207798581570386 124.26868585689226
leaf_count=115 558 217 50 135 33 33 41 13 30 53 2 19 252 12 104 16 27 13 29 22 11 32 19 46 26 21 585 37 21 1462
internal_value=0.000633224 -0.00715992 0.000438513 0.0125805 0.000789644 0.000672934 -0.00218492 0.00538165 -0.0122168 -0.00478473 -0.00866816 0.00340856 -0.0251761 -0.00415712 -0.0184383 9.4806e-05 -0.011694 -0.0279188 -0.008282 0.00909623 0.000830105 -0.0135398 0.00684741 -4.19651e-05 -0.0131115 0.00110203 0.00280776 0.0019753 0.00127553 -0.000317631
internal_weight=275.429 5.41948 4.087 2.50803 270.01 267.668 34.9426 8.93573 2.30799 26.0069 17.644 8.36286 3.78671 13.8573 3.17919 10.6781 4.62324 2.70334 1.27152 6.05487 3.9763 1.96983 7.64114 5.19553 2.20413 232.725 105.712 101.068 97.4818 127.014
internal_count=4034 960 743 185 3074 3041 882 84 43 798 573 225 254 319 157 162 81 54 41 81 65 54 110 91 45 2159 676 643 606 1483
is_linear=0
shrinkage=0.027866


Tree=379
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 4 2 0 1 2 4 4 1 1 1 1 0 0 1 1 4 3 0 2 2 1 0 3
split_gain=0.419306 1.34163 0.600026 2.97979 1.48062 0.856518 1.46238 0.938633 1.53475 0.783797 0.583361 1.53094 0.876754 1.15709 0.805574 0.898627 0.640492 0.923833 0.941547 1.33018 1.72785 1.60159 1.9331 1.49046 1.83024 1.22488 2.00971 0.795507 2.23737 2.22167
threshold=-0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.54526999999999992 64.407391431150018 78.285212300550015 101.72856719805002 42.824128352900011 -0.59681499999999998 102.11570516885001 81.479100559500012 -0.085584999999999994 42.434124620650003 38.903925214650009 87.030766598900016 87.33187390945001 80.468240302450013 78.962703749400006 102.03236296680001 97.878695155250014 75.408562100950022 72.752365468100024 40.280372415600006 0.085235000000000019 97.752337623100019 -0.081354999999999997 0.086310000000000026 71.096275259700022 96.039789794050009 0.076615000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 7 -7 8 -3 -8 16 12 13 -12 -13 -16 17 18 19 20 27 -21 -23 24 -22 -24 -27 -5 29 -29
right_child=1 2 3 10 -6 6 9 -9 -10 -11 11 14 -14 -15 15 -17 -18 -19 -20 21 23 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=0.019189226821285564 -0.02370465587275605 -0.019696558310561073 0.015671669651015126 0.0013481301693543547 -0.037329887887624397 0.033997535140331415 0.033278876342042137 0.017636766606331931 0.011111978706221336 -0.032450123403573769 -0.032621296245818707 -0.034834272360333395 -0.031696782499388593 0.025855460570365751 0.035091094713974882 -0.030924956103431812 0.0086171217633092458 -0.021830515494347832 0.01663507361624153 0.012766125457830456 -0.034558085656770772 -0.034917264644311483 0.0040956257085218942 0.022243198651623275 0.037790028963791106 -0.037519971520333456 0.0097118712137787069 0.0065015854131251294 0.0010196577235197502 -0.033129883353696002
leaf_weight=1.1225398534443218 2.0968632773146956 2.9592690931167454 0.59251891076564733 189.93540648423368 2.7763414640066912 2.2459364130627359 0.23612858355045308 2.6559240338392556 3.0337711498141271 0.58322827192023396 0.38014532104716714 2.0230030142993196 0.43611182601307508 1.7879070946946738 0.37935986978118297 0.38480470071954187 9.8767853413009998 1.6731277676299203 3.4571346990996963 2.6456067666877052 1.0239416739204887 2.9075460834428659 4.7186458501964808 6.0531645016744733 0.47387194633483876 2.1978975895326571 1.3455889355391262 1.9204235955840001 16.977490168064833 4.1259116171859205
leaf_count=18 46 28 3 1955 118 10 1 16 22 82 101 155 200 97 5 282 86 72 55 42 80 92 35 34 1 41 12 47 97 201
internal_value=0.000624779 0.000548136 0.000736622 0.00043082 -0.0280079 0.00747416 0.0212993 0.00257438 -0.00410079 -0.0135078 0.000806938 -0.00909882 0.00768115 0.0156022 -0.024777 0.00184788 0.00102113 0.00070782 0.000866408 0.000633764 0.00120778 -0.00852827 -0.013572 0.0155164 -0.0116689 -0.00606031 -0.0195843 0.000700433 -0.00464275 -0.0205422
internal_weight=273.026 271.904 269.807 258.093 3.36886 11.7143 3.06529 8.64896 5.99304 0.819357 254.724 5.39133 2.60416 2.16805 2.78717 0.764165 249.333 239.456 237.783 234.325 220.51 13.8153 11.1697 7.55098 1.49781 8.26213 3.54349 212.959 23.0238 6.04634
internal_count=4034 4016 3970 3811 121 159 93 66 50 83 3690 840 398 198 442 287 2850 2764 2692 2637 2415 222 180 115 81 88 53 2300 345 248
is_linear=0
shrinkage=0.0304377


Tree=380
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 0 4 2 2 0 3 4 2 1 0 4 2 0 4 1 0 4 2 2 4 3 3 1 4 0
split_gain=1.87464 3.2163 2.02588 1.95076 1.80392 3.44009 2.54783 1.74753 2.60181 1.72674 1.69957 1.69272 1.61622 2.60842 1.6137 1.75555 4.35274 1.80596 1.46489 1.85008 1.93102 1.43537 2.08431 1.74163 1.64805 2.10008 3.50083 1.38928 1.32732 2.28724
threshold=70.171445662850019 94.773526014550015 107.57327517365 85.995710218650018 41.942745071500006 85.812895065800021 42.434124620650003 0.22598000000000004 -0.037054999999999998 75.994645973400011 0.097015000000000032 38.244973486750006 -0.116995 73.037342029850024 85.791387400750025 42.719328117250008 -0.22932499999999997 68.948197213500023 39.110279783550006 71.096275259700022 94.203572890950014 41.385032804600009 0.18145000000000003 -0.084794999999999995 38.400997490450003 0.12746000000000005 0.10433500000000002 70.727956495850009 38.400997490450003 95.117648655250022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 7 4 9 6 -6 8 11 -1 -9 12 13 -3 15 -8 -17 -18 -2 20 -20 22 24 -23 -11 26 -26 -22 -13 -30
right_child=1 2 -4 -5 5 -7 14 10 -10 21 -12 28 -14 -15 -16 16 17 -19 19 -21 27 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0025156561619506714 -0.0038413138302078945 0.0024991674621391586 -0.0030258464183991109 0.00057186558951517351 -0.003535908869595465 -0.0036812870835263669 0.0015508479204692028 -0.0034283131712131596 0.00094979760881927814 0.0010764261266977874 -1.279009249825235e-05 0.0025439635677313019 -0.002645556173189509 -0.0020917690526116883 0.0029057226116106644 0.00051909829606767109 0.0022699294250156711 -0.0033329477788448087 0.0025596435970440855 -0.0031115034518749995 -0.0032598880574137338 0.0022813470856935863 0.002186949491566074 -0.00024229236441589803 -0.00037508998884687726 0.0015630462492456617 -0.0039106690622208763 0.0011260480786814265 -0.0032689295430876415 0.00010787603853850779
leaf_weight=1.7820075978524972 2.2763148276135308 1.9402445331215856 1.834128732618409 155.03588688373566 1.9229504249524385 2.9253287836909285 4.0221289549954298 2.3365135362837455 29.313949736999348 6.9980447045527461 2.8596296133473516 1.8533238898962725 4.269398645963518 2.499429932446219 1.5985689014196385 10.006133256945766 0.56538441544397677 4.9819254190661013 1.6957132429815827 2.5306354109197855 1.5880104564130308 6.9778181733563542 3.832245595753192 3.6900198049843294 12.946957642212515 3.2689276933670035 3.0551342349499455 1.0648918263614175 1.8380886507220555 48.077293369919062
leaf_count=233 49 7 649 893 55 39 40 82 215 69 23 7 95 79 5 175 12 194 21 190 43 27 21 27 92 10 24 6 74 578
internal_value=0.000233071 -9.23897e-05 6.67625e-05 0.00038732 -2.99146e-05 -0.000646081 -0.000261661 0.000126478 0.000223414 0.000346906 -0.00154862 -0.000128668 -0.00134046 -8.54194e-05 3.56926e-05 -0.000198678 -0.000651106 -0.0027619 -0.00177546 -0.00109187 8.34299e-05 0.000472028 0.000140173 0.00140842 -0.000158419 -0.000606839 -0.00105011 -0.00149935 7.5192e-05 -1.64718e-05
internal_weight=329.587 105.978 96.822 223.609 68.5736 26.0224 23.0971 94.9879 89.7917 42.5512 5.19614 60.4778 8.70907 4.43967 21.1741 19.5756 15.5534 5.54731 9.15557 6.87925 4.34862 40.7691 30.1013 10.6678 26.2691 19.271 16.0021 2.6529 51.7687 49.9154
internal_count=4034 2118 1809 1916 1023 520 481 1160 1055 503 105 840 181 86 426 421 381 206 309 260 70 270 216 54 195 126 116 49 659 652
is_linear=0
shrinkage=0.00297089


Tree=381
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 4 0 3 4 0 4 0 0 4 2 0 4 4 3 2 2 2 1 3 0 2 4 4 2 1
split_gain=2.10068 2.79676 2.32321 2.1615 1.86211 2.3366 1.92252 1.68233 1.65206 3.79392 2.96407 2.62503 2.21123 1.96019 4.87365 1.84775 1.56595 1.94127 1.49652 2.94454 2.44117 2.87508 2.18438 3.28906 1.74984 1.81365 1.59915 2.55732 3.37681 1.66441
threshold=70.171445662850019 94.773526014550015 85.995710218650018 107.57327517365 39.110279783550006 42.360359531950003 94.203572890950014 -0.10747999999999999 41.942745071500006 85.812895065800021 42.434124620650003 75.462331263550013 85.791387400750025 42.719328117250008 -0.22932499999999997 68.948197213500023 44.262924377150007 47.927946529500012 0.09450500000000002 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 71.504920895500007 0.09180000000000002 102.21786657775002 -0.086139999999999994 40.844669808050007 41.257403903850005 -0.51842999999999995 71.246828915000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 7 -2 6 -6 -3 11 10 -10 -1 13 -12 -15 -16 -4 -18 19 20 21 22 23 -9 -24 -26 29 -28 -29 -20
right_child=1 3 16 -5 5 -7 -8 18 9 -11 12 -13 -14 14 15 -17 17 -19 26 -21 -22 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0025039040623171067 -0.0032017893216605207 -0.0019004123260454289 0.0005337900208133142 -0.0024846930519566942 0.0020632164152453959 -0.002608077041927467 -0.0010860427065495261 -0.0029459389722700457 -0.0028955612385075571 -0.0030988670115534274 0.001373483572151199 0.00038326351595988268 0.0026664703279682201 0.00040470131721563016 0.0016936226144257886 -0.0027407911412324483 -0.0023684011671117585 0.00065605147324161771 0.001151513852494124 -0.0028192271599626591 0.00099087474166223021 -0.0031384906749891681 0.0006355790448646459 0.0016592150736968365 -0.002709597808196843 0.00068021562551849103 0.0020971756709512613 0.0011874840189012759 -0.0020955065424908344 -0.0011804344023446456
leaf_weight=1.9772993032820512 2.4356790506280941 2.4877392984926692 154.68103985115886 2.0043640587828113 2.0743876323103905 2.5698338171932846 2.6546230968087912 2.9081230945885101 2.2261002953164342 2.9992642402648917 4.1282197844702813 43.713897907640785 1.808938294649123 12.073829019907874 0.6294210734777036 5.4699978560674936 2.5336524951271704 2.5659767352044582 2.1341726332902935 1.7180769664701063 26.814254462718964 1.6605890747159779 25.503187763039026 1.3708022255450485 2.0531620411202316 1.7616590689867724 3.49654000578448 3.7980537437833846 3.7308435174636543 13.276644424302502
leaf_count=227 49 114 835 649 20 186 54 75 55 39 40 276 5 175 12 194 43 15 11 57 146 37 231 8 170 21 18 24 63 185
internal_value=0.000194042 -9.51225e-05 0.000322675 3.34484e-05 -0.00134613 -0.000726889 0.000295385 8.78877e-05 -3.31009e-05 -0.000486997 -0.000189551 0.000258321 6.02933e-05 -0.000151101 -0.000497425 -0.00228319 0.000489733 -0.00084659 0.00014271 0.000345914 0.000433522 9.64094e-06 0.000165243 -0.00147063 0.000403996 -0.0011442 -0.000347617 0.000365063 -0.000439358 -0.000857494
internal_weight=339.26 104.453 234.808 94.7182 9.73452 7.29884 4.72901 92.7138 75.027 29.3358 26.3365 45.6912 24.1104 22.3015 18.1732 6.09942 159.781 5.09963 90.2261 63.7899 62.0718 35.2575 33.5969 4.27893 29.318 3.81482 26.4363 11.0254 7.5289 15.4108
internal_count=4034 2118 1916 1809 309 260 74 1160 1023 520 481 503 426 421 381 206 893 58 1046 745 688 542 505 83 422 191 301 105 87 196
is_linear=0
shrinkage=0.00245095


Tree=382
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 0 0 4 0 4 4 2 0 2 2 2 3 2 0 4 4 3 2 3 3 2 4 1 0 3
split_gain=3.9055 3.93448 2.98046 2.76737 2.48712 3.75015 3.20079 2.84841 2.35673 2.17047 4.76193 3.46171 2.10998 2.08214 2.94392 2.05999 2.41764 2.16513 2.08222 3.14303 3.51439 2.32958 2.32442 2.04531 1.92987 2.72113 1.91969 2.3194 4.26527 1.7254
threshold=70.171445662850019 94.773526014550015 85.995710218650018 107.57327517365 41.942745071500006 85.812895065800021 75.462331263550013 42.434124620650003 85.791387400750025 47.927946529500012 42.719328117250008 -0.55354000000000003 67.04476885710001 0.22598000000000004 -0.048954999999999992 -0.068964999999999985 0.083495000000000028 -0.054619999999999995 96.039789794050009 41.827117825850003 41.147265497500008 0.09450500000000002 -0.101395 0.097015000000000032 0.076615000000000016 -0.074999999999999997 42.094663496250007 80.468240302450013 96.959242474650011 -0.10565499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 6 7 -1 -6 9 10 -9 -12 -13 14 15 16 24 -17 22 20 21 -20 -18 -15 29 -26 -16 28 -28 -3
right_child=1 3 -4 -5 5 -7 -8 8 -10 -11 11 12 -14 23 26 17 18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0021012124424507135 -0.0012586650759084665 -0.0021811991328449369 0.00049827388612776874 -0.0020782102022272597 -0.0024209625985604608 -0.0025869070286070736 0.00041788695852247197 0.0011459594133754929 0.0022320773747506787 0.00062794633216694997 0.0016692592452268557 0.0017760046486604444 -0.0022880590618734871 -0.0024120790792952289 0.00089801170233669021 -0.0028176681332331669 0.00047022421827863263 -5.600390552169088e-05 0.00071104368193645171 0.0010081672235240354 -0.0022179944018615992 -0.0006094457314066964 -0.0023013879225789432 4.4915591138358505e-05 -0.0023705222781239383 0.0016795305574209217 0.00059204777842564572 0.0013419573149540346 -0.0026554763730001637 0.00084983453495294169
leaf_weight=2.2126632491126648 11.192666857969014 1.0496126178186385 170.54845915781334 2.5740230325609437 2.2185835763812127 3.0970227345824233 45.224587559234351 4.0739098954945865 1.8294031396508206 8.4301953576505166 1.243513286113745 0.57545520854181642 7.4652913478203118 2.7272607432678333 25.897847348591313 2.3555335374549031 2.2828592602163553 2.3938204273581567 12.936647102003922 16.600656111259013 2.988533050287514 9.8353667012415809 2.8395315557718268 2.9492270760238171 4.6202185531146824 0.81638856604695309 3.905306698754428 2.991987475194037 2.9835979230701923 3.1206968310288996
leaf_count=227 309 55 893 649 55 39 276 40 5 54 4 11 312 82 147 55 32 13 99 93 36 112 61 23 196 6 24 19 46 61
internal_value=0.000202065 -0.000105595 0.000347923 1.63094e-05 1.21646e-05 -0.000460384 0.000300386 -0.000205477 2.63974e-06 -0.000184549 -0.000697306 -0.00150613 -0.0019972 6.8503e-05 0.000138518 -0.000131614 -2.39592e-05 -0.0014257 0.000165335 0.000314252 -0.000132922 0.000140717 -0.00106618 -0.00113554 -0.000959571 -0.00176235 0.000605414 -0.000161486 -0.000814461 8.69628e-05
internal_weight=363.981 117.062 246.919 105.869 76.3706 28.9334 47.4373 25.8364 23.6178 21.7884 13.3582 9.28426 8.04075 103.295 97.6186 61.8399 57.0905 4.74935 47.4836 42.3612 25.7605 22.772 5.12239 5.67649 9.60692 5.43661 35.7787 9.88089 6.8889 4.17031
internal_count=4034 2118 1916 1809 1023 520 503 481 426 421 367 327 323 1160 1055 819 751 68 433 340 247 211 93 105 318 202 236 89 70 116
is_linear=0
shrinkage=0.00204504


Tree=383
num_leaves=31
num_cat=0
split_feature=4 2 2 2 0 0 1 0 0 0 2 1 2 0 1 3 3 1 3 3 1 2 3 2 2 3 0 1 1 1
split_gain=0.452954 1.19452 2.41653 1.842 2.1766 1.73549 1.67649 1.19358 1.08175 1.21257 1.0654 1.55701 1.01181 2.36981 2.34567 1.95864 1.87122 1.8233 2.15995 1.80333 1.74948 1.75193 2.33381 1.69082 1.61177 1.44513 1.01438 1.00786 2.5449 3.11106
threshold=42.141702038450013 -0.075639999999999999 -0.078649999999999984 -0.06828999999999999 86.756543869550015 85.683849075550015 62.213609596700003 103.48144189910001 85.667718326750006 67.04476885710001 0.04932000000000001 65.536543845950021 -0.11572 86.20003303655001 62.014663695050011 0.12201500000000003 0.084090000000000012 62.084563606450011 0.087555000000000022 0.092650000000000024 62.165217350350012 -0.08786999999999999 0.088145000000000015 -0.23783499999999999 -0.084275000000000003 0.10010000000000002 95.620390325650007 61.987779113750001 62.052302108850007 62.068432857650002
decision_type=2 2 2 2 2 2 2 2 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 12 -3 5 8 -6 27 9 -5 11 -8 15 17 -15 16 23 18 -14 -18 -16 22 -22 -2 -23 -21 -25 -1 -29 -30
right_child=1 3 -4 4 6 -7 10 -9 -10 -11 -12 -13 13 14 20 -17 19 -19 -20 25 21 24 -24 26 -26 -27 -28 28 29 -31
leaf_value=-0.0033643560640088466 -0.03757698960239636 -0.052988756675787285 0.029916410633711255 0.038341627570149035 0.032295232721201168 -0.045696695224069515 -0.0010849142423568605 -0.024637945496300662 0.03679839676699917 -0.037799002358668447 0.0041250944296447063 -0.042007948270138075 -0.043971716924485628 0.022864775026582303 -0.031538876653726393 -0.053092150498277785 0.026056598827452385 -0.046708336467279489 0.0065472905528031937 -0.022190534595597684 -0.0015874251482379978 0.032925447248626463 -0.053202557017748953 0.0042818470545548191 -0.0042759056399086347 0.018911359885812853 -0.038232728935373536 0.015119923776484646 -0.034904851958073746 0.0023821722289377192
leaf_weight=35.912568189552985 1.6688090293318989 1.172521320637318 3.632892988389357 0.36366447107866706 1.9196469634771336 2.8337310403585434 3.1704029515385619 2.2219997970823888 0.64689441770315159 1.1371374082518739 8.2485664846026321 1.9959082400018813 1.6458372455090309 4.9273375943303135 2.854983150959014 0.75924354454036702 8.2777716262498853 2.6830754349939525 3.4564340501092374 2.3475789453368625 5.2584440548671436 2.9982445272617042 1.4785581657197324 11.071205193642527 3.1422406621277288 2.1673889074008912 0.79224685058579858 21.042970302398317 3.0152809359133235 131.89496029517613
leaf_count=476 208 17 66 4 6 41 15 558 3 129 149 147 55 15 22 11 57 40 42 32 84 15 32 192 50 20 238 114 25 1171
internal_value=0.000861269 -0.00142497 0.00123718 -0.00875442 -0.00620147 -0.0270458 0.000569821 0.00181129 -0.00243726 -0.0193491 -0.00397003 -0.0168948 -0.000639099 -0.00541992 0.00101122 0.00438194 0.00603956 -0.0224861 -0.0097486 0.0159923 -0.00583321 -0.000134176 -0.0129153 -0.00336924 0.0138886 -0.00245977 0.0014427 0.0021176 0.00337997 0.0015488
internal_weight=274.739 80.6508 59.1623 21.4885 20.316 4.98143 15.3345 194.088 2.1477 1.5008 13.4149 5.16631 55.5294 28.4452 20.6598 27.0842 26.325 7.78535 5.10227 12.7927 15.7325 12.8775 6.737 13.5323 6.14049 4.51497 11.8635 191.866 155.953 134.91
internal_count=4034 1690 1179 511 494 177 317 2344 136 133 311 162 1113 355 218 758 747 137 97 109 203 181 116 638 65 52 430 1786 1310 1196
is_linear=0
shrinkage=0.036296


Tree=384
num_leaves=31
num_cat=0
split_feature=4 1 0 1 1 0 0 1 3 1 4 4 3 2 4 1 2 3 4 1 3 4 3 1 2 2 0 3 4 0
split_gain=0.410128 1.03166 1.45076 0.452307 2.17893 0.978269 2.24946 2.55534 1.27435 1.26957 1.0167 1.5259 1.15408 1.10236 1.12602 0.891122 2.07554 1.33911 1.0249 3.51697 1.50234 1.2461 1.24384 3.46358 2.51449 3.10121 2.38227 1.22643 1.31069 1.105
threshold=32.051492741500006 68.34060567600001 96.741477366050006 66.590419433100024 66.351146659450009 91.937202686950016 90.767723400200012 67.300172379550006 0.13377000000000003 67.192634054300015 43.89540535710001 48.86568841230001 0.089505000000000015 -0.167075 48.96897326980001 69.873026810350026 -0.10051499999999999 0.086555000000000021 40.80591513400001 70.776348742200014 0.11922500000000003 40.890797847750008 0.088655000000000025 71.246828915000023 0.13747000000000004 -0.59502499999999992 96.039789794050009 0.079470000000000027 42.488347682450005 93.133566555000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 7 -5 9 -7 15 12 -12 -13 -15 16 -11 -18 29 -20 21 -21 26 -24 25 -25 -23 -28 -29 -17
right_child=3 2 -4 5 -6 8 -8 -9 -10 10 11 13 -14 14 -16 18 17 -19 19 20 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.038623849921971237 0.0012627765753559987 0.03476134740433743 -0.040487108454817171 0.023368187866736993 0.024337226290336203 -0.045941079085696904 -0.031311354377100101 -0.027656545885175261 -0.035449013374251687 0.024895595518641612 -0.037377222234090166 0.03039228712904965 -0.00014742625508660991 0.022825896138983635 -0.033096725822569367 0.034433584848315199 0.013276050093361118 -0.011633221874997124 -0.036274763400157249 0.021855648328232204 0.036101955102998129 -0.034673977643967353 0.032382897798571064 0.015037287691629811 0.02015781602154082 -0.030564600909976088 -0.0080585794421897602 0.023369512597562737 0.0036107090591861544 -0.0033722853006197843
leaf_weight=0.88408751098904659 151.50334881740855 0.6791175454854963 0.39747615656233393 2.4910638909786931 4.1135738901793948 0.57624957710504432 3.2256124941632152 1.563219597795978 0.98128014639951189 4.9826970845460883 2.3974862658069465 1.1035027488833296 1.2343152377288786 0.58325384464114882 0.89002222375711426 0.76872062962502141 3.8167572319507581 4.7286038398742676 1.9929244723170985 3.8138806424685745 1.5959138143807639 1.1813811897300244 2.0324160903692237 1.9036230262136067 1.8858810830861319 6.2536090427893214 2.6644791701983221 7.9083411535539181 5.6201349187176675 47.84652147316956
leaf_count=77 1565 3 102 13 30 6 68 62 51 19 320 14 29 4 235 4 16 26 63 29 9 48 7 11 10 136 116 85 60 816
internal_value=0.000672306 -0.0135833 0.00697977 0.000775958 0.00187273 -0.000720648 -0.0118161 0.00369446 3.59292e-05 0.000365107 0.000618746 -0.0116611 -0.0247242 0.00675046 -0.0109576 0.00138888 0.008849 -0.000507578 0.000208078 0.00414262 0.00645328 0.00503081 0.00285192 -0.00485966 -0.0123964 -0.0199227 0.00821163 0.0113404 0.0151611 -0.00277449
internal_weight=271.619 1.96068 1.07659 269.659 155.617 114.042 7.2799 4.05428 106.762 105.781 105.204 6.20858 3.6318 2.57678 1.47328 98.9959 13.5281 8.54536 85.4678 36.8526 34.8597 33.2637 29.4499 12.0755 10.0431 8.15723 17.3743 16.193 13.5285 48.6152
internal_count=4034 182 105 3852 1595 2257 143 75 2114 2063 2057 602 349 253 239 1455 61 42 1394 574 511 502 473 164 157 147 309 261 145 820
is_linear=0
shrinkage=0.0312825


Tree=385
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 1 2 3 0 0 0 1 3 4 2 4 4 4 4 2 2 3 1 4 1 0 3 3 1 3
split_gain=3.10407 4.25333 3.06367 3.38098 2.47059 3.90303 3.0642 2.38334 2.1282 2.07435 4.40939 5.18184 2.86828 2.52968 2.09143 3.47246 4.03828 3.8081 3.60821 2.79528 2.40276 5.08146 2.34418 2.12113 1.88551 4.03935 3.33727 1.85494 1.75195 1.67261
threshold=66.590419433100024 90.297243227400017 89.953120586650016 85.705356740550016 38.625745710700009 64.02831883475001 -0.13953999999999997 0.10184000000000003 107.57327517365 91.937202686950016 90.767723400200012 67.300172379550006 0.13377000000000003 43.89540535710001 -0.061874999999999999 39.792680591700012 35.050303764500008 38.244973486750006 39.184300550350009 -0.016334999999999999 -0.59502499999999992 0.091290000000000024 75.077881750900005 40.206947806850003 69.999384342500022 97.39208423365001 0.089835000000000012 0.088350000000000026 83.116371560950014 0.087905000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 27 -6 -7 -1 9 10 11 -2 13 14 15 16 -11 28 -19 22 -17 24 -16 -24 -22 26 -26 -5 -18 -15
right_child=8 -3 -4 4 5 6 -8 -9 -10 12 -12 -13 -14 29 19 20 17 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00047548742111248567 0.0020282865218234293 0.0016678100390342216 -0.0021706197685105811 0.0002573282082749089 0.00050255707377448277 0.00013904668117563452 -0.0031874956916384347 0.00070873633335149177 -0.0023178229511516602 0.0010177723634577807 -0.0026131206013659579 -0.0024019617173673602 -0.0028378998438884518 -0.0019527585604461296 0.0017957206871324675 0.0015710108840095954 -0.0029712302781366921 0.00054678907593434995 -0.0020577225660172007 0.00013976237907211702 0.0023456150364651309 -0.0012174023211624725 -0.0011351185601519184 0.001282288132643927 -0.001748139099037527 0.0011255569140321332 0.0017003855994826469 0.0019048738138730567 0.00020767450888788282 0.00010571228771541319
leaf_weight=35.821889786515385 3.6154767982661706 12.730943486094473 2.5613309666514388 5.2983532622456577 114.7743720151484 3.0765790455043316 2.7050574570894232 11.726529672741888 2.1064735681866287 5.1396942636929479 4.7490372061729431 2.2121655796654522 1.7456829049624492 4.9703328183386457 12.500041339546444 6.5558967827819208 6.4466947931796339 7.254317860119043 4.4680858957581222 38.562418874818832 2.958698436617861 11.062593014445154 3.4387218223419032 4.1808605417609215 5.9554326366633203 14.435465469956396 1.9320153221487997 10.780049867928026 1.0476741261081768 3.4947307799011469
leaf_count=791 13 64 20 27 599 17 28 81 649 42 68 62 46 370 45 37 133 52 63 323 8 119 42 28 92 101 11 43 24 36
internal_value=0.00020679 0.000392708 0.00030578 0.000340218 0.000522446 0.000410482 -0.00141734 -0.000183431 -4.23884e-05 -9.7211e-06 -0.000982361 0.00034657 6.58379e-05 0.000103553 0.000184648 -8.97993e-05 -0.00077735 -0.00125747 -0.000445941 0.000499196 0.000300557 7.13876e-05 0.00118811 0.000191311 0.000635329 0.000408647 -0.00090343 0.00136195 -0.00252684 -0.00110294
internal_weight=348.308 199.475 186.744 184.183 136.634 120.556 5.78164 47.5484 148.833 146.726 10.5767 5.82764 136.149 134.404 125.939 67.2566 24.3565 19.2168 11.7224 58.682 42.9001 36.3442 20.1196 7.61958 25.2816 22.3229 7.88745 16.0784 7.49437 8.46506
internal_count=4034 1670 1606 1586 714 644 45 872 2364 1715 143 75 1572 1526 1120 682 314 272 115 438 368 331 115 70 212 204 103 70 157 406
is_linear=0
shrinkage=0.00227998


Tree=386
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 2 3 2 2 4 1 0 4 0 3 2 4 4 2 2 3 1 4 4 0 0 2 3 0
split_gain=2.33789 3.84111 3.93879 2.23038 2.12899 1.88909 1.83645 3.05348 2.64454 2.25806 3.35499 1.71612 1.54973 1.59606 1.45753 1.399 1.75041 1.67131 1.38093 1.34322 2.15867 2.13127 1.30591 1.27403 2.83318 2.67921 2.44376 1.86164 4.8558 3.32056
threshold=66.590419433100024 90.297243227400017 89.953120586650016 0.20949500000000004 85.995710218650018 107.57327517365 -0.059424999999999999 0.083495000000000028 -0.016334999999999999 -0.08786999999999999 38.804080188450008 70.776348742200014 92.313586825200005 42.456897412850005 85.925810307250018 0.07907500000000002 -0.074999999999999997 40.00488309970001 37.627645350900004 -0.075639999999999999 -0.079634999999999997 0.086355000000000029 71.104340634100012 41.942745071500006 42.434124620650003 75.462331263550013 85.812895065800021 -0.086139999999999994 0.10507500000000002 85.705356740550016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 6 7 15 22 -9 -11 -12 13 -10 23 17 -17 18 -2 20 21 -13 -8 25 -25 -1 -26 29 -29 -27
right_child=5 -3 -4 -5 -6 -7 8 9 12 10 11 19 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 26 27 -28 28 -30 -31
leaf_value=-0.0028039616356839133 -0.001565862521575511 0.0019378957740688978 -0.0030816199370233646 0.0020332772430749092 0.00057163223664431512 -0.0027855913706515459 0.001954114394380336 0.00027330946190134254 -0.0029835968212823705 -0.0035151566442898534 -0.0021615085633525919 0.0012343073592296018 0.0001314486140839642 0.0011515393971274711 -0.0017092507446787913 -0.002970683455698577 0.0016890949457423056 -0.0020902456203315584 0.0018210304504443493 -0.0014791130455868945 0.0021184024444189527 -0.0025924301697723153 0.00052294235729604093 -0.0032381028144551215 0.00010687088083685631 0.00015366312549143163 -0.0034429538622576983 0.00050706829167109326 -0.0033090036751057526 0.0024554478100154839
leaf_weight=1.9215034806402389 1.4361709509976193 11.902295872569082 2.5019178092479697 5.9136428087949744 102.96583177521825 1.8446070440113533 9.0951632978394645 48.177892415318638 2.4289211765862997 2.9967618412338224 3.0257371366024008 2.228695514611899 40.055853011319414 0.98403685144148756 3.7584451492875806 5.3660137576516718 0.68166473461315025 3.2947061650920659 2.4339870258700103 2.8171245511621228 4.1468062847852698 2.1409118766896427 10.090937315952031 2.44429221027531 21.308470382355157 11.394617856480183 1.5616594664752472 15.401507820468398 2.9870065692812195 8.0062228143215162
leaf_count=224 29 64 20 39 551 649 38 445 40 62 37 14 378 33 29 191 7 247 25 39 18 34 78 61 417 113 20 89 22 21
internal_value=0.000233303 0.000430824 0.000331262 0.000379323 0.000322375 -3.15379e-05 4.38928e-06 -0.000274055 0.000354346 -3.18656e-05 -0.000878988 -0.000328823 -1.95192e-05 -0.00179134 -5.07517e-05 -0.00147531 -0.00244546 -0.000656429 0.000564194 0.000160452 0.0007028 -0.000640623 0.00120139 4.51092e-05 -0.000435101 0.000351228 -0.000135525 0.000511662 -0.00011281 0.00110355
internal_weight=335.313 192.067 180.165 177.663 171.75 143.246 141.401 78.7465 62.6549 65.5339 17.356 14.3593 43.4688 3.41296 68.7837 13.2125 6.04768 7.16486 3.87016 11.3335 8.51641 4.36961 19.1861 65.0253 25.3144 39.7109 22.8701 37.7894 18.3885 19.4008
internal_count=4034 1670 1606 1586 1547 2364 1715 1148 567 649 204 142 451 73 996 499 198 301 54 105 66 48 116 967 498 469 437 245 111 134
is_linear=0
shrinkage=0.00273913


Tree=387
num_leaves=31
num_cat=0
split_feature=1 0 4 4 1 2 4 2 0 3 3 4 3 3 3 3 0 3 3 2 3 1 0 3 3 0 4 1 1 0
split_gain=0.525104 0.400608 1.1338 0.909345 0.610193 0.589302 0.454898 1.07649 2.13913 2.17763 2.37359 2.06655 2.44242 1.93497 1.86264 1.59694 1.57094 1.22993 2.52445 1.58188 1.2411 1.09858 1.03038 1.59932 2.2216 1.45654 0.838475 0.833719 1.61621 1.37973
threshold=54.879495816850003 103.48144189910001 40.844669808050007 42.536568606950006 79.836452641800022 -0.086139999999999994 42.141702038450013 -0.10290999999999999 86.329079026800017 0.087555000000000022 0.088555000000000023 42.686561923500008 0.096515000000000031 0.084090000000000012 0.086520000000000027 0.085335000000000022 86.756543869550015 0.09551500000000003 0.085820000000000021 -0.23783499999999999 0.087125000000000022 58.613764160050003 88.098084476650016 0.088075000000000028 0.09450500000000002 95.620390325650007 42.779078631750004 62.55235532115001 67.300172379550006 71.332859575200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 -2 17 9 21 -11 -12 -13 16 15 -15 -10 18 19 -8 -20 -9 -16 25 -25 26 -24 29 -29 -21
right_child=1 2 3 -5 5 -7 7 8 13 10 11 12 -14 14 22 -17 -18 -19 20 27 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.029736492377964385 0.0016109419468870281 -0.029772337187300994 -0.039556016056323182 -0.030154492044820267 -0.0293664686216457 0.025884217289902096 -0.029963030939721396 0.0062281792738191483 0.031396643179792794 0.021351067380226584 -0.03508702097533474 -0.035517384000820197 0.012942520955625376 -0.005412732324538959 0.0069086137102507697 -0.040726497011994212 0.0044964562479656283 -0.012192539330651286 0.032119384368251222 0.0055326965991747031 0.0098813967203384822 -0.037230035602729729 0.011991914601551142 -0.03366703654124676 -0.0021996267393550564 0.022868241295526285 -0.034305510695550247 0.02721804621763679 -0.0040337672466008584 -0.02060458083489318
leaf_weight=0.47707621590234239 191.22912618622649 1.3608668538217892 0.16313594952225718 0.51243728600093152 0.18408148450544093 1.3837164131691677 1.4814367315848382 0.56829252280294795 2.2401897981762877 2.0936615853570384 2.472295839805156 1.2508529620245097 2.9154045321047306 2.2979240918066379 8.2138915346004087 2.0295914298621938 9.9071987690986116 3.5834857840090981 3.317583251744507 4.2556874025613087 5.8128918018192053 3.5329715046100318 0.56843706965446406 2.9688164652325195 5.1875321953557432 2.3894925937056541 0.78228316036984324 2.5354397892951965 3.0899562973063439 2.8300537215545774
leaf_count=125 1746 434 3 324 93 66 175 17 51 11 47 31 35 26 36 33 127 38 16 39 45 110 14 47 47 9 30 19 209 31
internal_value=0.000672302 0.000725803 -0.00888146 0.0037913 0.0138408 0.019397 0.000855223 -0.00103819 -0.00358036 -0.0137711 -0.00558139 -0.0140753 -0.0016068 -5.63713e-06 -0.00470939 -0.0219748 0.00945732 0.00363098 0.00606219 -0.00159305 0.0179616 -0.0312082 -0.000994098 -0.00645047 -0.0136534 0.0092571 -0.0148217 0.00171337 0.0100518 -0.00490656
internal_weight=271.636 271.159 3.60424 2.24337 1.73093 1.5678 267.554 76.3254 49.4188 12.8335 8.73221 6.63855 4.16626 36.5854 24.438 4.32752 12.1474 26.9065 23.323 14.1926 9.13048 4.10126 20.1105 11.8966 8.15635 3.74021 1.35072 12.7111 5.6254 7.08574
internal_count=4034 3909 920 486 162 159 2989 1243 671 251 124 113 66 420 242 59 178 572 534 473 61 127 183 147 94 53 44 298 228 70
is_linear=0
shrinkage=0.0290103


Tree=388
num_leaves=31
num_cat=0
split_feature=2 4 4 2 3 3 2 2 4 2 2 4 4 3 2 4 4 2 2 3 4 2 2 1 0 4 2 1 0 3
split_gain=0.381529 0.583907 0.943591 0.3896 1.55406 1.54044 1.45157 2.05329 1.95552 1.57397 0.996528 0.681113 1.09292 1.14976 1.98626 0.705079 2.10188 1.8087 2.23837 1.59909 3.656 3.76588 2.52623 3.46817 1.81401 1.50025 2.06962 3.3167 2.92963 2.36178
threshold=0.36215000000000008 38.625745710700009 38.334060527150008 0.20167500000000002 0.11278000000000003 -0.11223 0.22598000000000004 0.26336000000000009 38.334060527150008 0.26941000000000009 0.17076500000000003 32.051492741500006 34.654301448200009 0.094375000000000028 -0.11347 40.241071441700008 40.467253020850002 -0.058374999999999996 -0.053159999999999992 0.10220000000000003 36.491284729650012 -0.075639999999999999 -0.075639999999999999 70.123053416500014 96.531777631850005 39.792680591700012 -0.14429 78.285212300550015 91.73825678530001 0.088350000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 5 -5 -7 -8 -9 -10 11 -1 13 14 -13 17 -17 19 -19 22 -21 -22 25 -24 -25 26 27 -14 29 -28
right_child=1 -3 -4 4 -6 6 7 8 9 -11 -12 12 15 -15 -16 16 -18 18 -20 20 21 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.018067279347901762 -0.028137267441338484 -0.034245649457562921 0.027655259847836577 0.025559535349250356 0.022501824085344284 0.010730042921748584 -0.033648646100019816 0.020201343237800193 0.0070712408325568233 -0.032410195599310729 -0.012433694366598599 -0.032564280637560249 -0.022444152943394906 0.019590703455049409 0.013865572731287926 0.012751737918073209 0.00059621078890324949 0.018283579902019169 -7.8072234642206944e-05 0.005949643604474435 -0.044767241598639769 -0.003152080799979912 -0.050162002099330395 0.011533823248499454 -0.03112049925315076 0.010224758702907915 0.00081375528480646822 0.016802817279007433 -0.010417064084328824 0.028238956588215208
leaf_weight=1.3616992515453592 0.41213624324882292 0.55734581936849281 0.43815422616899014 1.5039318571798492 2.815013386309146 3.4594858022755925 1.9011010027024893 1.8440326210111377 1.2798374332487585 1.5816987445577977 4.1779495450900859 0.98311302124056998 6.60011586290784 4.280721093993634 1.8798417892830901 10.667191145359537 151.65487918900908 5.7056993953883675 25.170820089129847 3.8613504293025454 3.5377039085142314 2.6757247480563819 1.7381493821740139 1.9982069726102056 1.073956003092462 7.9944766822154625 5.1086584962904471 1.9555247613752724 6.7934691925183861 3.8637841828167439
leaf_count=135 67 38 4 17 14 26 50 14 7 37 48 38 146 44 36 82 2442 27 223 38 71 26 14 17 47 58 34 94 118 22
internal_value=0.000554664 -0.0131893 0.000612592 0.000626996 0.00486423 0.000572992 -0.00316012 -0.0104335 -0.00105432 -0.0147519 0.000386154 0.000601339 0.000704032 0.0109066 -0.00207802 0.000400855 0.00139503 -0.00166601 0.00331499 -0.00492432 -0.0142766 -0.0268463 -0.00238644 -0.0202823 -0.00337713 0.000277396 -0.00299229 -0.0134736 0.00269559 0.0126238
internal_weight=268.876 1.40764 0.85029 267.468 14.3851 11.5701 10.0662 6.60667 4.70557 2.86154 253.083 248.905 247.543 7.14368 2.86295 240.4 162.322 78.0776 30.8765 47.2011 10.0748 6.21343 37.1263 4.81031 3.07216 32.316 24.3216 8.55564 15.7659 8.97244
internal_count=4034 109 71 3925 165 151 134 108 58 44 3760 3712 3577 118 74 3459 2524 935 250 685 135 97 550 78 64 472 414 240 174 56
is_linear=0
shrinkage=0.0264688


Tree=389
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 0 1 3 4 3 3 2 1 4 4 4 4 2 0 0 3 4 2 3 1 1 3 4 0 3
split_gain=3.90725 4.71427 3.2431 3.34235 2.15093 2.26381 4.79567 2.80498 2.14408 4.79502 2.53754 2.09707 3.67339 3.29278 3.49892 4.62951 3.53028 3.0215 2.97714 4.43784 2.91497 5.76309 2.08952 5.54839 2.55529 2.93072 2.54453 2.3211 2.05097 2.0508
threshold=66.590419433100024 90.297243227400017 89.953120586650016 85.995710218650018 43.680097826700013 91.937202686950016 67.300172379550006 0.13377000000000003 41.243661560350013 0.087795000000000026 0.089920000000000014 -0.059424999999999999 81.479100559500012 39.952536079750011 35.050303764500008 38.244973486750006 39.184300550350009 -0.016334999999999999 101.10215645365001 98.142164052000012 0.09013000000000003 38.334060527150008 -0.59502499999999992 0.09062000000000002 69.999384342500022 70.776348742200014 0.083495000000000028 40.040005255000004 94.165934477050016 0.09013000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 11 10 -10 -5 13 17 14 -7 -16 -17 -13 19 20 -19 -22 -15 24 -24 -26 27 -27 -18 -11
right_child=4 -3 -4 8 -6 7 -8 -9 9 29 -12 12 -14 22 15 16 28 18 -20 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=1.408973652672323e-05 0.00016420299278962556 0.0013840059378672754 -0.0016691730686209569 0.00028332483282408541 -0.00068595080466713593 0.00075400627273703846 -0.0026347610469160516 -0.0021260472183257792 0.00076802641964121446 -0.0011688259767551386 0.0010930350799633073 0.0010736326419584009 -0.0014421901994877602 0.0011998711200222863 -0.0020310432264377537 0.00046376445323922846 0.00055600040577838774 0.00058633601396061567 0.001029421927908075 -0.0021965215132024522 0.00086050001778381787 -0.0022032622966837866 0.0022084118462025429 -0.00096514959603162032 -0.0022094131828201478 0.0022922569889032548 0.00084725495957974962 -0.0013904514456830259 -0.0019948079494227621 -6.089273805552983e-07
leaf_weight=74.632990439189598 5.4572208095341903 13.455018498003481 2.7206354811787596 20.786131680011749 14.500349784269927 5.1709635754814398 3.1145059848204255 1.8040800401940931 31.313651349395514 6.1185985989868668 31.59016115963459 19.065672654658556 3.3710249128052956 6.1958282716805035 7.5401594506111023 8.3192190171685052 1.3425117284059513 15.71280887164176 9.9655404617078585 2.9723313450813285 3.784264847636222 4.1915904711931944 2.7025085687637427 11.417903540655969 1.3563834875822092 0.66715283691883387 15.848895301576702 3.2791981186019257 4.2639486833941191 23.807160712778568
leaf_count=1020 42 64 20 107 691 97 50 58 185 38 122 82 241 45 211 75 5 82 65 40 15 46 6 150 30 2 123 123 85 114
internal_value=0.000191829 0.000354333 0.000281785 0.000309981 -2.66578e-05 4.28472e-05 -0.00085279 0.000102373 0.000504349 0.000275699 0.000771692 0.000133987 0.000382167 -8.12454e-05 -0.000575017 -0.000895169 -0.000280142 0.000492594 0.000190139 -0.000123574 0.000136528 -0.000749614 0.000235928 6.66032e-05 0.000560457 0.0003499 0.000525266 -0.000767869 -0.001384 -0.000239462
internal_weight=356.468 204.424 190.969 188.249 152.044 137.544 8.57173 128.972 113.616 61.2394 52.3763 127.168 59.0632 68.1047 26.6368 21.4658 13.9257 55.6922 36.6265 26.661 23.6887 7.97586 41.4679 35.272 23.8541 21.1516 19.7952 3.94635 5.60646 29.9258
internal_count=4034 1670 1606 1586 2364 1673 92 1581 566 337 229 1523 571 952 473 376 165 330 248 183 143 61 479 434 284 278 248 125 90 152
is_linear=0
shrinkage=0.00179978


Tree=390
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 3 3 3 3 2 4 0 1 3 4 3 2 4 3 1 3 0 2 1 3 4 2 1
split_gain=2.02369 2.79003 2.19781 1.79419 1.48036 2.37356 2.49057 1.96554 1.59448 1.582 1.39918 1.68522 1.29303 1.85657 1.75394 1.27917 2.15462 1.76202 2.09078 1.47319 1.51713 1.46784 4.21632 1.27301 1.25839 2.77382 1.20951 1.80252 2.1888 2.97946
threshold=70.171445662850019 94.625660817400004 85.732241321850012 107.57327517365 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.097015000000000032 0.098075000000000023 0.076615000000000016 -0.074999999999999997 39.110279783550006 94.165934477050016 71.104340634100012 0.09450500000000002 40.583589072600013 0.10335500000000002 -0.22403500000000001 35.050303764500008 0.09914000000000002 71.504920895500007 0.090390000000000012 102.31465107045001 -0.25236500000000001 78.285212300550015 0.10184000000000003 47.927946529500012 -0.14138499999999998 62.052302108850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 26 4 5 6 7 10 -6 23 -3 -12 -2 14 -14 21 19 18 -18 -17 -21 22 -9 -7 25 -23 27 28 -1 -30
right_child=1 3 -4 -5 8 9 -8 15 -10 -11 11 -13 13 -15 -16 16 17 -19 -20 20 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0021238234510475977 -0.0036781978736525186 -3.624023837892152e-05 0.00051809280705278089 -0.0028101523679223712 -0.0032358360232184668 0.00069968891972399516 -0.0034874632450524945 -0.0033695395739544816 -3.318074113961921e-05 -0.00066912012535083924 -0.003109568202630615 0.0016689302509771747 0.0023344594785022995 -0.0029921388308812866 -0.0028804678981492401 0.00085895161690128109 0.00075213846066285851 0.0016581567563678241 -0.0032991545292553547 -0.00066464494331108358 -0.0034233427731342066 -0.0026758060333107962 0.0018238592601718911 0.0021700622136891327 0.0010914910551917682 0.0018765722268771414 0.00064401683245450243 0.00069974137323043986 8.3684944313486151e-05 -0.0031280260508767428
leaf_weight=6.6879100577207273 2.061982868704944 3.4153801099164331 181.16968801710755 1.6821985792485055 2.093363768188282 23.387297204695646 1.7169280741363824 2.5215462353080538 2.7796710971742868 5.2518470943905404 3.7869383391225711 0.66672203689813603 1.5688100147526713 1.9479119000025091 0.72404442192055274 1.5621080603450561 2.4756224921438843 4.5413151259999722 1.6180491214618067 2.8357366174459457 3.3288307259790599 2.2501694695092729 2.2925546914339066 5.6073126258561379 18.808211668860171 1.8930729213170705 11.23480482213199 8.754444368183611 18.437531332252554 2.5222581727430216
leaf_count=369 44 117 1026 649 82 143 55 71 23 58 251 6 21 82 75 15 17 31 31 33 69 26 17 49 121 32 83 54 300 84
internal_value=0.000234655 -9.24965e-05 0.000378806 2.6565e-05 7.79685e-05 0.000160347 -0.000203188 -9.47409e-05 -0.00140898 0.000730526 -0.00137079 -0.00239422 -0.00187792 -0.00100257 0.000687674 0.000132812 -0.0004819 0.000469489 -0.00084916 -0.00154513 -0.00215433 0.000495049 -0.000896357 0.000984047 0.000786899 -0.000595796 -0.000150921 -0.000396263 -0.000743305 -0.000302806
internal_weight=329.624 100.818 228.807 94.5149 92.8327 87.9596 53.7132 51.9963 4.87303 34.2465 7.86904 4.45366 6.30275 4.24077 2.29285 44.1272 16.3617 8.63499 4.09367 7.72668 6.16457 27.7656 4.8141 28.9946 22.9515 4.14324 47.6369 36.4021 27.6477 20.9598
internal_count=4034 2118 1916 1896 1247 1142 892 837 105 250 374 257 222 178 96 463 196 79 48 117 102 267 88 192 179 58 890 807 753 384
is_linear=0
shrinkage=0.00277154


Tree=391
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 0 0 4 0 4 2 0 2 3 1 0 4 3 3 4 3 4 4 3 2 4 4 2 0 0
split_gain=2.38151 4.11344 3.00004 3.12611 1.81391 3.59508 2.94666 2.72104 1.91869 1.99875 4.3751 2.83204 1.76543 2.44949 2.82379 1.76105 1.60855 4.23486 2.42482 1.87141 2.0175 2.32869 2.08791 1.76604 1.72849 1.53415 3.13112 2.52796 1.55771 3.60687
threshold=66.590419433100024 90.297243227400017 89.953120586650016 85.995710218650018 41.942745071500006 85.812895065800021 75.462331263550013 42.434124620650003 85.791387400750025 42.719328117250008 -0.22932499999999997 67.469545241750026 -0.23349 1.0000000180025095e-35 55.887667615750004 107.57327517365 41.243661560350013 0.087795000000000026 0.092075000000000032 43.182896969600009 0.09914000000000002 42.198888176300009 41.872294782850005 0.10220000000000003 -0.073609999999999995 43.89540535710001 47.709122305950011 -0.16276499999999997 91.937202686950016 90.767723400200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 -6 9 -9 12 -12 13 14 -11 25 18 -18 -5 20 22 -22 -19 -20 -25 28 -27 -28 29 -2
right_child=15 -3 -4 16 5 -7 -8 8 -10 10 11 -13 -14 -15 -16 -17 17 19 23 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0027955080016251062 0.00038899709820749479 0.0019704898784381249 -0.0025951903433215646 0.00034022838316014173 -0.0031840505217818785 -0.0034187290392408121 0.00043463742520856457 0.0015723616012376198 0.0028808994483579243 -0.0033707429670799031 0.0031325008842299209 -0.0030445475807145419 0.0025037675338702753 0.001759350784821432 0.00031500304192299373 -0.0027614296174975216 0.0010698082429041226 -0.0027779610062130164 0.0022752853367192403 0.0012708242193572869 0.0013991631446717678 -0.0010936050546289213 -0.00056306730874951813 -0.00039784383192274905 0.0015621837273341139 -0.0029706403840128836 0.0015701714932610444 -0.001751760735902887 0.00016372143419022745 -0.0035606686318584639
leaf_weight=2.1978129555936894 4.4356424938887349 12.158924050629137 2.5541738271713248 21.458592116832733 2.1640148037113311 2.9774637632071963 44.558804107829928 3.8865817587357077 1.6049355119466771 2.5099036451429111 0.61047779582440043 5.5999112844001502 2.3286857753992178 3.3497947547584772 3.9960379265248775 1.7267308172304172 31.039767079055309 4.9532778859138551 13.330203935503961 4.3541502878069869 5.7562067434191686 5.3742807283997536 8.7013690471649152 4.9823461398482314 10.103633299469946 3.7968650595284981 3.8623204603791237 3.0332144951680675 119.61863064102363 2.7954566953703761
leaf_count=227 44 64 20 113 55 39 275 40 5 68 4 200 6 64 37 649 185 39 49 15 22 34 42 22 45 244 33 176 1166 52
internal_value=0.000245286 0.000435268 0.000336185 0.000376474 -4.91682e-05 -0.000583892 0.000282803 -0.00025988 5.03935e-06 -0.00020211 -0.000577032 -0.00243735 0.000371169 -0.000132716 -0.00110691 -2.82937e-05 0.000669576 0.000369847 0.00103123 -0.000375767 -0.000665033 0.000195547 -0.00136653 0.00155304 0.000914858 6.01859e-06 -0.000984632 0.000108917 8.95224e-05 -0.0011379
internal_weight=339.82 200.551 188.392 185.838 75.7844 29.0278 46.7566 26.0503 23.8863 22.2814 18.3948 6.21039 12.1844 9.85574 6.50594 139.269 110.054 60.1791 49.8748 29.1393 24.7851 11.1305 13.6546 28.4162 15.086 137.542 10.6924 6.89553 126.85 7.2311
internal_count=4034 1670 1606 1586 1020 518 502 479 424 419 379 204 175 169 105 2364 566 337 229 152 137 56 81 116 67 1715 453 209 1262 96
is_linear=0
shrinkage=0.00272331


Tree=392
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 3 2 2 4 2 1 4 1 0 3 3 3 4 4 2 3 2 0 3 4 0 2 2 2 1
split_gain=2.89496 2.19968 3.73248 2.50643 2.27426 1.98183 1.9571 2.82717 1.90153 2.26253 2.5519 1.88483 2.51242 2.11565 1.80525 1.77145 1.49113 1.49187 1.44396 1.85081 1.75944 1.54856 2.07802 1.51669 1.44369 2.3496 1.64987 1.6493 1.38903 1.97287
threshold=107.57327517365 70.171445662850019 94.773526014550015 85.667718326750006 61.982402197500001 -0.16320999999999999 0.22598000000000004 -0.048954999999999992 38.244973486750006 -0.116995 73.037342029850024 39.110279783550006 71.096275259700022 94.203572890950014 0.10608500000000003 0.097015000000000032 0.075810000000000016 39.337369931850013 35.171584490050009 0.18145000000000003 0.11243000000000002 -0.013805 67.04476885710001 0.096885000000000013 38.400997490450003 95.117648655250022 -0.068964999999999985 -0.054619999999999995 -0.076484999999999984 75.408562100950022
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 18 -6 7 8 9 10 -4 -3 13 -13 16 -8 17 -9 23 20 21 -20 -23 -1 -10 -26 28 -28 29 -27
right_child=-2 2 6 -5 5 -7 15 14 24 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00083782605481226937 -0.0024735334635308751 -0.0031903024203904042 0.0019766207416607065 0.00050160460149534865 0.00080670893166465358 -0.0022301496104456392 -0.002853258016418296 0.00097721145274424484 0.0020963173042626718 -0.0027813761218188522 -0.0016545075704605251 0.0021737136969481184 -0.0025584659846172165 -0.0011399170699685221 -0.00073305057272569755 -4.6809665023989096e-05 0.001184358144532219 -0.0020079271195612381 4.1125990792811988e-05 0.0015257836609554895 -0.0031153515111498851 0.0026689849161839279 -0.0028765776943337176 0.0024777030242592599 -0.0026795550733831751 -0.00075984131474401766 -0.0033473970015270135 0.00014505509808441106 0.0015819954378420613 0.00042300750242016237
leaf_weight=1.1624088631942862 2.3072485725278957 2.6509284600615484 1.9523046948015688 196.70228846790269 1.701883692294359 4.9908938850276163 2.4158923660870633 2.1190460370853574 1.9568080790340889 3.2666708119213572 2.7575548007152975 2.0222966603469104 2.9589508941862732 2.6021680328994989 4.1979454681277266 2.9506020089611411 25.649880147306249 1.8536757517140356 21.880436333827681 3.6707576978951684 1.2632154319435347 0.48476231377572121 2.2573260625358671 2.7252024263143539 1.9030090996529896 11.974273966625324 1.6050753244198861 1.5893477275967658 3.9076121356338254 27.345677787903696
leaf_count=67 649 49 7 1081 23 250 82 15 7 88 79 21 190 49 43 23 145 33 290 21 18 4 144 18 74 134 35 9 15 371
internal_value=0.00023957 0.000257739 -3.0249e-05 0.000388674 -0.000164772 -0.00145792 0.000116381 0.000199525 -0.000124926 -0.00122726 -0.000149353 -0.00142637 -0.000809759 0.000309147 0.000758416 -0.00131022 0.000969778 -0.000415657 9.40097e-05 -8.91267e-05 -0.000318131 -0.000174624 -0.0018962 0.00148635 4.99444e-05 -3.29187e-05 7.55767e-05 -0.00160977 0.00020012 6.27895e-05
internal_weight=346.826 344.519 107.68 236.839 40.1369 6.69278 97.4454 92.0789 58.2583 7.97653 4.70986 10.2343 7.58342 4.62446 33.8205 5.36649 29.6226 3.97272 33.4441 29.5565 25.8857 24.6225 2.74209 3.88761 50.2818 48.325 46.422 3.19442 43.2276 39.32
internal_count=4034 3385 1469 1916 835 273 1160 1055 819 174 86 309 260 70 236 105 193 48 562 477 456 438 148 85 645 638 564 44 520 505
is_linear=0
shrinkage=0.0024302


Tree=393
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 0 0 0 4 4 1 4 1 4 1 1 2 3 0 3 1 2 3 2 2 1 1 2 4 3
split_gain=3.27792 5.07087 3.48813 2.64182 2.61346 4.23303 3.33718 2.82624 4.06988 4.16465 2.47106 5.36357 3.47354 2.32985 2.09195 3.44386 2.42637 5.08605 1.88996 1.84452 1.8206 1.82011 3.30762 3.00566 2.73184 4.31103 2.01592 2.16499 1.79592 1.77362
threshold=66.590419433100024 90.297243227400017 85.667718326750006 61.923256118600001 41.942745071500006 86.20003303655001 85.812895065800021 86.83719761350001 43.272784938550004 42.779078631750004 64.407391431150018 36.79544512155001 62.154463517850012 43.182896969600009 62.052302108850007 61.987779113750001 -0.085584999999999994 0.10010000000000002 89.582113364650013 0.088435000000000027 61.901748453550006 -0.061874999999999999 0.083495000000000028 -0.016334999999999999 -0.08786999999999999 70.776348742200014 75.077881750900005 -0.016679999999999997 44.756878345700009 0.09914000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 -6 13 9 -9 12 -12 14 19 15 20 -16 -18 -13 -7 -4 22 -2 26 -24 -26 -23 -28 -5 -27
right_child=21 -3 4 28 5 7 -8 8 -10 -11 11 18 -14 -15 16 -17 17 -19 -20 -21 -22 23 24 -25 25 29 27 -29 -30 -31
leaf_value=5.3878608409071612e-05 -0.0012210774951515028 0.0017000515547796905 0.0010628806467965638 -0.0016910381197900383 0.00012642964137014981 0.0021107206255047894 -0.0020166644651016096 8.9617527475057901e-05 0.0016232157081272603 -0.0025437611711064166 0.0011511813508191782 -0.00046108924419977659 0.0015211044406300504 -0.00044940560560363001 0.0007056775233182166 0.0013459047574638937 -0.0027192593064319791 0.00079590184989400674 -0.0028155116049997674 0.00055232752606736136 -0.00019514334256625984 0.0014518152273306011 0.00022762448802510259 -7.8782904298436838e-05 -0.0029222173806516859 0.0003014274156213262 -0.00057586023386348086 0.0023187355035784413 0.0009278095279812435 -0.0016936119121467117
leaf_weight=33.351843671407551 13.843492524523752 13.691885545849798 8.0603688061237353 7.7831951272673887 6.8756219893693906 8.5182390436530131 7.0853871628642082 8.4815893694758433 4.4628797434270373 4.3701914995908728 6.8487280011177045 3.3193570226430893 23.846781216561794 3.9512885883450499 7.9712018892168999 24.82856572419405 4.0590156912803632 3.8533403053879738 3.2313042506575584 6.378836788237094 17.560558386147022 13.197210361715408 46.536120994598605 43.375016524514649 3.6400884147733441 8.7296206045430136 5.9358017642516652 1.5689064562320689 1.4999083769507704 2.8350270083174101
leaf_count=521 729 64 29 255 56 66 69 39 17 30 27 21 113 17 26 90 31 14 21 28 80 66 538 652 54 124 133 10 56 58
internal_value=0.000237592 0.000410608 0.000320687 -0.000233918 0.000474526 6.37444e-05 -0.000961217 0.000459439 -0.000179756 -0.000805851 0.000673311 -0.000204798 0.000803785 0.00104662 0.000545908 0.000764275 -0.000147671 -0.00100737 -0.00162248 0.00144343 0.000200632 -2.25979e-05 -0.000252942 0.000249113 -3.5867e-05 -0.000842318 0.000936126 2.92732e-05 -0.0012679 -0.000187648
internal_weight=349.691 210.03 196.338 42.6349 153.703 50.124 13.961 36.163 17.3147 12.8518 103.579 13.3994 90.1798 18.8484 66.3331 50.4495 15.8836 7.91236 6.55066 14.8971 25.6209 139.661 75.5843 64.0769 61.7409 15.2047 20.7019 7.50471 9.2831 11.5646
internal_count=4034 1670 1606 832 774 322 125 197 86 69 452 69 383 111 270 199 71 45 42 94 109 2364 1503 861 774 236 209 143 311 182
is_linear=0
shrinkage=0.00219145


Tree=394
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 4 0 2 0 2 0 4 4 1 1 4 1 0 0 4 4 4 1 1 4 1 0 4 4 2
split_gain=2.47504 2.31069 2.12787 2.08702 2.40991 2.09201 3.42226 3.09052 3.15211 2.88265 2.96521 4.51387 3.68376 2.27323 2.71864 5.45368 1.70289 1.61093 2.62482 1.88755 1.48629 1.54365 1.45352 3.4537 2.33079 2.05065 2.06394 1.81829 1.41141 2.32184
threshold=103.48144189910001 85.667718326750006 61.87486387225001 66.590419433100024 90.407470010750018 42.198888176300009 86.20003303655001 -0.097294999999999993 85.764502819450016 -0.072524999999999992 86.83719761350001 43.157831852650006 43.218894539100006 61.987779113750001 64.407391431150018 38.244973486750006 61.901748453550006 87.009258933850006 86.420486603250012 40.206947806850003 40.844669808050007 42.536568606950006 60.613977009100005 58.167480110400007 38.064633603500006 57.041016153700006 71.332859575200004 44.952171034750002 43.680097826700013 -0.16276499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 13 7 -7 -9 10 12 -12 -8 16 17 -16 -3 18 19 -15 -2 -22 23 25 -24 26 27 -1 -5 -30
right_child=20 3 -4 28 -6 6 9 8 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0026255443633386804 -0.0026545039836599611 0.00097902047634980892 -0.001275828747002061 0.0001946496451126924 0.0018009180435318692 0.00037115498727643926 0.0024207700974028358 -0.00010762131165211845 -0.0033752090258592983 -0.00087932643876432212 -0.0018136959478635185 0.0019049102864867828 -0.00077636648617411715 7.5821957884914242e-05 0.00084586399244304276 -0.0026156986200496606 -0.00046911401980350082 0.0016996659166056466 -8.8902065166654391e-05 0.0015768836659229288 0.00085168855059790231 -0.0026568706406044289 0.0021359096837839744 -0.0025798182830670323 -0.00024972777055585246 0.001303782194082689 -0.0022047538893139079 0.00066436797445181852 0.00053126640087482592 -0.0015854849835743613
leaf_weight=1.2858055601827851 2.9555768470745525 7.6340016499161747 10.726162747014312 122.00296213408001 9.2401555217802507 5.6993004567921153 10.320417299866678 3.1683550514280778 4.8401994146406651 7.5593751743435886 4.9349295720458013 3.7083642110228539 3.0220674127340308 7.0187231823802021 10.512003842741249 4.1050018966197959 16.987237107008696 19.590193219482899 14.039935328066347 24.061626985669136 2.6032720041694124 1.1829746824223546 4.7309631449170393 3.7235314075369379 6.0576872890815139 6.1769181592389932 3.3338204179890445 7.1430177437141538 5.9332352466881275 7.7534050813410413
leaf_count=136 434 30 341 1012 55 32 72 27 60 41 32 14 13 30 45 33 86 109 67 92 162 324 33 96 37 46 105 48 106 316
internal_value=0.000226791 0.00025751 -0.000292415 0.000338791 0.00053927 0.000460073 -1.06059e-05 -0.00106234 -0.00208248 0.000477358 0.000943827 -0.000218246 0.00169662 0.000655923 0.000865746 -0.000126272 -2.01089e-05 0.00108983 0.000825048 0.00123791 -0.00130105 -0.000244525 3.26287e-05 -0.000347747 0.000796405 0.000115541 -0.00050844 0.000162496 0.000107651 -0.000667861
internal_weight=342.051 335.309 43.1779 292.131 156.442 147.202 43.253 13.7079 8.00855 29.5452 21.9858 8.64329 13.3425 103.949 79.3275 14.617 24.6212 64.7105 45.1203 31.0804 6.74182 3.78625 32.4517 21.6631 10.7887 17.9396 11.7626 8.42882 135.69 13.6866
internal_count=4034 3114 842 2272 838 783 291 119 87 172 131 46 85 492 376 78 116 298 189 122 920 486 501 431 70 335 289 184 1434 422
is_linear=0
shrinkage=0.00254682


Tree=395
num_leaves=31
num_cat=0
split_feature=1 0 1 4 0 4 3 0 4 1 4 1 1 1 0 3 1 2 4 3 3 2 3 3 4 4 3 1 2 4
split_gain=0.453739 1.96147 1.78811 0.767747 1.88297 2.25518 1.32548 1.31163 2.05989 1.28967 2.48451 1.93461 2.82149 1.7098 2.07857 1.55281 1.87777 3.72518 1.33249 1.22121 3.69345 1.88416 1.50081 1.94262 1.14508 2.43099 1.71467 1.75257 1.0277 0.971866
threshold=64.407391431150018 88.606203063300015 62.837331883000012 41.975471476700008 86.329079026800017 42.434124620650003 0.083495000000000028 85.812895065800021 42.753078181500008 61.987779113750001 40.241071441700008 62.084563606450011 63.353515844050008 61.966271448700006 85.812895065800021 0.096665000000000015 62.052302108850007 -0.076709999999999987 41.535369675400013 0.11082500000000002 0.10371000000000001 -0.13734499999999997 0.093325000000000033 0.087125000000000022 42.719328117250008 43.572676689450006 0.091645000000000018 57.576019321700009 -0.078649999999999984 35.782584506850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 5 -5 28 24 -9 13 11 -11 -13 19 -15 16 -12 18 -18 20 21 29 23 -23 -7 -26 27 -27 -6 -1
right_child=-2 2 -4 4 6 7 -8 8 -10 10 15 12 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0046772429219506511 -0.00029139189233183733 -0.0026516973868596833 0.023233016490840835 -0.03084025742806874 0.0029124217882280624 0.014200288276816056 0.00063093062860595508 -0.036477732897786531 -0.0040696167619833894 0.0045799943436623143 0.013719449662485245 -0.041066806582930861 -0.0017656968556005455 0.0011837748509922305 -0.037022504904201323 0.016132943571559779 -0.0037123026884489452 -0.025219760698462497 0.015172069142410394 0.010413850779966718 -0.03440933991370318 0.0056194469361753952 0.012178451791151856 -0.017237771956818203 -0.029787373868168168 0.0021464462921575774 0.025504747958050026 -0.030115542301817275 0.028254976137347544 -0.031080702775551167
leaf_weight=0.76378344907425288 135.93764245105558 2.853774242103098 5.4563704840838909 2.4470831402577486 2.0544678047299385 3.220139246433976 16.846995238214731 1.9926118589937676 4.4574271086603403 6.5644647052977216 9.693293764721604 2.0770859392359853 3.3528998421970755 2.0372575386427334 1.9632075428962705 13.044574856758116 4.9004250541329331 3.4797394461929825 5.6458800099790096 7.2043363433331242 2.2429742217063895 7.4573894494678914 8.7679743608459813 4.0168431201018393 2.0641347279306492 7.1512592557119188 1.7634217757731665 1.4163753343746064 2.4793421477079418 1.7712810705415902
leaf_count=64 2591 17 56 66 8 39 91 25 36 34 49 20 36 61 14 57 22 35 33 42 16 89 47 35 123 124 10 47 52 95
internal_value=0.000797466 0.00186091 0.014344 0.00106828 -0.00169341 -0.00670608 0.00405347 -0.00402956 -0.0140815 0.00255966 0.00537322 -0.00509855 -0.0167992 -0.00122734 -0.0175658 0.0087897 0.00475124 -0.00144662 0.00639729 0.000800963 -0.00196697 0.00122776 0.00392474 -0.0023823 0.000122461 -0.00353481 0.00171043 -0.00318701 0.0167712 -0.0203073
internal_weight=275.124 139.187 8.31014 130.877 45.8933 24.5125 21.3808 22.0654 6.45004 84.9834 48.7584 11.9945 5.42999 36.225 4.00047 36.7639 23.7193 14.026 10.5463 32.2246 25.0202 22.7773 20.2422 11.4742 15.6153 12.3952 10.3311 8.56763 4.53381 2.53506
internal_count=4034 1443 73 1370 621 470 151 404 61 749 286 90 56 463 75 196 139 90 55 388 346 330 171 124 343 304 181 171 60 159
is_linear=0
shrinkage=0.0264974


Tree=396
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 0 4 0 0 4 1 1 2 0 4 2 0 2 2 4 0 4 0 4 1 2 4 2 4 2
split_gain=2.4148 4.23195 2.77448 2.85459 6.81269 2.11386 2.00252 3.73048 3.44712 2.86801 2.06753 4.18952 2.76013 2.00348 2.14988 4.40265 2.22095 1.88522 3.40456 2.17847 1.85402 2.10725 1.79644 3.23731 2.52002 2.15724 1.74932 1.59169 2.56783 2.55088
threshold=66.590419433100024 85.995710218650018 90.297243227400017 64.407391431150018 38.625745710700009 107.57327517365 41.942745071500006 75.462331263550013 85.812895065800021 42.434124620650003 58.167480110400007 60.613977009100005 0.18145000000000003 85.791387400750025 42.719328117250008 -0.22932499999999997 68.948197213500023 -0.59502499999999992 -0.54526999999999992 43.680097826700013 88.606203063300015 41.975471476700008 85.121961326250016 38.400997490450003 61.622148808000013 -0.053159999999999992 39.256147742250008 -0.16276499999999997 47.927946529500012 0.04932000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 20 -5 17 7 -1 9 -8 -9 -12 22 14 -11 -16 -17 26 -19 -20 -3 -22 23 24 -13 -24 -2 28 -21 -29
right_child=5 2 -4 4 -6 -7 8 10 -10 13 11 12 -14 -15 15 16 -18 18 19 27 21 -23 25 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0022174768549087153 -0.00067137303258816606 0.0005153778381785316 0.0015447631841795566 0.00054174823007575781 -0.0026549303002399993 -0.0021873631035052984 -0.0025524787336371202 0.0016795373315521634 -0.0026805191123807281 0.0011982809033921804 -0.0022725943164855294 0.0019126544189935737 0.0019764290213372458 0.0022033392793115144 0.00023325251107552276 0.0017378878564374622 -0.0024047807828922641 -0.0016895101712230134 0.00010824122724627895 -0.0023393255094335467 0.0023149999843976969 0.00033270173390867084 0.00073561378090292358 -0.0028939449885680341 -0.0014085729399629934 -0.00072951742686505128 0.0013236226959694023 -0.0024039801232485477 0.0014550386141912485 4.1452857884308472e-06
leaf_weight=2.7331184172071508 2.647253012051805 90.214270018041134 12.611749224364756 10.490485228598116 4.3549007140099993 2.0375659108976825 2.2681264176499161 4.9387290999293318 2.9653986804187289 4.1791110734921011 2.9194786641746751 2.1519483411684623 4.5092020425945512 1.7274286076426495 12.509422512026516 0.66797398636116412 5.6512059802189469 5.6351450625807038 115.29447243758477 1.187856285599991 5.8996962606906873 4.2647642642259598 21.949203342199326 2.2761494591832161 2.0679401662200689 5.8819056302309063 8.6848387008067203 4.7648950554430467 2.6824397798627615 3.5381642999127507
leaf_count=227 33 453 64 44 36 649 55 21 39 40 42 17 19 5 175 12 192 85 1069 68 34 19 81 31 35 29 54 318 21 67
internal_value=0.000196848 0.000346094 0.000588055 0.00048334 -0.000395999 -1.43067e-05 -4.34879e-05 0.000222197 -0.000481686 -0.000240218 0.000364996 0.000209517 0.000396107 -2.8192e-05 -0.000195736 -0.000505146 -0.00196688 1.63489e-05 -5.52715e-05 1.69756e-05 0.000613388 0.00148328 0.000188516 -0.000828807 0.0002851 0.000425969 0.000857578 -0.000847406 0.000290487 -0.00137781
internal_weight=353.705 207.232 127.836 115.224 14.8454 146.473 79.3963 49.4277 29.9687 27.0033 46.6946 41.7558 38.8363 24.7351 23.0077 18.8286 6.31918 144.435 133.103 127.468 100.379 10.1645 34.3271 6.49604 4.21989 27.8311 11.3321 12.1734 3.8703 8.30306
internal_count=4034 1670 650 586 80 2364 1020 502 518 479 275 254 212 424 419 379 204 1715 1628 1543 506 53 193 83 52 110 87 474 89 385
is_linear=0
shrinkage=0.00214848


Tree=397
num_leaves=31
num_cat=0
split_feature=0 4 4 2 4 0 2 2 2 0 0 1 1 0 4 3 1 1 4 4 4 4 1 4 4 3 1 0 3 4
split_gain=0.449381 1.06495 0.880508 0.546187 0.466919 1.05123 1.0469 2.01385 1.71556 1.92348 1.52309 1.45038 1.02395 1.94333 1.76539 1.74975 1.02073 2.14029 2.32449 1.82349 1.66623 1.58965 1.38743 1.52533 1.49325 3.12481 1.37415 1.69883 1.50613 1.33062
threshold=103.48144189910001 40.844669808050007 42.536568606950006 -0.086139999999999994 42.141702038450013 75.994645973400011 -0.075639999999999999 -0.078649999999999984 -0.06828999999999999 86.756543869550015 85.683849075550015 62.213609596700003 58.167480110400007 85.121961326250016 39.110279783550006 0.093325000000000033 64.407391431150018 62.154463517850012 39.458743938000005 41.975471476700008 39.792680591700012 41.806790701050012 65.29995953045001 41.218101594450012 41.092444989200011 0.12201500000000003 70.776348742200014 90.767723400200012 0.091470000000000024 36.79544512155001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 7 -6 -8 10 -10 -11 -7 14 15 -14 17 18 -15 22 -19 -22 -18 24 25 -24 27 -25 -28 -27
right_child=1 2 -4 -5 6 12 8 -9 9 11 -12 -13 13 16 -16 -17 19 20 -20 -21 21 -23 23 26 -26 29 28 -29 -30 -31
leaf_value=-0.026087011715349193 -0.032981766035626671 -0.032643824899985914 -0.033343485282615604 0.02095243533080161 -0.00029962035560480706 0.019387407288180995 -0.046015024126173872 0.025661388318258642 -0.0023263503197060061 0.027572893555251235 -0.039593940123628886 -0.0031517353141442689 -0.036881616304944624 0.020384043037578816 -0.038467622289494713 0.0063444214859002821 -0.023247817755695021 -0.0015574547057705377 0.00016850661860269125 0.023580702347320889 0.028224689726923866 0.0043404375544093786 0.0019233511892354626 -0.0060195311210585554 0.024912605585141984 -0.010022897078167907 0.010227766438348952 -0.052186776303935846 -0.021093814799942098 -0.055236423542040267
leaf_weight=1.3764265100471664 1.3480181753402569 0.22587145847501222 0.52784716564929102 1.527630936005153 53.219946616911329 3.4924617335200301 1.1200879849493528 3.2830922268331042 2.0294923854526159 1.8179285675287236 2.5747353844344616 12.684837888984474 1.2803641615901131 6.5940941683948031 2.2012794059701264 3.9870362097863108 2.6912710890173903 4.6952760741114643 54.858639124780893 3.3751323707401744 9.1741637848317605 4.2060748450458041 80.114805514342152 1.674773290753363 2.7406456880271426 1.3093728073872619 3.6907561044208705 1.625432154163718 2.7898134216666222 1.3873930841218678
leaf_count=240 434 95 324 67 886 22 13 65 136 6 41 181 44 37 62 33 22 37 289 24 75 20 695 12 19 14 24 39 43 35
internal_value=0.000932582 -0.010312 0.00308327 0.0140486 0.00108373 0.00192668 -0.00103945 0.00120884 -0.00731988 -0.0050515 -0.0231668 0.000699611 0.00212762 0.00180766 -0.0142735 -0.00416267 0.0024715 0.00519991 0.0023377 0.00033158 0.0149308 0.0207167 -0.000468925 0.000174128 0.00155001 0.000776831 -0.0118607 -0.028758 -0.00325583 -0.0332837
internal_weight=273.625 3.62937 2.28135 1.7535 269.995 193.265 76.7301 56.503 20.2271 19.107 4.60423 14.5028 191.889 188.396 7.46868 5.2674 180.928 79.5282 61.4527 101.399 18.0755 13.3802 98.0243 95.333 85.5522 82.8116 9.78077 3.30021 6.48057 2.69677
internal_count=4034 920 486 162 3114 1786 1328 951 377 364 177 187 1546 1524 139 77 1385 458 326 927 132 95 903 881 763 744 118 51 67 49
is_linear=0
shrinkage=0.03217


Tree=398
num_leaves=31
num_cat=0
split_feature=1 0 0 3 1 1 1 3 1 1 0 3 4 4 0 4 3 2 2 1 1 0 1 4 3 3 2 2 0 4
split_gain=2.9116 2.9744 2.87221 2.84314 2.64179 2.80811 2.47421 2.41569 2.13732 1.93723 2.35211 1.87203 2.42748 2.28124 2.26293 1.81453 1.71467 1.72653 1.64838 1.75779 2.73633 3.13977 2.55291 1.61965 2.2067 3.25924 1.84659 1.6033 3.21632 1.56127
threshold=70.171445662850019 85.667718326750006 96.163458868000006 -0.10747999999999999 71.096275259700022 70.776348742200014 61.87486387225001 0.08376500000000002 83.740093847200015 72.187789260650007 94.940210418650011 0.10065000000000003 42.522337019050006 41.827117825850003 100.15850764985002 35.171584490050009 0.087245000000000031 0.066710000000000019 0.18145000000000003 58.167480110400007 57.041016153700006 71.332859575200004 61.45546440395001 41.243661560350013 0.087715000000000029 0.08481000000000001 -0.10423499999999999 -0.58994000000000002 98.674478761850011 38.244973486750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 29 15 9 11 10 -6 12 13 23 16 -1 17 -14 19 20 21 -17 -21 24 25 -5 -26 -13 -29 -2
right_child=2 -3 3 8 7 -7 -8 -9 -10 -11 -12 27 14 -15 -16 18 -18 -19 -20 22 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0016876687092825871 -0.0033836712151388147 0.00049452714315738257 -0.0026552555742343567 0.00035351379734539843 -0.0026097619512379642 0.0016306094521393048 -0.0012281889925261559 -0.0027452701288119643 -0.001749165565270807 -0.0026480953968587937 0.0016484572453075344 0.0011514387110185082 -0.0021430200823946118 0.0016227350488594769 -0.0018740340128616919 0.0002529147489736449 0.0013420355306860356 0.0011043731858003632 0.0014552865255997927 -0.0029623966327533878 0.0014812274403690285 -0.0027185649821855631 -0.00015153755436665388 -0.0010975702063315874 -0.00012973446891991511 -0.0025780359538982839 0.0013352243330880308 -0.003073188354578895 -0.00019534845228066683 -0.00040602281161117282
leaf_weight=3.7623955032322582 1.2278591985814289 197.60619425959885 2.1077431287849313 10.407000727485864 1.0385499494150265 3.8125348016619682 10.37257116101682 5.9012712126132101 3.2253696355037382 1.6930834655649958 2.6539714448153973 2.6655318364500991 2.4237284264527248 10.808435792103408 4.5946002076379955 7.029056626139214 4.0237311646342278 1.54118618927896 3.4549906253814688 3.0485915215685955 5.6355137769132844 2.8865096159279346 4.7662702724337578 3.8392972834408274 6.7287798365577975 2.761399967595934 18.743388453498493 2.9658823627978554 9.0651239114813489 5.7982951262965798
leaf_count=82 21 1081 191 81 62 19 334 165 666 112 16 16 44 46 165 170 16 6 21 67 33 101 27 29 64 49 110 38 104 98
internal_value=0.000224631 0.000372584 -0.000102102 9.64114e-05 -0.000872818 -2.6955e-05 -0.000215772 -0.00168509 0.000165627 -0.000523406 0.0004508 0.000242281 0.000414998 0.000638771 -0.000532653 0.000127597 0.000238831 -0.000880739 -9.12474e-05 -0.000319925 0.000146489 -0.000612109 -0.00124806 0.000388415 0.000536061 -0.000261229 0.000948238 -0.000531852 -0.000904793 -0.000926383
internal_weight=346.589 238.562 108.027 85.9012 22.1256 10.8387 40.9559 11.2869 83.7935 5.3856 3.69252 80.5681 65.8715 53.2883 12.5832 30.5833 7.98865 3.96491 26.8209 23.3659 15.5511 9.91557 7.81486 42.4799 38.6406 13.1684 25.4722 14.6965 12.031 7.02615
internal_count=4034 1916 2118 1625 493 138 835 355 1434 190 78 768 610 379 231 501 66 50 419 398 304 271 94 333 304 130 174 158 142 119
is_linear=0
shrinkage=0.00239883


Tree=399
num_leaves=31
num_cat=0
split_feature=0 2 4 0 0 1 1 2 0 3 2 0 2 1 2 1 1 1 3 1 1 1 1 1 1 1 3 0 4 2
split_gain=0.419695 1.11717 1.2541 0.714159 0.440185 1.09294 2.47367 1.20206 2.53728 1.0683 1.6653 1.48146 1.21145 0.968054 0.755279 0.722311 1.66857 2.35947 2.38629 0.876147 1.67908 1.30265 0.888396 1.04483 1.40298 1.94534 1.38314 2.11338 1.0939 0.918828
threshold=102.70985441565001 -0.086139999999999994 40.00488309970001 102.31465107045001 98.142164052000012 75.806453904250006 72.752365468100024 -0.083424999999999985 101.10215645365001 0.087475000000000011 -0.094519999999999993 101.55650587770002 -0.59502499999999992 71.104340634100012 -0.028049999999999999 75.408562100950022 75.634392583900009 76.279622535200005 0.082535000000000011 72.378669787950017 74.739136026450012 73.037342029850024 72.289950669650025 71.096275259700022 70.776348742200014 70.389210771400016 0.085035000000000013 96.163458868000006 43.631818398850008 0.20949500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 15 6 13 9 14 11 12 -7 -11 -6 -9 19 -17 -18 -19 22 21 -21 23 24 25 29 28 -28 -25 -1
right_child=1 2 -4 -5 5 7 -8 8 -10 10 -12 -13 -14 -15 -16 16 17 18 -20 20 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0010023633524329446 -0.029278072124366127 -0.029222889883351453 0.0084921214054065174 0.013319512889293703 -0.010787635019235136 -0.025275024361371828 -0.032965485371464813 -0.010931689523945767 0.0028628089967035974 0.015895293186536815 0.028814123843052462 0.015934732735556789 -0.01131743454139017 0.025748445985794066 -0.037054191567881624 0.021769606657494004 -0.025834479797720598 -0.032298447027967761 0.018445412123624105 -0.0051252641603751897 0.0012614746726639658 -0.039100269031847802 0.015445101852175139 -0.0048077451269982665 0.018127860529922043 -0.023627528712315982 -0.031304009128298595 0.00088835339231084173 0.025431580274841072 0.010478661504222591
leaf_weight=183.736234631564 1.362331759126391 0.90785603271797199 3.2862105419335421 3.7173896627500644 1.2118616299703746 1.6950021632947074 2.7201392380520701 1.5547626472543927 7.6123623158782721 2.6387783335521817 2.9899627454578859 1.2035928999539462 2.6407480270136148 1.1313003513496367 2.0980291845044086 4.4448950849473459 2.0873860032297671 0.90083811769727606 4.3985166912898421 1.7539103268645688 6.5847250769147649 1.8934362814761696 3.4778171181678763 3.0917563810944539 3.9849415794014922 2.5330083727603769 3.4169077054830268 3.1732966676354408 1.4032316366210578 8.6435999197419715
leaf_count=1869 519 211 247 30 26 34 66 36 82 19 10 61 37 17 37 20 18 75 49 21 44 63 14 35 25 85 126 17 55 86
internal_value=0.000795748 -0.0069307 0.000328255 0.000956696 0.000781967 -0.00261889 -0.0145389 7.15149e-05 -0.00647521 0.00667514 0.0118763 -0.00816337 0.00228385 0.00685232 -0.0259355 0.001179 0.00801866 -0.00025583 0.00981946 0.000817238 -0.0073022 -0.0227626 0.00120644 0.000970611 0.00144362 0.00110252 -0.0075165 -0.0158028 0.00463228 0.00142813
internal_weight=272.295 5.5564 4.19407 266.738 263.021 27.4965 5.0633 22.4332 11.2652 11.1681 8.26949 2.8986 5.27953 2.34316 3.65279 235.525 11.8316 7.38674 5.29935 223.693 10.2321 3.64735 213.461 209.983 198.898 194.913 11.0852 6.5902 4.49499 192.38
internal_count=4034 977 458 3057 3027 425 109 316 155 161 66 95 56 43 73 2602 162 142 124 2440 128 84 2312 2298 2065 2040 233 143 90 1955
is_linear=0
shrinkage=0.0284045


Tree=400
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 1 0 0 1 0 3 4 0 4 0 0 3 1 1 0 0 1 1 1 3 0 2 2 1 0
split_gain=3.77825 4.20527 4.13863 2.52583 2.34166 2.1297 2.51442 2.48441 2.07771 2.33865 1.96032 1.93486 1.89466 1.84732 2.33331 6.02184 3.95994 2.61374 3.76644 1.97697 3.40276 1.83111 2.50956 3.24037 2.12638 1.97179 1.82799 2.46103 2.73005 2.63077
threshold=70.206395618550019 85.995710218650018 96.163458868000006 -0.10747999999999999 97.878695155250014 64.407391431150018 89.415428960600011 88.606203063300015 78.10777406390001 107.57327517365 0.41214500000000009 48.86568841230001 85.925810307250018 36.620308449100001 93.692765846100016 92.805574663100018 0.09117500000000002 66.351146659450009 66.590419433100024 92.313586825200005 91.394134144600017 71.658163008950012 70.727956495850009 71.096275259700022 0.085035000000000013 94.940210418650011 -0.59681499999999998 -0.092710000000000001 81.479100559500012 104.91170162450001
decision_type=2 2 2 2 2 2 2 2 2 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 11 -4 -5 7 -7 -3 -6 26 12 21 -1 -8 15 17 -16 -15 -19 20 -20 22 -2 -24 25 -25 -10 -28 -29 -30
right_child=2 5 3 4 8 6 13 -9 9 -11 -12 -13 -14 14 16 -17 -18 18 19 -21 -22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-2.958983046671773e-05 -0.0023441217666325003 0.0006028925683292779 -0.0022201661748653058 0.00058009234795107056 -0.00069789803481940947 -0.0013374946162578785 0.00095363418404992241 0.0015594624750253684 0.0016390977787018907 -0.0020740828442701951 0.001387504060988467 0.0011910898725505398 -0.0014896063445417223 -0.00074540752412890566 -0.00049207490731313023 -0.0020472355331632571 0.0016292381927150753 0.0019162470343288465 0.00052152777879391438 0.0010374829104067432 -0.0021124820858527669 -0.0023448355426461762 0.0010000094980396807 -0.0022151721491563345 -0.0022800647988203944 0.0013430928003151379 -0.0011709010540775951 0.0007179590219131886 -0.002440025489600599 0.0010212534326426667
leaf_weight=70.582454757299274 3.3129708217456999 91.600665614008904 1.9209339825320046 32.224150228314102 17.331378997303545 3.8837518678046754 16.1394695173949 12.925024963915346 3.7535313633270553 1.8301247808267351 3.854532776400446 1.6371426940895606 3.9135437030345193 7.9139044582843807 5.9690228672698131 5.7551350593566886 9.5359359830617887 6.514545343816283 4.8824846521019918 5.0219038678333154 3.52191595826298 4.0185863440856329 4.5678463671356422 1.0076303146779539 3.6383208259940147 1.8288596048951147 5.0456053430680212 19.328643891029063 2.4606243909802283 1.459376828279346
leaf_count=979 90 453 190 158 212 33 65 73 27 551 15 52 29 44 44 41 34 27 23 22 49 136 28 59 101 13 257 125 74 30
internal_value=0.000224211 0.000360003 -0.000100578 9.54246e-05 0.000148738 0.000537222 0.000259113 0.000721176 -0.000122698 0.000171565 -3.28011e-05 -0.000936589 -0.00010629 0.000354138 0.00015714 -0.000145232 0.000812585 0.000247746 0.000641898 2.35736e-05 -0.00058227 -0.00112616 -0.000785021 -0.000317266 -0.00124658 7.90602e-05 0.000299805 0.000122134 0.000402758 -0.00115143
internal_weight=357.38 252.014 105.366 85.3544 83.4334 173.664 69.1381 104.526 51.2093 33.8779 78.3505 20.0114 74.496 65.2543 49.1148 33.6099 15.505 27.8548 19.9408 13.4263 8.4044 18.3742 14.3556 11.0427 6.47481 2.83649 32.0478 28.2943 23.2486 3.92
internal_count=4034 1931 2103 1624 1434 908 382 526 1276 1064 1023 479 1008 349 284 206 78 165 121 94 72 427 291 201 173 72 513 486 229 104
is_linear=0
shrinkage=0.00204248


Tree=401
num_leaves=31
num_cat=0
split_feature=4 1 1 1 4 1 3 0 4 4 0 3 3 2 3 3 3 2 2 1 4 0 4 3 4 4 3 2 3 1
split_gain=0.440635 0.414209 2.23244 0.960322 1.37325 1.8661 2.6992 1.91684 2.62828 1.88931 1.74152 1.63182 1.18673 1.93918 1.12604 1.04783 1.97497 1.30567 2.29658 1.51041 2.61122 1.25853 1.77409 1.54882 2.02001 2.27004 2.36884 1.35566 1.24225 1.44463
threshold=29.342080195300003 66.590419433100024 66.351146659450009 65.611820673600008 36.491284729650012 64.665483411650015 0.09091500000000001 87.170566421650008 41.50623664750001 43.157831852650006 86.89903215050002 0.096010000000000026 0.089675000000000019 -0.11347 0.098545000000000021 0.10301500000000002 0.10184000000000003 -0.093879999999999991 -0.086139999999999994 61.982402197500001 39.577821550850011 85.705356740550016 38.804080188450008 0.096515000000000031 43.272784938550004 41.481306584950012 0.087795000000000026 -0.08262499999999999 0.092075000000000032 62.014663695050011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 7 12 10 -9 -10 15 -2 13 -7 -5 16 21 -17 -19 20 -20 -6 -23 24 25 28 -27 -28 29 -24
right_child=1 -3 -4 14 5 6 -8 8 9 -11 -12 -13 -14 -15 -16 17 -18 18 19 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.025225225152527019 -0.00095625209485152875 -0.00057103017680785583 0.026832361629706192 -0.024470303859076895 -0.0051278101050723458 0.014782113483848306 -0.059553667823990651 0.022666578762228419 -0.0067434607492825012 0.01971781990370871 -0.024360264903748291 0.029652640638235011 0.033056282000214002 -0.040005118818512625 0.0043307010239596079 -0.024501540232850845 0.0324647223723009 0.016964863084390457 0.0024274616468506179 -0.00044653069871690654 -0.04419380153441823 0.032257548485519809 0.00089749421173155545 0.018651244617691482 -0.024715583643360888 0.020136714449858241 0.007187511139373058 -0.02101089367588873 0.010457644195464412 -0.020037099686001331
leaf_weight=0.75310713371436477 3.7688372409320419 113.6803358605539 4.1796333007514468 3.530012695118784 22.578283270937391 1.4532726760953667 1.3981854566372929 11.394895173609259 10.872890524566172 4.4615723416209212 3.3459594175219527 4.4567974843084812 0.80214840034022916 1.5819074839819216 2.8982798308134079 3.6195968519896295 2.519931871443986 5.38607729505748 2.5826039575040314 8.9939529495313746 3.0982321985065937 2.5715757310390464 7.4372876882553127 6.5554126203060141 3.35690614581108 12.634607557207348 5.4497229158878326 3.1566949812695366 4.4999221041798583 8.045213930308817
leaf_count=107 115 2297 30 28 566 68 23 93 66 24 28 33 5 23 14 32 12 22 14 62 29 11 37 30 30 115 27 29 16 48
internal_value=0.000929415 0.00100228 0.00214417 0.00146732 0.00203751 0.00122623 -0.0188239 0.00201811 0.0102111 0.000955467 -5.11308e-05 0.0156282 -0.00398348 -0.0137725 -0.011485 0.000742513 0.0026404 -0.00557342 -0.00215821 -0.00917693 -0.022999 0.00165522 0.00450677 0.00311121 0.000826088 0.002906 0.0106993 -0.00315521 -0.00537819 -0.00998081
internal_weight=271.064 270.311 156.63 152.451 146.022 137.797 5.23551 132.561 26.7294 15.3345 105.832 8.22563 3.83733 3.03518 6.42829 102.486 78.8056 23.6805 20.0609 14.6748 5.68084 76.2856 53.7073 51.1358 44.5804 41.2234 21.241 8.60642 19.9824 15.4825
internal_count=4034 3927 1630 1600 1558 1410 119 1291 183 90 1108 148 96 91 42 1080 921 159 127 105 43 909 343 332 302 272 171 56 101 85
is_linear=0
shrinkage=0.0342406


Tree=402
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 4 1 4 4 2 2 2 1 4 4 2 2 4 4 3 1 0 4 4 4 3 3 4 2
split_gain=0.412559 1.10555 0.543473 1.83821 1.59141 2.89503 1.75775 1.46266 1.44189 0.778024 0.976212 0.855198 1.34059 1.35169 1.60423 1.29385 2.24996 1.82488 1.7631 1.8485 1.7521 1.20727 2.00318 2.21939 1.20696 1.18482 1.13429 1.10911 2.18968 1.72315
threshold=-0.69416999999999995 -0.63113999999999992 -0.59260499999999994 -0.50001499999999999 -0.58287999999999995 75.634392583900009 49.283271594150008 78.285212300550015 42.865207177650007 49.283271594150008 -0.2351 -0.11572 -0.11103999999999999 81.479100559500012 42.402981339000007 41.092444989200011 -0.12546499999999997 -0.24468499999999999 35.782584506850007 39.110279783550006 0.076130000000000017 75.408562100950022 96.959242474650011 38.625745710700009 42.536568606950006 36.364346611650006 -0.15572 0.093735000000000027 41.243661560350013 -0.14831999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 8 -3 11 -11 15 -13 21 -15 16 17 18 -5 -20 26 22 -14 -24 -16 -19 -17 -22 -29 -30
right_child=1 2 3 9 6 -7 -8 -9 -10 10 -12 12 13 14 24 20 -18 25 19 -21 27 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.020723381882559247 -0.022359593519215452 -0.011819539005776643 0.024367896934118224 0.030824068692379872 -0.036119108834710437 -0.037573810976324395 0.023879230880335622 0.029002047283950866 0.019033162454798937 0.029823137578688326 -0.024204094028318079 -0.026664246356320045 0.00058373511617056183 -0.035712628291189458 0.031905052765817156 0.0044584374073556206 0.014266404023350492 -0.041025493881422223 -0.030155780683667709 0.018132711113386213 0.018197795602255169 0.0070653519960317953 0.0037719720322519123 -0.034810769892425243 -0.034045617227422359 -0.011261034559529022 -0.020807556509579453 0.025858902523023537 0.0075998279805070731 -0.039233356654551035
leaf_weight=1.043923001969232 2.0787767454457926 3.8315956261940283 2.0758803384378557 1.9565104414359673 3.6051909427187629 1.2023156057985032 0.5706873764283954 2.53783671092242 2.5427236617542803 0.39729786477983031 2.2404518455441567 1.8405117214715563 156.02212243562099 2.1715678812033725 0.82357136509381212 6.1803045358683448 6.6059466512233476 1.6355139622610293 1.6996303212945352 1.5110199872869996 16.087714371329643 27.655495856073685 2.6719585987739256 3.4425388853996992 0.42422700847964734 7.7152307437208947 2.5255187553702871 2.2031151968985787 1.6166142001748087 1.5554101553279904
leaf_count=18 46 38 12 24 160 49 6 60 15 3 243 30 1522 332 8 110 39 146 37 9 236 313 28 58 142 191 103 15 23 18
internal_value=0.000793145 0.000715346 0.000896118 0.00062812 -0.0149153 0.00165007 -0.0279196 0.00860744 0.000487641 0.00109346 -0.0160665 0.0012772 0.00031744 0.000574465 -0.0192198 0.00492692 -0.00110223 -0.00809527 0.00705471 -0.00742989 0.00914849 0.000931085 -0.000115232 -0.0179506 0.00948312 -0.0164671 -0.00287111 0.0140239 0.00153153 -0.0153649
internal_weight=268.471 267.427 265.349 256.436 7.45407 3.2782 4.17588 8.91216 6.37432 248.982 2.63775 246.345 195.052 193.211 3.41937 51.2925 21.1239 14.5179 5.16716 3.21065 30.1687 189.792 162.137 6.1145 1.2478 9.35074 8.70582 21.4629 5.37514 3.17202
internal_count=4034 4016 3970 3857 227 61 166 113 53 3630 246 3384 2433 2403 482 951 446 407 70 46 505 1921 1608 86 150 337 213 292 56 41
is_linear=0
shrinkage=0.0317651


Tree=403
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 0 2 2 0 0 2 3 3 3 3 3 2 2 3 4 2 1 3 3 3 2 3 4 3 4
split_gain=2.25824 4.08628 2.71571 2.79537 1.80031 1.67029 1.54669 2.98447 3.36436 3.45245 3.23592 2.76146 2.53734 2.37793 2.94579 3.40004 1.95753 3.41376 2.48108 2.6815 2.2126 4.64867 1.93189 4.96789 1.92375 2.74033 1.71133 1.80557 1.60889 2.60658
threshold=66.590419433100024 85.995710218650018 90.407470010750018 65.611820673600008 0.41214500000000009 107.57327517365 -0.059424999999999999 0.086310000000000026 93.399723909900004 94.047642319350018 0.10957500000000002 0.083495000000000028 0.091645000000000018 0.090390000000000012 0.08766000000000003 0.072205000000000033 -0.59502499999999992 -0.54526999999999992 0.096995000000000012 41.092444989200011 -0.10463499999999999 71.504920895500007 0.090390000000000012 0.091935000000000031 0.09180000000000002 -0.0068649999999999996 0.07907500000000002 40.00488309970001 0.088655000000000025 39.685256516350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 11 8 -8 -10 -9 26 13 14 15 -12 -13 -18 20 -20 -19 22 -22 -24 -11 -26 27 -2 -23 -30
right_child=5 2 -4 -5 -6 -7 7 10 9 24 12 16 -14 -15 -16 -17 17 18 19 -21 21 28 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00015362077311650764 0.00070508043078104069 0.00064333267162641956 0.0018615725078533366 -0.00098513528545452747 0.0016150687484645862 -0.00249929871733022 -0.0018050005153571794 -0.0039015860567368273 0.0026651836400857581 0.00092173746899541244 0.00065866045042889962 0.00099335119683182987 0.00068282589826377659 -0.0034520539203518183 0.0023066604592773318 -0.0029176885346497874 -0.0024285575633048182 0.0010420736635748295 -0.0019416554208397895 0.00070115340164603982 -0.0029339409327927323 0.0012856471591034192 0.0019800760824497414 -0.0031313422552452902 0.00044366352396633821 -0.002897685117788232 -0.0022400376510696061 -0.0017458070225649653 0.00204435519812115 -0.001365576370478578
leaf_weight=72.665204004384577 3.8426486853277293 106.95466230064631 10.399536646902559 6.8101805932819834 3.6721823439002028 1.6425966121605586 3.0080728391185394 1.5197844295762504 5.7165440171957007 23.342620239593092 3.0424907396081853 9.7955214362591487 10.404460790101437 2.0038559609092763 1.8232010891661046 3.4404731334652752 3.8892713754903445 14.042637589969663 7.1683690361678583 3.4562965272925794 3.8860330171883266 9.0348706126678717 2.309487659484148 2.3102663895115256 5.0853505129925907 2.1091650007292619 5.9367407377576455 3.4784057312645018 1.9577054670080531 4.4717489499598742
leaf_count=1005 54 556 55 39 15 649 28 22 21 154 71 61 75 19 8 94 64 113 122 29 93 58 13 31 29 46 198 247 9 56
internal_value=0.000212918 0.000380176 0.000656049 0.000545849 -6.85386e-05 -2.8835e-05 7.68861e-07 0.000290995 0.000699569 0.000907381 -0.000430476 -0.000235375 -0.000175806 -0.0010423 -0.000460953 -0.00123929 -1.80971e-05 -0.000206719 -2.90501e-05 -0.00108193 0.000265232 -0.000189873 -0.00165331 -0.000576064 0.000578321 -0.000535896 -0.00125675 -0.000459394 0.000615053 -0.000327286
internal_weight=339.22 200.502 124.164 113.765 76.3374 138.719 137.076 61.496 39.2618 36.2537 22.2343 75.58 20.7145 10.31 8.30616 6.48296 62.3222 52.5267 48.6374 10.6247 38.0127 23.9701 8.50579 4.61975 30.5371 7.19452 13.2578 7.32105 15.4643 6.42945
internal_count=4034 1670 650 595 1020 2364 1715 567 278 250 289 1148 267 192 173 165 649 588 524 151 373 260 137 44 229 75 499 301 123 65
is_linear=0
shrinkage=0.00246454


Tree=404
num_leaves=31
num_cat=0
split_feature=0 2 4 0 4 2 2 2 3 3 3 3 1 3 3 3 3 1 4 3 4 1 1 0 0 4 2 1 1 4
split_gain=0.384103 1.00762 1.08537 0.611197 0.458581 0.989631 3.06785 1.94615 1.37784 2.05693 1.6227 2.59592 1.46825 1.39008 1.1724 3.02685 1.10902 2.71916 1.7147 2.02737 2.56381 1.24533 2.69484 1.14094 0.994537 0.899802 1.62618 0.717096 2.10752 1.68138
threshold=102.70985441565001 -0.086139999999999994 40.00488309970001 102.31465107045001 42.141702038450013 -0.096529999999999991 -0.08786999999999999 -0.083424999999999985 0.083365000000000022 0.049900000000000007 0.087245000000000031 0.08766000000000003 62.213609596700003 0.12535000000000004 0.088145000000000015 0.086520000000000027 0.096885000000000013 72.378669787950017 43.680097826700013 0.091645000000000018 47.927946529500012 62.00390986255001 64.665483411650015 87.48511602295001 97.521130223850008 48.96897326980001 -0.23349 61.987779113750001 62.00390986255001 41.646178195200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 27 16 14 -8 9 -9 24 -12 -11 -13 15 -7 17 18 -6 20 21 -20 -23 -18 -10 -22 -27 29 -29 -1
right_child=1 2 -4 -5 5 6 7 8 10 12 11 13 -14 -15 -16 -17 23 -19 19 -21 25 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-3.8493631444669893e-05 -0.030732381741217861 -0.030683749304330595 0.0079209611094344344 0.01312920366251356 0.016665069457220912 -0.036215653491629696 0.015075842190864259 -0.017875388386383639 -0.037326452971463392 0.028141008794623872 0.026505732052076913 -0.014382555716914455 0.0012336630314380495 0.0077649244857140049 -0.040064819562425698 0.017973523535443001 -0.028282333957625149 -0.035080385551518212 -0.04012987177994537 0.025666555221968777 0.015484027088800541 0.020894110300937286 -0.031630464343126552 0.0046902573384285922 0.0025902694879967425 -0.020880160177046084 0.015191353375928134 0.018034469922895192 0.0016140242045864775 -0.020964463937376349
leaf_weight=31.878722478169948 1.2495054640603482 0.81896426681487255 3.1888439001486404 3.5983708510175338 9.9728817091090658 2.1872918321751054 5.7008623406290999 2.5879101584432664 2.4446578162023829 3.2524476135149598 2.068014312535527 11.11996722454205 4.1040541265392676 3.2845681179314843 2.4091596882790327 1.5946547910571096 1.9754269812256091 1.4614009883371171 1.7803010904463032 2.548677682876586 4.7030025701969844 1.509056279435754 2.076726918341592 1.7895950209349392 0.7238321155309676 2.2883299440145493 2.1869105647783726 7.356766566168516 141.6254542353563 3.8504269985714918
leaf_count=421 519 211 247 30 96 48 38 128 73 71 7 159 45 21 47 9 21 155 63 11 26 14 169 20 12 32 30 40 1216 55
internal_value=0.00072579 -0.00727947 3.23903e-05 0.000886376 0.000715941 -0.0012777 -0.00433465 -0.000927124 -0.00401076 0.00506116 -0.00860394 -0.00483319 0.0131299 -0.00933242 -0.0237559 -0.0133668 0.00264875 0.00466256 0.00680845 0.00105762 -0.00325473 -0.0196793 -0.0095258 -0.0126098 -0.0282076 0.00634793 -0.00325314 0.00151216 0.00242487 -0.00229362
internal_weight=267.337 5.25731 4.00781 262.079 258.481 73.7697 41.4774 35.2863 29.5855 9.94441 19.641 16.4725 7.3565 14.4045 6.19111 3.78195 32.2923 28.5273 27.0659 17.093 14.5443 5.36608 3.58578 3.76502 3.16849 9.17824 4.47524 184.711 148.982 35.7291
internal_count=4034 977 458 3057 3027 1295 658 554 516 244 272 187 116 180 104 57 637 596 441 345 334 246 183 41 85 88 62 1732 1256 476
is_linear=0
shrinkage=0.0299121


Tree=405
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 2 2 3 4 4 1 2 4 3 0 3 3 4 2 1 3 2 4 3 0 3 4 0 1 0
split_gain=3.52384 2.49955 4.44843 3.47045 2.13214 2.08315 3.27114 2.15659 2.53378 3.56783 3.25921 3.03801 2.4464 3.91308 2.31773 2.2679 2.0666 2.00928 2.95971 2.77005 1.95117 1.90268 1.86018 2.46033 2.42493 1.85891 1.73673 1.7362 2.35163 1.96131
threshold=107.57327517365 70.171445662850019 94.773526014550015 85.705356740550016 0.10184000000000003 0.22598000000000004 -0.048954999999999992 0.083495000000000028 41.827117825850003 41.147265497500008 75.408562100950022 -0.095854999999999996 40.750688432250008 0.09914000000000002 99.994511703900017 0.076615000000000016 0.098075000000000023 48.226196960950006 -0.14138499999999998 62.052302108850007 0.097015000000000032 -0.074999999999999997 39.110279783550006 0.087555000000000022 94.203572890950014 0.075810000000000016 39.337369931850013 97.096353839300008 77.255532836550017 102.21786657775002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 4 17 6 7 15 9 12 11 -10 13 27 -12 -4 25 18 -1 -20 -7 -17 -3 -24 -25 26 -8 -9 -29 -30
right_child=-2 2 5 -5 -6 20 16 8 10 -11 14 -13 -14 -15 -16 21 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.0015205486548161308 -0.0019123296189445525 -0.002520866992994628 -5.1301907225343788e-05 0.00042379801515506999 0.00057447284695582061 -0.0022009795568313758 0.00080374613909024077 0.0010676165216810974 0.00039486519709933663 -0.0019602663151081874 0.0018861809449942431 -0.0023595026839582562 0.00097842579136209174 -0.0016512998009684955 0.0001710907397334935 -0.0022062160853874467 -0.00041926464546125419 0.00040508078832136694 3.0254949830665684e-05 -0.0021043233444341088 2.7586660002275769e-05 0.00086102946180506882 -0.0020139927166982511 0.0016642480787772947 -0.00098461554602531122 0.00098483248141022 -0.0015980733209999408 -0.0013735327595992405 0.00098234447039201702 -0.0013710865023357428
leaf_weight=8.4072296600788814 2.8163668061606577 2.7066699890419832 6.0456433433573675 193.39826420135796 11.937670674175022 2.6392403286881736 2.2117245499976006 5.0048279408365586 4.7763147726655015 3.8434618418104938 7.133363761007784 2.0157319214195031 6.5641634929925194 5.8303948985412708 4.579841738101095 4.5791873158887029 5.8822463960386804 9.8839196562767011 19.393571484368302 2.4206067328341296 2.9396006725728512 0.8485541334375738 3.2070785532705468 2.0603167423978448 3.0116040464490652 26.358974338509142 2.0566728012636304 4.2142934706062061 5.1840650625526905 1.653247889364138
leaf_count=369 649 49 132 1041 81 82 15 27 45 45 21 38 30 98 47 196 55 53 293 79 23 11 187 16 57 133 33 40 24 65
internal_value=0.000184023 0.000200388 -2.80481e-05 0.000307743 -0.000123531 9.1828e-05 0.000154998 -0.000107153 5.9241e-05 -0.000258832 0.000614326 -0.000422571 -2.8984e-05 -0.00033112 0.00121558 -0.000843883 0.00060214 -0.000331298 -0.000572131 -0.000206608 -0.0010267 -0.00172669 -0.00116685 -0.000724173 9.14064e-05 0.00079831 -0.00035354 0.000148262 -0.000268077 0.00041329
internal_weight=363.605 360.788 115.347 245.441 52.043 104.362 98.7827 62.2731 50.7997 32.2945 18.5053 6.79205 28.451 21.8868 11.7132 11.4734 36.5096 40.1053 30.2214 21.8142 5.57884 5.42774 10.9857 8.279 5.07192 30.6274 4.2684 16.0564 11.0516 6.83731
internal_count=4034 3385 1469 1916 875 1160 1055 819 480 329 151 83 284 254 68 339 236 794 741 372 105 207 309 260 73 181 48 156 129 89
is_linear=0
shrinkage=0.00188144


Tree=406
num_leaves=31
num_cat=0
split_feature=2 3 2 2 4 1 4 1 1 2 1 0 3 2 4 1 0 2 2 3 3 4 1 2 3 3 4 2 1 1
split_gain=0.376011 0.570715 0.399071 1.7756 1.97336 1.68239 1.70525 2.05691 1.71353 1.66038 2.47387 2.4987 3.00728 2.063 1.58842 1.38661 2.01093 1.45914 1.33157 1.76967 1.38731 1.2901 1.82849 2.07278 1.56207 2.41069 1.56359 1.49757 1.81481 1.43244
threshold=0.36215000000000008 0.09450500000000002 -0.06828999999999999 -0.072524999999999992 39.577821550850011 60.613977009100005 42.558389508100007 62.111448187750007 62.132955852800002 -0.053159999999999992 61.907125369850007 85.995710218650018 0.095750000000000016 -0.041369999999999997 40.750688432250008 70.171445662850019 86.329079026800017 -0.059424999999999999 -0.016334999999999999 0.11379500000000002 0.10469000000000002 39.792680591700012 69.238550691600025 -0.091639999999999985 0.090735000000000024 0.096010000000000026 35.050303764500008 -0.51146999999999998 67.192634054300015 83.468559576050012
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 9 -8 -9 15 -11 12 -12 -13 -4 16 -7 -17 -15 20 -20 22 27 24 29 -26 -27 -1 -29 -24
right_child=1 -3 5 4 -6 6 7 8 -10 10 11 13 -14 18 -16 17 -18 -19 19 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.025504410884113621 -0.031314617708048192 0.0037096122696459823 -0.039803217075829143 0.0056354192679218479 -0.031096395240099238 0.0033024065460143248 -0.036709498066571852 0.027488485897118768 -0.0067861268839843327 0.022760079649434283 -0.0013131113061560749 -0.014055696739937354 -0.043085014774990216 0.010385688525145475 -0.0013085468810668181 -0.031201382584543472 0.025179238313788245 0.0087183368739778746 0.0010854106720700357 0.015690167172277402 -0.015802294325100791 0.00174445508157681 -0.02655603008177233 -0.027338481052839977 0.012798108099724741 0.0056261274804232835 -0.032929015280234286 0.00032926472273455445 0.028431997579846373 0.021648347782556719
leaf_weight=1.4423906642477984 0.65483313379809149 0.67452435166342184 1.3036259487271302 1.7052307634439774 2.6959384768560994 5.2287627048790437 1.4595432551577676 1.180478062480687 8.8623086988081905 3.9542187154293051 3.3641272792592636 4.9630417075240905 1.9410498954821376 16.282532690238433 1.8546746026258913 0.97984287777217027 7.0423571839928627 1.9659566566115245 33.311455923525514 5.4042701917933291 3.8785633075167416 117.84311128831177 3.1197801868547681 4.0586813113768576 5.0111987542331899 1.2710466239077507 1.8368001004273535 20.300358207314279 1.7854526601731766 0.51259487854258612
leaf_count=20 84 25 24 23 31 25 34 6 282 25 42 36 24 124 139 48 38 16 397 35 44 1795 104 102 52 20 66 273 9 91
internal_value=0.000634187 -0.0135431 0.000705425 -0.000123162 -0.0168647 0.00200557 0.00261317 -0.00706555 -0.00275732 0.00387373 0.0022019 0.00102623 -0.0165965 0.00249071 -0.0171977 0.0119049 0.0158575 -0.00455991 0.0038855 0.00140066 -0.000675815 0.00034561 -0.00384482 -0.0108734 -0.00518671 0.00133032 -0.0171607 0.000878131 0.00260114 -0.0197535
internal_weight=265.889 1.32936 264.559 161.583 4.40117 102.977 99.8185 11.5023 10.0428 88.3162 73.0993 69.145 5.30518 63.8399 3.1583 15.2169 12.2711 2.9458 58.8768 42.5943 37.19 157.181 39.3383 15.8101 11.7514 8.11905 3.10785 23.5282 22.0858 3.63238
internal_count=4034 109 3925 2586 54 1339 1176 322 288 854 727 702 66 636 163 127 63 64 600 476 441 2532 737 435 333 138 86 302 282 195
is_linear=0
shrinkage=0.026724


Tree=407
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 4 1 4 4 2 0 2 4 1 4 4 4 1 0 0 1 0 0 2 0 2 2 3 2
split_gain=0.385315 0.874682 0.543442 1.5263 1.41397 2.57744 1.41075 1.27414 1.11722 0.638168 0.924201 0.677451 0.633196 1.40098 1.16428 1.44374 1.06439 1.00251 1.54227 1.9514 1.50513 4.11934 2.5015 1.57177 1.57237 1.90112 1.30842 1.69132 1.68331 1.25609
threshold=-0.69416999999999995 -0.63113999999999992 -0.59260499999999994 -0.50001499999999999 -0.58287999999999995 75.634392583900009 49.283271594150008 78.285212300550015 42.865207177650007 49.283271594150008 -0.2351 71.332859575200004 -0.11572 33.151194885250007 81.479100559500012 42.402981339000007 42.536568606950006 41.685324604100011 80.468240302450013 97.752337623100019 95.620390325650007 67.074341896550024 90.407470010750018 89.415428960600011 -0.010319999999999999 85.57631075030001 -0.08786999999999999 -0.083424999999999985 0.083495000000000028 -0.097294999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 8 -3 12 -11 -12 13 -5 17 -16 -17 -14 19 20 21 22 23 24 25 -19 29 -28 -29 -27
right_child=1 2 3 9 6 -7 -8 -9 -10 10 11 -13 14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.024568413399046213 -0.024534137056568962 -0.012054219723942727 0.028824584301038052 -0.049676742164698431 -0.042678066194440034 -0.045741869259857917 0.025831883788776981 0.034842007115514322 0.022013261202975379 0.036693721737775291 0.0031175275348432657 -0.043725838066799493 0.002763604753831425 0.0060695324384855177 -0.043757289714249047 0.037462838533210543 -0.041750420333211941 -0.043483706235967527 0.023238753495723651 -0.033839130313927761 0.011842692499703749 -0.045985999200569297 0.030084221916446701 -0.04422569356783785 -0.030029057327441565 0.0026668734151111054 0.023673648561004814 0.019303773833179674 -0.0068345755448273107 -0.025839496207228644
leaf_weight=1.0462684476515267 2.0822114226175463 3.7812531196977925 1.9968536072410645 0.7015332004375513 3.3398092086135871 1.1045757356187094 0.53499556658789504 2.4036196255474351 2.4233550969511271 0.39541886933147941 0.70286290347576086 1.4524322864890562 124.6981654780684 49.023280252862605 1.9737762974400532 0.78252154006622709 0.38992112870619167 1.5715965079143561 3.2005008128471664 3.3235902045853427 8.8955313991755229 3.6021586138522244 3.3542386293411246 1.5160161852836598 3.1800132616190302 4.6391573720611632 5.8271226068027238 5.0429697632789816 15.092336652800439 4.8513739644549698
leaf_count=18 46 38 12 84 160 49 6 60 15 3 4 239 1055 867 335 8 142 102 14 82 60 157 23 14 143 31 27 75 114 51
internal_value=0.000845951 0.000751175 0.000953828 0.000622202 -0.0174426 0.0022677 -0.0332189 0.0106309 0.00125163 0.00113824 -0.018351 -0.0284498 0.00134394 0.00528305 0.000323463 -0.0233077 0.0111188 0.00071727 -0.00326382 -0.00465671 -0.00297204 -0.00567937 -0.00245827 -0.00507461 -0.00359832 -0.0013282 0.000540515 0.00508997 -0.000288119 -0.011905
internal_weight=262.929 261.883 259.801 251.193 6.97623 3.10143 3.8748 8.60823 6.20461 244.217 2.55071 2.1553 241.666 49.7248 191.941 3.14622 1.17244 188.795 64.0966 60.8961 57.5725 48.677 45.0748 41.7206 40.2046 37.0246 35.453 25.9624 20.1353 9.49053
internal_count=4034 4016 3970 3857 227 61 166 113 53 3630 246 243 3384 951 2433 485 150 1948 893 879 797 737 580 557 543 400 298 216 189 82
is_linear=0
shrinkage=0.0391687


Tree=408
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 1 3 4 3 1 1 0 3 0 2 3 2 4 4 1 1 0 3 2 4 1 2 1 2
split_gain=0.337232 2.00951 2.9527 1.35115 1.12969 1.39903 2.44811 1.23304 1.08416 2.56002 2.45674 1.4839 1.0195 2.09904 1.7313 1.58008 2.20911 1.41458 0.988406 1.34959 1.25991 1.47414 2.09434 0.974789 0.963928 0.925672 0.901824 0.873198 1.76834 3.5927
threshold=66.590419433100024 90.297243227400017 89.953120586650016 0.20949500000000004 92.313586825200005 90.767723400200012 67.300172379550006 0.12535000000000004 36.491284729650012 0.085820000000000021 65.020359884900017 61.049507226200006 87.170566421650008 0.081965000000000024 86.89903215050002 -0.083424999999999985 0.088350000000000026 -0.06483499999999999 43.89540535710001 48.86568841230001 67.192634054300015 69.873026810350026 93.399723909900004 0.089505000000000015 -0.102645 50.205949521800008 68.910558799650019 -0.079634999999999997 75.408562100950022 -0.096529999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -2 18 9 11 12 -1 14 -14 -10 16 -15 -17 20 23 -6 22 -22 -20 -7 -21 -9 28 29 -23
right_child=4 -3 -4 -5 7 24 -8 26 10 -11 -12 -13 13 15 -16 17 -18 -19 19 25 21 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.01760816416956569 0.022209484178491438 0.016561628988665811 -0.036843656650162829 0.01954857674055337 -0.043915660389715512 -0.0071632183027112882 -0.028105727660125132 0.0072593538708339289 7.6192710986121043e-05 0.021806439006719879 -0.02697708503329363 -0.030733597761581421 0.028419140030447619 -0.0052017662111988917 -0.022653773788944013 -0.022407029082719368 0.025477844912610539 0.0019865953840501175 -0.036823985934376469 0.016591110638199305 -0.0031432893742370511 -0.0021515165077409409 0.023573652896705287 -0.0018710215545065542 -0.035442204033205325 -0.031661502059065351 -0.038973408389040003 0.0030375946034999321 0.002699225666413708 -0.035935405920369944
leaf_weight=0.92551985540194293 2.3364402484148727 8.0896834507584554 1.9788035675883282 3.7551238879095754 0.58301037177443404 2.0758468669373542 1.5352176000596953 0.58689851313829322 97.719686602242291 6.3547258162871003 3.1556037524715057 1.7752144647529347 3.5503223575651672 4.0012773163616693 3.3195359595119944 3.2819530591368702 5.1334686800837517 7.4421728402376113 2.1589134031964927 1.8048316734202674 4.9224445372819883 11.055915753182488 6.5536006838083267 1.1834763819933867 2.6027520823990926 0.48279015354637511 1.2986502007697707 46.524351870932158 19.604908233901369 4.1469397037289957
leaf_count=65 13 64 20 39 7 28 62 2 1132 61 40 60 36 21 29 28 30 45 318 51 25 149 27 29 53 202 67 664 559 108
internal_value=0.000604339 0.00155517 0.000702619 0.00123174 -0.000702877 -0.0115054 0.00225813 0.000212468 0.000728433 0.0110775 -5.99192e-06 -0.0141673 0.000677907 0.00649825 -0.000670576 0.00257929 0.0120393 -0.0054787 0.000684619 -0.0119104 0.0014439 0.00172884 0.0121139 -0.0244478 -0.0228951 0.00640766 -0.0245829 0.000263503 -0.00344437 -0.0113669
internal_weight=259.94 150.483 142.393 140.415 109.457 8.55026 3.87166 100.907 136.659 9.05546 127.604 2.70073 124.448 23.4092 101.039 19.8589 9.13475 10.7241 99.0212 5.63001 93.3912 92.8082 11.476 3.34239 4.6786 2.28762 1.88555 81.3321 34.8078 15.2029
internal_count=4034 1670 1606 1586 2364 156 75 2208 1547 186 1361 125 1321 160 1161 124 51 73 2139 600 1539 1532 52 347 81 253 69 1480 816 257
is_linear=0
shrinkage=0.0309526


Tree=409
num_leaves=31
num_cat=0
split_feature=1 4 0 3 2 2 0 4 3 2 3 2 0 1 0 0 3 3 3 4 0 1 4 2 4 2 2 4 1 3
split_gain=2.04975 1.53337 1.66252 1.67596 1.52763 2.83318 4.39563 3.82235 2.91326 2.95112 4.18491 2.04618 3.44433 1.93626 3.598 2.38671 1.73552 2.19001 2.02537 2.77675 3.5051 3.93208 3.98176 2.6079 1.72402 2.20798 2.50426 2.3298 3.3747 4.83275
threshold=83.740093847200015 42.141702038450013 76.451683855550016 0.10507500000000002 -0.06483499999999999 -0.08786999999999999 86.256490657300006 41.535369675400013 0.078905000000000017 -0.081354999999999997 0.082535000000000011 -0.0019399999999999999 86.329079026800017 64.407391431150018 93.399723909900004 94.047642319350018 0.11379500000000002 0.10433500000000002 0.094375000000000028 36.620308449100001 96.163458868000006 68.910558799650019 40.467253020850002 0.17076500000000003 39.792680591700012 -0.14429 -0.24468499999999999 35.782584506850007 78.285212300550015 0.084360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 7 -7 -8 -10 -11 12 -6 -14 -15 -16 17 18 19 -13 21 22 -21 -22 25 26 27 -4 29 -29
right_child=-2 -3 4 -5 11 6 8 -9 9 10 -12 16 13 14 15 -17 -18 -19 -20 20 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0025341002868238642 -0.0018588374165820734 -4.4834896478163586e-05 0.0013011764075429042 0.0026641650181905082 -0.00012704127071524798 -0.00042448234151038806 0.0017615677856256237 0.0022549893122909073 -0.0029036079379824325 -0.0040967748431109804 -0.00032844179191422865 0.0014835665365508738 0.0020586118218041548 -0.0012930933611813716 0.0026104908702061745 0.00076476430741884616 0.0014191451735430876 -0.0015440990883529332 0.0011378779101430564 0.00058491226820587433 0.0013152099596387152 -0.0033958624727151864 -0.0028416884695285551 -0.0016106317119954805 0.00069144244982825842 0.00046555093930221436 -0.0032295277437019141 0.0013564635297570161 0.0014347812358743866 -0.0034815843255833006
leaf_weight=2.1099496952956538 2.8504607684735666 95.479032587609254 3.5886604120023504 0.4446958303451537 13.757680720183997 7.2805531434714776 2.0145854605361846 5.5607663616538048 5.154773288639265 1.9888643678277755 14.244620075449346 5.3063548437785384 12.929637417197226 3.7673214506357935 5.8310091793537167 14.380855853669344 6.2396765938028684 4.5844841524958602 10.671763788908718 6.6208839323371667 7.6141655286774022 3.7545153559185556 2.8824801538139582 2.3641969666350633 50.722210670355707 22.645293978974227 2.0803227692376813 1.7429134489502738 2.3145798584446311 4.0962339425459504
leaf_count=245 757 1378 36 2 81 37 20 27 74 22 113 47 74 25 22 92 35 39 61 50 40 53 31 59 294 171 57 14 24 54
internal_value=0.000195674 0.000213851 0.000322805 -0.00162922 0.000345053 0.000163591 -0.000408233 0.000735828 -0.00103599 -0.00129949 -0.000790124 0.000567472 0.000912192 0.00129956 0.000890283 0.00129725 0.000218425 4.73684e-05 0.000233424 -0.000104741 -0.000467456 -0.00128741 -0.000454415 0.000621983 0.000401292 -2.26806e-06 -0.000768681 -0.000332708 -0.00105182 -0.00203749
internal_weight=325.024 322.173 226.694 2.55465 224.139 123.434 36.2442 12.8413 23.4028 21.3883 16.2335 100.705 50.6665 36.9088 23.9792 20.2119 50.0385 43.7988 39.2144 28.5426 23.2362 13.2579 9.50336 9.97836 87.1902 36.468 13.8227 11.7424 8.15373 5.83915
internal_count=4034 3277 1899 247 1652 943 293 64 229 209 135 709 294 213 139 114 415 380 341 280 233 134 81 99 650 356 185 128 92 68
is_linear=0
shrinkage=0.00243348


Tree=410
num_leaves=31
num_cat=0
split_feature=0 4 0 0 2 0 2 2 0 4 1 1 1 2 2 2 3 3 0 1 4 2 0 4 2 2 4 1 3 2
split_gain=2.18954 1.94989 3.01027 5.22113 4.39299 2.36529 2.05103 3.79723 4.23065 4.49653 3.86922 3.77286 3.11725 2.68933 2.39645 3.3461 2.25423 4.085 2.33708 2.1907 1.90852 2.03484 1.82254 1.77522 1.83781 2.68099 2.19215 3.89325 2.1719 1.89655
threshold=102.70985441565001 42.094663496250007 86.329079026800017 86.83719761350001 -0.097294999999999993 76.451683855550016 -0.06483499999999999 -0.086139999999999994 86.256490657300006 41.535369675400013 63.154569942350008 65.687097501250022 62.020040611300011 -0.079634999999999997 -0.053159999999999992 -0.044409999999999998 0.084360000000000018 0.086520000000000027 96.851704149400021 72.752365468100024 40.098777110850008 -0.073609999999999995 86.643628628100018 39.792680591700012 -0.14429 -0.24468499999999999 35.782584506850007 78.285212300550015 0.084565000000000015 -0.10946499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 22 -3 -1 7 23 9 -9 12 -12 -10 -13 -8 -16 19 18 -18 -17 21 -15 -4 24 25 26 -7 28 -28 -26
right_child=-2 2 3 -5 -6 6 14 8 10 -11 11 13 -14 20 15 16 17 -19 -20 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-0.0016672415832299223 -0.00088869707553627757 0.00012088453377942615 0.00067592031895824056 -7.7557852553292953e-05 -0.001545902762249494 0.0012890353489935133 0.0014046225801605718 -0.00057978573995073109 -0.00082098925271788616 0.0022510698804125446 0.0018434090010700913 -0.0027828287519471562 -0.0040578267253003663 -0.0030420867767634785 -0.0012854426610105691 0.0013725917479120236 -0.0037568374404093499 0.00048194090082953302 4.6213302474710453e-05 -0.00055596327365347404 0.00087525979131443008 5.3650867630967861e-05 0.0022511913055024329 0.00070680380422523609 0.0011329063654810507 -0.0031316011972353452 -9.2814896970948115e-05 0.0016060484449572244 -0.0030729709802020462 -0.0001678483396473143
leaf_weight=2.932022239197976 9.0131936741527152 19.921795778907835 7.8964694663882238 52.162619847571477 13.99370621377602 3.5003620069473964 17.279688721522689 6.9687957060523313 2.8193765580654171 5.0164046585559845 2.9662158116698256 3.2876533996313801 3.4261956438422203 2.0108850672841045 5.2731409482657901 23.707299876026813 1.9224404003471129 50.342069621197879 1.4918159507215021 3.5159191738348445 3.6819141283631325 2.4466440193355092 7.391925036907196 52.255241894163191 10.843000447377559 1.9065544132608874 2.0472246613353491 2.2865518219769001 3.3537404728122056 12.595632452517755
leaf_count=245 977 242 34 690 292 27 81 35 18 24 12 56 27 30 31 126 30 300 18 41 18 33 58 290 62 47 15 15 51 109
internal_value=0.000219977 0.000250327 -1.27485e-05 0.000265858 -0.00056684 0.000367352 0.000393871 0.00019283 -0.000472355 0.000605069 -0.00109802 -0.000447737 -0.00259665 -0.00104247 0.000629633 0.000474373 0.000588967 0.000318261 -0.00209514 0.00112352 -0.000339506 -0.0013429 0.00143756 0.000437243 5.16744e-05 -0.000632492 -0.000206613 -0.000887627 -0.00194335 0.000433897
internal_weight=338.257 329.243 101.367 67.451 33.9155 227.877 224.945 121.412 32.6241 11.9852 20.6389 14.3933 6.24557 11.4271 103.532 86.2527 80.9795 53.7563 3.41426 27.2232 8.13944 4.45753 15.2884 88.7883 36.5331 13.0944 11.1879 7.68752 5.40097 23.4386
internal_count=4034 3057 1316 782 534 1741 1496 869 253 59 194 149 45 137 627 546 515 348 48 167 81 63 92 616 326 155 108 81 66 171
is_linear=0
shrinkage=0.00227998


Tree=411
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 4 1 4 3 2 2 3 3 0 1 3 3 2 0 0 4 2 3 0 3 4 4 2 2 2
split_gain=2.09932 2.88464 2.27476 2.2959 2.01923 1.78782 2.46483 1.63861 1.6086 1.75562 2.68244 1.7914 1.74886 1.56616 1.69372 1.5038 3.77981 7.00524 2.33987 2.36573 2.1928 2.54596 2.38971 1.90139 2.52039 2.0376 2.42448 1.71365 1.56712 1.71743
threshold=70.171445662850019 94.773526014550015 85.667718326750006 61.923256118600001 107.57327517365 39.110279783550006 71.096275259700022 44.756878345700009 -0.10747999999999999 -0.048954999999999992 0.22598000000000004 0.097015000000000032 0.098075000000000023 94.203572890950014 70.776348742200014 0.093325000000000033 0.087555000000000022 -0.048954999999999992 93.692765846100016 90.767723400200012 43.572676689450006 -0.102645 0.081280000000000019 86.565663342300013 0.10111000000000002 41.872294782850005 42.686561923500008 -0.22403500000000001 -0.117885 -0.081354999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 8 -2 13 -5 -3 -10 12 -12 -11 -7 -15 16 20 -18 19 23 27 22 -22 24 -17 -26 -27 -4 -29 -30
right_child=1 4 15 7 -6 6 -8 -9 9 10 11 -13 -14 14 -16 18 17 -19 -20 -21 21 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.00010789641258944149 -0.003093834936297361 -0.0017617505323990396 -0.00071153988212039883 -0.0017239020543574741 -0.0024032626699343803 0.0019910346572396152 -0.0024842529803429537 0.0011004021001970201 -0.00012223730102185282 0.0010450372228079481 -0.002803709752090695 9.7611009096701051e-05 -0.00045088676345546433 -0.0025693396236939918 0.0014320418560537359 0.0013512206555329205 0.00014504357608265139 -0.0024293669514795272 0.0020211503718077775 -0.00076990249755874186 -0.0010841606737247555 -0.0021575806795808526 0.0025234679897226412 0.0010833844019245661 0.00024208963982912416 -0.0031027242707283827 0.00014831088211395981 0.0015641443170613634 -0.00010850925899457107 0.00086503337440804815
leaf_weight=31.467573086265475 2.3941428312100452 2.5516349375247946 4.5594240464270106 7.2260698885656875 1.8532118725124735 1.9084694162011144 2.7417424169834703 1.3715026122517882 55.185682284645736 26.582130118622448 2.0038780090399078 2.9554072581231594 5.2517706262879065 1.4025402907282116 1.0291703678667543 8.4775910601019877 31.047094961628318 7.3317555785179129 6.7442895993590346 6.7773409113287917 2.2047681626863778 3.4324620012193909 1.9341888800263403 34.072772212326527 15.804410748183729 2.5689280442893496 2.5798688642680645 11.998726278543471 13.644365057349203 39.909518087282777
leaf_count=521 49 114 29 258 649 21 190 56 760 148 60 23 55 44 5 37 161 59 23 37 37 42 7 148 62 31 17 53 79 259
internal_value=0.000199546 -7.70975e-05 0.000325153 -0.000188508 4.55129e-05 -0.0013242 -0.000725953 -0.00127336 9.35196e-05 0.000144988 0.000545795 -0.00107471 0.000798248 0.000384786 -0.000875839 0.000431736 0.000261432 -0.000346762 0.000688351 0.000560453 0.000561906 -0.000649188 0.000601731 0.000702434 0.000261397 -0.000179541 -0.00147375 0.000692692 0.000790362 0.000616996
internal_weight=339.012 105.86 233.153 40.0651 96.3837 9.47607 7.08192 8.59757 94.5305 91.9789 36.7932 4.95929 31.8339 4.34018 2.43171 193.088 116.062 38.3789 77.0252 70.2809 77.6835 7.57142 4.13896 63.5036 29.4308 20.9532 5.1488 70.112 65.5526 53.5539
internal_count=4034 2118 1916 835 1809 309 260 314 1160 1046 286 83 203 70 49 1081 726 220 355 332 506 86 44 295 147 110 48 420 391 338
is_linear=0
shrinkage=0.00236883


Tree=412
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 3 3 0 3 4 4 0 2 2 3 3 4 3 1 0 3 3 0 4 2 2 0 4 4
split_gain=2.37712 3.22603 2.54926 2.81898 3.54796 2.63424 2.38489 2.26888 1.95087 1.93326 2.32007 1.96455 2.24189 2.02715 2.15083 1.68228 1.98707 1.94586 1.88091 3.11576 2.53458 2.21596 2.44379 2.74849 1.77052 1.59358 1.42856 3.14127 1.47584 2.04287
threshold=70.206395618550019 85.705356740550016 96.039789794050009 71.096275259700022 70.776348742200014 95.262825394300009 -0.10747999999999999 0.076615000000000016 107.57327517365 0.099465000000000012 34.41230404325001 42.558389508100007 100.15850764985002 0.22598000000000004 0.059320000000000012 0.10184000000000003 0.11531000000000002 39.664548207900005 -0.15572 61.982402197500001 71.131225215400022 -1.0000000180025095e-35 0.078905000000000017 78.626646483100004 37.999598532650005 -0.08786999999999999 -0.58994000000000002 98.674478761850011 37.828051409500013 40.206947806850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 5 -2 -4 -5 9 10 -8 13 -13 14 -12 18 -17 -18 20 21 -1 24 -23 -24 -20 -25 -11 -28 -29 -30
right_child=2 -3 6 7 -6 -7 8 -9 -10 26 11 12 -14 -15 -16 16 17 -19 19 -21 -22 22 23 25 -26 -27 27 28 29 -31
leaf_value=-0.0028622817511955653 -0.0026608446205916244 0.0005046799586018579 -0.0026499137047275739 -1.9834298131774917e-05 0.0017773775254450552 0.0015325582204685116 -0.0029461599066054967 -0.0026741561036224088 -0.0024748472509968718 0.00091632777979553986 0.00048489215943524745 0.00038651519210960848 -0.0018437036213471167 -0.0014530121989865205 0.001669778225157077 0.0012514818653872313 0.00078882814665373082 -0.003021502720113243 0.00033392169579382961 -0.0024373678558233308 0.0007693182288397635 0.0021701641035597316 -0.0029148935397943806 -0.001253391514163715 -0.002957866490857536 0.00087795565368745771 -0.0030952129704947019 0.00096792971322701138 -0.0033300859475031675 -4.7757805017463555e-05
leaf_weight=1.2906959761166934 3.0346387084573525 196.0086285690777 1.8365296596311953 2.749491948168723 3.9298272356390953 1.2616606839001177 1.2091934233903874 6.3176263892091811 1.6367255755467329 3.0663507620338342 36.789276321185753 7.1532755154184979 4.2890388511586934 2.5480755344033232 12.114506775978951 8.135559441521762 1.6815781593322747 1.5161607889458535 1.4454457287210996 5.6468213698826721 10.007871750975026 2.7362362332642105 2.1031107236631206 3.1260918937623483 2.9676183497067541 6.2776478407904506 3.0329874139279118 3.65991891780868 1.6187188990879802 3.7208936437964439
leaf_count=115 98 1056 190 77 19 5 42 266 553 21 317 65 201 41 45 40 14 27 53 250 110 15 63 40 104 44 43 37 37 46
internal_value=0.000236881 0.000367147 -7.96893e-05 -0.0009313 0.000102558 -0.0014294 9.84423e-05 -0.00186927 0.00016088 0.000215348 0.000400285 0.000464624 -0.00044946 0.000667906 0.000778414 -0.000207217 0.000611199 -0.00101778 -0.00046775 -0.00085 0.000354461 -0.000369537 9.83647e-05 -0.000394292 -0.00187968 0.00016943 -0.000569817 -0.000948544 -0.000225082 -0.00104281
internal_weight=342.912 242.943 99.9687 17.2932 8.22613 4.2963 82.6755 9.06712 80.839 79.2022 64.1034 62.8942 11.4423 51.4519 48.9038 46.9348 11.3333 3.19774 35.6015 24.303 11.2986 18.6562 14.2431 11.5069 4.41306 9.40374 15.0989 12.0325 8.99953 5.33961
internal_count=4034 1931 2103 465 122 103 1638 343 1448 895 711 669 266 403 362 875 81 41 794 569 225 319 162 147 157 84 184 163 120 83
is_linear=0
shrinkage=0.00243902


Tree=413
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 4 0 0 4 1 0 3 0 4 4 2 0 4 4 2 2 3 4 4 4 4 2 3 4 2
split_gain=2.73803 3.80493 3.56332 2.15275 1.98645 1.96762 4.16617 3.58056 2.92361 2.2846 3.65132 3.43561 2.2729 2.14488 4.84641 2.59914 2.27661 1.96268 1.92362 1.90988 2.93477 2.15343 1.82706 1.98655 1.78531 2.5591 2.13273 1.6569 1.64048 2.01644
threshold=70.171445662850019 85.995710218650018 94.773526014550015 -0.10747999999999999 107.57327517365 41.942745071500006 75.462331263550013 85.812895065800021 42.434124620650003 58.167480110400007 85.121961326250016 0.093325000000000033 85.791387400750025 47.927946529500012 42.719328117250008 -0.55354000000000003 67.04476885710001 38.064633603500006 48.96897326980001 -0.048954999999999992 0.22598000000000004 0.091935000000000031 44.262924377150007 47.927946529500012 38.969453495950006 40.280372415600006 -0.086139999999999994 0.097015000000000032 38.244973486750006 -0.116995
decision_type=2 2 2 2 2 2 2 2 2 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 19 6 -1 8 -7 -8 11 -11 13 14 -10 -16 -17 -13 -15 28 21 -21 -3 -24 -12 -26 -27 -22 29 -5
right_child=2 22 3 4 -6 7 9 -9 12 10 24 17 -14 18 15 16 -18 -19 -20 20 27 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0019794627229637648 -0.0011403505800856254 0.00050928331197316445 -0.0015302339191450433 -8.6103895216919934e-05 -0.0019401303988670949 -0.0022772528278402629 0.0015442950756374724 -0.0023954757801873741 0.0010787261518467163 -0.0022933771118117752 0.001579052677670496 0.0010115391261389332 0.002079462771221854 0.0012568397287503555 0.0012433404693220915 0.001652355068923124 -0.0021092960362121228 -0.0010890489544238117 -0.00042110496551788765 0.00097227855089708037 -0.0022536797310483592 -0.00014891908283751797 -0.0017791562006299921 0.00055766812067380438 -0.00083979271752413691 0.0012532785960233817 1.8644827499567061e-05 1.4185489903474322e-05 4.446391839144604e-05 -0.0021604634941439073
leaf_weight=3.0057407577987751 10.032576740719376 162.65519736893475 3.0319797370466395 4.1590453076642007 1.7031758559751313 2.2711828756146195 5.155053198337554 3.0126423649489871 4.030551858711994 3.6274389089085144 4.9051359854638603 3.4737353548407555 1.7677727416157711 5.5116098374128324 1.1622072607278884 0.63859400991349513 7.4996573687531054 3.0602125404402614 4.5720051974058151 24.311407460831106 1.9818893405608822 8.4412660871166718 2.7041477044112971 2.6196426153182983 5.4804894700646427 10.164368174970155 10.306923426687712 2.9062210414558649 48.786321672843769 2.9156478601507834
leaf_count=227 309 835 210 82 553 55 21 39 40 82 20 23 5 20 4 11 312 26 34 127 60 76 43 15 30 31 43 23 598 80
internal_value=0.000199034 0.000309956 -5.46565e-05 5.62215e-05 0.000106745 -3.43352e-05 0.000202263 -0.000416257 -0.000199065 0.000344287 0.000193474 -0.000800874 -1.16351e-05 -0.00016951 -0.000672937 -0.00143206 -0.00181413 2.77165e-05 0.000496044 0.00014403 0.000477011 0.000683315 0.000473198 -0.00062929 0.000520919 0.000320921 0.000631663 -0.000905323 -8.03428e-05 -0.000940996
internal_weight=355.894 247.624 108.27 98.237 95.205 79.6453 49.1791 30.4662 27.4536 46.1734 41.0183 10.1614 25.1824 23.4146 13.331 9.30046 8.13825 6.53395 10.0836 93.5018 37.6408 32.7527 167.979 5.32379 30.8569 25.9518 20.4713 4.88811 55.861 7.07469
internal_count=4034 1916 2118 1809 1599 1023 503 520 481 276 255 131 426 421 367 327 323 49 54 1046 286 203 893 58 124 104 74 83 760 162
is_linear=0
shrinkage=0.0019125


Tree=414
num_leaves=31
num_cat=0
split_feature=0 0 1 4 2 3 0 1 0 1 4 2 1 0 1 2 0 0 3 3 0 4 1 2 3 1 2 0 1 1
split_gain=3.10716 3.66022 3.01384 2.89613 3.50351 3.07766 2.78071 4.15791 2.64233 3.24091 4.15294 2.56549 2.6836 2.3289 3.32693 5.22031 2.28389 3.42603 2.26536 2.17892 2.03407 2.17671 6.63808 2.60361 2.01588 1.96458 1.8659 1.79066 1.71376 2.69821
threshold=93.953546284800012 85.667718326750006 61.87486387225001 38.244973486750006 0.26941000000000009 -0.10747999999999999 94.940210418650011 71.397382570300024 93.805681087600007 69.873026810350026 33.96174662340001 -0.079634999999999997 81.479100559500012 102.21786657775002 75.408562100950022 -0.095854999999999996 93.399723909900004 91.066142252700018 0.092835000000000015 0.10608500000000003 90.407470010750018 38.625745710700009 64.02831883475001 -0.14259499999999997 0.087125000000000022 71.787208999250012 -0.039434999999999998 76.451683855550016 75.634392583900009 78.285212300550015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 6 5 -5 -2 -8 9 16 -11 13 19 14 15 -7 17 20 -9 25 21 24 -23 -24 -3 26 -13 -1 -16 -30
right_child=3 8 -4 4 -6 11 7 18 -10 10 -12 12 -14 -15 28 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00050173834990840905 -0.0023491621929344368 6.6494833739519322e-05 -0.0010872017788300049 -0.002234912129788155 -0.0027881553790291935 -9.5361398698383777e-06 0.0010677674192771825 -0.0023040315140576105 0.0017964200716671249 0.0026220816064372126 -0.0019860414496079303 0.00092667950176577457 -0.001426007791939831 -0.0015761649385174785 0.0015375231339761336 -0.0024677943086689508 0.0016806712458109383 -0.00047493626802341192 -0.00046243286352895383 -0.0009023152989156044 0.0014160891363854081 0.00047388077143925491 -9.1311968634582829e-05 -0.0025132701808966672 0.0014705475723112696 0.001024401533494974 -0.0014573277861978059 0.00049653355709076833 -0.00057761120003637625 0.0010660905788481281
leaf_weight=11.822649677516891 3.6725941263139275 5.9746991619467762 11.478679583407937 2.2064036630326873 1.7266300348564971 15.387164566665886 5.5935039855539825 4.0579685463453634 6.0302112977951756 1.0008662343025196 4.41419512568973 2.6651427550241351 2.6571848202147512 4.2058312977896994 5.6087042950093773 4.7059497344307628 6.2675191294401875 16.009994993917644 8.8936156278359686 3.2877345122396937 9.8308109045028669 122.01924625784159 3.1973733752965927 4.3994582779705516 14.916073583066462 32.133241407107562 2.8174606598913661 20.483213080093265 8.4553542593494075 8.2132115419954044
leaf_count=346 44 31 341 136 49 208 24 269 29 2 96 19 217 406 23 88 21 116 164 36 54 647 20 43 58 163 45 155 81 103
internal_value=0.000211434 0.000345209 -0.000188215 -6.21795e-05 9.44684e-05 0.000148367 -0.000725429 -0.000403871 0.000465562 0.000422881 -0.00113432 0.000206706 0.000563015 -0.000126535 1.73608e-05 -0.000585278 0.000469057 0.000425995 -0.00103944 0.000692226 0.000515955 0.00045716 0.000358548 -0.00149391 0.00106899 0.000831594 -0.00029844 0.000131206 0.000560914 0.000232301
internal_weight=354.133 237.845 43.7845 116.288 94.07 92.3434 22.2177 18.5451 194.06 188.03 5.41506 90.137 43.5608 46.5762 42.3704 20.0931 182.615 176.348 12.9516 40.9036 160.338 150.507 129.616 7.59683 20.8908 37.6158 5.4826 32.3059 22.2773 16.6686
internal_count=4034 1959 842 2075 1574 1525 501 457 1117 1088 98 1389 480 909 503 296 990 969 433 263 853 799 710 63 89 227 64 501 207 184
is_linear=0
shrinkage=0.00204248


Tree=415
num_leaves=31
num_cat=0
split_feature=2 4 4 0 1 1 1 3 2 3 3 3 4 4 4 2 4 3 3 4 4 1 3 1 0 2 4 2 3 1
split_gain=0.431077 0.532001 0.867619 0.401936 1.43258 1.05761 2.88626 0.913551 1.69011 0.88491 2.14526 0.823832 1.16333 0.817836 1.45742 0.717317 2.00006 2.19212 3.19586 2.83012 2.38721 2.4714 2.34235 2.56413 2.06213 1.79045 1.68627 1.68146 1.63753 1.63625
threshold=0.36215000000000008 38.625745710700009 38.334060527150008 76.451683855550016 55.917240655200011 58.167480110400007 60.613977009100005 -0.25095999999999996 -0.23349 -0.15572 0.049900000000000007 -0.27628999999999998 33.96174662340001 32.724174661450007 30.317390213800007 -0.06483499999999999 39.458743938000005 0.083365000000000022 0.08674500000000003 40.137820134150012 41.50623664750001 62.084563606450011 1.0000000180025095e-35 62.046925192600007 85.995710218650018 -0.075639999999999999 40.890797847750008 -0.076484999999999984 0.084360000000000018 62.837331883000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 8 -1 -9 -11 12 -8 14 -13 25 29 22 28 -20 24 -22 23 -18 -21 27 -25 -15 -19 -17
right_child=1 -3 -4 5 -6 6 11 9 -10 10 -12 13 -14 15 -16 16 17 18 19 20 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.040044955220727263 -0.034300779593592221 -0.041537486002353838 0.03317095270348152 0.016345258683126716 -0.033729339895481041 -0.034977396299770348 0.019538944325458839 0.025220678305616407 0.023787385075486622 -0.036368368847896571 0.019681413902150509 0.0076728264274750282 -0.03388443067014324 0.00080637851230014161 -0.047186896366468327 0.027253741413580761 0.016725091856631853 -0.00057527395653154218 -0.021021381383383622 -0.013309186685845791 -0.031663563149249938 5.0264464617310505e-05 0.019541450400376196 -0.004379340563467355 0.015032293228733177 -0.01101787595032395 -0.046509272957959431 0.026209136499648202 -0.041729777835717553 0.0072301971048419024
leaf_weight=1.262646082206629 0.3922326168976713 0.55161355395102873 0.39734454080462456 4.7056023189797989 1.5626424895017406 2.2952411721926174 0.5874216715455981 1.876454190234653 0.6511450734687968 1.1908386717550445 1.7415072130970655 1.0311594064260128 1.5004745839687528 132.98109683371149 0.97650189336854953 5.0257882326841381 3.4406314045190838 1.4699177512084123 5.9083080353448159 3.1648461027070907 3.1669583376497057 12.957125190514487 10.829842505801933 2.5103585881297477 16.631942591047846 13.378358730638864 1.6182381102407815 2.7546052997931829 3.141274351219181 26.58246187842451
leaf_count=34 67 38 4 32 209 61 10 30 49 84 28 47 50 2012 41 29 18 27 72 19 47 207 154 23 111 132 58 12 82 247
internal_value=0.000911352 -0.0172878 -0.000346499 0.00100348 -0.0059731 0.00122869 0.000946367 0.000478736 -0.0183267 0.00796288 -0.00308065 0.00127663 -0.018854 0.00144641 -0.0190103 0.00161366 0.0037764 0.000540668 -0.00318392 -0.000380882 0.00301409 -0.0061787 0.00994175 -0.00379324 0.0105014 0.000214787 -0.0208925 0.0013219 -0.0286109 0.010414
internal_weight=266.285 1.34119 0.789577 264.943 8.28523 256.658 251.953 6.72259 1.91379 4.8088 2.93235 249.657 2.0879 247.569 2.00766 245.562 96.4477 64.8394 46.4404 41.8292 35.9209 16.1241 18.3991 7.56923 19.7968 149.114 4.1286 135.736 4.61119 31.6083
internal_count=4034 109 71 3925 434 3491 3459 225 83 142 112 3398 60 3338 88 3250 1094 818 565 456 384 254 253 99 130 2156 81 2024 109 276
is_linear=0
shrinkage=0.0321822


Tree=416
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 4 1 3 4 4 1 2 3 3 0 0 0 0 4 4 2 2 3 1 3 3 0 3 0 4
split_gain=0.444458 1.93563 0.928594 2.05194 1.28713 2.08127 1.17154 1.13107 0.972462 1.27996 1.18392 2.34868 1.80983 1.15251 1.58944 1.40688 0.863182 2.79918 1.23207 1.59114 1.57245 1.32525 1.5492 1.4133 1.12537 1.23869 2.33116 1.30801 1.40674 1.75419
threshold=66.590419433100024 66.351146659450009 91.937202686950016 91.394134144600017 67.300172379550006 47.927946529500012 67.192634054300015 0.12535000000000004 43.89540535710001 47.709122305950011 69.873026810350026 -0.10051499999999999 0.079470000000000027 0.089505000000000015 95.808582394800013 95.469836670350006 93.133566555000002 93.692765846100016 38.244973486750006 37.828051409500013 0.22598000000000004 -0.061874999999999999 0.11922500000000003 70.332753150650021 0.092650000000000024 0.087715000000000029 96.039789794050009 0.088145000000000015 94.940210418650011 40.890797847750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -4 8 10 -10 11 -8 -13 14 15 -11 -12 -18 19 -19 21 22 24 -23 25 26 -20 -27 -29 -30
right_child=2 -3 6 -5 5 -7 7 -9 9 13 16 12 -14 -15 -16 -17 17 18 20 -21 -22 23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.0011619091786278255 0.012222640778375369 0.020671817262314842 -0.037069398067135266 -0.033721089797912052 -0.035832704884168898 0.016901350395345512 0.023918184578077546 -0.020928072962061901 -0.029070887325752921 -0.030275605102615965 0.029135199546216205 0.014785080808554752 -0.011248415727800465 0.02092151707894746 -0.034620868974879856 0.026318750256871654 -0.035035301663825499 -0.0035782014546698608 -0.030959281771018476 -0.0334194507255791 -0.018644834658310606 0.024260803959385895 0.026288712140652898 0.0052974431199141097 -0.0084752528605122664 0.025096265339318274 0.0010900382488640834 0.018285087372184382 0.0073437366038226082 -0.021588735117760313
leaf_weight=148.52291194791906 2.6256310157477847 3.8833092935383311 0.62943491525947948 1.9832661307882515 1.4487024209229278 0.90483914734795678 4.8756545335054389 1.8413617016049091 1.8337725363962807 0.48814961477182872 0.75483690854161878 3.4891254380345327 4.6167699843645096 1.1912967738171572 1.2021071882627437 0.98947251029312611 1.6786759004462499 13.263992973879793 2.0358352549373988 1.4778597563563369 2.597326378512661 3.3646283075213601 1.5660241246223439 22.370563317643246 11.468801473267375 2.6107851918786755 9.9123022286803444 3.1689368556253594 4.034280990366824 2.542244094540365
leaf_count=1640 17 30 8 54 65 7 19 69 301 54 5 15 27 23 220 4 21 414 69 58 75 18 7 262 172 27 246 23 33 51
internal_value=0.000702784 0.00165902 -0.000610552 -0.0102556 -0.000908942 -0.0155586 3.51212e-05 0.000261046 0.000645321 -0.0102968 0.00129672 0.00895675 -4.2481e-05 -0.00140314 -0.0113278 0.00762215 9.64454e-05 -0.000170565 0.000557254 -0.00656976 0.00215711 0.00301371 -0.000269083 0.00777672 -0.00143169 0.00189204 -0.00437082 0.00794805 0.00335409 -0.0038405
internal_weight=263.373 152.406 110.967 6.96244 4.97917 2.35354 104.004 103.375 101.533 5.7048 95.8286 12.9815 8.1059 3.87103 2.67973 1.47762 82.8471 82.0923 80.4136 14.7419 65.6717 63.0744 37.3392 25.7352 35.7732 24.3044 11.9481 12.3562 9.74546 6.57653
internal_count=4034 1670 2364 143 89 72 2221 2213 2144 602 1542 61 42 301 278 58 1481 1476 1455 472 983 908 628 280 621 449 315 134 107 84
is_linear=0
shrinkage=0.0272798


Tree=417
num_leaves=31
num_cat=0
split_feature=1 0 3 3 0 0 0 0 1 1 1 0 0 1 1 3 3 3 1 0 0 1 0 0 0 3 2 2 4 0
split_gain=0.578614 0.429483 1.03343 1.00125 0.505082 0.601045 0.502627 0.441281 0.374464 1.68585 0.841726 0.819661 1.23805 1.89406 0.930135 0.880231 0.954246 1.44911 1.47202 1.88247 1.32127 2.53947 1.6319 1.82731 1.813 2.34926 1.23897 1.02691 1.12096 0.984825
threshold=54.879495816850003 102.89804648475001 0.090735000000000024 0.089835000000000012 105.33378955095002 104.91170162450001 103.48144189910001 102.64264296240002 66.590419433100024 66.351146659450009 65.687097501250022 92.313586825200005 90.767723400200012 67.300172379550006 67.649671936450019 0.12535000000000004 0.11379500000000002 0.10932000000000001 68.20618276945001 92.805574663100018 93.399723909900004 69.873026810350026 93.805681087600007 93.953546284800012 94.625660817400004 0.10371000000000001 -0.011675 -0.16048499999999999 36.010074051050005 93.692765846100016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 6 -3 8 9 10 -2 12 13 -10 -14 16 17 18 -13 -20 -21 29 -23 -24 25 27 -19 -25 -29 -22
right_child=1 2 -4 -5 -6 -7 -8 -9 11 -11 -12 15 14 -15 -16 -17 -18 26 19 20 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.028262997133732093 0.0014958341909737062 0.0030270655795635011 -0.031129833134729668 0.024608234990879021 -0.027896568152840289 0.026677943969546057 -0.031875850437813914 0.013494624735667799 0.018658461979425337 0.020214508218416038 -0.011978016414537719 -0.024530723827008011 -0.033618685841445742 -0.022151199479664836 -0.0081090896019569772 -0.019223754881465417 0.013677898162122837 -0.002466913811883032 0.027473739430739628 -0.022427590009396394 0.028978142846991187 -0.02361280686360764 0.01982904911822168 0.0042352602489287242 0.0006762062998718107 0.025268486273505905 -0.04024853185386966 0.00099202937806665671 -0.035590459295424058 0.0071913101119322267
leaf_weight=0.52721185539849003 144.15462453622604 0.81898774910951011 1.092341379902791 0.90759277442703012 0.76849611090437964 0.4455707404995336 0.51147177180973813 2.0907073332928112 2.258041528984903 3.6322735473513594 3.6270609758794299 1.7448503514751781 1.8588529790285973 1.4096055907430125 2.6395165190333501 1.7492987955920387 4.0436724573373786 1.4173822440207007 2.0161782656796268 1.8814147559460241 3.0769490823149672 2.2514403917593873 3.4687101067975155 0.88431071466766287 61.489158637123182 0.9192352034151553 1.2433351315557946 0.79093995131552119 3.3311011445475742 3.2613668022677302
leaf_count=125 1487 20 217 20 597 6 100 33 13 30 28 22 44 62 37 50 29 24 12 21 12 27 25 15 804 6 19 5 114 30
internal_value=0.000647078 0.000705749 -0.00771183 -0.000301758 -0.00918676 -0.00109095 -0.0103907 0.000855621 0.000751238 0.00162212 0.00116514 -0.0005449 -0.00893816 0.00297388 -0.0186504 0.000187599 0.000557412 -4.70212e-05 0.000580523 0.00110607 0.000452612 0.000994268 -0.000459426 0.000275985 -0.000730084 -0.015323 -0.020122 -0.0227762 -0.028571 0.0177678
internal_weight=260.312 259.784 4.54446 3.45212 2.54453 1.77603 1.33046 255.24 253.149 151.414 147.782 101.735 8.16602 3.66765 4.49837 93.5693 91.82 87.7764 85.1157 83.3708 81.3546 79.4732 73.1349 70.8835 67.4147 5.92559 2.66072 5.00635 4.12204 6.33832
internal_count=4034 3909 960 743 723 126 120 2949 2916 1545 1515 1371 156 75 81 1215 1165 1136 1093 1071 1059 1038 996 969 944 140 43 134 119 42
is_linear=0
shrinkage=0.0276241


Tree=418
num_leaves=31
num_cat=0
split_feature=1 0 2 4 0 0 1 3 2 2 0 2 1 1 1 3 2 4 4 2 3 1 2 2 0 2 2 3 3 1
split_gain=0.520202 0.387219 0.91334 0.879316 0.453483 0.461877 0.985683 1.33477 0.926069 0.98436 0.885544 2.56412 0.674516 1.26926 1.86724 2.08313 0.704538 1.79653 1.36397 1.21446 2.01687 2.00747 1.23955 2.13951 0.781767 0.756075 1.73954 2.39948 2.16974 0.887283
threshold=54.879495816850003 102.70985441565001 -0.086139999999999994 40.00488309970001 102.31465107045001 98.142164052000012 77.086159974350025 0.10828500000000003 -0.59681499999999998 -0.50001499999999999 101.10215645365001 -0.026144999999999998 75.408562100950022 75.634392583900009 76.279622535200005 0.082535000000000011 0.20949500000000004 39.861052345600008 40.137820134150012 0.13747000000000004 0.11379500000000002 62.041548276350007 0.12427500000000002 0.086310000000000026 89.953120586650016 0.048475000000000011 0.0023400000000000005 -0.046510000000000003 0.09551500000000003 71.096275259700022
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -8 -10 11 -11 16 -14 -15 -16 19 24 -19 22 21 -21 23 25 -18 26 29 -28 -29 -2
right_child=1 2 3 -5 -6 6 8 -9 9 10 -12 -13 13 14 15 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.035948415001629749 0.0020598606436581786 -0.036131779194418581 -0.036027526092551811 0.0079520967555358132 0.013806736645095434 -0.02529012753279394 0.02231764504792786 0.0056835226055789575 -0.040499079266591936 0.0046552844294597629 0.0065267333094095594 -0.046587285208443824 0.02552965654650613 -0.027761512315648891 -0.040091806220531552 0.022529503289634802 0.033727268652223585 0.019219116605042805 -0.039471036540498439 0.0035972658378450079 0.015590262305420113 -0.043845982606373964 0.028663354634311744 -0.030151831787239972 0.0088475112694000359 0.010842270795087644 0.023368582522939677 -0.052322405382782294 -0.0038792246767136848 -0.0066788558667859365
leaf_weight=0.47797006217297067 161.65842105768388 1.170366760517936 0.69570584941538927 2.9662669100507628 3.3840181790292254 4.8766763056628433 2.1832704832777425 2.6682935995049775 0.78809677390382127 3.9394145413534716 9.3560723008122277 1.7473997388733469 4.0439396910369378 2.0218835433479398 0.78449948714114714 4.0996985386591405 2.8971308730542642 0.78719705063849721 1.3039056230918502 1.7379319465253491 1.9919247888028619 3.0383002597372979 1.987144250422715 2.7444950505159786 3.4061203240416944 9.4946286999620479 1.3426095156464724 2.4992823987267903 2.1168018393218517 15.811458320880773
leaf_count=125 1627 519 211 247 30 124 18 31 19 51 153 29 20 18 75 49 24 15 34 20 13 42 14 36 24 65 13 54 15 319
internal_value=0.000747897 0.000816001 -0.00905647 -0.000403203 0.00100478 0.000831027 -0.00365274 -0.0143362 0.000821868 -0.00214264 -0.000133148 -0.0110901 0.00134317 0.00986501 0.000692379 0.0124713 0.000904701 0.0109015 -0.0173771 0.000494198 -0.0141709 -0.0265828 0.000996364 0.000715386 0.0202829 0.0011545 0.00065304 -0.0180585 -0.0301078 0.0012813
internal_weight=258.021 257.543 4.83234 3.66197 252.711 249.327 25.5592 7.54497 18.0143 15.831 15.0429 5.68681 223.767 10.95 6.90608 4.8842 212.817 8.39435 2.0911 204.423 6.76816 4.77623 197.655 195.668 6.30325 192.923 183.429 5.95869 4.61608 177.47
internal_count=4034 3909 977 458 2932 2902 425 155 270 252 233 80 2477 162 142 124 2315 97 49 2218 75 62 2143 2129 48 2093 2028 82 69 1946
is_linear=0
shrinkage=0.0352078


Tree=419
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 4 4 4 0 4 0 4 0 0 4 4 2 0 4 1 0 3 4 4 2 3 2 2 3 3
split_gain=1.99666 3.44631 1.97617 1.53577 1.50178 1.79681 1.46996 1.54684 1.40276 1.40141 3.46111 2.4784 2.39853 1.78978 1.55106 3.46814 2.50509 2.62281 1.97482 1.4527 2.42501 2.49651 1.71126 2.2391 1.89727 1.36764 1.29624 2.24554 1.72037 1.41904
threshold=70.171445662850019 94.773526014550015 85.995710218650018 107.57327517365 39.110279783550006 42.360359531950003 44.262924377150007 47.927946529500012 94.203572890950014 41.942745071500006 85.812895065800021 42.434124620650003 75.462331263550013 85.791387400750025 47.927946529500012 42.719328117250008 -0.55354000000000003 67.04476885710001 48.96897326980001 58.167480110400007 85.121961326250016 0.093325000000000033 38.969453495950006 40.280372415600006 -0.086139999999999994 0.094375000000000028 0.22598000000000004 -0.048954999999999992 0.097015000000000032 0.10608500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 26 -2 8 -4 -8 -6 12 11 -11 -1 14 15 -13 -17 -18 -16 -14 21 -21 -22 -24 -25 -26 27 -3 -28 -29
right_child=1 3 6 -5 5 -7 7 -9 -10 10 -12 13 19 -15 18 16 17 -19 -20 20 22 -23 23 24 25 -27 28 29 -30 -31
leaf_value=-0.002883188898383428 -0.0037067498885008042 -0.00015788399887815041 0.00062585979802750344 -0.0028620005891554137 0.0020295454747178486 -0.0029982559551948499 -0.0025199991202319461 0.00068333668738090566 -0.0013144967746386517 -0.0032851782432553149 -0.0034685774090888635 0.0014054515270208764 0.001994730043385161 0.0029577494031829249 0.0019253309488504117 0.0019684126473519109 0.0029363281029806277 -0.0030859370922779426 -0.00066107757426827512 -0.0032622369999010144 0.0022532036422549667 -7.4070331346359563e-06 -0.0013054187962518009 0.0016885006057770543 0.00091407464432507438 -0.001201395165440931 -0.0033184856703164004 0.0010324131553483096 0.00018947609657472529 -0.00082924230091303397
leaf_weight=1.7943131786305446 2.3504162584431452 51.270743969478644 146.43067007698119 1.3994028390734445 1.7017241730354724 2.4408779649529606 2.4744890071451655 2.3476892486214638 2.4397564902901649 1.8715000464581013 2.808229746297001 3.8331755246035808 4.3832178786396971 1.6252317577600468 5.108117923140524 1.1625074148178178 0.63767959107644046 6.1699582461733371 4.3841137886047363 2.7471230202354473 4.5813763216137913 5.9891980933025479 5.0561610981822041 9.7462770417332703 5.2374854013323731 4.5762499421834946 1.9883527501951892 27.101531693362634 2.5502610108815134 3.7215031548403195
leaf_count=227 49 819 835 649 20 186 43 15 54 55 39 40 21 5 20 4 11 312 34 82 20 49 30 31 21 22 82 193 23 43
internal_value=0.000244753 -9.39022e-05 0.00039203 7.58694e-05 -0.00176699 -0.00107434 0.000575286 -0.000960447 5.95619e-05 5.51088e-06 -0.000494092 -0.000157171 0.000318113 9.8233e-05 -0.000119999 -0.000804183 -0.00186689 -0.00252182 0.000730764 0.000453853 0.000275806 -0.00103088 0.000666786 0.000371534 0.000805018 -7.23916e-05 0.000123326 0.000204633 -0.00134735 0.000807641
internal_weight=319.929 96.9646 222.965 88.0318 8.93277 6.58236 151.253 4.82218 4.14148 71.7119 27.6005 24.7923 44.1114 22.9208 21.2956 11.8033 7.97015 6.80764 9.49223 42.3171 37.9339 8.73632 29.1975 24.6162 19.56 9.81374 86.6324 82.0938 4.53861 30.823
internal_count=4034 2118 1916 1809 309 260 893 58 74 1023 520 481 503 426 421 367 327 323 54 276 255 131 124 104 74 43 1160 1055 105 236
is_linear=0
shrinkage=0.00282697


Tree=420
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 0 0 1 4 4 3 4 4 0 3 1 2 3 0 1 4 1 4 4 1 4 4 0 2
split_gain=2.21597 2.22957 3.36514 3.20957 2.80904 2.23743 1.78125 3.05041 2.28487 3.02907 2.18374 2.10854 1.86817 1.72992 3.753 2.97263 2.62565 2.23434 2.8631 2.25718 2.34186 2.15181 1.78609 1.75862 3.78741 3.25159 1.7191 1.70888 5.36241 1.67789
threshold=83.740093847200015 85.667718326750006 66.590419433100024 90.407470010750018 61.87486387225001 65.687097501250022 91.937202686950016 91.394134144600017 67.300172379550006 47.927946529500012 43.89540535710001 0.12535000000000004 48.86568841230001 42.198888176300009 86.329079026800017 0.097450000000000023 61.987779113750001 -0.102645 0.087555000000000022 85.812895065800021 62.025417527550012 42.779078631750004 61.901748453550006 40.241071441700008 38.625745710700009 62.084563606450011 40.563919884450009 40.664404858950007 85.812895065800021 -0.091179999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 13 7 8 -4 -10 11 -8 -12 16 17 21 22 -15 -19 -20 -21 -16 -3 24 29 -26 -25 -24 -29 -18
right_child=-2 2 6 -5 -6 -7 10 -9 9 -11 12 -13 -14 14 15 -17 23 18 19 20 -22 -23 27 26 25 -27 -28 28 -30 -31
leaf_value=9.3427043808194714e-05 -0.0016472860708469826 0.00089027421597019662 0.0011590137911468503 0.00167724905233279 -0.001162764767641618 -0.0011375003787217745 0.00023561738856001929 -0.0027845642742635626 -0.0030687195209131522 0.0012925285840203937 -0.0018206706934649722 -0.0018064720503638174 0.00030218812516079758 0.00080459194735132912 0.001768163640292262 -0.0008403285202321771 0.00028152279176603184 -0.0029346737047342532 0.00072998809254778551 0.00020065710153890828 -0.0028454419676122843 0.00037745319031913462 0.00036967581239241015 0.0019021451479926713 0.00044392361111311669 -0.0018727202572888942 0.0008668903611266706 0.00086877850696476092 -0.0023862911040964337 0.0017519051150171991
leaf_weight=34.338215024909005 2.9858110282802945 7.784889072179797 3.4461379013955575 10.441259272396563 11.142395345959811 4.1778483577072612 111.66850963653997 2.7683127934578806 1.9617892843671145 1.2210563756525514 4.9000144666060788 2.4418019186705342 3.2641887705540285 3.3571374565362921 8.9271587282419258 5.498130962252616 6.6998887807130805 3.2717989757657042 3.7192233726382238 2.1106183417141438 2.7428271044045687 12.792444139719008 8.2896508276462573 9.1133876442909223 6.5338179245591146 5.0968047827482224 45.063622459769249 4.2263606786727888 5.5100692100822926 8.1038054972887057
leaf_count=501 757 30 17 55 341 27 1038 54 55 7 236 55 135 17 66 27 31 40 25 15 33 61 34 36 24 32 196 14 38 37
internal_value=0.000217365 0.000233711 0.000302755 0.000511096 -0.00021433 0.000431524 4.41152e-05 -0.000867947 -6.75533e-05 -0.00139558 0.000114211 0.00019192 -0.000971915 0.000475565 0.000104349 0.000587594 0.000623529 -0.00076088 -0.00120459 -0.000544294 -0.00152078 0.000949061 2.00811e-05 0.000816748 0.00035707 -0.000571283 0.00104104 -0.000355728 -0.00097334 0.00108644
internal_weight=343.599 340.613 295.133 163.461 45.4806 153.019 131.672 9.3973 6.62898 3.18285 122.275 114.11 8.1642 148.842 42.4193 27.2177 106.422 15.2016 11.8445 8.57267 4.85345 21.7196 25.811 80.6113 26.4343 11.6306 54.177 18.0261 9.73643 14.8037
internal_count=4034 3277 2435 838 842 783 1597 133 79 62 1464 1093 371 756 284 154 472 130 113 73 48 127 116 356 124 56 232 86 52 68
is_linear=0
shrinkage=0.00217391


Tree=421
num_leaves=31
num_cat=0
split_feature=0 1 4 2 1 4 4 1 0 2 2 0 2 4 2 2 0 1 0 4 0 4 2 2 0 0 2 4 1 3
split_gain=0.370115 1.11474 0.971459 0.714326 1.21182 1.67658 1.58129 1.344 1.92094 0.860656 1.38815 0.668514 1.24657 0.641538 1.44074 1.13886 0.586813 1.56503 1.19839 3.01379 1.10815 0.877735 0.739546 2.20575 2.02223 1.74427 1.72485 2.19853 1.66859 1.48747
threshold=85.667718326750006 61.853356207250009 35.171584490050009 0.18145000000000003 58.167480110400007 42.488347682450005 38.400997490450003 57.041016153700006 71.332859575200004 -0.23349 -0.23375499999999999 71.131225215400022 0.11704500000000002 44.756878345700009 -0.083064999999999986 -0.053159999999999992 85.812895065800021 62.025417527550012 85.995710218650018 40.636252116050009 86.135510041400025 41.385032804600009 -0.06828999999999999 -0.058374999999999996 86.329079026800017 89.813320763900023 -0.075639999999999999 39.337369931850013 70.897329358050015 0.12535000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 8 9 10 -4 12 -11 14 -3 -16 17 21 19 -18 -20 -2 26 25 -25 -24 29 -28 -27 -22
right_child=16 13 3 -5 5 -7 -8 -9 -10 11 -12 -13 -14 -15 15 -17 18 -19 20 -21 22 -23 23 24 -26 28 27 -29 -30 -31
leaf_value=0.021653161012651717 -0.010313395336648257 -0.036330209325664345 0.0096907639278412099 0.019160254181409719 -0.0030255556452560505 0.015438609724345855 -0.040996679955799406 0.016785722266956862 -0.034880883844861897 -0.0401703271138786 -0.036106819016893124 0.030342811068473901 0.037736110046440605 0.010055352816781179 0.007550208020800901 -0.027033276994829721 0.0063194574893865492 0.019525381081068046 0.011634662944175129 -0.026531708358363416 0.00079638771331114395 0.0084503987011747793 0.033456240364072888 -0.01936409958816545 0.0029070943530909252 0.023501960018134864 0.0036534560281275691 -0.031397993010789584 -0.036633977296988515 -0.021614744534748584
leaf_weight=2.1286466259625803 5.0356714725494403 2.4566399549366906 1.7650659038918095 1.6244982024654735 2.019307352602481 1.4403651263564823 2.5554140857420862 4.4675676375627518 1.7453503569122402 0.46672306070103964 1.1079695969820105 1.57558037340641 0.38588243722915649 1.0576920255552975 2.617826267844066 1.5646830131299783 6.0207930356264097 6.3224376346915951 10.10906591452658 5.4920814614742994 100.49768946414406 5.2237655594944954 4.1273119822144499 4.4613565132021895 69.747413381235674 1.0544586554169653 3.3072304907400385 4.1495937779254746 0.86286651346017595 3.141113043006043
leaf_count=81 24 182 51 17 14 25 53 33 101 91 22 5 1 58 41 67 27 46 58 58 1704 33 21 32 997 7 41 41 52 51
internal_value=0.000732731 -0.0026824 0.00110017 -0.00118398 -0.00306935 -0.0147356 -0.024236 0.00302518 -0.00569908 0.00390861 -0.00797081 0.0179644 -0.0049105 -0.0131415 -0.016837 -0.00538753 0.00116386 0.00697485 0.000711422 -0.00935181 0.00128651 -0.000759493 0.000739814 0.00308558 0.00156817 0.0217144 -0.000954721 -0.0158521 -0.00356141 0.000117145
internal_weight=258.532 28.9792 21.2824 19.1537 17.5292 6.01509 4.57472 11.5141 7.04657 5.30122 2.87304 2.42819 0.852605 7.69684 6.63915 4.18251 229.553 16.5819 212.971 11.5129 201.458 10.2594 191.349 80.2534 74.2088 6.04464 111.096 7.45682 1.91733 103.639
internal_count=4034 842 494 413 396 92 67 304 271 170 73 97 92 348 290 108 3192 103 3089 85 3004 57 2946 1109 1029 80 1837 82 59 1755
is_linear=0
shrinkage=0.0320699


Tree=422
num_leaves=31
num_cat=0
split_feature=1 4 0 1 0 4 1 0 2 0 4 0 2 0 4 3 4 1 0 0 1 4 2 3 0 1 3 1 4 3
split_gain=2.01949 1.33386 2.4553 1.87704 2.92932 2.2443 1.88106 1.74712 4.00446 2.49503 2.8759 2.33339 2.02377 2.00969 1.64734 1.44328 1.7423 1.86924 3.37676 1.84052 2.21835 1.83699 1.50589 1.84854 1.42045 1.41854 1.41272 1.39644 3.10367 2.48883
threshold=83.740093847200015 42.094663496250007 75.462331263550013 64.407391431150018 88.606203063300015 41.975471476700008 65.29995953045001 86.20003303655001 -0.097294999999999993 86.83719761350001 43.218894539100006 85.764502819450016 -0.083064999999999986 85.57631075030001 41.218101594450012 0.12535000000000004 40.80591513400001 71.397382570300024 96.163458868000006 97.39208423365001 77.946466576100008 39.952536079750011 0.17076500000000003 0.10220000000000003 67.04476885710001 73.553525990900013 0.088075000000000028 61.987779113750001 40.241071441700008 0.096665000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 6 -5 8 -3 10 -9 12 -10 24 15 16 17 -8 -19 26 21 25 -22 -24 -14 -21 -20 -4 -29 -30
right_child=-2 7 3 5 -6 -7 14 9 11 -11 -12 -13 13 -15 -16 -17 -18 18 19 20 22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0027463474234329221 -0.0020874475957066178 0.00021736467637363175 0.00012944277597405811 -0.0018960420183116498 0.0024093584647206733 0.0022237264087895236 0.00051378849118041139 0.0017998233861532911 -0.0031251399912532642 -8.6330136125051927e-05 -0.001154682504562368 -0.0033612797165761608 0.0026688839995149005 0.0016202479401521686 -0.00088170909212813276 -0.0017665713374772139 0.0013453469690414017 -0.0030812985141321276 -0.00019300904263239903 0.00024854312100796357 0.00064934944270406538 -9.1716316330572875e-05 -0.0031023100096966546 0.0014311619636054207 -0.0028107469842049786 -0.0032499307416406597 0.0017487925214273638 -0.00034904997385724185 0.00063051314949484042 0.0019436341798714412
leaf_weight=1.8536908181849856 2.7597532110230523 17.479061018675569 40.783125617541373 3.458902512677013 6.2686692401766768 3.5812296471558502 47.180645695887506 11.481485292315481 2.0433762958273309 48.95767175819492 3.015389919281005 4.4279187452048063 0.42003459762781536 2.7166918590664864 10.686096346471457 2.5488449635449788 10.061466444283722 2.9067189837805918 5.048981433734296 1.0486876685172335 10.839055391959844 3.7631058599799871 1.890846612863242 0.99508101493120182 1.8676996899303047 4.2244989175815135 5.8772567212581635 13.563969306182114 27.993665313348174 16.707287918776274
leaf_count=232 757 238 244 43 47 23 288 88 51 765 15 63 4 22 122 45 62 80 28 10 150 26 65 5 145 96 21 87 150 62
internal_value=0.000205613 0.000225787 0.000339241 0.000365308 0.000624509 0.000126083 5.81184e-05 -4.5889e-05 -0.000593922 0.000204182 0.00118528 -0.00182962 -0.000867324 5.4573e-05 0.000121247 0.000232443 0.000286742 0.000159602 -0.000297047 -5.6809e-05 -0.000492826 -0.0015287 0.000189178 -0.00153915 -0.00180467 -0.00255418 0.000851492 0.000511548 0.000779006 0.0011213
internal_weight=316.451 313.691 221.282 219.428 105.317 114.111 110.53 92.4093 28.9548 63.4545 14.4969 11.4757 7.0478 5.00443 107.071 96.3852 93.8363 83.7749 36.5942 33.6875 22.7613 9.03629 13.725 2.88593 2.28773 5.27319 10.9262 99.048 58.2649 44.701
internal_count=4034 3277 1886 1654 590 1064 1041 1391 523 868 103 285 222 171 998 876 831 769 481 401 352 132 220 70 149 106 49 543 299 212
is_linear=0
shrinkage=0.00269235


Tree=423
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 4 2 4 2 2 4 0 0 4 0 1 0 3 4 4 2 4 4 2 0 4 3 3 3 3
split_gain=3.19194 2.15765 4.36464 2.12427 2.05856 2.0465 2.68767 2.81025 2.56758 2.95772 2.0204 3.26262 3.15339 2.58094 2.02614 1.94528 2.9784 3.66357 2.41465 2.53989 2.38134 1.96961 1.79651 4.14794 2.45505 1.75084 4.22787 2.14696 1.74633 1.95231
threshold=83.740093847200015 66.590419433100024 85.995710218650018 90.407470010750018 65.611820673600008 43.680097826700013 -0.16276499999999997 47.927946529500012 0.04932000000000001 0.096390000000000017 41.942745071500006 75.462331263550013 85.812895065800021 42.434124620650003 85.791387400750025 58.167480110400007 85.121961326250016 0.093325000000000033 38.969453495950006 40.280372415600006 -0.086139999999999994 38.064633603500006 42.719328117250008 -0.22932499999999997 67.469545241750026 41.289992964000007 0.087795000000000026 0.089305000000000023 0.089920000000000014 0.10220000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 -3 7 -7 -8 -10 11 -1 13 -12 22 -13 17 -17 -18 -20 -21 -19 -15 -24 -25 28 -27 -28 -4 -30
right_child=-2 5 3 -5 -6 6 8 -9 9 -11 12 15 -14 14 -16 16 18 21 19 20 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-0.0019241035415744163 -0.0015038146870774943 0.00011103905218697415 0.00039996581571965709 0.0013810140051493138 -0.00048762292425478171 -0.001174396291353088 -0.0021083197052784537 0.0013834305456821266 0.0014444778414923125 -0.0020909008995641186 -0.0021753302562656589 0.0014548115340857176 -0.0023067275975171145 0.00091987286301150922 0.0019507793358949619 -0.0022335464831589437 0.0016239981378869249 0.00099234230401660205 -0.00088350681845991968 0.0011870250421777634 -9.7723020893529893e-05 -0.0010312896733233887 0.00021388252124111305 0.0020395719445561924 -0.0020825041028318088 0.00079585441394640875 -0.0013492218126103183 2.8983526389862671e-05 0.001536111225459524 0.0005576774680399523
leaf_weight=2.3964189786929628 3.8763899713521814 131.74413387756795 22.433008685708046 9.9310993701219541 7.3327442109584799 2.5930294257123014 5.3300324094016087 3.6497810883447528 2.007938072085381 1.4299267637543378 2.1585295968689087 4.8111101835966101 2.8048063069581977 4.2150334131438347 1.693233162164687 3.5272610322572273 5.4146722368896034 3.9331271909177303 5.5383293405175236 10.289955891668802 10.079622924327845 2.9863728862255812 11.599130912218254 0.56184745021163429 5.519551987759769 31.46188984438777 4.8005822487175491 23.602917678654194 16.055240362882618 13.045648969709871
leaf_count=227 757 1148 113 55 39 86 282 29 5 57 55 21 39 40 5 81 20 23 30 31 43 26 175 4 200 180 33 114 57 59
internal_value=0.000191642 0.000210264 0.000334183 0.000546356 0.000476542 3.61548e-05 -0.00062108 0.000321005 -0.00129185 -2.60083e-05 -1.79268e-05 0.000213629 -0.000415126 -0.000209063 -2.91363e-05 0.000323609 0.000193314 -0.000675339 0.000483028 0.000244569 0.000551284 0.000118967 -0.000182248 -0.000444993 -0.00170167 0.000540008 0.00032149 -0.000203952 0.000793853 0.00109749
internal_weight=356.823 352.947 206.192 128.663 118.732 146.755 15.0107 6.24281 8.7679 3.43786 77.529 48.9769 28.5521 25.7473 23.5888 46.5805 41.7693 10.4468 31.3226 25.9079 20.3696 6.9195 21.8956 17.6805 6.0814 111.399 59.8654 28.4035 51.5339 29.1009
internal_count=4034 3277 1670 650 595 1607 459 115 344 62 1020 502 518 479 424 275 254 130 124 104 74 49 419 379 204 556 327 147 229 116
is_linear=0
shrinkage=0.00187865


Tree=424
num_leaves=31
num_cat=0
split_feature=1 0 1 1 3 4 4 2 3 4 1 3 2 0 0 3 2 4 2 3 1 1 2 2 2 3 4 3 3 3
split_gain=2.06866 1.6791 2.59481 1.87231 1.74385 1.40286 2.88727 2.49765 1.34964 3.02577 1.30218 2.96129 1.64778 1.28589 3.30699 1.3919 1.28181 1.21806 2.2468 3.09761 3.17462 2.81115 4.44289 2.78004 2.53593 2.10245 1.90074 2.15033 2.52305 3.29542
threshold=83.740093847200015 85.705356740550016 66.590419433100024 66.351146659450009 0.10184000000000003 43.89540535710001 47.709122305950011 -0.16276499999999997 0.11531000000000002 39.577821550850011 61.982402197500001 -0.16320999999999999 -0.59502499999999992 91.937202686950016 90.767723400200012 0.12535000000000004 0.20949500000000004 41.685324604100011 -0.016334999999999999 0.098105000000000026 62.00390986255001 61.993156030000002 -0.067109999999999989 -0.101395 -0.078649999999999984 0.09091500000000001 41.571132012400007 0.093160000000000034 0.10220000000000003 0.10661000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 17 10 13 -7 -8 -6 -10 -1 -12 -13 14 -4 -15 -2 26 19 20 -19 -21 -23 -22 25 -25 27 -3 -29 -30
right_child=16 2 5 -5 8 6 7 -9 9 -11 11 12 -14 15 -16 -17 -18 18 -20 21 23 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00019052102410553208 -0.0024823320367367485 0.00019319443177639168 0.0004429431578737482 0.0019434656972782919 0.0011574466144384339 -0.002502471664780263 0.0013435417808573007 -0.0015639833038214495 0.0016173625098304836 -0.0029604764192546311 0.00090478124855635812 0.0014864898260830083 -0.002643596538053503 0.00022966070695193484 -0.0029321580431755554 -0.0016014004401957212 0.0009877032979382389 -0.0010668238072373383 -0.0015857182396130016 0.0011305362518652527 0.0019265193108521283 -0.0037931240516132169 -0.00020704523667740095 -0.00058130964668530905 0.0016798221434822303 0.0011738707871303043 0.0021266364765613931 0.0016829846989633707 -0.0012868930788492081 0.00090988440082691953
leaf_weight=26.761920563410968 2.429863558732904 41.462583169341087 4.0999635267071417 4.869281403720378 7.7480708146467787 3.4427122853230667 3.8659016075544059 2.758600598317571 1.5847072154283526 1.5623054383322594 2.3888812037184834 0.58898562192916859 4.9503128980286411 115.68232903652824 2.5755028708372265 2.3071774586569509 0.76191636617295433 5.1641392037272444 3.5963760484009972 3.1580969374626866 10.060700383037323 2.8903671391308299 5.3983572833240023 11.548015370965002 6.6915439888835051 5.4848187118768683 4.4711730778217307 15.618643164634703 4.6534978225827244 18.564756460487843
leaf_count=516 693 225 34 30 41 243 38 137 13 30 27 2 253 1038 52 55 64 32 33 16 43 31 32 76 68 22 25 62 26 77
internal_value=0.000216042 0.000234467 0.000302475 0.000520751 -0.000180816 6.97795e-05 -0.000768405 0.000132779 0.000633851 -0.000655263 -0.000436678 -0.00126759 -0.00220445 0.000137466 -0.000859225 0.000193856 -0.00165399 0.000470827 0.000196792 0.000323996 0.000637728 -0.000743515 -0.00145755 0.000898273 0.000462229 -1.61162e-05 0.000645366 0.000562887 0.000957573 0.000469597
internal_weight=327.142 323.95 278.365 143.632 45.5852 134.732 10.0672 6.6245 10.8951 3.14701 34.6901 7.92818 5.5393 124.665 6.67547 117.99 3.19178 138.763 53.9924 50.396 38.9492 11.4468 8.28872 33.7851 23.7244 17.0328 84.7707 80.2995 38.8369 23.2183
internal_count=4034 3277 2395 798 882 1597 418 175 84 43 798 282 255 1179 86 1093 757 768 353 320 241 79 63 209 166 98 415 390 165 103
is_linear=0
shrinkage=0.00233427


Tree=425
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 2 4 2 0 0 1 3 0 4 2 3 2 3 2 2 2 2 3 3 4 0 3 3 2 1
split_gain=2.2284 3.04221 2.26976 2.20514 1.81904 2.15278 1.81747 2.6443 2.56992 1.75588 3.5194 1.90241 1.59423 2.54434 1.94363 1.89812 1.76495 2.00094 2.27186 1.63429 3.14859 1.47424 1.93563 1.62859 1.46577 2.91245 3.01462 3.09832 1.35374 1.35084
threshold=66.590419433100024 90.297243227400017 89.953120586650016 85.995710218650018 43.680097826700013 -0.62218499999999988 41.942745071500006 -0.12546499999999997 75.462331263550013 91.937202686950016 67.300172379550006 0.12535000000000004 93.953546284800012 38.244973486750006 0.22598000000000004 -0.10747999999999999 -0.046635000000000003 0.094175000000000023 -0.116995 0.059320000000000012 -0.0034049999999999996 0.051245000000000013 0.10220000000000003 0.087125000000000022 36.257608591500009 93.692765846100016 0.086555000000000021 0.096010000000000026 -0.056724999999999998 62.116825104000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -6 8 -8 -1 10 -2 12 24 16 15 -15 17 -14 -19 20 28 23 -23 -18 -11 26 -26 -28 -17 -9
right_child=4 -3 -4 -5 5 -7 7 29 -10 11 -12 -13 13 14 -16 19 21 18 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0027670748966328656 0.00023584967572629978 0.0018013537361087923 -0.0021832465615614226 0.00063030627537698951 0.0028427549999392042 -0.0013125204611251847 0.00027870310386259988 -0.0010299512508632584 0.00048087958331216634 0.0022086846594184567 -0.0038102465724452333 -0.0022433955498308406 -0.0032485601899084147 -0.0030147794489105459 -0.0018823736460827759 0.00013990965049530212 0.002150043262611717 0.00090723217427853269 -0.0031120552725128598 0.0012904633432448841 -0.0031497179383043095 -0.0034471291778698744 0.00036863025934004873 -0.00079536339025762059 0.0012949595860348192 0.0018959920486485997 -0.0037579376978285257 0.00021801909171165841 0.0012444031617734619 -0.0032938411312194949
leaf_weight=1.8628093287115906 4.2484000232070676 11.177570156753061 2.5593729689717284 104.67413843795657 0.98860483162570645 11.856691595632581 12.984335660934446 9.8236655613873172 41.593270406359807 4.6961929444223669 2.4988416305277497 2.3645793138421132 3.7384891933761555 1.1937649856554333 2.9298664309317237 43.308471440221176 3.0489806919358653 2.8155239226762205 1.6223273754003456 12.97094812360592 1.9537083769682855 1.7637348141870464 2.1701682892162353 2.5008447399595752 4.2934855069033819 6.5789111778140059 2.7735729645937681 2.9710019305348396 9.9964726893231255 2.4003575663082293
leaf_count=227 42 64 20 566 8 683 203 260 275 19 50 69 206 64 75 571 12 30 63 76 86 114 18 30 19 30 28 13 58 55
internal_value=0.000242344 0.000432794 0.000345827 0.00038317 -2.49682e-05 -0.00099272 6.42695e-06 -0.000571458 0.000341651 7.8247e-05 -0.00126262 0.000157824 0.000208826 5.12942e-05 0.000276004 0.000367094 -0.000869341 -0.00179043 -0.000562083 0.000426264 0.000223409 -7.52312e-05 -0.00134214 0.000822793 0.00087414 0.000496978 -0.000419931 -0.00170164 0.000347039 -0.0014745
internal_weight=320.359 187.076 175.898 173.339 133.284 12.8453 68.6644 25.2084 43.4561 120.438 6.74724 113.691 111.326 90.0133 72.3532 69.4234 17.6601 8.17634 4.43785 68.2296 55.2587 9.48373 3.9339 5.54983 21.3132 16.617 10.0381 5.74457 53.3049 12.224
internal_count=4034 1670 1606 1586 2364 691 1020 518 502 1673 92 1581 1512 1403 930 855 473 299 93 791 715 174 132 42 109 90 60 41 629 315
is_linear=0
shrinkage=0.00270533


Tree=426
num_leaves=31
num_cat=0
split_feature=4 0 1 1 3 3 3 3 4 4 4 3 4 4 0 0 2 0 0 2 2 2 4 4 3 0 0 1 4 3
split_gain=0.426193 1.23663 1.09166 2.55393 1.03835 1.66546 1.47038 1.70668 1.62127 2.87385 1.30647 1.21977 1.18205 1.7744 1.84677 1.57441 1.39431 1.37207 1.84797 1.01901 1.60027 2.24814 3.63632 1.68996 2.28361 1.64768 2.71416 2.44897 1.61405 5.64924
threshold=42.094663496250007 75.462331263550013 58.167480110400007 60.613977009100005 1.0000000180025095e-35 -0.15572 0.08766000000000003 0.087475000000000011 43.157831852650006 43.047778594550003 48.226196960950006 -0.25095999999999996 49.122847560300009 47.927946529500012 85.791387400750025 73.185207227100008 -0.22403500000000001 86.89903215050002 87.350693116400024 -0.06483499999999999 -0.086139999999999994 -0.081629999999999994 41.535369675400013 39.792680591700012 -0.11789499999999999 85.705356740550016 85.963448721100022 62.020040611300011 36.491284729650012 0.096010000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 10 7 12 9 -8 -2 -12 13 14 15 -6 -16 -18 -19 20 23 22 -22 24 -5 -25 -27 -28 -26 -30
right_child=4 2 3 19 6 -7 8 -9 -10 -11 11 -13 -14 -15 16 -17 17 18 -20 -21 21 -23 -24 25 28 26 27 -29 29 -31
leaf_value=-0.030937119160309345 -0.019465392203767317 0.018821472767604777 -0.031497050843796642 -0.039763926683311246 0.035427924976106341 -0.031950067756650734 -0.0058893308650621477 0.029161348637063135 0.0049228048078785204 -0.04751319003500723 -0.0070556414331328209 0.023548480986889324 -0.033084618709433369 0.029963175201643516 -0.028416342199344299 -0.033583682568821965 0.017286371816343883 -0.041185051530135339 0.0036080495810903077 0.0044843251162341793 -0.045927186154367396 -0.002255644772814429 0.0064779906362818209 -0.017948990208666308 0.0081482576547309594 0.024857984602466507 -0.025935285018476955 0.0062009154706074484 0.0017475604996143835 -0.04118077812246098
leaf_weight=1.0801433872547921 2.8979819553205743 3.4492061994969836 2.1600660011172286 1.5282423582248146 0.36095014214516696 2.4700353104271908 20.047368862637089 2.5092803512234232 11.886680192692436 1.6739750014967274 2.7674063120502979 2.1595585412287619 0.82443679987045371 2.2556952318409449 1.1521173064538803 2.0950590125285089 6.9675306007266036 0.90989464521407981 14.998094412148928 78.821616417277255 3.0399981724476701 22.532631429116009 2.0750651223352179 2.5121097061783066 10.283301980889524 6.9729262441396704 2.3747120201587668 31.591056802106323 13.864737067051466 3.5957148635352487
leaf_count=232 169 22 49 69 1 161 241 10 215 35 30 17 219 28 42 127 79 13 319 847 62 220 19 34 173 20 12 318 176 75
internal_value=0.00083566 0.00162282 0.00181313 0.00148964 -0.00109018 -0.010102 0.000322346 0.00499665 -0.00413847 -0.00909711 -0.00320537 0.00635858 0.00294562 0.00397921 0.00176607 -0.0234413 0.00434267 0.00599257 0.001046 0.00188727 -0.000152206 -0.00640205 -0.0246676 0.00222385 -0.00344434 0.00604241 0.00751459 0.00395412 -0.00144371 -0.00709288
internal_weight=261.858 185.882 184.801 181.352 75.9761 10.295 65.6811 32.0731 33.608 21.7213 7.82495 4.92696 29.5638 28.7393 26.4836 2.45601 24.0276 22.8755 15.908 179.192 100.37 27.6477 5.11506 72.7228 29.272 43.4508 40.9387 33.9658 27.7438 17.4605
internal_count=4034 2328 2096 2074 1706 377 1329 838 491 276 216 47 828 609 581 128 453 411 332 2025 1178 301 81 877 493 384 350 330 424 251
is_linear=0
shrinkage=0.030519


Tree=427
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 3 3 2 3 3 4 1 2 3 3 2 3 4 2 0 4 1 1 3 2 2 4 0 2
split_gain=3.4589 3.46532 3.03374 2.15632 1.78055 2.86432 1.94838 1.9252 2.21083 1.69096 1.93115 1.66917 3.09012 4.1308 3.40952 3.06477 5.18212 1.97483 1.93826 2.75508 1.71215 2.86101 3.11756 1.98679 1.66354 1.61684 4.2728 1.5799 2.39775 1.62678
threshold=70.171445662850019 85.732241321850012 94.773526014550015 107.57327517365 -0.048954999999999992 0.22598000000000004 0.097015000000000032 0.083495000000000028 -0.068964999999999985 0.098075000000000023 0.075810000000000016 40.636252116050009 66.964115113200009 -0.11347 0.087795000000000026 0.09013000000000003 -0.093879999999999991 -0.16320999999999999 40.241071441700008 -0.12546499999999997 86.565663342300013 42.141702038450013 62.084563606450011 61.987779113750001 0.084360000000000018 -0.082334999999999992 -0.032369999999999996 39.420767558750008 89.582113364650013 -0.073609999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -4 24 10 -6 18 14 -14 17 16 -16 -13 19 -3 21 23 -23 -17 -9 -22 -27 28 -21 -30
right_child=2 11 3 -5 5 6 -8 8 -10 -11 -12 12 13 -15 15 20 -18 -19 -20 27 25 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00010953289604827562 -0.0011907287696793195 -0.00039808848819071713 -0.00096182592037782194 -0.0020753872813493914 -0.00049063175881049333 -0.0024229245072411097 0.00012083348357577029 0.001929514305178473 -0.0018030059375729287 -0.00043723951778200832 0.0010351513343371567 -0.00022066070219001806 0.00012161770407599531 -0.0029546542156048128 0.00077585668338614152 -0.00062857873660470743 -0.0023965145517484241 0.0010078469502096657 0.0013648771234153231 0.0016469476018982812 0.00127360131716196 -0.00013547182136484129 -0.0028518518180372892 0.00091473547685436423 4.1702331040832674e-05 -0.0015011258024559332 0.0010712198400342242 0.00023359129252182006 -0.00011637966020763783 0.00095716927912004957
leaf_weight=50.714434251189232 9.3136802338995022 10.608706282451747 10.205636669765225 1.9904586956836272 4.037315585184845 2.2838687791954717 2.807059608399868 2.0496985726058403 2.6209503859281602 5.2959193931892505 24.65582637116313 6.3611174970865241 5.651146246585995 2.6966405697166902 3.7863254025578499 5.2277884781360653 4.9936574511229974 39.169918980449438 15.315994106233118 13.917151235044001 10.604383997619154 4.8506051171571007 2.7795571759343147 10.48602084815502 41.029453999595717 4.1434801369905472 7.7550994679331762 18.177386492490768 8.8587992563843674 17.693622097373016
leaf_count=890 309 56 339 649 48 82 23 10 47 55 133 30 52 32 13 26 42 238 64 59 41 37 29 36 423 31 31 93 43 73
internal_value=0.000231979 0.000366201 -7.58783e-05 3.1193e-05 7.53371e-05 0.000410226 -0.00102034 -0.000158762 2.05767e-05 0.000624498 0.000820464 0.000491159 0.000323289 -0.000872131 0.000422922 7.84488e-05 -0.00102844 0.000836213 0.000706536 0.000560943 0.000290426 -9.75904e-05 -0.00112501 0.000401294 0.000131524 0.000692944 0.000175444 0.000734424 0.000959378 0.000598997
internal_weight=350.082 243.792 106.29 96.9762 94.9857 39.08 5.09093 55.9057 45.7001 33.9891 28.6931 193.077 108.506 8.34779 100.158 54.6269 8.77998 45.531 84.5717 69.2557 45.8469 23.344 7.63016 15.7138 43.0792 22.503 11.8986 58.647 40.4696 26.5524
internal_count=4034 1916 2118 1809 1160 341 105 819 480 236 181 1026 638 84 554 286 55 268 388 324 231 128 66 62 433 103 62 268 175 116
is_linear=0
shrinkage=0.00204504


Tree=428
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 3 4 1 0 1 3 1 1 4 2 2 2 1 0 3 3 2 1 0 4 1 1 1 4 0
split_gain=2.18254 2.72221 2.46262 2.01952 1.7935 1.67798 1.66427 2.17747 1.54173 1.62858 1.45059 2.14975 2.17995 2.38629 2.95628 1.75738 2.53359 2.33946 1.8858 2.24761 4.18278 1.4503 1.3594 1.23273 1.28285 1.207 2.81126 1.91096 1.90297 1.48249
threshold=70.171445662850019 94.773526014550015 85.667718326750006 107.57327517365 61.87486387225001 -0.10747999999999999 39.110279783550006 71.096275259700022 94.203572890950014 70.776348742200014 0.10065000000000003 71.015621515800021 75.408562100950022 40.206947806850003 0.10957500000000002 -0.054619999999999995 -0.068964999999999985 81.320481529800006 96.039789794050009 0.082535000000000011 -0.075324999999999989 -0.101395 71.015621515800021 102.21786657775002 42.198888176300009 60.613977009100005 58.167480110400007 57.041016153700006 38.064633603500006 71.332859575200004
decision_type=2 2 2 2 2 2 2 2 2 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 4 5 25 22 -2 8 -8 -10 15 -12 -13 14 -14 16 18 23 21 20 -20 -7 -3 24 -17 26 27 29 -27 -1
right_child=1 3 -4 -5 -6 10 7 -9 9 -11 11 12 13 -15 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00011760636996561286 -0.0030059232809435854 0.0016086729973202843 0.00044121613992475432 -0.0023698674625157673 -0.0010801662261471763 -7.4045360959363853e-05 0.0019620104722562243 -0.0024350092318394792 -0.0025302474964790087 0.0013658326854592171 0.0018726496311414231 -0.0021246468254805737 -0.0030261315959457529 0.00081180316342139972 0.00064049867212628581 0.001014365684291741 -0.0030026744909434811 -0.0012632554682679281 0.0020494540356704493 0.00048930785138484015 -0.0026777181047590698 -0.0025935563277780789 -0.0025788785452133933 0.0019051269280500826 -0.00023025718771922164 0.0018650934031175482 -0.0022319033299340041 0.0012486651841663173 -0.00018350440240988525 -0.0018297662940952304
leaf_weight=7.3439694910775923 2.3138317218981665 0.52772643137723152 192.94626320851967 1.8539836338022713 9.5771061857230944 2.645996896084398 1.785888430662453 2.4957343018613756 1.3984109926968815 1.0045336708426473 1.8980771601200128 4.5039716879837206 2.7020556656643731 5.8702616163063794 2.1527143325656652 16.487277675420057 1.4978132932446957 2.972362437285482 1.4727813685312865 32.310291855596006 3.3168854371178886 2.3509436147287408 2.1165208530146629 5.5037032118998459 6.2126459740102282 4.5097567825578135 3.2636832436546674 5.5698649971745899 5.4643768426030874 3.0002825821284205
leaf_count=184 49 4 1081 649 334 48 21 190 44 5 7 62 67 46 13 72 37 71 11 258 206 60 110 37 51 33 96 46 37 105
internal_value=0.000206704 -7.17814e-05 0.000333394 4.28374e-05 -0.000203773 9.01509e-05 -0.00129964 -0.000709022 0.000319333 -0.000901519 0.000142902 -0.000469863 -0.000761824 -0.000189507 -0.00140027 0.000283263 -1.93666e-05 0.000706442 8.67799e-05 0.000268097 -0.00122415 -0.00125942 -0.00174315 0.000914027 0.00067373 8.41431e-05 -0.000258395 0.000146334 0.000742759 -0.000447216
internal_weight=337.07 105.394 231.675 96.396 38.729 94.542 8.9984 6.68457 4.18883 2.40294 91.8978 17.1271 15.229 10.725 4.85477 74.7707 43.5947 31.176 42.0969 37.1 4.78967 4.99694 2.64425 28.2036 22.6999 29.1519 19.1778 15.9141 9.97413 10.3443
internal_count=4034 2118 1916 1809 835 1160 309 260 70 49 1046 195 188 126 80 851 620 231 583 475 217 108 114 160 123 501 431 335 70 289
is_linear=0
shrinkage=0.00233427


Tree=429
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 3 2 2 3 3 0 4 3 0 0 2 1 0 3 4 1 1 2 0 0 3 1 3 1 4
split_gain=3.00217 2.88274 2.60376 2.57509 2.06557 2.06817 3.85045 3.00761 2.77269 2.40753 2.01107 1.99951 2.77322 1.89614 2.18314 1.74696 1.70294 2.67609 1.81013 1.63893 1.60481 1.58194 1.92161 1.42512 1.37888 1.3854 1.33218 1.92733 1.41057 1.30791
threshold=70.171445662850019 94.773526014550015 85.667718326750006 61.87486387225001 -0.10747999999999999 0.09450500000000002 0.22598000000000004 -0.054619999999999995 0.083495000000000028 -0.075324999999999989 96.039789794050009 39.110279783550006 0.087555000000000022 94.203572890950014 94.625660817400004 -0.58559499999999998 71.015621515800021 98.674478761850011 0.09914000000000002 35.171584490050009 71.015621515800021 73.037342029850024 0.10957500000000002 94.985914206850012 102.21786657775002 0.089850000000000027 80.677940036650014 0.12201500000000003 80.882262854550007 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 11 3 19 20 6 7 8 9 -6 23 -2 -13 -14 -15 -7 -17 18 -18 29 -3 -19 26 -10 -12 -26 27 -23 -28 -1
right_child=1 4 -4 -5 5 15 -8 -9 10 -11 24 12 13 14 -16 16 17 21 -20 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00081106133000511966 -0.0028552560012393867 0.0014673557651308491 0.00044864540885827797 -0.0010650654947763304 0.0014252533557202519 0.00075867576583992337 -0.0025958484277632337 0.00091888251668811904 0.00086342138048644645 -0.0016303286651680586 0.0007019449227793857 -0.0023070696596370469 0.0019451798314979985 -0.0023721915825290923 0.0017848433395539667 0.0011237471289716329 -0.0006014478613561114 0.0020627409320497915 -0.0027476187880040408 -1.5530619370340272e-05 -0.0024310170995117297 -0.002783916367757721 0.0007360093336699423 -0.0023889129156592858 0.00017239686594397558 -0.0027715604313594145 0.0029912619767515545 0.00019337017997307469 -0.00073924917603004675 0.0022352268175299676
leaf_weight=0.87310307240113916 2.5782388476654869 0.61935158818960134 197.44111513905227 10.812517734710125 1.4763827159767915 4.9275441269855973 2.1303622121922663 28.056421444751322 0.92460005544126334 7.1579519488732366 21.987319406121973 2.9014300599228591 2.0935063026845455 1.6325800996273758 0.94773266464471806 2.2636013738811043 3.1306671667844084 1.2545318454504002 4.6151875359937549 27.380601933691651 2.6279782049823552 3.2883624709211272 3.9138416741043329 2.0738657433539629 2.3590890911873426 1.1184431247529572 0.59833186864852939 1.5040582423098383 2.4553343111765571 2.8614252712577581
leaf_count=64 49 4 1081 334 21 38 80 314 10 436 107 187 16 51 6 11 31 4 65 419 206 62 47 57 130 58 1 26 101 18
internal_value=0.000207614 -9.27562e-05 0.000343936 -0.000149149 2.11974e-05 7.946e-05 0.000286391 0.000380632 -2.64385e-05 -0.00110786 0.000301609 -0.00119804 -0.000634011 0.000404596 -0.000845339 -0.000418662 -0.000670634 -0.000866284 -0.00188019 0.000169132 -0.00168749 -0.000262833 -0.000510921 -0.00138603 0.000500327 -0.000774438 -0.00113292 -0.00184952 -8.29708e-06 0.00152303
internal_weight=348.005 108.637 239.369 41.9276 98.4832 95.2359 67.2844 65.1541 37.0977 8.63433 28.4633 10.1535 7.57525 4.67382 2.58031 27.9515 23.0239 20.7603 7.74585 31.1151 3.24733 13.0145 11.7599 2.99847 25.4649 3.47753 7.84609 4.79242 3.05367 3.73453
internal_count=4034 2118 1916 835 1809 1599 1213 1133 819 457 362 309 260 73 57 386 348 337 96 501 210 241 237 67 295 188 190 88 102 82
is_linear=0
shrinkage=0.00217865


Tree=430
num_leaves=31
num_cat=0
split_feature=1 0 1 3 3 0 0 4 4 3 2 2 2 0 0 1 4 1 4 4 3 0 3 1 2 3 1 2 1 1
split_gain=0.474154 1.81586 1.14101 0.946036 0.894526 0.888343 1.57986 1.20064 2.40434 2.71947 0.982695 0.820175 1.29927 0.699097 1.95185 1.17043 1.97416 1.06023 0.956972 1.25666 1.07779 1.45791 0.934471 1.10138 1.92105 1.19157 1.00822 0.799675 1.49267 1.37579
threshold=66.590419433100024 90.407470010750018 65.687097501250022 0.087125000000000022 -0.52484999999999993 87.170566421650008 86.89903215050002 41.50623664750001 40.241071441700008 0.089920000000000014 -0.091179999999999997 -0.083424999999999985 -0.06828999999999999 91.937202686950016 91.394134144600017 67.300172379550006 47.927946529500012 67.192634054300015 43.89540535710001 47.709122305950011 0.089505000000000015 95.808582394800013 0.12535000000000004 69.873026810350026 -0.10051499999999999 0.082935000000000023 68.910558799650019 -0.079634999999999997 81.479100559500012 75.408562100950022
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 -1 8 9 10 -7 -9 -13 14 15 -6 -17 -15 22 -20 21 -21 23 24 -19 -26 -24 29 -29 -25
right_child=4 3 -4 -5 13 7 -8 11 -10 -11 -12 12 -14 17 -16 16 -18 18 19 20 -22 -23 26 27 25 -27 -28 28 -30 -31
leaf_value=0.0009851072378046779 -0.038736754310604096 0.025219555939348035 -0.014652847284693134 0.0029749397048406275 0.013695932866464953 -0.022441681971831069 -0.018750483005806624 0.0088307003639967133 0.023075371165578364 0.015365411507019573 0.00042435442030950047 -0.018545562403389969 0.0033361727731006322 -0.037768426331601317 -0.034648698548316176 -0.036927920761374119 0.017953782799510046 0.023986196983666958 -0.030353673599392665 0.0072137781393555181 0.020536378612054401 -0.036081608162327083 0.0099398933368453572 -0.0094275326103663449 0.013383519206563849 -0.009241876189633947 -0.034595757500945699 0.0038002863203698556 -0.021627091569755744 0.001908600529764835
leaf_weight=106.17739004147006 0.49861040938412671 4.0101822428405276 3.600720912218093 2.5491398200392723 2.482507796958088 3.0865720659494391 3.4126953687518826 4.7242917641997328 7.3813711889088145 6.5533235184848309 3.0420247763395336 3.8082149550318709 5.277130387723445 0.59698858298361202 1.8124361830996347 1.3270156340440737 0.89436294138431538 4.6125001907348633 1.8471585042570939 1.4204457132145769 1.214534777915105 1.1450986734416799 0.63435361534356971 15.299493365630033 3.3818530663847906 4.3228255622088909 1.1948495305405229 44.498430317966275 1.965025652461917 20.314683427961427
leaf_count=1333 30 38 28 17 15 21 29 21 64 37 25 32 25 8 52 59 5 19 297 58 23 220 2 256 16 25 67 397 257 558
internal_value=0.000853581 0.00187673 0.00122117 0.0165747 -0.000582322 0.00161959 0.00037053 0.00566069 0.0101202 0.00257986 -0.0110918 -0.000818361 -0.00583578 -0.000407731 -0.00947544 0.00022397 -0.0148317 0.00016903 0.000391395 -0.0110527 -0.00162115 -0.0121106 0.00106065 0.00145232 0.00941339 0.000689202 -0.0191511 0.000257624 0.00272492 -0.00296129
internal_weight=263.086 153.623 147.064 6.55932 109.463 143.463 109.59 33.8729 20.0633 12.6819 6.1286 13.8096 9.08535 108.965 6.51632 4.70389 2.22138 102.448 101.851 5.62724 3.78008 2.56554 96.224 94.3948 12.3172 7.70468 1.8292 82.0776 46.4635 35.6142
internal_count=4034 1670 1615 55 2364 1587 1362 225 147 83 46 78 57 2334 131 79 64 2203 2195 598 301 278 1597 1528 60 41 69 1468 654 814
is_linear=0
shrinkage=0.0285509


Tree=431
num_leaves=31
num_cat=0
split_feature=0 0 0 2 4 0 4 0 3 0 0 4 2 0 2 1 4 4 4 2 4 3 0 2 3 0 1 4 0 0
split_gain=1.99949 3.13778 2.51482 2.5624 1.93397 2.87993 2.13365 1.92942 1.76651 1.72093 1.58385 1.57107 4.11652 2.19013 1.53109 3.22918 1.6032 1.76859 2.11182 1.49294 1.50054 1.41986 1.94334 1.4143 4.30539 3.7593 4.21662 1.35796 1.937 1.39797
threshold=94.047642319350018 85.995710218650018 94.773526014550015 -0.14910499999999999 41.942745071500006 85.812895065800021 42.434124620650003 75.994645973400011 -0.10747999999999999 85.925810307250018 85.791387400750025 42.719328117250008 -0.22932499999999997 67.469545241750026 -0.048954999999999992 81.479100559500012 34.41230404325001 34.654301448200009 38.244973486750006 0.22598000000000004 42.094663496250007 0.08376500000000002 96.959242474650011 -0.086139999999999994 0.10507500000000002 85.705356740550016 61.45546440395001 38.400997490450003 95.117648655250022 102.21786657775002
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -6 -1 -4 23 11 -8 -13 -14 16 19 -10 -18 -19 20 -16 -22 -23 25 -25 26 -9 -20 -29 -30
right_child=2 -3 8 -5 5 -7 10 9 14 -11 -12 12 13 -15 15 -17 17 18 27 -21 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0020011707034903554 0.00099185089376818843 0.00053010252191118404 -0.001836459007505651 -0.0019704678666212852 -0.0027594654539937003 -0.0029008790785640839 0.0010626851412069084 0.0013850898579194917 -0.0030751983376985613 -0.0012460532521778873 0.0023176234202965875 0.00028230024230036139 0.0025464009128838461 -0.0026698226797777186 0.0012147592406950899 -0.0019350353003449385 0.0030201703260588765 -0.0016145281490128399 0.0020455798646190262 -0.00060543638089865842 0.00095680849008585554 0.00071891702360177756 -0.0028496057383642589 0.00054956063596120616 -0.0023479312621107859 0.0021763715273491989 -0.0016434281653045443 -0.0026286555410192113 0.00018676191609245311 -0.0011175338680716532
leaf_weight=2.1156624990981063 2.1936172931455076 154.63589325756766 2.7406266932957797 6.9512751693837327 1.883775619789964 2.7544551361352196 4.0021959049627247 5.8142415061593038 1.0451863592024881 3.5934346243739119 1.4351821169257153 10.561197931412618 0.50306894863023366 5.3248262838460505 21.593194172717634 2.8838955603423519 1.026086909463628 5.0595639654784454 1.8006508201360691 4.3458904839353627 3.9117623399943104 1.6732910275459292 1.8185014640912411 16.874268943443901 3.5433320160955182 8.1469366624951345 4.7863686680793762 1.6292987335473288 37.942029209807515 5.3548255048808633
leaf_count=233 56 943 215 177 55 39 40 55 63 19 5 175 4 202 108 292 5 181 7 47 18 13 35 98 27 21 57 64 334 446
internal_value=0.000213502 0.000338844 -6.42687e-05 -0.00125989 -7.57327e-05 -0.000588073 -0.00031939 0.000226421 5.35209e-05 0.000336641 -0.000108795 -0.000279572 -0.000607349 -0.00221955 0.00011102 0.000490875 -0.000144484 -8.64837e-05 -0.000148038 0.000700698 0.000896455 -3.191e-05 -0.00113955 0.000481854 4.67212e-05 0.000955749 1.76588e-05 1.07527e-05 -7.08037e-05 2.54505e-05
internal_weight=327.945 225.975 101.97 9.14489 71.3389 26.4647 23.7102 44.8742 92.8248 42.7586 21.8265 20.3913 16.3891 5.8279 90.0842 36.2265 53.8576 52.8125 51.7864 33.3426 28.9967 7.40355 3.49179 39.1651 20.4176 18.7475 10.6006 46.7268 44.9262 43.2969
internal_count=4034 1973 2061 233 1030 520 481 510 1828 277 426 421 381 206 1613 513 1100 1037 1032 221 174 66 48 258 125 133 112 851 844 780
is_linear=0
shrinkage=0.00238964


Tree=432
num_leaves=31
num_cat=0
split_feature=4 2 3 1 1 4 0 1 0 0 2 2 4 0 0 1 4 4 4 3 0 3 1 1 1 0 1 0 4 4
split_gain=0.457317 0.742269 0.781707 0.471438 1.59488 0.92891 2.18673 1.9787 1.85092 1.18741 2.09438 1.0341 0.991992 0.689049 1.70751 0.954938 1.74816 0.798101 1.17504 0.919662 1.31819 0.792179 0.914558 0.74667 1.28612 1.36074 3.34291 2.27018 1.01982 1.48213
threshold=32.051492741500006 -0.10623499999999998 0.088555000000000023 66.590419433100024 66.351146659450009 38.400997490450003 89.953120586650016 64.94239459915002 89.705782438650019 81.87699236280001 -0.231905 -0.11103999999999999 38.969453495950006 91.937202686950016 91.394134144600017 67.300172379550006 47.927946529500012 43.89540535710001 47.709122305950011 0.089505000000000015 95.808582394800013 0.12535000000000004 68.910558799650019 68.20618276945001 68.910558799650019 93.399723909900004 69.873026810350026 93.692765846100016 38.244973486750006 37.828051409500013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 9 8 12 10 -2 -9 -7 14 15 -5 -17 21 -19 20 -20 23 -23 -15 -25 -26 -27 -28 29 -29
right_child=3 2 -4 13 -6 7 -8 11 -10 -11 -12 -13 -14 17 -16 16 -18 18 19 -21 -22 22 -24 24 25 26 27 28 -30 -31
leaf_value=-0.045691380656844263 0.037117717801354873 0.023920633489225167 -0.0414690468422192 0.013944060193721495 0.025708577184770626 -0.018739060840938522 -0.023746303235489815 -0.0059304245297159995 0.026745492799712958 0.016519135334028788 -0.032595419809277895 -0.043970831828762026 0.0012641787289807802 -0.018909577208687706 -0.042145746575617961 -0.04457168928315023 0.020152454178163057 -0.03741772768739042 0.0080103219022067892 0.02370176456633958 -0.044020944663050732 0.011332322672700613 -0.042288755743280219 0.023129061946342355 -0.02410146233532141 0.031235513871771852 -0.04460443643231389 -0.0039491570323972481 0.0027158292795183506 -0.042168308960777445
leaf_weight=0.68568813682941243 0.79898367356509359 0.67813356791157164 0.34510900090390351 2.5179835185408583 3.5879168435931197 3.1850524153560391 2.2877651751041403 1.7640476701781156 3.5231316089630118 15.720262680668382 1.6576938210055256 1.8126108332071442 118.26120700594038 2.2457330655306569 1.7114894479745997 1.2769654154544698 0.88308016164228309 1.7092779108934326 1.4314717790111906 1.186628481664229 1.0603511321969561 0.62251446396112342 1.1030071519635383 3.3850967586040488 2.639148673741146 4.535589985549449 1.400732036679982 13.300457325589376 65.158083426780649 1.4033130760362826
leaf_count=103 10 40 39 17 30 24 13 24 37 103 101 40 1213 16 54 65 7 301 58 23 220 2 60 15 22 18 18 320 983 58
internal_value=0.00102178 -0.0172154 0.00186666 0.00114157 0.00240569 0.0018446 0.00884364 0.000730343 0.00147273 0.0129454 -0.00992266 -0.0252089 0.000739573 -0.0006517 -0.0119166 -0.000857062 -0.0181109 5.96685e-05 -0.0131861 -0.00192633 -0.0141307 0.000804652 -0.0229439 0.00124028 0.00173309 0.000914123 0.0016836 3.41908e-05 0.000817127 -0.00759675
internal_weight=261.879 1.70893 1.02324 260.17 152.599 149.011 20.4647 128.546 124.969 18.1769 2.45668 3.57666 121.446 107.571 6.38952 4.67803 2.16005 101.181 5.38773 3.67845 2.49182 95.7937 1.72552 94.0682 91.8224 88.4373 85.7982 81.2626 79.8619 14.7038
internal_count=4034 182 79 3852 1595 1565 227 1338 1274 214 111 64 1237 2257 143 89 72 2114 602 301 278 1512 62 1450 1434 1419 1397 1379 1361 378
is_linear=0
shrinkage=0.0353699


Tree=433
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 2 3 2 4 2 2 3 4 2 2 1 4 0 2 2 1 0 4 3 2 4 4 3 3
split_gain=1.55834 1.19198 1.6973 1.52914 2.79878 1.70265 1.53206 3.00549 2.89007 2.27083 2.94779 2.4867 3.6237 2.21345 1.89732 1.80566 2.90242 1.65369 4.96369 2.3355 1.95819 1.82234 1.96194 1.49085 2.13337 1.97066 1.44472 1.55129 1.45135 1.41088
threshold=83.740093847200015 76.451683855550016 55.917240655200011 66.590419433100024 90.407470010750018 65.687097501250022 -0.061874999999999999 0.083495000000000028 -0.016334999999999999 39.792680591700012 -0.090495000000000006 -0.59502499999999992 0.091290000000000024 43.680097826700013 -0.070909999999999987 -0.12546499999999997 78.285212300550015 38.179089776100007 95.620390325650007 0.15844000000000005 0.22598000000000004 71.397382570300024 101.18549865570002 41.092444989200011 0.10335500000000002 -0.16048499999999999 38.400997490450003 38.903925214650009 0.085665000000000033 -0.081689999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 7 -5 -8 10 15 -11 13 -13 -12 16 -9 21 19 -19 -20 -10 -23 -14 25 -25 28 -28 29 -3
right_child=-2 3 -4 6 -6 -7 8 9 17 11 14 12 23 -15 -16 -17 -18 18 20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00011780395226740268 -0.0019228847115290775 0.00099884527359595399 -0.0029893241480629679 -0.0015303264320547379 0.0020217902228020462 -0.0014246468265096957 0.0012866357844377948 -0.0028604533420989904 0.001585402830624281 0.0020386241764784817 -0.0036599497972951969 0.0011960927887366046 -0.0025753496810599036 -0.0016736012351550296 0.00027570822943934653 0.00081866079249882679 0.0010864250107311833 -0.0040599423240859868 0.00064627258780499493 -0.0008286875050857286 -0.001835683328247335 -0.003391983200057176 0.00085189550147176198 0.00030837583775810817 0.0014950175976366979 -0.003404327252428071 -0.0016235639349441902 0.00035226245475197875 0.0015249833248482715 -0.0019657439531973776
leaf_weight=7.9228211650624853 2.741551626706495 3.3094609403051436 2.1326598750893027 12.300043398863634 8.7797772735357267 4.224297333508729 19.218849191674963 3.7008978524245331 8.1509184986352903 6.5059540830552498 3.7954553940799087 17.491375395096853 4.0273910705000144 2.5088403197005382 1.3575937752611924 7.8175687585026035 2.5821346379816532 3.7032742953160804 17.423751571215693 3.6021223237039521 3.0490610282868138 1.4720669977832579 2.2460329199675471 2.2466476000845432 2.9122118223458529 2.4287115829065442 3.3253493513911954 132.34185923123732 16.279609836637974 2.1695571369491544
leaf_count=226 757 32 209 452 55 28 133 60 29 31 71 110 40 52 18 73 35 96 132 46 68 27 40 25 20 49 21 987 93 19
internal_value=0.000221718 0.000240744 -0.000726823 0.000273287 0.000450742 0.000365413 3.80024e-05 -0.000248708 0.000377358 2.60457e-05 -0.00077377 0.000430004 9.89734e-05 0.000836116 -0.00262308 -9.794e-05 -0.00123841 -6.34113e-05 -0.000444835 -0.00246669 0.000276629 0.000829272 -0.000828337 -0.00117034 -0.000424577 -0.00162026 0.000413446 0.000303833 0.0010969 -0.00017506
internal_weight=311.768 309.026 10.0555 298.971 170.43 161.65 128.541 69.6748 58.8661 57.3748 19.2537 38.1211 31.6152 20.0002 5.15305 14.1006 6.28303 39.6472 27.7782 7.3054 20.4728 11.869 3.7181 11.615 7.58757 4.67536 157.426 135.667 21.7586 5.47902
internal_count=4034 3277 435 2842 1235 1180 1607 1036 571 584 257 327 296 162 89 168 95 438 342 142 200 96 67 134 94 74 1152 1008 144 51
is_linear=0
shrinkage=0.00285714


Tree=434
num_leaves=31
num_cat=0
split_feature=0 1 0 3 3 4 2 3 4 1 3 4 2 2 4 4 1 2 2 0 2 1 1 2 1 4 2 4 2 3
split_gain=0.409643 1.09685 1.39035 1.07022 0.918939 1.09014 1.48982 1.39765 1.4409 1.38111 1.07473 1.03413 1.02174 1.13389 1.02803 1.10804 1.2799 0.889735 0.881313 0.812406 0.706076 0.58706 1.16812 1.88701 1.41034 0.916295 0.657803 1.73706 1.16867 1.79216
threshold=98.142164052000012 77.086159974350025 100.15850764985002 0.11278000000000003 0.087475000000000011 39.110279783550006 0.10957500000000002 0.099465000000000012 41.092444989200011 80.468240302450013 0.086355000000000029 42.006870117350005 -0.14654999999999999 0.086310000000000026 42.522337019050006 42.066503896600004 81.011308844800013 -0.11572 -0.60024999999999995 102.11570516885001 0.066710000000000019 75.408562100950022 75.634392583900009 -0.10423499999999999 76.279622535200005 40.098777110850008 0.20949500000000004 39.861052345600008 0.13747000000000004 0.099855000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 3 17 10 6 18 8 -7 -10 12 -9 -3 14 15 16 -14 -2 -6 -18 -16 26 -23 25 -25 -24 28 -28 -1 -30
right_child=1 4 -4 -5 5 7 -8 11 9 -11 -12 -13 13 -15 20 -17 19 -19 -20 -21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=0.00098980316889986202 1.1092715162820616e-05 -0.030531076337479132 -0.034335405495203017 0.015777682699567693 0.0045183634779342825 0.021855738613021994 0.011036935790167943 -0.018199399148725707 -0.015531812872698683 0.01932703828116605 -0.040101575330667466 0.014519352617546886 -0.039162755169664179 -0.031039231802703991 -0.03527041102952011 0.027412857416754505 0.033086963058924911 -0.025360878670293675 -0.035494330584320909 -0.0055626263394940928 0.0013997051232310137 0.020088983266752267 0.0017802109081600953 -0.015061768313170449 0.018394147481307105 -0.041849509541848011 0.016302284036360814 -0.01420565699968789 -0.027871412036753616 0.0019961426695268712
leaf_weight=199.52887361816829 2.4086965692695226 1.0422083924640899 1.7357856939779592 1.5250419178046284 0.63472791208187107 6.5018949491204676 1.7648171376204116 2.3939094266388561 2.1720688398927455 1.6662574381916782 0.74225812093936916 1.2046974179975221 0.57081401394680176 0.85805642182822328 0.75917052813747421 2.0235134180402383 0.75882351677864779 2.1883811113657425 1.6279448979767068 1.1128949577541787 1.0220711529254911 4.0251273252069932 0.6347859427332877 1.443128742277622 3.7921293983235955 1.0766494310228152 6.3193611735478026 2.0507808064576238 2.983701702207326 3.775760306045413
leaf_count=2268 41 351 65 16 8 81 39 43 33 114 50 22 20 131 110 15 3 48 157 81 4 20 10 9 69 54 48 49 48 27
internal_value=0.000795966 -0.00211683 -0.0115819 -0.00513073 0.000652589 0.00440037 -0.00879871 0.00821411 0.0135946 -0.000399222 -0.00692167 -0.00724622 -0.00389892 7.47489e-06 0.0042717 0.0116506 -0.0014076 -0.0120669 -0.0242699 0.0101065 -0.0142292 0.00124411 0.0077426 0.000588729 0.00917183 -0.0256669 0.000911954 0.00882749 0.000590781 -0.0111877
internal_weight=260.344 34.714 7.85791 6.12212 26.8561 17.9663 4.02749 13.9388 10.3402 3.83833 8.88981 3.59861 8.14755 7.10534 6.24729 4.46605 2.44253 4.59708 2.26267 1.87172 1.78124 225.63 10.9718 6.94669 5.23526 1.71144 214.658 8.37014 206.288 6.75946
internal_count=4034 1432 170 105 1262 497 204 293 228 147 765 65 715 364 233 119 104 89 165 84 114 2602 162 142 78 64 2440 97 2343 75
is_linear=0
shrinkage=0.0288028


Tree=435
num_leaves=31
num_cat=0
split_feature=4 2 3 4 1 3 4 4 4 0 2 2 0 2 3 2 4 4 3 4 2 4 4 1 4 1 1 1 1 3
split_gain=0.414478 0.653019 0.692563 0.457028 1.28105 1.42675 0.638943 1.37903 1.25338 1.50373 1.50152 1.24565 1.56414 2.15553 1.17093 1.10118 1.08729 0.930331 1.10844 0.831886 2.24724 1.36231 0.868527 0.672021 1.23545 2.26401 1.4496 1.37253 1.31859 1.06128
threshold=32.051492741500006 -0.10623499999999998 0.088555000000000023 35.419594101850009 73.553525990900013 0.11531000000000002 37.038444968100009 37.828051409500013 36.79544512155001 95.117648655250022 -0.59681499999999998 0.18145000000000003 91.066142252700018 -0.046635000000000003 0.09062000000000002 0.26941000000000009 39.051326806600009 36.364346611650006 0.091275000000000023 38.748048509250005 -0.14429 38.478081868400004 38.064633603500006 61.987779113750001 42.141702038450013 62.00390986255001 62.00390986255001 62.009286778800011 62.030794443850006 0.088075000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 8 11 9 17 -11 12 -8 -14 -10 19 -17 18 -5 20 -9 22 -22 -21 26 -26 -25 -27 -29 -30
right_child=3 2 -4 6 5 -7 7 15 14 10 -12 -13 13 -15 -16 16 -18 -19 -20 23 21 -23 -24 24 25 27 -28 28 29 -31
leaf_value=-0.041101954139538703 0.010636562612922843 0.020484047436882605 -0.037484445990581698 0.0084418169168107293 -0.037536119276246449 0.021391192990387387 0.021977563136033586 -0.047287354771157343 -0.038104848368665921 0.032699254008298109 -0.03793725916402399 0.031674214807908364 -0.041022459744499758 0.0091331984406949184 -0.0040809875913542307 0.0033149631097429094 -0.038544346393543344 0.024339986691845953 -0.026015009025475388 -0.0024288021129266575 -0.014583100860929605 -0.023842814088596273 0.009760255657255211 0.018474619748817186 -0.039444844918771552 0.026558179815916835 0.003230479929165208 -0.025494172332489802 0.0035843110499211121 -0.0057067018598021095
leaf_weight=0.63488363509532064 11.834925731760448 0.64598341021337435 0.32417303264082875 3.7497881255112571 1.2841630529728707 0.64720388199202705 3.4138072207570058 1.3275810315972183 2.086337993037886 0.39046578411944244 1.6345903290639396 2.6641292134299874 1.3560007186169967 2.6535998834588099 2.1521290958044119 1.1515852721058757 1.4917764117708427 2.2814456038177013 1.3226864419411866 42.525364352855831 2.0451300172280735 2.4434593936312003 6.1535984486981761 7.0063085448928168 1.6122552091255773 1.8904249314218748 96.742985322533059 2.2960580131039015 29.73951494533685 22.707688449154375
leaf_count=103 99 40 39 64 93 13 36 46 27 6 91 13 67 23 18 22 71 16 18 565 36 29 61 39 27 8 1005 42 970 347
internal_value=0.000809661 -0.0155847 0.00111416 0.000912206 0.00664848 -0.0177895 0.000587022 0.000991629 -0.00622368 0.00037656 -0.0243173 0.012691 0.00587823 -0.00782887 -0.0208289 0.000453064 -0.0203083 0.00717654 -0.000543063 0.000706561 -0.00758581 -0.00263316 0.00368793 0.00119188 0.00214235 -0.00162956 0.00425993 -0.000553031 -0.00148925 -0.000438352
internal_weight=258.21 1.60504 0.970156 256.605 13.7663 1.93137 242.839 229.221 13.6174 9.37898 2.02506 10.0875 7.42341 4.0096 4.23847 219.134 2.64336 7.35392 5.07247 216.49 11.9698 10.6422 8.19873 204.521 161.995 58.2459 103.749 56.6337 54.7433 52.4472
internal_count=4034 182 79 3852 205 106 3647 3407 240 195 97 139 126 90 45 3268 93 98 82 3175 172 126 97 3003 2438 1394 1044 1367 1359 1317
is_linear=0
shrinkage=0.0323624


Tree=436
num_leaves=31
num_cat=0
split_feature=0 4 0 0 2 0 1 0 4 1 2 2 0 0 0 0 4 1 4 2 3 3 0 2 3 2 2 2 2 1
split_gain=2.25745 2.28345 3.37467 4.71198 4.11604 2.62065 2.13511 3.41252 2.36217 2.19606 1.74935 1.76375 2.42665 2.65711 2.09671 1.74529 1.64179 1.40785 1.39143 1.53115 1.59611 1.96846 3.53481 1.94722 2.07865 3.31361 2.48787 1.81367 2.18437 1.49299
threshold=102.89804648475001 42.094663496250007 86.329079026800017 86.83719761350001 -0.097294999999999993 75.994645973400011 64.407391431150018 88.606203063300015 41.975471476700008 65.29995953045001 -0.086719999999999992 -0.08262499999999999 85.764502819450016 85.667718326750006 67.04476885710001 86.643628628100018 41.218101594450012 64.730006406800015 42.233786329550007 -0.62218499999999988 0.11922500000000003 0.09551500000000003 90.407470010750018 0.096390000000000017 0.09450500000000002 -0.22932499999999997 -0.16276499999999997 0.04932000000000001 -0.018034999999999999 69.64719632740001
decision_type=2 2 2 2 2 2 2 2 2 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 15 17 -1 7 -7 9 -8 -6 -12 13 14 -13 -4 -11 -3 -5 -20 21 23 -23 24 25 -21 -27 28 29 -28
right_child=-2 2 3 18 10 6 8 -9 -10 16 11 12 -14 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0020177001751393885 -0.0010398487069109524 -0.00013964906729923245 0.00067898148089555954 -0.0021643361757487808 -0.0030233025867488139 0.00052551409650580588 -0.0016851519946596233 0.0021913908307108275 0.0020565906049405196 0.00027339010811045471 0.00069047997148225253 0.0025858247656284929 -0.0030309099620448505 0.0017233976000989974 -0.0025547928308228525 0.0023044621434948698 -0.00070448900665191869 0.0020389332998457586 0.0024968732306219852 -0.0027958285667711797 0.0013109819777098874 -0.0040383060620719198 6.9522166557159174e-06 -0.0022036232531822959 0.0025722613076796172 0.0019545755686749592 0.00037823229105413407 0.0012367971439702335 -0.002987313343948703 -0.00085435020677279065
leaf_weight=2.5106069389730683 7.7875161168631157 18.155771590769294 7.861354820430277 1.7104277759790409 3.5382820628583422 102.471107468009 3.6443595238961271 7.3113892078399649 3.5835886858403674 94.671968503040262 2.3518030866980526 0.51808039378374848 3.8123606946319342 1.8372178450226782 2.9344907617196441 6.8691764175891876 10.594881662866099 1.8103716690093268 1.3232645802199829 2.2417099645826886 4.2246066331863394 1.9844365473836649 3.0281470790505409 2.1520277305971822 1.79794082045555 3.8084613019600395 12.792439088225363 4.8834168910980216 1.6116015287116443 9.5070504208561015
leaf_count=238 960 227 34 18 58 537 43 47 19 748 25 4 49 9 147 58 116 15 5 90 19 18 28 75 6 28 67 16 34 296
internal_value=0.000213626 0.000243611 -5.10927e-05 0.000263174 -0.000642583 0.000375703 0.000402737 0.00063646 0.000174649 0.000112726 -0.00157544 -0.00112818 -0.00159809 -0.000565447 -0.00178341 0.00143698 0.000174969 5.78875e-05 -7.54254e-05 -3.03309e-06 -7.19049e-05 -0.000205265 -0.00159453 -2.57612e-05 0.000102145 -2.53098e-05 0.000165185 -7.14858e-05 -0.000338679 -0.000147261
internal_weight=333.33 325.542 100.754 65.7961 34.9584 224.788 222.277 109.782 112.495 108.911 14.9922 11.454 9.10215 5.28979 3.45257 14.7305 105.267 19.9661 51.0655 49.3551 48.0318 43.8072 5.01258 38.7946 36.6426 34.8447 32.603 28.7945 23.9111 22.2995
internal_count=4034 3074 1326 792 534 1748 1510 584 926 907 292 234 209 160 151 92 864 242 700 682 677 658 46 612 537 531 441 413 397 363
is_linear=0
shrinkage=0.00235581


Tree=437
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 0 0 2 2 2 2 0 2 2 1 3 4 4 1 0 0 3 3 1 2 3 3 3 2 4
split_gain=0.394042 0.991172 0.897635 0.48742 0.515743 0.459371 0.427865 0.37502 0.95211 0.739279 2.70332 0.76372 0.679151 1.83366 1.36877 1.40415 0.838764 2.10525 0.657501 1.24122 1.20058 0.994922 2.14179 1.36344 0.818144 0.748405 1.24634 1.03226 0.705181 1.68465
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 105.33378955095002 104.91170162450001 103.48144189910001 102.64264296240002 -0.67936999999999992 -0.63113999999999992 -0.58559499999999998 -0.50001499999999999 99.128828185900019 -0.24468499999999999 -0.23783499999999999 81.479100559500012 -0.089139999999999997 35.782584506850007 39.110279783550006 80.677940036650014 97.878695155250014 97.521130223850008 0.11278000000000003 0.092260000000000023 76.279622535200005 -0.091919999999999988 0.41214500000000009 0.11768500000000003 0.12535000000000004 -0.11572 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 7 -1 -9 -10 11 -11 16 -14 18 -16 -12 -18 19 20 25 22 23 -21 -25 26 28 -28 -15 -30
right_child=1 -3 -4 -5 -6 -7 -8 8 9 10 12 -13 13 14 15 -17 17 -19 -20 21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.022708081558466785 0.0037854931839847233 -0.03903950104276821 0.029246108574114426 -0.035151271839209047 0.032277342304158151 -0.039430098025005335 0.017122766886603715 -0.023201135130889693 0.010214561413165861 -0.032215274984849877 0.03293797416000728 0.0092494859900069948 -0.036474454235456158 0.0058660488406124655 0.027976451615889662 -0.040301451393452072 -0.02800414608767127 0.021820945763256376 0.012311760644303404 -0.028642135560989625 0.019189512285516047 0.008714691755665192 -0.034191061967915985 0.022525030565585465 -0.0042951097821976956 0.012833947715234413 -0.030584417520081203 -0.0039865378002908076 0.0079671820915430853 -0.0014167123794807984
leaf_weight=0.95387197285890479 0.81340962345711865 1.0495247802173251 0.9125321854953653 0.72784728371334484 0.42296403856016684 0.47194051748374477 1.9898400027304877 1.9879872519522894 10.16109189763665 3.8050709253293453 1.7475391890620802 0.62842196924611915 1.5898803514428426 36.391110252472572 0.46152756729861755 1.7617143297102291 1.5768154270481316 2.9674348791595548 6.4515065737068644 1.8837166345911081 4.6777018122375003 3.1634976766072205 3.9597079027444124 2.1553180593764409 3.8441690821200609 6.6335985132027409 2.5832281121984106 5.6395369776291773 28.97749011660926 117.10012388788164
leaf_count=12 20 217 20 597 6 100 33 16 81 135 19 7 108 543 12 107 24 39 33 68 27 44 60 21 45 42 30 38 236 1294
internal_value=0.000848615 -0.0094918 -0.000231162 -0.0112727 -0.00109895 -0.0120819 0.00102831 0.000900771 0.000817615 0.00101003 0.00061705 -0.0263379 0.0011287 0.000816068 0.00107877 -0.0261275 0.0124218 0.00453207 0.00134945 0.00102355 0.00174182 -0.00864523 -0.0132824 -0.00278011 0.00534004 0.00132822 0.000927965 -0.0123424 0.00152598 0.000444776
internal_weight=257.49 4.39822 3.34869 2.43616 1.70831 1.28535 253.092 251.102 250.148 248.16 237.999 4.43349 233.566 227.274 225.684 2.22324 6.29179 4.54425 223.461 217.009 202.003 15.0064 11.8429 7.8832 5.99949 197.325 190.691 8.22277 182.469 146.078
internal_count=4034 960 743 723 126 120 3074 3041 3029 3013 2932 142 2790 2708 2600 119 82 63 2481 2448 2210 238 194 134 66 2183 2141 68 2073 1530
is_linear=0
shrinkage=0.0348455


Tree=438
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 4 0 4 2 3 0 4 4 2 2 4 1 2 0 1 1 3 0 1 4 4 3 2 3
split_gain=2.18534 1.93871 2.51504 2.09022 1.89065 1.63983 1.63977 3.79328 3.85687 2.88384 5.36555 2.76856 2.331 4.78881 1.59634 2.12397 1.84159 1.88578 1.79323 1.72191 1.70642 1.49593 1.46742 2.43239 1.86178 1.5815 1.4434 1.45676 1.39535 1.37169
threshold=83.740093847200015 85.667718326750006 91.066142252700018 61.87486387225001 67.649671936450019 90.407470010750018 41.942745071500006 86.329079026800017 42.686561923500008 -0.102645 0.096515000000000031 86.83719761350001 43.157831852650006 42.779078631750004 -0.59502499999999992 -0.54526999999999992 43.680097826700013 68.910558799650019 -0.58559499999999998 95.469836670350006 72.378669787950017 54.879495816850003 0.10791500000000002 98.674478761850011 75.951630643300021 36.257608591500009 39.256147742250008 0.097450000000000023 0.20949500000000004 0.091645000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 -4 6 29 8 -8 -10 -11 -9 13 -13 26 18 17 -17 -16 -18 -21 -1 -19 -24 -25 -26 -6 -28 -2 -3
right_child=28 2 4 -5 14 -7 7 11 9 10 -12 12 -14 -15 15 16 19 22 -20 20 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.0022017210747400004 -0.0022352955802012351 0.0002864919262681274 -0.0011499057657719191 -0.0010275841348781044 -0.00055809178805304972 0.001345309711389695 -0.0022315623152462005 0.0011350910624475196 0.0017797615975103116 -0.0021953673305188078 0.0013857069925761118 0.000269621803915696 0.0010218269451644784 -0.0026700696473915069 -5.4547475757584002e-05 0.0013079510272487791 -0.0023001039967334167 0.00017622984588064024 -0.0026090488059306743 0.00027910283112694546 -0.0022578254652440869 0.00014787983546613175 -0.0021343341737035653 0.0015345126717075763 0.0012600132715307765 -0.002465156317905648 0.00036627030364795338 0.0021520221421176531 0.00093056419262553145 0.00078916701348710403
leaf_weight=1.2792548001743878 2.6850579456076953 47.43498158454895 5.7594496025703839 11.003495222423224 2.4364330396056166 8.5786984306760115 5.4467117991298464 15.606008581817148 2.8990811333060273 4.553256053477523 3.2431098725646734 8.1075413003563899 5.6650241427123538 3.6325383558869353 2.4798365812748671 6.1863084137439719 2.5550850569270533 86.909042175160721 2.4963173721916965 5.6023937240242958 1.5275110052898524 29.841647662222385 3.4201739062555117 2.39816321618855 0.79552594153210554 1.4678744417615233 3.9355255076661688 4.3580063283443451 0.82354161445982743 50.991933863610029
leaf_count=125 693 261 69 341 31 56 58 99 12 51 16 39 56 29 21 24 183 791 46 69 145 376 53 12 9 43 29 17 64 216
internal_value=0.00017813 0.000195857 0.000258116 -0.000230522 4.23069e-05 0.00044099 0.000388423 7.1057e-05 -0.000774188 -3.20133e-05 -0.000705722 0.000484375 -9.90793e-05 -0.000639958 9.65582e-05 2.38346e-05 8.48734e-05 0.000169716 -0.00133603 -0.000801464 -0.000264409 5.12972e-05 9.55884e-05 -0.00077161 0.000228216 -0.00115586 0.000881665 0.00130463 -0.0014922 0.000546912
internal_weight=334.12 330.611 288.487 42.1244 132.328 156.159 147.58 49.1533 16.1422 10.6954 7.79637 33.0111 17.4051 11.7401 126.568 115.838 110.862 101.177 4.97615 9.68499 7.1299 31.1209 94.9908 8.08174 4.66156 2.2634 10.73 8.29353 3.5086 98.4269
internal_count=4034 3277 2435 842 1542 893 837 360 137 79 67 223 124 68 1473 1396 1329 932 67 397 214 501 908 117 64 52 77 46 757 477
is_linear=0
shrinkage=0.00212766


Tree=439
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 3 3 0 1 0 1 3 3 2 2 1 1 0 4 0 0 4 1 0 3 0 4 4 2
split_gain=2.53289 3.88203 3.04341 2.88726 3.66584 2.47931 2.43923 2.07719 1.9466 1.48642 1.86756 1.6191 4.10815 1.7167 1.50247 2.09023 2.643 1.70252 2.27863 1.43155 2.99247 2.93904 2.40955 2.39423 3.45847 2.39638 1.73772 1.82695 4.19369 2.25447
threshold=70.206395618550019 96.039789794050009 85.995710218650018 71.096275259700022 70.776348742200014 95.262825394300009 -0.10747999999999999 0.076615000000000016 97.878695155250014 78.10777406390001 107.57327517365 72.752365468100024 0.09180000000000002 0.12201500000000003 -0.59681499999999998 -0.092710000000000001 83.116371560950014 81.479100559500012 104.91170162450001 41.942745071500006 75.462331263550013 85.812895065800021 42.434124620650003 58.167480110400007 85.121961326250016 0.093325000000000033 85.791387400750025 47.927946529500012 42.719328117250008 -0.55354000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 19 4 5 -2 -3 -5 -8 11 14 -10 -13 -14 -11 16 -16 -17 -19 20 -1 22 -21 -22 25 -25 27 28 -24 -30
right_child=1 6 -4 7 -6 -7 8 -9 9 10 -12 12 13 -15 15 17 -18 18 -20 21 23 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0023946445268162972 -0.0025628768332176342 -0.0025609674100831063 0.00055026716404346599 -0.00016298129342101828 0.0016502213346079216 0.0013485975018428062 0.00063243383129699474 -0.0025751704120519953 0.001067531923213412 0.0017888135503421711 -0.0023685990495849909 0.00027397441835145733 -0.0029362798416995525 -0.00017684361656379198 -0.0026045318702861923 0.00071704772313902355 0.00095008816827339725 -0.0027110786020578355 0.0013012904708433707 -0.0027157641873107792 0.0019366084175072506 -0.0028332979131038627 0.0012736775930929803 -0.0027363658356113615 0.00056011744142014745 -0.00021498908477466627 0.0024049573379165846 0.00064804767080590758 0.0014893734569703405 -0.0021706465138400864
leaf_weight=2.2582914598751804 3.19226400437765 1.7823964633862477 158.94715619366616 2.6798922696616483 3.784547861199826 1.2205960154533384 33.296136560384184 7.0948525748681277 2.4543328834697631 3.3657875231001553 1.4776692473096762 6.9240193967707437 5.1772611103951931 1.6106041660532353 2.9998974831542062 18.419041127432141 1.8381186372134832 1.9469228311209001 1.2770859638694672 1.9166569914668858 4.6881750077009192 2.5643409900367251 3.7827723992522868 3.1467724619433266 29.204812377691269 5.9139654478058219 1.5390854328870762 8.6934672147035581 1.052638515830046 7.1177874547429303
leaf_count=227 98 190 908 77 19 5 172 266 37 27 551 63 82 30 159 125 98 74 30 55 21 39 40 82 124 49 5 54 4 323
internal_value=0.000235333 -7.38911e-05 0.000370023 -0.00105703 -3.53703e-05 -0.00148096 0.000140101 -0.00191383 0.000199695 -0.000103702 0.000192971 -0.000678553 -0.00099109 -0.00228153 0.000319791 0.000133075 -0.00125402 0.000443141 -0.00112171 -2.85563e-05 0.000224439 -0.000457495 -0.000204725 0.000362137 0.000169238 -0.00109066 1.22069e-05 -0.000166158 -0.000758324 -0.00169911
internal_weight=331.367 100.541 230.826 17.9722 8.19741 4.41286 82.5693 9.77474 80.7869 47.4907 31.3245 16.1662 13.7119 6.78787 29.8469 26.4811 4.83802 21.643 3.22401 71.8788 45.212 26.6667 24.1024 42.9537 38.2656 9.06074 22.1858 20.6467 11.9532 8.17043
internal_count=4034 2103 1931 465 122 103 1638 343 1448 1276 1064 212 175 112 513 486 257 229 104 1023 503 520 481 276 255 131 426 421 367 327
is_linear=0
shrinkage=0.00233427


Tree=440
num_leaves=31
num_cat=0
split_feature=1 0 4 2 0 0 1 1 4 0 4 2 1 0 0 0 3 0 4 2 0 0 0 1 2 0 3 3 1 1
split_gain=2.94865 4.6598 2.22377 3.29838 3.13367 2.19896 2.19771 2.31999 5.56632 2.24689 1.78742 2.5088 1.76748 1.56424 1.54007 3.77153 1.64814 1.66214 2.65567 2.31313 2.03538 3.04506 2.02976 2.9583 1.82563 1.75332 3.61247 2.94237 1.50498 2.43062
threshold=66.590419433100024 85.995710218650018 41.942745071500006 -0.12546499999999997 75.462331263550013 107.57327517365 66.351146659450009 64.407391431150018 38.625745710700009 88.606203063300015 43.680097826700013 -0.62218499999999988 62.837331883000012 85.925810307250018 91.937202686950016 90.767723400200012 0.12535000000000004 93.953546284800012 38.244973486750006 0.22598000000000004 94.940210418650011 95.050437202000012 96.531777631850005 73.037342029850024 0.13747000000000004 93.805681087600007 0.086030000000000009 0.096885000000000013 62.116825104000007 62.036171360100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 10 7 9 -9 -3 14 -12 -11 -6 15 -2 17 25 20 24 -19 -22 -23 -24 -20 26 -16 -28 29 -5
right_child=5 6 3 28 13 -7 -8 8 -10 12 11 -13 -14 -15 16 -17 -18 18 19 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0020108166748391055 0.00035006049915098939 0.00052896991195431047 0.00020876677146969828 -0.0014634225654960378 0.00045477683462854824 -0.0019898969395123933 0.0017495661940613327 0.00057569201809572223 -0.0018384627852867652 0.00023638492412297453 0.0021343967538208887 -0.00089563940987532145 0.0018844664179709248 -0.00087766024034152017 0.0014187236013672331 -0.0025414225903659135 -0.0014704784533454281 -0.0020210125206298925 0.00022012141995353624 -0.0014184039599056256 0.0022572971211238533 -0.0025474033386337089 0.0011135153041471582 -0.00095316322525066755 0.0015981323609917622 0.0016518378159847088 -0.0015699833921868835 0.00056129814660843601 -0.0024296352060845139 0.00036985837343867433
leaf_weight=2.2833577303681514 4.3927645892836145 89.760626822710037 14.487444006837906 7.8313796292059106 41.129442719742656 2.1466811043210319 5.9000451490283004 12.546332702040674 5.1971832402050486 3.4850136786699286 1.1439059823751438 13.004919746425001 8.8932507708668691 3.6946823969483367 7.1248319703154328 2.8696185587905347 2.4018746309448025 3.2093815999105599 68.225542931817472 3.1653371062129727 1.6006157957017411 1.7931833323091257 3.8537205234169951 8.6401269161142391 3.9113252302631727 5.1832924112677565 4.5678744707256538 5.4856286495923996 2.7059554443694642 4.3164529232308269
leaf_count=227 42 453 203 211 256 649 30 52 42 17 4 490 56 19 29 50 57 39 592 52 7 25 17 215 16 21 37 22 55 49
internal_value=0.000196308 0.000348663 -3.32707e-05 -0.000457177 0.000230762 -1.95739e-05 0.000580797 0.000523275 -0.000131429 0.00063701 1.05146e-05 -0.000650667 0.00142046 0.000344949 8.45105e-05 -0.000792464 0.000137958 0.000171045 5.71363e-05 0.000222822 -0.000596185 -0.000308363 -0.000595802 -0.000315697 0.000294838 0.000651907 0.000350194 -0.000407063 -0.0011067 -0.000812008
internal_weight=344.952 202.231 76.4487 29.3412 47.1075 142.721 125.782 119.882 17.7435 102.139 140.574 14.1488 12.3783 44.8241 126.425 7.26238 119.163 116.761 94.3992 75.3022 19.097 15.8876 14.287 12.4938 72.1369 22.3616 17.1783 10.0535 14.8538 12.1478
internal_count=4034 1670 1020 518 502 2364 650 620 94 526 1715 494 73 275 1221 92 1129 1072 963 660 303 264 257 232 608 109 88 59 315 260
is_linear=0
shrinkage=0.00196157


Tree=441
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 3 1 4 1 1 3 3 2 4 4 0 1 0 4 2 4 1 2 3 1 1 2 1 0 3
split_gain=1.32427 1.37023 1.92188 2.2875 1.71975 1.83094 1.64647 1.55117 2.60359 2.23954 1.92431 1.28325 1.28033 1.19952 1.14251 4.64209 2.76546 2.11163 2.58357 3.18941 2.40554 1.78031 2.83601 4.18746 2.04548 1.5886 1.51927 1.51701 1.8135 2.50186
threshold=83.740093847200015 85.667718326750006 66.590419433100024 66.351146659450009 61.982402197500001 -0.16320999999999999 65.611820673600008 38.625745710700009 64.02831883475001 62.837331883000012 0.087125000000000022 0.098545000000000021 0.20949500000000004 41.827117825850003 41.975471476700008 86.20003303655001 62.154463517850012 86.83719761350001 43.157831852650006 -0.06828999999999999 43.218894539100006 62.052302108850007 -0.085584999999999994 0.10010000000000002 61.987779113750001 61.901748453550006 -0.06483499999999999 62.020040611300011 85.812895065800021 0.089305000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -6 7 10 9 14 -3 -8 -2 -10 16 27 21 20 19 -19 -17 24 -23 -24 25 -9 -26 -16 -29 -30
right_child=12 2 -4 -5 5 -7 11 8 13 -11 -12 -13 -14 -15 15 17 -18 18 -20 -21 -22 22 23 -25 26 -27 -28 28 29 -31
leaf_value=-2.1467157654677148e-05 -0.0035239020097191757 -0.00030492718335513682 2.6800270258753494e-05 0.0027985228505983252 0.0011601893756725654 -0.0029958187279732575 -0.0023964806944710708 0.0014635291932894373 -0.0032955377255897865 0.0024135381179593799 0.002585242347734963 0.00052138612892712536 0.0020319931622660519 -9.3959189242303549e-05 -0.0040570782236406741 0.0021801268644670228 0.0022609222633287948 -0.0027698304713671073 0.0018409518024206405 0.0012577363329065261 -0.0011228864485150337 0.00083867289144085499 -0.0041705964412274248 0.00076160344927641383 0.00048007226926079097 -0.00043549158137414987 0.0023003103124666583 0.00060556558596322279 0.00024990192954143863 -0.0044162662499485266
leaf_weight=28.757612664136104 1.8787169178831384 3.6045077890157691 121.59373329789378 4.9759418442845336 1.5566318552009759 4.6220160783268502 3.7029325142502776 6.8198957517743137 2.7904959954321376 6.9011236913502207 8.4943457841873151 2.9947871826589108 0.60151579341618333 2.3836247995495796 2.4832458123564711 12.73048232868314 10.864140179008244 5.677108868956565 4.448504962027072 3.4862070381641379 2.9912403076887122 8.2703786194324476 4.2218391150236121 3.4248975068330765 8.6144332215189952 16.660412929952145 12.129717253148554 3.8059771806001645 2.2131945304572582 2.9377289693802595
leaf_count=562 693 22 1597 30 23 257 27 26 24 49 41 14 64 17 36 90 56 39 17 13 14 29 31 14 33 80 53 32 14 37
internal_value=0.000235553 0.000255222 0.000335359 0.000589505 -0.000362319 -0.00194877 0.00051245 0.000591483 0.000480833 0.00058117 0.0017242 -0.0010918 -0.00217646 -0.00182063 0.000468042 2.5854e-05 0.00072196 0.00072425 -0.000231447 -0.00123753 0.00155169 0.000443957 -0.000506564 -0.00196151 0.000786065 0.000116082 0.00154442 -0.0017649 -0.0011294 -0.00241136
internal_weight=306.637 304.157 269.221 147.627 34.9363 6.17865 142.651 135.954 123.855 118.681 12.0989 6.69772 2.48023 5.17412 111.779 40.7737 71.0057 29.3335 13.6118 9.16332 15.7217 60.1416 15.9171 7.64674 44.2245 23.4803 20.7442 11.4401 8.9569 5.15092
internal_count=4034 3277 2435 838 842 280 808 767 704 663 63 41 757 41 614 292 322 173 69 52 104 266 74 45 192 106 86 119 83 51
is_linear=0
shrinkage=0.00331438


Tree=442
num_leaves=31
num_cat=0
split_feature=0 0 0 3 0 3 1 0 1 4 4 0 1 2 2 1 2 1 0 0 0 1 1 0 4 0 2 0 4 4
split_gain=3.00092 3.34286 2.28991 2.49401 2.3438 2.25818 2.2381 1.93598 2.59807 3.16606 1.9045 1.64415 1.90701 1.84154 2.71567 2.192 1.69493 1.67751 2.49838 1.63193 3.17183 3.7793 3.02431 1.79545 1.87864 3.38365 2.65786 2.75693 4.39649 3.87422
threshold=93.953546284800012 85.667718326750006 96.163458868000006 -0.10747999999999999 107.57327517365 0.10335500000000002 61.87486387225001 93.805681087600007 69.873026810350026 33.96174662340001 48.86568841230001 97.878695155250014 78.10777406390001 -0.59681499999999998 -0.092710000000000001 83.116371560950014 -0.083424999999999985 81.479100559500012 104.91170162450001 93.399723909900004 91.066142252700018 68.910558799650019 67.649671936450019 90.297243227400017 42.198888176300009 86.20003303655001 -0.072524999999999992 86.83719761350001 43.157831852650006 43.218894539100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 11 10 -1 8 19 -10 -2 16 -13 -14 15 -15 -5 -16 -19 20 23 22 -22 24 -3 -26 27 29 -29 -27
right_child=2 7 3 4 -6 -7 -8 -9 9 -11 -12 12 13 14 17 -17 -18 18 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=7.4335746821765846e-05 -0.00089112456802756365 0.00054234962585780169 -0.0020649519336021866 1.4818330961312952e-05 -0.0019156824566610282 0.00091280553060666173 -0.0009561373962974531 0.0015447585832220462 0.0023005120744259981 -0.0017159649831003918 0.0014107735449844037 -0.0005406472997440706 0.0014970622594746217 -0.0021279118328349157 0.00058574044433245338 0.00046736607362586673 0.00088897896669452251 -0.0021868120087550069 0.0010324688184366858 0.0014480947421413135 -0.00095587538510256542 -0.0026131858771809798 0.00097079658090677657 0.0011815401171565182 -0.00073707429288474261 0.0017910356131315829 -0.00054238641118779579 -0.0012140934352230437 0.0014817880942719476 -0.00065891767354090195
leaf_weight=30.2348541112151 21.767068755347289 107.77614563703537 1.8682245977106493 13.74400500115007 1.9287100058281783 3.2893219878897062 9.9499020543880743 5.2587892990559331 0.84984782338142295 3.8780852199997753 1.3561747530475248 17.044968931470066 3.67566551989876 3.1668918216601041 18.533730072900656 1.8203729161759836 18.459440289065242 2.0381776167778294 1.4765597330406306 5.3346914593130341 5.9775430685840529 2.4187666103243819 5.6093928231857717 11.517911568284033 12.76810774579644 10.838800422847273 7.6150305196642902 5.0968295708298665 3.7145587615668774 2.9076080471277228
leaf_count=501 361 492 195 88 553 33 341 29 2 96 42 214 27 159 125 98 76 74 30 21 65 17 34 64 119 72 45 34 14 13
internal_value=0.000191654 0.00031339 -6.44248e-05 8.81573e-05 0.000137279 -0.000548277 -0.000180813 0.000417061 0.000385229 -0.000994002 -0.000756119 0.000186798 -3.51232e-05 0.000245445 7.52804e-05 -0.00118062 0.000515899 0.00035936 -0.000834375 0.000421142 0.000390057 -0.000470444 -2.31474e-05 0.000464344 0.000409535 7.61891e-05 0.000420334 0.000745328 -7.76085e-05 0.00127283
internal_weight=341.916 231.747 110.169 83.7567 81.8885 26.4126 40.1848 191.562 186.303 4.72793 23.1232 79.9598 47.7564 30.7114 27.0357 4.98726 32.2034 22.0485 3.51474 181.575 176.241 14.0057 11.5869 162.235 150.717 42.9409 30.1728 22.5578 8.81139 13.7464
internal_count=4034 1959 2075 1639 1444 436 842 1117 1088 98 403 891 727 513 486 257 164 229 104 990 969 116 99 853 789 297 178 133 48 85
is_linear=0
shrinkage=0.00188464


Tree=443
num_leaves=31
num_cat=0
split_feature=0 0 3 4 2 0 0 3 4 0 1 2 0 4 0 1 1 0 1 4 2 1 1 4 0 3 3 4 2 4
split_gain=2.16166 2.8281 1.82413 1.72552 2.86785 2.35948 1.6765 2.21418 2.02905 1.77 1.72205 1.78529 3.12054 4.19392 1.64744 1.55156 2.34261 1.46954 2.0172 2.94183 2.26183 1.59262 1.75821 4.17563 1.65949 1.41906 3.89311 3.60245 2.3892 2.16769
threshold=93.953546284800012 85.995710218650018 -0.10747999999999999 41.942745071500006 -0.12546499999999997 75.462331263550013 96.039789794050009 0.10335500000000002 48.86568841230001 107.57327517365 71.397382570300024 -0.122165 94.625660817400004 41.481306584950012 85.925810307250018 62.116825104000007 62.036171360100006 93.805681087600007 66.590419433100024 37.784765830350004 -0.60611000000000004 66.351146659450009 64.665483411650015 38.244973486750006 88.606203063300015 0.087555000000000022 0.09013000000000003 41.50623664750001 -0.08786999999999999 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 -1 7 8 10 -8 11 -4 -13 -14 -7 16 -6 18 21 -20 -21 22 24 -24 25 -3 28 -28 -27 -29
right_child=2 17 6 4 15 14 9 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.0024438866149103385 -0.0018776070272906206 0.00091625352875387793 0.0009863753903322438 0.00027570887590217853 -0.0017580978624630822 0.00051218929446552632 0.0002004608164793964 0.0013525897849308408 0.0019937838698829927 -0.0024209032720988138 -0.0026261083195059862 -0.0025786881401212826 0.0015117786627733016 -0.0026983188184999526 -0.0012098012600022467 -0.0029518594215935017 0.0005433309932970199 0.001848147736823764 0.0010312733904256171 0.0018402197181156264 -0.0010279626479026925 0.0019787680516659308 0.00058201227281675782 -0.0022831739104453674 0.0015352734410921363 0.00026732787257171387 0.0012567066346560074 -0.00077119974352128965 -0.0022513091853714807 0.00090855907803168373
leaf_weight=1.7784216356230889 3.067820082360412 38.822851739823818 2.7277444368228378 13.075064576463776 6.7679407945834082 38.114898478845134 78.908906349213794 2.8585653717163941 1.2796515270601947 1.5008385521359731 3.489888970507308 4.9422658924013394 3.7659402266144753 2.1114381887018681 3.4655789062380782 2.6117855836637309 4.037651470862329 4.7707936880178741 8.3232695045880991 1.7633947199210549 14.491320449509656 4.7853805869817725 10.596518810838459 4.0085681602358809 11.573034074157475 3.8460362404584885 22.62995408475399 12.009749118238689 4.8937225453555566 6.9260413646697989
leaf_count=227 236 218 16 203 211 264 905 30 37 553 107 80 25 86 19 57 49 29 44 8 198 30 49 37 77 16 91 72 36 24
internal_value=0.000221787 0.000356726 -6.09677e-05 -4.04647e-05 -0.000521267 0.000253307 -6.10621e-06 -0.000604711 -0.00091017 0.000151533 -0.00112828 -0.000742434 -0.00117829 -6.91689e-07 0.000368668 -0.00129791 -0.000898139 0.00054238 0.00049932 -0.000124825 -0.000716808 0.000627057 0.000570959 -0.000204378 0.000683409 0.000572797 0.000307737 0.000612765 -0.00114295 -0.000156803
internal_weight=323.945 219.292 104.653 69.8513 26.4924 43.3589 101.585 21.1755 18.3169 80.4097 17.0373 13.5474 10.8196 5.87738 41.5805 13.4174 10.8056 149.441 144.67 24.578 16.2547 120.092 115.306 14.6051 100.701 89.1284 50.3055 41.5657 8.73976 18.9358
internal_count=4034 1959 2075 1030 520 510 1839 381 351 1458 314 207 191 111 283 317 260 929 900 250 206 650 620 86 534 457 239 187 52 96
is_linear=0
shrinkage=0.0023912


Tree=444
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 4 4 0 2 3 0 1 2 2 4 4 4 3 1 0 3 3 2 0 1 4 0 3 0 1
split_gain=0.49429 1.97469 1.53262 0.755033 1.19109 1.13202 1.82075 1.44191 1.21316 3.51901 3.13702 2.56535 2.40796 1.20379 1.40752 1.06165 2.22338 1.64394 1.76952 0.946118 1.09542 1.36621 3.32492 2.25068 1.89807 1.25026 1.17061 1.43149 1.03595 1.0999
threshold=64.407391431150018 88.606203063300015 62.837331883000012 85.995710218650018 85.925810307250018 41.942745071500006 42.434124620650003 85.812895065800021 -0.086139999999999994 0.10507500000000002 85.705356740550016 61.45546440395001 -0.08786999999999999 -0.13734499999999997 35.782584506850007 42.719328117250008 43.572676689450006 0.091645000000000018 57.576019321700009 86.135510041400025 0.084360000000000018 0.092835000000000015 -0.10051499999999999 86.565663342300013 62.057679025150001 41.50623664750001 87.350693116400024 0.088145000000000015 87.170566421650008 62.084563606450011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 -7 15 10 -10 11 13 -13 14 -1 -8 -17 18 -18 -5 28 22 -22 24 -23 -25 27 -24 29 -21
right_child=-2 2 -4 19 -6 6 7 -9 9 -11 -12 12 -14 -15 -16 16 17 -19 -20 20 21 23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=0.017715766343818412 -0.00043867932777621045 -0.0010957368477860214 0.028070710590613779 0.012434127205731661 -0.019217812555753621 -0.03676752576351619 0.015667133927480727 -0.038701543824398645 0.0041008271958646618 -0.034069704321171401 0.025889961532630762 -0.035196091550330544 0.021433045184876653 0.026090204854467444 -0.035284838866993101 -0.035943050208266297 0.0019338332466062097 0.029870563784342767 -0.036833441208514235 -0.0054285321068316995 0.012621357765754498 0.0033312846824784938 -0.0090959723449046456 0.019911967266693059 -0.028233389168024561 0.0017700924796182945 0.003532438952918061 -0.031799600521486476 0.023565009071790627 0.013173662779164015
leaf_weight=1.1712944241007774 126.77418746930198 2.8970771208405477 5.2627739533782005 10.598043262958525 3.652524289675056 1.8634163126116643 3.2578037538332891 1.1082386411726464 14.270524467108777 3.0381843354552975 7.0153370946645728 3.1661672898335382 1.0327588394284246 2.9451855970546603 0.93406703649088729 2.015295813092961 7.1495702074607816 1.7109287902712811 1.472606169991195 6.0771936848759669 6.3894580490887192 5.047792352735998 6.099533982574938 8.6739068478345853 3.2464857548475266 7.2182188779115668 2.7583994865417472 5.4570456147193909 3.8866510391235343 7.2043398171663284
leaf_count=70 2591 17 56 58 31 61 39 19 136 24 21 125 3 19 65 123 124 10 47 35 30 30 43 44 22 35 15 42 28 71
internal_value=0.00100957 0.00235344 0.0177154 0.00137764 -0.00143955 -0.000194419 -0.00657276 -0.00320649 0.00333503 -0.00259922 0.00965014 -0.00266708 -0.0212677 0.0127971 -0.00579854 -0.000685887 -0.00500021 0.00103467 -0.00468734 0.00354138 0.00202273 -0.00062324 -0.00669545 0.00457479 -0.00902353 0.0116719 -0.0153175 -0.0198167 0.00894132 0.00466191
internal_weight=263.395 136.621 8.15985 128.461 55.8039 52.1514 18.5779 16.7144 33.5735 17.3087 16.2648 9.24947 4.19893 5.05055 2.10536 15.6062 12.3484 10.3331 8.62218 72.6571 62.059 44.8908 20.7044 24.1864 8.29428 15.8921 14.315 11.5566 17.1682 13.2815
internal_count=4034 1443 73 1370 917 886 423 362 463 160 303 282 128 154 135 343 304 181 171 453 395 261 130 131 52 79 100 85 134 106
is_linear=0
shrinkage=0.0322042


Tree=445
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 1 0 0 1 2 2 3 3 4 4 4 2 3 4 0 1 3 3 4 2 4 1 4 3 3
split_gain=1.57873 2.3383 2.02557 1.71858 1.68295 2.08548 1.32853 1.31743 1.6543 1.26988 1.77047 1.36575 1.26417 1.45178 1.18136 1.13383 1.97689 1.88478 1.36747 1.73565 1.04028 2.59231 3.10418 2.12989 1.54369 1.44754 2.62446 3.05907 2.47817 3.41194
threshold=70.171445662850019 94.773526014550015 85.667718326750006 61.87486387225001 39.110279783550006 71.096275259700022 107.57327517365 94.203572890950014 70.776348742200014 0.22598000000000004 -0.048954999999999992 0.097015000000000032 0.10608500000000003 38.064633603500006 35.171584490050009 38.244973486750006 -0.116995 0.094175000000000023 38.400997490450003 95.117648655250022 61.987779113750001 0.091645000000000018 0.083365000000000022 40.583589072600013 -0.085584999999999994 42.198888176300009 64.407391431150018 40.720231579350006 0.08766000000000003 0.07745500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 -2 7 9 -6 -9 10 15 -11 -12 -14 -1 16 17 -3 -17 -20 21 22 -4 -23 -25 26 -22 -28 29 -27
right_child=1 6 20 -5 5 -7 -8 8 -10 11 12 -13 13 -15 -16 18 -18 -19 19 -21 25 23 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.0019073880498646832 -0.0038708835806634079 -0.0032374390094848274 0.00034050993629805625 -0.0014115498141342487 0.0025902334517363384 -0.0031294783705318858 -0.0030358679211912208 -0.0032420729172796762 0.0020045629671403063 -0.0034642641260515762 0.0010035108337017331 -6.5030186068323854e-05 0.001291775638675589 -0.002495882956230701 -0.00011825047488915757 0.002592161818829721 -0.0033695172957092681 0.0013992362326233144 -0.0032634751151238389 2.4625080075462441e-05 0.0011896186897262979 0.0020315764066124405 -0.0027756923129342598 0.0010232704201863726 -0.0012744700793549488 -0.0022127401931929104 0.00051368760341928717 -0.0019885384456041384 -0.00061685437757046037 0.0012413727629296313
leaf_weight=2.917560021858665 2.1946413121186179 1.1191201433539393 6.1540916115045565 9.0287847465369833 1.6232255194336178 2.2008746407227591 1.2340794741176058 1.2520767487585547 0.95436775311827649 1.8150948263937596 25.9558166146162 2.5779892303980887 1.5996534358710044 2.1211657063104212 23.433621388394386 1.7811206560581911 2.5761411848943672 2.6867416135501117 1.5007518422789861 40.156704858469311 62.507031381130219 6.7670195177197483 5.4157862402498722 5.2654398679733303 5.2740723546594337 2.9451921384315964 40.346333870664239 4.9422237481921902 20.53968184068799 20.619591552764177
leaf_count=82 49 62 31 334 21 190 649 44 5 82 193 23 11 32 419 7 88 24 74 564 303 24 35 18 37 48 233 42 143 167
internal_value=0.000234728 -9.152e-05 0.000375622 -0.000281252 -0.00161996 -0.000800805 5.61665e-05 0.000537461 -0.000972711 0.000101652 0.000188475 -0.00146949 0.000768927 -0.000867494 0.000106025 -0.000157282 -0.00133877 3.5814e-05 1.63023e-05 -9.3832e-05 0.00050418 -1.81113e-05 -0.00111816 0.000717304 -0.000126541 0.000603468 0.000790915 0.000240626 0.000145329 0.000809668
internal_weight=309.506 93.3496 216.156 35.38 8.22519 6.03054 85.1244 3.82967 2.20644 83.8903 79.4972 4.39308 29.6766 3.72082 26.3512 49.8206 6.382 3.80586 43.4386 41.6575 180.776 28.8764 11.5699 17.3065 10.5395 151.9 107.796 45.2886 44.1045 23.5648
internal_count=4034 2118 1916 835 309 260 1809 70 49 1160 1055 105 236 43 501 819 174 86 645 638 1081 145 66 79 55 936 578 275 358 215
is_linear=0
shrinkage=0.00300193


Tree=446
num_leaves=31
num_cat=0
split_feature=0 0 3 2 1 2 0 2 2 3 3 3 4 0 1 3 1 4 0 0 1 1 0 1 2 4 4 4 0 0
split_gain=1.98632 2.12163 2.02836 2.14055 2.67918 2.22256 2.40959 3.24006 2.69314 2.06092 3.44456 2.0047 2.07092 1.83008 2.03755 1.93401 1.78452 3.47833 1.85524 2.81268 3.44985 3.44236 1.69657 1.53054 1.42644 1.96568 1.7492 1.93657 1.38669 3.04457
threshold=93.953546284800012 93.805681087600007 -0.10747999999999999 -0.056724999999999998 81.479100559500012 -0.068964999999999985 96.039789794050009 -0.122165 -0.18231499999999998 0.082535000000000011 -0.075324999999999989 0.089850000000000027 39.952536079750011 85.667718326750006 61.982402197500001 -0.16320999999999999 69.873026810350026 33.96174662340001 93.399723909900004 91.066142252700018 68.910558799650019 67.649671936450019 90.297243227400017 66.590419433100024 -0.59502499999999992 39.184300550350009 38.334060527150008 35.050303764500008 101.10215645365001 98.911063077300014
decision_type=2 2 2 2 2 2 2 2 2 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 5 28 6 7 8 -4 10 -8 12 -11 14 -1 -16 18 -18 19 22 21 23 -15 -21 -13 26 27 -26 29 -5
right_child=2 -3 3 4 -6 -7 9 -9 -10 11 -12 24 -14 16 15 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=8.4803073850332433e-05 -0.0021476234212129334 0.0020564844547371211 -0.0019924204392948704 0.00061097598341189384 -0.0020085201630237345 -0.0033221365035153369 0.0021076729611056921 -0.0021525510447675104 0.0020635916823707632 -0.0016915772891813287 -0.0029571244368875186 0.00083877679892224841 0.0012480004807765338 0.00046542988107993216 0.00098566245145363359 -0.0023304326988439509 0.0032682425438892424 -0.0023031882131066377 0.0019971718960496584 0.00021711776951631028 -0.0034582156313701859 0.0013511517287262157 0.0015328911564957022 -0.0024864594857614084 0.00075643087076692915 -0.0014080838455479217 0.001955733132657277 -0.0029971521910235662 0.0013740766736092278 -0.0020921540829975625
leaf_weight=31.619394675595686 3.0729104969650498 4.9127378687262526 1.7773066619411109 24.63054771558382 2.8115337027702472 1.6250262447865669 1.2411634217714889 8.6301036591175926 2.9192813890986136 1.8142950387555199 3.357267966028302 5.85674294957425 14.894810528203378 137.7050811983645 1.5708836135454474 4.8549827679526052 0.95329537987708945 3.657363748177886 5.3153398744761935 2.2797922939062101 2.467356100678443 5.7771816295571625 10.838452555239199 3.7168947663158178 2.3634736402891678 9.6379744723672029 2.8739178529940546 1.5267026598448863 11.524966082302852 3.1741916667670003
leaf_count=562 236 29 30 157 296 54 16 226 46 83 367 43 138 789 23 257 2 96 21 13 17 34 64 52 38 139 18 65 79 44
internal_value=0.000226818 0.000368893 -6.85693e-05 -5.1003e-06 0.0004413 -0.000326571 -0.00024101 -0.00120763 0.000528695 5.4673e-05 -0.00159008 0.000248763 0.000928818 0.000329555 -0.000186211 -0.00151977 0.00044317 -0.00115124 0.000486901 0.000437587 -0.000665232 -7.99292e-05 0.000543317 -0.00145863 -0.000261735 -0.000654699 0.000418779 -0.000716666 0.000616429 0.000302386
internal_weight=319.401 215.669 103.732 100.659 42.1412 58.5181 56.893 13.3267 4.69659 43.5663 4.59843 38.9679 16.7091 210.756 38.0453 6.42587 172.711 4.61066 168.1 162.785 14.2412 11.7739 148.544 5.99669 22.2588 16.4021 6.76409 3.89018 39.3297 27.8047
internal_count=4034 1959 2075 1839 576 1263 1209 302 76 907 383 524 221 1930 842 280 1088 98 990 969 116 99 853 65 303 260 121 103 280 201
is_linear=0
shrinkage=0.00259775


Tree=447
num_leaves=31
num_cat=0
split_feature=0 1 3 2 2 2 1 1 1 0 4 2 4 2 2 2 0 2 0 2 2 2 2 1 2 4 4 3 0 4
split_gain=0.473162 1.2975 0.900531 1.60021 0.819943 0.936244 0.737112 2.60577 0.730609 1.58721 1.44667 0.966468 2.08799 1.63552 1.02228 1.07823 2.17367 1.49356 1.62433 1.22257 1.11806 2.60053 1.24431 3.06421 2.25461 2.19808 1.20787 2.67391 1.26155 1.65837
threshold=76.451683855550016 55.917240655200011 -0.25095999999999996 -0.23349 -0.23375499999999999 -0.23349 58.167480110400007 60.613977009100005 64.407391431150018 88.606203063300015 41.975471476700008 0.010890000000000002 41.257403903850005 -0.0034049999999999996 -0.026144999999999998 -0.053159999999999992 86.382848189450016 -0.06828999999999999 86.329079026800017 -0.073609999999999995 -0.078649999999999984 -0.077085000000000001 -0.086139999999999994 62.057679025150001 -0.087234999999999993 41.535369675400013 43.047778594550003 0.085820000000000021 85.705356740550016 38.064633603500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -2 -8 9 11 -11 13 -13 14 15 17 -17 19 -19 20 22 -22 24 25 26 -24 28 -28 29 -9
right_child=6 -3 4 -5 5 -7 7 8 -10 10 -12 12 -14 -15 -16 16 -18 18 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.034787917272032093 0.012222966955494931 -0.029158187778619803 0.023287189434781953 0.019450922370732131 -0.030399839569577484 0.0062776418455132753 -0.028335796465915716 0.012744414329739348 -0.00029366079973814035 0.029016962765090033 0.0047790527554793776 0.018392512550408309 -0.010872026120576646 -0.017826638027547085 0.011635692183858026 -0.022385842579677292 0.0050005145554354894 0.0027747374209884843 0.02600762305789665 -0.017093283161229367 0.026565209650366576 -0.0017093109155219531 -0.021230760392786586 -0.031158800744067239 0.025944731111426207 0.0079297749109681261 -0.041432433275856176 -0.00084716924840656641 0.0048275892223719448 -0.019620418528147065
leaf_weight=1.2647131686098871 4.5648797070607534 1.5062766026821917 1.4929487113840871 0.63903503818437446 0.69778944551944677 2.4514026446267958 2.3577324063517144 1.7999649517005156 128.14078846909979 3.2829658798873416 4.635669432580471 6.9470166340470296 2.6205999355297536 3.4462561914697281 7.5434359582141033 4.3706278996542078 4.6881445422768593 5.7790272030979377 3.9566578716039658 2.9365820884704723 4.2524510100483894 6.2998308166861516 2.780902370810507 3.2757372953928998 2.8777343090623608 7.348624097649008 1.6348808505572368 5.6296250848099589 29.832892373204231 3.9409641311503947
leaf_count=34 33 209 32 49 18 93 64 34 2591 41 32 42 25 27 68 33 20 33 21 22 71 35 22 34 10 62 34 44 144 57
internal_value=0.000887279 -0.00578034 -0.000400862 -0.0165815 0.00623482 -0.00184926 0.00109787 0.000895039 0.00117291 0.00274054 0.0148278 0.00188565 0.0103769 0.00109224 0.00175117 0.000935418 -0.00821271 0.00194179 0.0122168 0.000564109 0.00130833 0.009685 -0.000186785 -0.0076713 0.00200789 -7.5792e-05 0.000399893 -0.0099809 0.00251975 -0.00947301
internal_weight=262.996 8.05217 6.54589 1.90375 4.64214 3.14919 254.944 250.379 248.021 119.881 7.91864 111.962 9.56762 102.394 98.9481 91.4046 9.05877 82.3459 9.73569 72.6102 69.6736 10.5523 59.1213 13.4053 45.7161 10.1295 42.8383 7.26451 35.5738 5.74093
internal_count=4034 435 226 83 143 111 3599 3566 3502 911 73 838 67 771 744 676 53 623 54 569 547 106 441 118 323 84 313 78 235 91
is_linear=0
shrinkage=0.0279367


Tree=448
num_leaves=31
num_cat=0
split_feature=1 0 1 1 4 2 4 4 1 1 3 3 1 3 2 2 2 2 1 4 1 2 0 0 1 1 3 3 4 4
split_gain=1.71082 1.49978 2.46031 2.34299 1.48903 2.47435 1.72804 3.31137 1.74714 1.66016 1.68865 1.58882 1.4694 1.71739 1.34029 4.20478 1.4241 3.9392 2.3306 2.2952 2.21596 3.10121 1.73067 1.58393 1.29636 1.35355 2.48672 3.07295 1.92543 1.61017
threshold=83.740093847200015 85.667718326750006 66.590419433100024 66.351146659450009 42.488347682450005 -0.62218499999999988 41.827117825850003 41.605323437500005 75.499969677400017 67.192634054300015 0.12535000000000004 0.076130000000000017 61.982402197500001 -0.16320999999999999 -0.059424999999999999 -1.0000000180025095e-35 -0.08786999999999999 -0.079634999999999997 71.246828915000023 40.80591513400001 83.116371560950014 -0.10423499999999999 98.142164052000012 97.674372337300014 65.687097501250022 61.987779113750001 0.091645000000000018 0.083365000000000022 40.583589072600013 42.141702038450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 24 6 -6 7 9 -8 -4 14 -7 -1 -14 16 -16 18 -18 -11 -19 21 22 23 -20 25 26 27 -3 -28 -27
right_child=-2 2 4 -5 5 11 8 -9 -10 10 -12 -13 13 -15 15 -17 17 19 20 -21 -22 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=-2.8860472000809265e-05 -0.0019911781863783734 0.00036807141612361569 -0.0022658601042695277 0.0024494686451240104 0.0030737914600510651 -0.0030692473211324945 0.00021610873196051362 -0.003543499089366979 0.0022330321495146609 0.0013255746284893837 -0.0023827944904715043 -0.00054464573808020748 0.00099365483761496075 -0.0024374134116188391 0.0016233310053988342 -0.00017901393439490894 -0.0037457862102508836 -0.00079981506936861214 -0.0023623734401444631 0.0025293170161454267 0.0020481395714625245 0.00091103843897670251 -0.0033180991448681749 0.00041190656566699591 -0.0010696506173174922 0.00095928975541134632 0.0019037378524926387 -0.0025962821934963284 -7.2133826899826358e-05 0.00023263086947662872
leaf_weight=29.89575039059855 2.785308464895933 6.0636312961578387 2.2871309639886013 5.2717140316963187 1.4442046172916914 2.2281626892508966 7.7693373858928663 2.0405848566442719 6.3667789669707417 10.329113027080888 2.0171174679417154 22.953461272176355 1.6007351474836466 4.6164066907949737 18.831063101068139 23.970311045879505 3.0316435610875478 6.9700062875635904 3.0852173166349512 2.2261598482728004 2.6639581732451907 5.7783759348094526 3.5410064412280917 3.6727177836000919 4.1027515418827525 70.514201335608959 6.5894689261913326 5.374567274004221 10.297759551554917 38.360359121114016
leaf_count=562 757 31 32 30 5 139 73 31 38 50 45 457 23 257 88 241 54 93 59 7 13 43 105 24 27 361 24 35 55 275
internal_value=0.000236019 0.000255782 0.000326922 0.00058108 4.29948e-05 -0.000559648 0.000196426 5.13691e-05 0.00112451 0.000134348 0.000198094 -0.000768032 -0.000291428 -0.00155401 0.000259996 0.000613953 -0.000106844 -0.000924118 0.000236924 6.08383e-06 -0.000363078 -0.000762609 -0.00170163 -0.000854643 0.000511374 0.000558652 2.81587e-06 -0.00102482 0.00069886 0.000703262
internal_weight=316.679 313.894 277.781 146.574 131.206 26.6258 104.581 90.4444 14.1361 88.4038 86.1167 25.1816 36.1129 6.21714 84.0996 42.8014 41.2982 12.2278 29.0704 9.19617 18.7413 16.0773 10.2989 6.75794 141.303 137.2 28.3254 11.4382 16.8872 108.875
internal_count=4034 3277 2435 838 1597 601 996 885 111 854 822 596 842 280 777 329 448 154 294 100 244 231 188 83 808 781 145 66 79 636
is_linear=0
shrinkage=0.00285438


Tree=449
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 4 1 3 1 0 3 3 0 4 2 2 3 3 4 3 0 0 2 2 1 0 2 3 4 3
split_gain=2.8324 3.91822 2.8722 2.30221 2.0499 2.44382 2.02829 1.73563 3.67263 2.86783 2.85754 2.8498 2.74713 1.99132 1.71029 1.62413 1.57294 1.55841 1.54291 2.24673 1.69769 2.00415 1.47917 2.52614 1.92354 2.04006 2.00819 1.89159 1.71903 2.08962
threshold=70.171445662850019 85.705356740550016 94.773526014550015 0.10184000000000003 0.11531000000000002 39.664548207900005 83.740093847200015 -0.15572 61.982402197500001 71.131225215400022 -1.0000000180025095e-35 0.078905000000000017 78.626646483100004 37.999598532650005 -0.59502499999999992 -0.08786999999999999 -0.10747999999999999 -0.25095999999999996 39.110279783550006 0.087555000000000022 94.203572890950014 94.625660817400004 -0.048954999999999992 0.22598000000000004 83.116371560950014 100.15850764985002 -0.094519999999999993 0.089850000000000027 42.094663496250007 0.08376500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 18 7 -5 -6 16 9 10 -1 13 -12 -13 -9 -10 -14 -4 -11 -2 -20 -21 -22 24 28 25 -18 -27 -28 -24 -30
right_child=2 -3 6 4 5 -7 -8 8 14 17 11 12 15 -15 -16 -17 22 -19 19 20 21 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.0025547879289154331 -0.0026969167284198038 0.00050237312587102809 -0.0015177103177977714 0.001210835227199329 0.00097570994442729207 -0.0026673365144261598 -0.0016062126966661587 0.00018724435709772418 0.0013180300243081555 8.4633790993665953e-05 0.0019995426268591752 -0.0025227818344364544 -0.00097701865104635535 -0.002634028673242608 -0.0024115129430104507 0.00084589256353834023 6.7708881754862738e-05 0.0018720935229739979 -0.0022402141554510925 0.0018444435494374425 -0.0023056472161577459 0.001621635505580021 0.001021468776572277 -0.00095815406311262322 0.0015143146639145203 -0.001956932193673995 0.00080109493494187048 -0.0015713083123138388 0.00092086522567045356 -0.0012997586734687938
leaf_weight=1.421336798230185 2.3004034254699928 192.90009445417672 2.5986024922458446 8.4639668799936754 1.752465441823005 1.5897573828697202 3.2115664173616087 1.7378675490617777 0.61203081905841816 6.6790894558653235 3.1682132668793228 2.033914645202457 3.432808615267275 3.2515213941223919 6.1485778442583969 6.2243031244724989 39.442133633419871 3.298550305888055 2.6212286876980215 1.787269279360771 1.6024150736629965 0.92941536754369725 22.646396562457088 4.6474309279583386 3.3037391398102036 5.0421939303632826 3.7690687291324121 2.5513213090598583 4.004096718505024 3.6826337641105056
leaf_count=115 49 1041 119 40 14 27 757 53 2 91 15 63 40 104 248 44 372 19 187 16 51 6 124 76 17 197 36 43 18 50
internal_value=0.000239057 0.000364997 -5.44686e-05 -0.000166973 0.000653721 -0.000757137 5.57925e-05 -0.000421899 -0.000719482 0.000272766 -0.000258162 0.000209636 -0.000275421 -0.00165134 -0.00207388 0.000197903 0.000114008 0.000675558 -0.00118681 -0.000686283 0.000256786 -0.000863972 0.000161603 0.000502574 -5.88314e-05 -0.00016113 -0.000955484 -0.000156562 0.000726377 -0.000143013
internal_weight=346.854 242.714 104.14 49.8144 11.8062 3.34222 94.8992 38.0082 26.6092 11.399 19.8486 14.8592 11.691 4.98939 6.76061 9.65711 91.6876 9.97764 9.24073 6.94033 4.3191 2.53183 89.089 34.9806 54.1085 50.8047 11.3626 6.32039 30.3331 7.68673
internal_count=4034 1916 2118 875 81 41 1809 794 569 225 319 162 147 157 250 84 1052 110 309 260 73 57 933 268 665 648 276 79 192 68
is_linear=0
shrinkage=0.00212766


Tree=450
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 4 4 1 2 2 2 3 3 3 3 3 3 3 1 3 3 4 2 4 3 3 4 2 3
split_gain=2.70252 3.43068 3.30067 2.47826 2.19417 1.80242 1.88122 1.77584 2.23775 1.76597 2.79544 2.5011 1.95812 1.8206 1.74616 2.49519 1.69417 1.5429 1.36996 1.359 2.54382 3.50702 2.57603 1.55519 1.51313 2.80423 3.7562 2.72103 3.09451 4.14607
threshold=70.171445662850019 85.667718326750006 94.773526014550015 61.87486387225001 107.57327517365 76.451683855550016 44.952171034750002 39.110279783550006 70.206395618550019 -0.054619999999999995 0.22598000000000004 -0.068964999999999985 0.083495000000000028 0.098075000000000023 0.090390000000000012 0.092650000000000024 0.10507500000000002 0.097015000000000032 0.084360000000000018 61.987779113750001 0.091645000000000018 0.083365000000000022 40.583589072600013 -0.085584999999999994 42.198888176300009 0.08766000000000003 0.07745500000000001 43.680097826700013 -0.032369999999999996 0.097015000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 9 6 16 -2 -9 11 13 12 -4 -11 -10 -16 -1 -12 -14 20 21 -3 -22 -24 -21 26 -26 28 29 -27
right_child=2 19 4 -5 -6 -7 -8 8 14 10 17 -13 18 -15 15 -17 -18 -19 -20 24 22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0019326169106854217 -0.0024406352741624922 0.00029699625895289358 -0.00091150205245778965 -0.00092632832895417827 -0.0018757510395309258 0.00043200843696473425 4.9028501519057991e-05 0.0020226031979843876 -0.0019570467773771896 0.00075280111426261173 -0.0021449403730038844 -0.0022638405418064092 0.0016594521988593314 -0.0004360063509011725 0.0013313831202734379 -0.0020225418868905229 0.0020078304883125201 -7.7002830202621309e-06 3.252115337744102e-05 0.00057962862420954202 0.0013461957197974611 -0.001697379985777251 0.00062883523966859737 -0.00077007107865386878 -0.0012296560955242183 -0.00038169820981481936 0.00086167565257877585 0.00081943153311929873 0.00032327179312551603 -0.0028336692607234164
leaf_weight=3.5492318072356306 2.4451596536673588 6.6085140220820922 7.6653995234519163 11.082060532178728 1.9728695295052592 19.630922583863139 7.6521822554059327 0.95038479566574086 3.284113944740966 29.035323604592122 2.0626867678947738 1.8162738848477662 1.8515649307519186 5.1830089937429866 1.8656454645097258 1.2746762624010441 0.41617633402347554 2.6152010066434741 38.672438946552575 120.0500327385962 7.1293154135346439 5.5281239002943039 5.328994661569598 5.5269623361527875 3.3561396081931916 6.1618509963154828 23.199123609811068 5.586972936987876 6.4570449944585571 3.810052178800106
leaf_count=263 49 31 318 334 649 155 81 4 207 191 82 55 10 58 12 37 2 23 423 578 24 35 18 37 48 38 167 26 37 42
internal_value=0.000195807 0.000301995 -5.84188e-05 -0.000175604 5.15477e-05 9.06349e-05 -0.000486204 -0.00107606 -0.000623623 9.43174e-05 0.000389589 -0.000135355 -5.51319e-05 0.000572734 -0.00101509 -2.99961e-05 -0.00151906 -0.000950104 0.000106857 0.00040372 4.22197e-05 -0.000611423 0.000483304 -8.3373e-05 0.000468297 0.000193126 0.000597366 -0.000294463 -0.000673264 -0.00131854
internal_weight=341.768 241.074 100.695 42.3306 90.8748 31.2485 11.6176 9.81998 7.37482 88.9019 38.8962 50.0057 48.1894 34.2183 6.42444 3.14032 3.96541 4.67789 40.524 198.743 30.1219 12.1366 17.9853 10.856 168.621 48.5712 26.5553 22.0159 16.4289 9.9719
internal_count=4034 1916 2118 835 1809 501 346 309 260 1160 354 806 751 249 256 49 265 105 433 1081 145 66 79 55 936 358 215 143 117 80
is_linear=0
shrinkage=0.00184769


Tree=451
num_leaves=31
num_cat=0
split_feature=4 1 0 1 1 3 2 1 2 4 2 4 0 4 2 4 2 2 1 4 1 1 1 0 2 2 1 0 2 2
split_gain=0.462887 0.689351 1.2155 0.489189 1.72156 0.836368 0.750785 0.949105 2.45444 2.01381 3.46781 4.79622 1.9359 1.62291 1.51638 1.14981 1.0855 3.63247 3.73994 1.64873 2.42396 2.14097 1.60447 1.38004 1.25965 1.18941 1.01762 0.956715 0.902266 1.90188
threshold=32.051492741500006 68.34060567600001 96.741477366050006 66.590419433100024 66.351146659450009 -0.52484999999999993 0.20949500000000004 64.665483411650015 -0.053159999999999992 36.620308449100001 -0.081354999999999997 43.426640904350009 87.350693116400024 41.872294782850005 -0.10946499999999999 43.157831852650006 -0.053159999999999992 -0.044409999999999998 62.132955852800002 41.360869295700006 62.111448187750007 62.00390986255001 61.987779113750001 67.04476885710001 -0.06483499999999999 -0.072524999999999992 61.987779113750001 86.565663342300013 -0.078649999999999984 -0.077085000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 7 12 9 -9 11 -11 16 14 -14 -15 24 -18 19 -19 21 22 23 -21 25 28 -26 -25 -2 -30
right_child=3 2 -4 5 -6 -7 -8 8 -10 10 -12 -13 13 15 -16 -17 17 18 -20 20 -22 -23 -24 27 26 -27 -28 -29 29 -31
leaf_value=-0.042219838540025999 0.00038791875860965123 0.03947115661093336 -0.047828201842008825 -0.047508745472617776 0.02716504726265026 -0.00029235486400138588 0.017875424493568697 0.018196269246735852 -0.041370941219717287 -0.053775128085447051 0.038488157969799132 0.018974906939102754 0.0029205292374076051 -0.0038303299254650062 0.036125445863377625 0.019661007526793079 -0.058322585253313797 0.0088014299655797268 -0.051643656332338014 0.039249000852274445 0.032466167446929685 -0.05808471695702673 0.02488428489829821 -0.044546623579934129 0.00098709055339318906 -0.024977503048514791 0.027266219042040157 0.020018846143862658 0.033197617735780734 0.00078865544607471566
leaf_weight=0.80833715520566218 65.007930950960144 0.53124342113733292 0.35590599173156079 0.50363857753109087 3.7470057494938365 108.62196080516151 3.9153849652502677 4.5855152606964094 2.3680046610534182 3.2869658647105089 1.3650379432365305 1.917335756588727 2.7263874411582947 7.9390173181891424 5.6389017663896102 4.2880894020199776 1.6532614943571413 14.97065738542006 1.8896412830799807 0.39168228721246068 1.2962976731359956 1.645814756862819 1.297072567977011 2.0273332244250928 3.3638491025194508 2.2465356625616542 4.7488754168152809 0.36133566498756398 3.6656593307852745 7.1183440387248975
leaf_count=77 703 3 102 27 30 2230 38 24 32 37 10 61 17 45 64 24 16 102 35 4 6 31 9 134 23 17 24 2 70 37
internal_value=0.00123786 -0.017801 0.00444846 0.00136079 0.00269128 -0.000510269 0.00207876 0.00165455 -0.00756979 -0.000394328 -0.0133709 -0.026973 0.00259757 0.0128965 0.0253034 0.00440816 0.000698654 -0.00592116 -0.00229328 0.00194745 -0.0126701 -0.0228934 -0.00868869 -0.0243509 0.00266061 0.00123542 0.0163699 -0.0347798 0.00201239 0.011805
internal_weight=264.283 1.69549 0.887149 262.588 153.462 109.126 149.715 145.8 13.5229 11.1549 6.56934 5.2043 132.277 20.5924 8.36529 12.2271 111.684 25.5331 23.8798 21.9902 7.01954 5.72324 4.07742 2.78035 86.1512 78.0385 8.11272 2.38867 75.7919 10.784
internal_count=4034 182 105 3852 1595 2257 1565 1527 164 132 108 98 1363 150 81 69 1213 339 323 288 186 180 149 140 874 827 47 136 810 107
is_linear=0
shrinkage=0.0365552


Tree=452
num_leaves=31
num_cat=0
split_feature=0 2 4 3 0 3 4 3 3 2 3 0 0 2 4 1 2 1 3 4 2 1 0 4 3 4 1 3 1 3
split_gain=0.441685 1.03903 0.944356 0.716526 0.498601 0.497997 0.440015 1.01222 1.59596 1.36523 1.82865 1.95088 1.92044 1.77978 2.41364 2.63495 1.67514 1.28188 1.24662 1.23308 1.13892 2.12144 2.45557 1.04065 1.01787 1.41755 0.922231 1.71606 1.13076 0.991625
threshold=102.70985441565001 -0.086139999999999994 40.00488309970001 0.097970000000000015 102.31465107045001 0.086230000000000015 42.094663496250007 1.0000000180025095e-35 -0.15572 -0.11572 0.093905000000000016 97.39208423365001 94.300357383600002 -0.08786999999999999 44.169240047700008 71.504920895500007 -0.075639999999999999 62.025417527550012 0.085895000000000013 48.226196960950006 -0.078649999999999984 62.009286778800011 87.818484831100008 47.709122305950011 0.080515000000000017 43.384297312450009 62.057679025150001 0.08376500000000002 62.132955852800002 0.12535000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 5 6 -4 -1 8 19 10 12 -12 18 14 15 17 20 -11 24 -8 21 -15 -23 -14 -9 -26 27 -18 -28 -30
right_child=1 2 3 -5 -6 -7 7 9 -10 13 11 -13 23 16 -16 -17 26 -19 -20 -21 -22 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.0021881206825801001 -0.038504386254701699 -0.038279267938442336 -0.012031656262767088 -0.051493337799155547 0.015498356822074989 0.022867653681083004 -0.023108634916447834 0.022806454468504111 -0.038659321536783309 -0.012976848729852799 -0.036383397873209024 0.013976941834721856 -0.041234525919550423 0.0258579534255572 0.023126287040585666 0.0055927264625632621 0.019876637210185025 -0.046931001309358227 0.034202110828213207 0.0073632014832670538 0.031482876020051634 -0.027489294976994583 0.015405284699545881 0.0064988238031854547 0.013519624213384094 -0.050038681445540308 0.01820592859286212 -0.042347012645532062 -0.01357243399946071 0.011069885116999897
leaf_weight=178.80944115569582 1.3064274763019055 0.73648731576395166 0.77286303802975531 0.25532827191636887 3.4539555390365413 2.2080065361806192 2.9618632410420105 3.0595173981273565 2.4239621773594973 2.3517872053198499 2.2300769444555035 2.0829861387610435 1.0709134754724794 4.5307386470958573 1.9289216629695136 3.1956491805613041 0.86414989084006011 4.6052842712961137 6.0249137431383133 4.9950764765962958 2.9837291492149189 3.8347697220742702 3.6444545104168355 1.5873345873551441 1.264368385076523 0.80357752554118622 3.0150411818176499 2.2015716780442744 9.1153348949737829 3.0519048189744344
leaf_count=1719 519 211 121 17 30 109 160 56 154 25 27 14 116 25 20 23 15 102 34 40 63 42 28 39 10 58 25 60 155 17
internal_value=0.0011569 -0.00955653 -3.69508e-05 0.00866616 0.00137775 0.0138192 0.0011847 -0.00124557 -0.0120773 0.000526677 0.00920665 -0.012062 0.0158489 -0.00294423 -0.0152436 -0.0225336 0.00152597 -0.035453 0.0226611 -0.00397953 0.0107926 0.00565234 -0.00658775 -0.0127312 0.00910013 -0.0111783 -0.00608806 -0.0248077 -0.00230805 -0.00739141
internal_weight=261.37 5.27911 3.97269 3.2362 256.091 2.98087 252.637 73.8279 10.3809 63.447 18.1237 4.31306 13.8106 45.3233 12.0816 10.1527 33.2417 6.95707 11.1524 7.95694 14.9937 12.01 7.47922 2.65825 5.12746 2.06795 18.248 3.06572 15.1823 12.1672
internal_count=4034 977 458 247 3057 230 3027 1308 354 954 354 41 313 600 170 150 430 127 158 200 158 95 70 155 124 68 272 75 197 172
is_linear=0
shrinkage=0.0374183


Tree=453
num_leaves=31
num_cat=0
split_feature=0 1 3 2 3 3 1 1 3 4 4 4 1 2 3 3 0 2 3 2 2 4 2 1 0 3 1 1 3 1
split_gain=0.421636 1.16919 0.821454 1.45661 0.725565 1.7081 0.654475 2.25313 0.660038 1.34333 0.984907 0.81348 0.917075 0.539102 1.59009 3.2163 3.58435 1.82265 1.67923 1.64896 1.81408 2.10871 3.88911 1.63001 1.35946 1.96095 1.4601 1.74755 1.38989 1.30986
threshold=76.451683855550016 55.917240655200011 -0.25095999999999996 -0.23349 -0.15572 -1.0000000180025095e-35 58.167480110400007 59.632689791450012 -0.27628999999999998 33.708131650200009 32.724174661450007 30.317390213800007 68.34060567600001 -0.06483499999999999 0.083365000000000022 0.092835000000000015 95.620390325650007 0.22598000000000004 0.10249000000000003 -0.018034999999999999 -0.0068649999999999996 40.467253020850002 0.15607500000000005 70.389210771400016 86.329079026800017 0.10507500000000002 73.037342029850024 78.10777406390001 0.11922500000000003 72.752365468100024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -2 -8 9 -9 11 12 -10 -12 29 16 19 -18 23 -16 -21 22 -22 -17 25 -20 -26 -28 -27 -15
right_child=6 -3 4 -5 5 -7 7 8 10 -11 13 -13 -14 14 15 18 17 -19 24 20 21 -23 -24 -25 26 28 27 -29 -30 -31
leaf_value=-0.037353696698163748 0.012597655284580489 -0.03159507188067795 0.021693332222254842 0.019951502090240384 -0.033930658404480507 0.0159691206601341 -0.03609534774558687 0.025457320964621121 -0.035297845560516523 -0.030636748378080062 0.00024888879004948032 -0.041391113709998657 0.024329879237399515 0.013078381662080503 -0.0046797355522881605 0.020278531173409001 0.0091211431618838639 -0.035761119045611973 0.0044279265236883952 -0.062170519024359376 0.02379896753245106 -0.039217928231572163 -0.03442664498547586 0.00024891238872897734 0.0090077230382835209 -0.04612963551054329 -0.037231819398235694 0.008816185908833837 -0.0065895469315203712 -0.0021799358984645914
leaf_weight=1.2010361484717575 4.4716082382947198 1.3742160281399263 1.7511961439158761 0.62322493479587127 1.0407134900451633 1.6259825630113482 1.5169910294935096 0.53333077009301577 0.41929539316333719 1.5216778596077345 146.82340150215896 0.90825548887369223 0.55364956309495028 20.965681335888807 5.1522741767112157 10.760983841260897 9.6238341450225526 0.9166984715266161 3.8041156642138985 1.1391594940796483 2.0162958614528206 3.3075833563343622 2.2401098534464836 5.7755892307613967 15.393794491421433 1.7552823983132841 1.5128938341513269 1.5367772074096135 1.5472745914012191 6.9228948270174433
leaf_count=34 33 209 30 49 84 29 54 11 10 58 2161 46 69 162 39 74 204 31 20 15 11 89 39 68 91 30 31 25 17 211
internal_value=0.00085216 -0.00619779 -0.000606549 -0.0177764 0.00648334 -0.00350493 0.00106598 0.000856919 0.0010856 -0.0160788 0.00123071 -0.0206909 -0.00136698 0.00140169 0.00319522 0.000638224 -0.0081483 0.00521778 0.00573141 -0.0183166 -0.0263896 -0.0210009 -0.00684467 0.013283 0.000843899 -0.0104581 0.00519879 -0.0140275 -0.0276048 0.00929075
internal_weight=258.736 7.61637 6.24215 1.82426 4.41789 2.6667 251.119 246.648 245.131 2.05501 243.076 1.8812 0.972945 241.195 94.3712 66.4827 24.396 10.5405 42.0867 13.8554 8.70315 7.56399 4.25641 16.5366 25.5501 7.10667 18.4435 3.04967 3.30256 27.8886
internal_count=4034 435 226 83 143 113 3599 3566 3512 69 3443 125 79 3318 1157 784 428 235 356 193 154 139 50 142 214 67 147 56 47 373
is_linear=0
shrinkage=0.0304144


Tree=454
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 1 3 3 1 0 1 4 1 0 0 1 1 0 4 1 2 4 3 3 3 4 0 4 2 0
split_gain=2.74634 1.78138 2.95106 2.51017 2.44369 2.23572 3.37657 2.54862 2.08172 1.96839 2.2883 3.32183 1.93755 1.78213 3.16772 3.6537 3.84754 1.7305 1.8216 4.63328 3.13752 2.52512 2.0305 1.65485 1.49215 2.76119 2.01324 1.89924 1.84798 2.0874
threshold=83.740093847200015 93.953546284800012 85.705356740550016 96.163458868000006 -0.10747999999999999 71.096275259700022 0.10335500000000002 0.08376500000000002 70.727956495850009 93.805681087600007 69.873026810350026 33.96174662340001 72.187789260650007 93.399723909900004 91.066142252700018 68.910558799650019 67.649671936450019 90.297243227400017 38.625745710700009 64.02831883475001 -0.13953999999999997 37.038444968100009 0.093160000000000034 0.10184000000000003 0.099465000000000012 42.522337019050006 100.15850764985002 41.827117825850003 -0.58994000000000002 98.674478761850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 5 -5 6 8 12 -3 10 13 -12 -7 14 17 16 -16 18 21 -20 -21 22 -4 -1 25 27 -27 -6 -26 -30
right_child=-2 3 9 4 24 7 -8 -9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.00040983943928528252 -0.0016646216422343361 -0.0010615942758294117 -0.00085513578692197011 -0.0023924080862896798 0.00039498808706296668 0.00063987758616363593 0.0022619658561796076 -0.0024815819916230281 0.00086933674101949496 0.001779838398085123 0.0026998697474673039 -0.0019641735811740044 -0.0024357870203174387 0.0016964121367340124 -0.0012808476266488967 -0.0029800953583872226 0.001182577438758904 0.0013298213700397908 0.00045378393638665867 9.4146585904789315e-05 -0.0028989304213800069 0.0020756431483291249 0.0011359687053834953 0.00058359190315664436 0.0011541378308762937 0.00011597959552844104 -0.0017369592941067823 0.0014490761577571297 -0.0021108473221731431 -0.00016874934624057228
leaf_weight=33.508422588463873 3.7167122055543578 9.6279274728149193 3.8372379988431948 1.7241059449734155 41.752261340618134 3.3302180077880603 2.443126968573778 5.1478313404368237 3.6709438450634471 5.2045597778633228 0.89713749289512534 3.829996831016615 1.3785241588484494 5.3730023559182873 6.0880629336461407 2.4535988494753829 5.9846360352821648 11.438403245061634 112.24595552310348 3.2998234257102013 3.3692421354353419 7.362741991877555 6.6854550838470459 10.477302392013369 3.0754116624593726 7.6641347990371269 4.3898456045426428 10.105768233537672 3.7018733490258446 9.1350002088583988
leaf_count=798 757 114 23 104 330 73 14 133 22 29 2 96 80 21 65 17 34 64 606 20 39 32 29 84 18 70 163 45 42 110
internal_value=0.000200314 0.000221369 0.000332853 -9.67249e-06 0.000177424 -0.000605699 -9.55023e-05 -0.00142054 -0.000528591 0.000457856 0.000418054 -0.00107901 -0.000260549 0.000460144 0.000419334 -0.000552966 -5.96872e-05 0.000514612 0.000446449 0.000348811 -0.00141797 0.00109561 0.000409886 -0.000173206 0.000232929 0.000381768 -0.000558828 0.000600402 -0.000364886 -0.000728808
internal_weight=332.919 329.203 222.056 107.147 81.5484 25.5986 15.742 9.85657 13.2989 178.07 172.865 4.72713 4.70874 168.138 162.765 14.5263 12.0727 148.239 136.8 118.915 6.66907 17.8854 10.5227 43.9857 79.8243 63.912 12.054 51.858 15.9123 12.8369
internal_count=4034 3277 1959 1318 882 436 150 286 136 1077 1048 98 153 950 929 116 99 813 749 665 59 84 52 882 778 608 233 375 170 152
is_linear=0
shrinkage=0.00218174


Tree=455
num_leaves=31
num_cat=0
split_feature=0 4 4 4 4 0 1 3 2 2 3 2 1 1 3 2 3 3 1 3 3 4 4 2 2 3 4 2 1 2
split_gain=0.423868 0.688414 0.623756 0.437872 0.918801 0.389035 1.07722 0.718382 1.28876 0.700943 0.726936 1.04815 0.53054 2.0674 0.508456 0.514412 1.65258 2.90065 2.38163 1.77779 2.72447 1.57784 2.87606 1.68162 2.58303 1.46975 1.86997 1.87359 1.69577 1.21395
threshold=103.48144189910001 40.844669808050007 42.536568606950006 42.402981339000007 40.890797847750008 76.451683855550016 55.917240655200011 -0.25095999999999996 -0.23349 -0.23375499999999999 -0.15572 -0.092990000000000003 58.167480110400007 60.613977009100005 -0.27453499999999997 -0.06483499999999999 0.083365000000000022 0.091645000000000018 70.123053416500014 0.087795000000000026 0.08674500000000003 36.491284729650012 39.577821550850011 -0.058374999999999996 -0.037054999999999998 1.0000000180025095e-35 40.636252116050009 -0.018034999999999999 71.397382570300024 -0.075639999999999999
decision_type=2 2 2 2 2 2 2 2 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 8 -1 -9 -11 -12 -7 -14 -15 29 25 18 19 20 -18 -19 -23 -24 -25 26 28 -28 -17 -16
right_child=1 2 -4 -5 -6 12 -8 9 -10 10 11 -13 13 14 15 16 17 21 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.041409236906900702 -0.035022633672263451 0.03784732020376784 -0.035490791624027157 0.027399997801742293 -0.037889164328448563 0.013107454464517051 -0.035560577535900854 0.027388909211433134 0.020337630467024595 0.01938799922041538 -0.038228734779811202 0.01459096711368126 -0.032523646550702195 -0.013079886386699224 0.0012931843736611458 0.019683577280198639 -0.029825738863727639 -0.018552313926498171 0.0020539315069656476 -0.039175473361332237 0.016260335027888904 0.019942297292255599 0.026731472833968949 -0.026696677028663206 0.0029608543226597164 0.018612090551361721 -0.046986759793587643 0.0033930447676453397 -0.010340742608189176 -0.0095866344562603248
leaf_weight=1.1142484712181611 1.007554930794867 0.30914815759751968 0.46415809540485486 0.81413899548351765 0.48571087693562731 4.4149586688727132 1.2644078526645897 1.3465494897682213 0.6207201147917657 1.1062887059524649 1.0492691146209829 0.76691613043658513 2.1382716756779692 2.828611987293697 132.55165673693409 6.9865305144339818 3.5346572054550069 3.0082744723185888 9.5042879710672405 4.1433381950482726 2.6447672646027058 13.878305755555628 2.6520854393020263 4.1668813652358976 20.514683702494953 13.672741620917803 1.5578179109143095 1.9733812704798754 3.2507940917275846 13.309342482360078
leaf_count=34 434 5 324 11 146 33 209 32 49 24 44 43 64 66 1539 39 51 36 128 51 18 88 18 37 180 124 24 35 32 116
internal_value=0.000925527 -0.0117362 -0.000419014 0.00969837 -0.00843263 0.0010791 -0.00675145 -0.000684401 -0.019318 0.00688848 -0.00255724 -0.0159247 0.00130978 0.00109483 0.00139413 0.00156662 0.00358531 0.000564162 -0.0103503 -0.0217709 -0.0101011 0.00545787 0.00721049 0.000746086 -0.0020461 0.0106366 0.00271658 -0.0188324 0.0101496 0.000300436
internal_weight=257.08 3.08071 2.07316 1.609 0.794859 254 7.2684 6.00399 1.73497 4.26902 2.92247 1.81619 246.731 242.316 240.178 237.35 91.4885 64.0473 19.8271 10.3228 6.17942 44.2202 41.212 27.3337 24.6816 27.4413 13.7685 3.5312 10.2373 145.861
internal_count=4034 920 486 162 151 3114 435 226 83 143 111 87 2679 2646 2582 2516 861 607 248 120 69 359 323 235 217 254 130 59 71 1655
is_linear=0
shrinkage=0.0343417


Tree=456
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 2 3 2 2 1 3 2 4 2 2 3 3 3 2 4 2 1 1 1 2 1 2 2 4 4
split_gain=2.31918 2.04812 3.03573 2.04914 2.02653 1.64613 3.4418 2.5355 2.38712 4.9251 1.98272 1.63206 4.15821 2.25667 3.03679 2.50248 1.95158 1.62838 1.9246 1.51882 1.50555 1.50018 3.65053 1.34368 1.33708 1.27232 1.26861 4.61347 1.23022 1.29447
threshold=83.740093847200015 85.667718326750006 66.590419433100024 66.351146659450009 61.87486387225001 -0.061874999999999999 0.083495000000000028 -0.016334999999999999 -0.08786999999999999 70.776348742200014 0.09914000000000002 0.048475000000000011 36.957836847500012 0.086310000000000026 0.10957500000000002 0.091645000000000018 0.075350000000000014 0.07907500000000002 -0.074999999999999997 40.00488309970001 -0.079634999999999997 76.830756451950009 77.086159974350025 54.879495816850003 0.20949500000000004 65.687097501250022 -0.59502499999999992 -0.54526999999999992 37.038444968100009 38.539340721750001
decision_type=2 2 2 2 2 2 2 2 2 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 25 23 6 17 -7 26 -10 20 12 -9 -13 -15 16 -16 19 -19 -4 -11 -18 -23 -1 -2 -3 -8 -28 -17 -30
right_child=24 2 5 -5 -6 7 8 11 9 10 -12 13 -14 14 15 28 21 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0021031596361690561 -0.0021664915151238494 0.00046668015485859255 0.00042504596153318004 0.0017453245501853937 -0.0010207469896252382 0.00089893243195694674 0.00094956617759288625 0.0018469584051875937 -0.0027023705333705291 -0.00043695179188085086 -0.0014894524197044373 0.00080703448296254733 -0.0019375449937999384 -0.0031418295627569548 0.00051373252210465306 -0.00056555123732318375 -0.0025436916534752776 -0.0022748645406866844 0.0013615966334131356 -0.0014769462414665848 0.0012428425366704033 0.0021294649106710917 -0.0024357179178406919 0.00014059038637164364 0.00073636150249479799 -0.00068480070410095056 -0.0019171346365408893 0.00037107773238922255 0.0021141548259271357 0.00037852352407386728
leaf_weight=1.1658744956366742 2.6728250559535804 140.95608553104103 3.9313548197969777 5.1733992472290984 9.9307294674217683 20.295293199364096 9.6301684938371093 1.6499688355252136 3.6966688511893144 4.1230611521750671 2.832599989604204 14.441158816218374 4.6432269671931863 1.4178272644057894 3.0453875530511159 2.5195997089613211 2.9345495308516547 5.4375869850628078 0.68741364218294609 3.1880603462923318 4.8915401604026556 1.2826383775100114 1.7185678386595098 27.915482070762664 0.88585497858002771 4.1418550089001647 4.1584037435240964 33.127324696630254 3.0525431931018829 4.3976249813567847
leaf_count=125 693 781 57 30 341 133 53 6 54 39 52 79 73 21 67 24 57 188 7 200 23 12 49 376 64 27 60 297 9 37
internal_value=0.00020024 0.000218166 0.000277933 0.000478962 -0.000222088 5.75937e-05 -0.000144474 0.000306743 5.65823e-05 -0.000638899 4.96424e-06 1.43397e-05 -0.000945313 0.000187833 -0.000251173 -3.49058e-05 -0.000818903 -0.00109264 -0.00186674 -0.000426662 0.000474545 -0.00150262 -0.000484676 5.06382e-05 -0.00144389 0.000433811 0.000287005 0.000115878 0.000671349 0.00108966
internal_weight=329.945 326.386 287.374 150.271 39.0121 137.103 75.7042 61.3984 62.4598 15.5439 11.8472 41.1031 6.2932 34.8099 20.3687 18.9509 8.98114 13.2444 6.125 7.11942 9.0146 5.93576 3.00121 29.0814 3.55868 145.098 46.9159 37.2857 9.96977 7.45017
internal_count=4034 3277 2435 838 842 1597 1030 567 578 168 114 434 79 355 276 255 185 452 195 257 62 118 61 501 757 808 410 357 70 46
is_linear=0
shrinkage=0.00204771


Tree=457
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 4 2 2 0 0 0 4 4 4 2 2 2 2 1 1 3 3 1 2 4 3 0 2 2 2
split_gain=0.471857 1.77038 1.07473 1.09091 1.20722 2.78494 1.1585 2.59034 1.10249 0.999482 1.75768 1.05725 1.57274 1.4739 1.75173 1.73869 2.01856 1.56986 1.32363 1.27407 0.954334 0.900969 2.10405 0.865479 0.8322 0.800829 0.800473 0.743097 0.846233 3.35148
threshold=66.590419433100024 90.407470010750018 89.953120586650016 38.400997490450003 64.02831883475001 43.426640904350009 -0.26894999999999997 -0.14429 84.390700714750025 85.995710218650018 85.925810307250018 41.942745071500006 42.434124620650003 40.206947806850003 -0.016334999999999999 -0.12546499999999997 -0.60611000000000004 -0.054619999999999995 62.116825104000007 62.009286778800011 0.099855000000000027 0.087555000000000022 57.576019321700009 -0.086139999999999994 37.038444968100009 0.097015000000000032 90.767723400200012 -0.16182999999999997 -0.06828999999999999 -0.077085000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 25 -1 -8 20 10 11 13 -13 17 15 16 -15 -5 21 -16 -9 22 -14 -17 -10 -6 -3 -11 29 -29
right_child=-2 26 -4 4 5 -7 7 8 24 27 -12 12 18 14 19 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.038200943399256011 -0.0008828302806209112 0.03423757757368201 -0.01914497509379752 -0.032135639766219207 -0.017521256052877226 0.017866952612011388 -0.044092047205285319 -0.03243945566013786 0.0082199119243893202 0.017236264077166705 -0.029346309339350798 -0.041826937102583978 0.0016839668219296295 0.022447809753545947 -0.05066867851866879 0.026006301870517102 -0.048132526122905833 0.0077999182100640238 -0.042978779760563371 0.0046516727842192728 0.0082536481859155839 0.01072471170148084 -0.041739666297987359 0.008232558231561736 0.028480595570422887 -0.050026473553419402 0.0078025845429061692 0.0033771898556643684 0.0084531962978749917 -0.032653821162316445
leaf_weight=1.8305731178261364 108.1296046117277 3.2175952047109595 3.3328012786805621 2.7737415772862732 2.1638989625498644 2.264040517155081 1.2197940546320758 1.2378512779250717 6.1492305509746057 5.5345812514424315 3.1139005376026025 1.6602880094433228 6.379995830357073 0.96804576367140471 1.0697649962967219 7.641093423590064 1.2569339780602602 2.5495620314031866 1.0956154423765827 1.1834279587492345 2.0928030144423246 5.3678597761318079 1.9712588360998777 7.1642355052754301 4.9293891973793507 1.9400030602701006 2.9756731949746609 35.520077925175428 25.302775932475924 3.8630285188555709
leaf_count=19 2364 31 29 31 40 74 143 41 39 31 28 58 169 3 45 30 77 18 24 6 12 78 88 37 34 28 24 231 167 35
internal_value=0.000961317 0.00231076 0.00146973 0.00196672 0.000725954 -0.0148422 0.0105502 0.00731156 0.0116631 0.00159241 -0.00273561 -0.000718585 -0.0079211 0.00410372 0.0088277 0.0128552 -0.0174244 -0.0130088 -0.00412127 -0.0216132 -0.00687011 -0.00101809 -0.0085659 0.0174057 0.0172348 -0.0328872 0.0215364 0.00431641 0.00321097 -0.000157037
internal_weight=255.899 147.77 141.577 138.244 120.784 6.36794 17.4596 15.6291 14.4093 114.416 44.1957 41.0818 16.475 24.6068 19.2835 17.0303 2.22498 5.3233 14.8147 2.25319 3.33065 13.7191 8.35125 14.8053 11.0786 4.1039 6.19327 70.2205 64.6859 39.3831
internal_count=4034 1670 1615 1586 1298 142 288 269 126 1156 692 664 417 247 198 147 80 49 359 51 53 335 257 67 73 68 55 464 433 266
is_linear=0
shrinkage=0.0367371


Tree=458
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 1 1 0 1 2 2 2 4 0 4 0 4 4 4 2 4 0 4 3 1 1 4 4 1 3
split_gain=0.393386 1.35493 0.76639 0.710876 0.688708 0.781538 1.12468 0.946499 0.751747 0.741601 0.62399 0.973266 0.582861 1.69437 1.78979 1.41236 1.53363 1.98042 1.27621 1.95461 1.93625 1.18769 1.00677 1.06033 0.898546 1.59022 1.87101 1.93602 2.59099 1.73133
threshold=64.665483411650015 89.705782438650019 64.730006406800015 64.307918480350011 83.740093847200015 83.116371560950014 81.479100559500012 104.91170162450001 80.677940036650014 0.20949500000000004 0.061925000000000015 -0.041369999999999997 41.975471476700008 86.329079026800017 42.686561923500008 86.83719761350001 43.157831852650006 42.719328117250008 42.865207177650007 -0.102645 44.262924377150007 85.121961326250016 43.182896969600009 0.088435000000000027 61.987779113750001 62.00390986255001 40.241071441700008 39.458743938000005 62.272755675600003 0.096665000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 12 5 6 8 -8 -4 -6 11 -10 24 14 21 22 17 -17 -16 -20 -21 -14 23 -15 -1 -26 27 28 -27 -28
right_child=2 -3 4 -5 9 -7 7 -9 10 -11 -12 -13 13 15 18 16 -18 -19 19 20 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.0015338308889083661 -0.048750239628095417 0.028333883261526936 -0.00086710575521680745 0.02498272375642269 -0.041916360564648938 0.021523584180839005 -0.045183124818077298 0.014699389891175413 0.0026406011907465087 0.019047385224565585 0.0010573143629082325 0.043320768897408178 0.010427952069283875 0.038073467851372604 0.020000598481072756 0.0022343189352634941 0.017994198162480376 -0.037034282655557541 0.0030717512080330172 -0.048436863940626407 0.0023933057488137416 -0.038174932839338448 -0.0048380373294858456 0.0087424533819055027 0.025854521837698274 0.044122207514726342 0.0027784968361037107 -0.027388927075922036 -0.014277379822695654 0.023438606691488006
leaf_weight=32.412120852386579 0.51507455972023208 3.0934319552034131 111.27528801784501 2.041416246443986 1.1976992542258802 2.5595876500883596 1.5438248968566761 0.56291317773866456 1.7780104472767562 0.42161884700180952 3.958010415895842 1.902715067844837 0.95205166377127426 3.8394951559603232 2.9549884819425669 5.1909228861331922 3.554434433579444 3.2724578157067299 8.1820049261441472 2.9826319296262183 1.9284159303642807 4.4985494047868997 2.6629107370972633 3.8652856200933456 6.1028017750941208 1.8613178922096247 20.221489586867396 5.1714524272829294 3.27865540899802 9.2335486970841867
leaf_count=463 54 37 1488 26 693 27 123 53 35 64 30 10 36 62 32 28 16 28 138 135 38 86 12 20 28 11 136 31 47 47
internal_value=0.000941372 0.00249043 -0.000627228 0.00184679 -0.000429249 -9.36179e-05 -0.000550822 -0.0291827 -4.3565e-05 -0.0260433 0.0119532 0.0236698 0.00146018 -0.00218683 -0.0101134 0.00542565 -0.00379734 -0.0129493 -0.00346581 -0.00876197 -0.0284774 -0.0296855 0.0161166 0.0233589 0.00350468 0.007065 0.00418144 -0.0103114 0.00687063 0.00925502
internal_weight=253.015 127.3 125.715 124.207 125.2 123.58 121.021 2.10674 118.914 1.61932 7.63874 3.68073 122.166 43.8841 21.4986 22.3855 12.0178 8.46338 16.048 13.0931 4.91105 5.4506 10.3677 7.70478 78.2814 45.8693 39.7665 10.3114 5.13997 29.455
internal_count=4034 1457 2577 1420 2523 1766 1739 176 1563 757 75 45 1394 631 465 166 72 56 343 311 173 122 94 82 763 300 272 89 58 183
is_linear=0
shrinkage=0.0395325


Tree=459
num_leaves=31
num_cat=0
split_feature=0 0 0 3 0 1 3 3 3 1 1 3 0 1 4 1 0 1 2 2 0 2 1 1 2 3 1 1 0 0
split_gain=2.22018 2.51837 2.42959 2.68034 2.44993 2.3051 3.14674 2.67771 2.12585 2.10173 2.01284 1.97575 1.77651 1.90498 3.29793 1.65453 1.92686 1.80066 1.73529 3.12217 1.83135 3.43965 1.65453 2.48199 1.62418 1.74621 1.50089 1.4976 1.45457 2.47511
threshold=93.953546284800012 85.705356740550016 96.163458868000006 -0.10747999999999999 98.142164052000012 71.096275259700022 0.10335500000000002 0.08376500000000002 0.10184000000000003 70.727956495850009 72.187789260650007 0.10065000000000003 93.805681087600007 69.873026810350026 33.96174662340001 77.086159974350025 100.15850764985002 83.740093847200015 -0.59681499999999998 -0.50001499999999999 101.10215645365001 -0.026144999999999998 73.037342029850024 75.806453904250006 -0.079634999999999997 0.088075000000000028 81.320481529800006 81.479100559500012 93.399723909900004 91.066142252700018
decision_type=2 2 2 2 2 2 2 2 2 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 11 6 9 10 -1 -2 -7 -5 13 28 -15 16 22 18 -17 -20 21 -21 -6 -24 25 -22 -26 -28 29 -3
right_child=2 12 3 4 15 7 -8 -9 -10 -11 -12 -13 -14 14 -16 17 -18 -19 19 20 24 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00035878197742638269 -0.00092851261487003167 0.00044629657498368257 -0.0020936688446489852 0.00069338583205987025 0.00096460067358257939 0.0005458591398262067 0.00191493253291301 -0.0022088333877508942 0.00062601513982892952 0.00079950430999639415 -0.002146919264178088 -0.00073417591646990268 0.0015121268807483631 0.0023850276037006377 -0.0016602691112271616 0.0015665632336949516 -0.0023988678402852115 -0.0014165794250961487 -0.0022792679108347342 0.00027415760266627758 0.00054753165290161827 -0.0025881502603054842 -0.0022534259070676895 0.00032648264022570178 0.0011257691965963807 -0.001600775737467973 0.00079652004177424086 -0.0020902580142984238 0.0014196071958956235 -0.00039195010262913638
leaf_weight=32.476899247616529 9.5093766432255524 148.26807474717498 1.9650648055830959 33.64000482391566 2.4086627094075066 3.5083909668028337 2.4572281758300951 5.2781892486382276 10.791908999904988 3.5802680104970923 1.4496816450264303 4.0096413120627394 5.1905916156247249 0.93253031373023887 3.6980532966554165 3.1030387170612803 2.1978793097659945 2.7656605473312075 1.9755175118334616 5.0244221943430603 3.3097331061726498 2.2445406867191222 2.7175454385578632 2.7955800630152225 12.373804469825695 2.4208660027943552 1.5316098532639437 1.1724667451344428 5.0569444522261611 14.269764041993765
leaf_count=798 114 813 195 157 23 73 14 133 84 22 80 32 29 2 96 18 45 664 40 44 118 27 47 23 87 59 7 53 21 116
internal_value=0.00019098 0.000302668 -3.01972e-05 0.000125531 0.000177637 -0.000547552 -8.11552e-05 -0.00125592 -0.000113158 -0.000455867 -0.000241477 0.000541352 0.000404082 0.000370687 -0.000845607 -0.000119785 -0.000806361 7.36335e-05 0.000197937 5.66237e-05 0.000220976 -0.000609678 -0.000364524 -0.000945213 0.000511146 -0.000360011 0.000842244 -0.000455165 0.000404293 0.000372704
internal_weight=332.124 220.685 111.439 85.656 83.691 25.7831 15.5469 10.2363 43.2688 13.0896 4.95807 37.6496 177.416 172.225 4.63058 46.0413 10.1197 35.9217 33.156 30.053 28.0774 7.26896 7.92179 5.51313 20.8085 5.7306 15.0779 2.70408 167.595 162.538
internal_count=4034 1959 2075 1639 1444 436 150 286 882 136 153 189 1077 1048 98 1255 138 1117 453 435 395 71 93 70 324 177 147 60 950 929
is_linear=0
shrinkage=0.00192234


Tree=460
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 0 1 4 1 3 1 1 2 3 4 4 2 1 0 3 0 3 2 3 2 1 2 3 2 4
split_gain=2.30478 2.79689 2.24814 2.29 1.5753 2.13792 1.50194 1.4457 6.38131 1.40535 1.4049 3.50589 3.42116 2.33117 1.86364 2.02762 4.40495 1.93641 1.55837 2.01225 1.73161 2.15828 1.36318 3.019 2.76221 4.39792 2.6501 1.75653 1.68003 3.62635
threshold=66.590419433100024 90.297243227400017 89.953120586650016 85.995710218650018 0.41214500000000009 85.925810307250018 83.740093847200015 38.625745710700009 64.02831883475001 0.088350000000000026 62.095317438950012 62.041548276350007 -0.08854999999999999 0.089305000000000023 40.563919884450009 42.824128352900011 -0.032369999999999996 61.987779113750001 86.135510041400025 0.080770000000000022 87.009258933850006 0.089920000000000014 -0.061874999999999999 0.083495000000000028 -0.08786999999999999 70.776348742200014 -0.016334999999999999 0.09914000000000002 0.048475000000000011 36.957836847500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 9 10 -5 11 14 -13 -14 -9 16 17 -16 -12 -20 -21 -22 23 -2 -25 -26 -24 -27 29 -28
right_child=6 -3 -4 7 -6 -7 -8 8 -10 -11 18 12 13 -15 15 -17 -18 -19 19 20 21 -23 26 24 25 27 28 -29 -30 -31
leaf_value=2.8039173557092624e-05 -0.0012976221080562714 0.0016333965821752189 -0.0020218545751116545 0.000241544721977941 0.0016236715933165102 -0.0020044661903837677 -0.0018434835948410696 0.0016880301021236605 -0.0024180140703611509 0.0019295609594696937 0.0024661902323120538 0.0010328527193501707 -0.0026887224674447918 -0.00021459031180758647 -0.0022110390403948751 0.0014315327518275853 0.0014883807283386204 -0.00011085600483747108 0.0019343534680552534 -0.00042105668870677651 -0.00022029867744888769 0.0016311022726601951 0.0010407645234296 0.00033202778151461321 -0.0032804370179757873 0.00040386516620350208 0.0020493130747312824 -0.0018883746310076636 0.00013863137757242386 -0.0024593839516028563
leaf_weight=60.497015767847188 12.729728922713546 10.634513191878794 2.4313189312815657 4.552191585302352 3.4866237957030526 3.3156693372875443 2.6845207396836477 9.764732897281645 4.3837921246886244 8.7615771144628507 3.9190438687801352 4.6851973161101332 5.0223636385053378 4.2880454808473587 4.7200274914503062 8.3048679828643781 6.9517888352274975 6.1293393298983574 7.5650504119694224 8.4850991442799586 6.0515740439295795 10.392430759966372 19.470772867789492 44.480135431047529 3.5688478664960703 8.5637430609203857 1.4550069496035565 2.6615810997318468 33.694268489140086 4.2438539769500494
leaf_count=976 452 64 20 25 15 29 757 37 39 39 22 15 43 21 31 33 40 33 78 39 27 44 133 413 54 63 6 54 357 75
internal_value=0.000227875 0.000406491 0.000331379 0.000364784 1.05688e-05 -7.75686e-05 -1.86697e-05 0.00059405 0.000482688 0.0013524 0.00063007 0.000361332 -0.000684843 -0.00154922 0.000769516 0.000425954 -4.31843e-05 -0.00102454 0.000998095 0.000821032 0.00048318 0.000949766 1.87631e-05 -0.000208663 2.52014e-05 -0.000897302 0.000296957 -0.000139636 -7.06829e-05 -0.00130824
internal_weight=317.895 184.342 173.708 171.276 67.2993 63.8127 133.552 103.977 90.6634 13.3138 86.2796 49.8664 13.9956 9.31041 35.8708 26.106 17.8012 10.8494 36.4132 32.4942 24.9291 16.444 130.868 72.004 59.2743 14.7942 58.8639 11.2253 39.3931 5.69886
internal_count=4034 1670 1606 1586 1020 1005 2364 566 502 64 463 253 79 64 174 137 104 64 210 188 110 71 1607 1036 584 171 571 117 438 81
is_linear=0
shrinkage=0.00246454


Tree=461
num_leaves=31
num_cat=0
split_feature=0 4 4 0 3 4 4 2 2 2 3 2 2 2 2 1 2 4 2 1 0 1 0 0 2 1 2 1 1 0
split_gain=0.378109 0.652776 0.580299 0.376022 1.57888 0.42663 2.81587 1.97285 1.23374 1.04516 1.03203 0.538177 0.70905 1.49795 2.05736 1.08183 0.74187 1.58845 1.97856 1.86481 1.99422 1.7119 1.10468 1.81377 1.13984 1.29354 2.45983 0.977268 1.1704 1.14527
threshold=103.48144189910001 40.844669808050007 42.536568606950006 71.131225215400022 0.049900000000000007 47.927946529500012 44.421469061800003 -0.60918499999999998 -0.16276499999999997 0.04932000000000001 -0.25095999999999996 -0.62218499999999988 -0.59260499999999994 -0.50001499999999999 -0.58287999999999995 78.285212300550015 -0.11572 41.092444989200011 -0.12546499999999997 83.116371560950014 90.297243227400017 69.64719632740001 89.582113364650013 88.098084476650016 -0.25073999999999996 62.240494178000013 -0.13734499999999997 81.320481529800006 81.479100559500012 101.55650587770002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -8 10 -10 -7 -5 15 14 -14 -13 17 18 19 20 22 -22 23 24 -15 26 -26 29 -29 -18
right_child=1 2 -4 5 -6 8 7 -9 9 -11 -12 12 13 16 -16 -17 27 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.039732296523675659 -0.035055974842158243 0.0099325588954865939 -0.0355293986632082 -0.011065603096748105 0.022300315579223511 -0.0048390737219472565 0.031222099606120952 -0.034309716427350437 -0.038389622014792867 0.015437418290129845 0.022391534937707954 0.0013839211787139377 0.002890840210011696 0.027948579684901186 -0.038291137833392767 0.030900729739703914 0.00050684745603279046 0.013058003147876227 0.014944602829497085 0.038080518053761808 -0.071294859919974654 -0.018865290788942658 0.025153976948253682 -0.055236103669345539 -0.055354286672522263 0.012862397533955027 0.0062489994298194629 0.00327752676970503 -0.039715956718462835 0.013586936609064588
leaf_weight=1.1662898042122827 0.94193205263582003 1.5071822064346632 0.42713039704540268 4.0563837373629203 0.8342421962879597 2.3658238381613046 0.62860303977504361 4.0722845031996249 1.1001412635669092 0.69943160284310568 5.4506688229739666 3.7008057571947566 3.1322551192715764 1.2220020676031698 2.6582932942546895 2.443774291081354 167.97967522317776 19.267512301215902 6.336667973548173 0.94748274190351445 1.0086820991709839 2.7527799936942756 1.3982992172241209 0.85880961269140232 1.4629682076629236 1.9443698718678204 1.6181172020733363 1.4695455692708486 1.5340005381731314 8.3281202425714564
leaf_count=175 434 162 324 36 16 21 5 290 102 8 40 32 32 14 71 22 1627 189 31 5 11 55 7 8 147 28 8 8 60 66
internal_value=0.000860071 -0.0115518 -0.000106245 0.00100262 -0.0138641 0.00112233 0.000836046 -0.0255468 0.00823246 -0.0174689 0.0141496 0.00136579 0.00158497 0.00126835 -0.0160148 0.0131231 0.00172716 0.00604253 -0.000871511 -0.00845628 -0.012051 -0.0329249 -0.00281872 -0.0083229 -0.00187396 -0.00912568 -0.0230016 0.000792955 -0.0186805 0.0011247
internal_weight=253.314 2.87624 1.93431 250.438 2.00053 248.437 238.821 4.70089 9.61607 1.79957 7.81649 234.121 230.064 223.92 5.79055 6.14458 218.129 38.8177 19.5502 13.2135 12.266 3.76146 8.50457 7.10627 6.24746 5.02546 3.08109 179.311 3.00355 176.308
internal_count=4034 920 486 3114 191 2923 2752 295 171 110 61 2457 2421 2367 103 54 2264 503 314 283 278 66 212 205 197 183 155 1761 68 1693
is_linear=0
shrinkage=0.0344288


Tree=462
num_leaves=31
num_cat=0
split_feature=0 3 0 2 3 0 2 2 2 0 1 0 4 1 2 3 2 0 1 3 2 3 3 4 0 0 2 2 0 0
split_gain=0.425656 0.849679 1.10865 1.09221 1.05115 1.62615 0.669241 0.636197 1.56176 1.02197 1.11069 1.01281 0.787739 1.1681 0.705152 0.652657 0.635946 0.628293 2.66926 0.989077 0.893043 1.30449 1.04074 0.604903 0.59618 1.73756 1.10645 2.04369 1.43057 1.80964
threshold=98.142164052000012 0.087715000000000029 101.55650587770002 -0.13734499999999997 0.088145000000000015 98.674478761850011 -0.084275000000000003 -0.031449999999999999 -0.075639999999999999 101.10215645365001 81.597392717250017 102.64264296240002 40.583589072600013 80.468240302450013 -0.078504999999999991 0.089920000000000014 0.059320000000000012 96.682331287150021 72.187789260650007 0.099855000000000027 -0.117885 0.079470000000000027 0.089505000000000015 42.066503896600004 93.953546284800012 93.805681087600007 -0.122165 -0.102645 94.625660817400004 94.114853772600014
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 -5 8 11 -9 -11 12 13 -7 -13 -12 -8 18 24 20 22 -22 -19 -23 25 -1 -26 -28 29 -29
right_child=1 4 3 6 5 7 16 9 -10 10 15 14 -14 -15 -16 -17 -18 19 -20 -21 21 23 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.0014983136714157551 -0.029487826333500337 0.034768553851389668 -0.042539547182312676 0.029533190205171152 -0.049426988130881637 -0.028193253366054435 -0.043785960089491517 -0.013107475663737947 -0.048564684161451023 0.02530072167478347 0.020879573753851736 -0.048042768784800037 0.014427340459329658 0.013450014748576182 0.042198084172946466 -0.045082683070485713 0.0038156141666449992 0.0099031268157714538 -0.039773482518561304 -0.012616441770975045 -0.0042095874793357784 0.027005265971388991 -0.028201298757035469 0.0091801401725344692 0.013794243385667423 0.029224470269790939 -0.049520948830553004 0.0038123419524484998 0.0033962812518931497 -0.047702347858065118
leaf_weight=163.30672350636451 4.0716415120987204 1.4032743115676591 0.90860567631170663 1.3856870235031236 1.0933947134763027 2.3324719830416161 0.54644719019415999 2.3913703532889432 1.2025771501503193 5.3697110926732421 0.3934552736172916 1.0155554611992581 5.4846989996731281 2.0891286507248878 0.16464056094991786 0.65226446891756495 2.8754615792713594 3.0300177964381936 2.6224607457988887 3.5156744029372922 4.5574033765587982 8.9085194393992406 1.9132258808240292 4.7893695645034304 4.0873951390385654 3.7837048312649122 1.8712680861353916 2.0777337290346596 10.603275952977127 2.409536169259809
leaf_count=1877 135 10 365 101 21 40 126 31 59 47 72 160 35 15 4 81 130 25 171 34 34 35 23 28 37 23 110 12 124 69
internal_value=0.000913928 -0.00333894 -0.0133581 -0.00186889 0.000817707 -0.00132938 0.00581761 0.00116351 -0.00478286 0.00946111 0.0178736 -3.37458e-05 0.00418607 -0.00851754 -0.0354539 -0.0202642 -0.00378592 0.0015667 0.00075311 0.00737642 0.0104063 0.014536 -0.00484475 0.0207728 0.00131801 0.00212616 -0.00509721 -0.0096496 -0.00470545 -0.0238496
internal_weight=250.857 33.3804 9.78784 5.7162 23.5925 22.1893 4.8076 21.0959 12.2891 8.8068 6.41543 11.0865 9.9063 4.4216 1.1802 1.04572 3.42191 217.476 190.762 26.7142 23.1985 18.2553 4.94324 13.6979 188.14 167.09 21.0492 16.9618 15.0905 4.48727
internal_count=4034 1432 857 722 575 565 357 544 313 231 200 254 90 55 164 153 256 2602 2423 179 145 97 48 63 2252 1900 352 315 205 81
is_linear=0
shrinkage=0.0404487


Tree=463
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 0 0 2 1 2 3 1 2 2 1 1 3 1 0 3 0 3 4 2 4 1 2 1 0
split_gain=2.27348 2.94289 2.30384 2.18538 3.01328 2.47709 2.05593 2.02707 1.78934 1.75228 1.40262 1.36325 1.34336 1.54261 2.04163 1.95156 1.693 1.50664 3.48025 2.49491 2.35796 2.23992 1.55765 1.35315 1.22834 1.16156 2.42217 3.25515 1.98198 2.13739
threshold=70.171445662850019 96.163458868000006 -0.10747999999999999 71.096275259700022 70.776348742200014 0.08376500000000002 85.732241321850012 97.878695155250014 -0.083424999999999985 72.187789260650007 -0.059424999999999999 0.10184000000000003 78.10777406390001 -0.59681499999999998 -0.092710000000000001 81.479100559500012 83.116371560950014 0.088655000000000025 73.037342029850024 98.674478761850011 0.087715000000000029 101.10215645365001 0.12201500000000003 42.402981339000007 -0.23783499999999999 40.636252116050009 66.964115113200009 -0.11347 62.095317438950012 85.812895065800021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 10 9 11 8 -4 -5 -2 24 17 -14 16 -16 -15 19 -19 -9 -21 22 -20 -17 -1 -8 28 -28 29 -27
right_child=1 2 7 5 -6 -7 25 12 -10 -11 -12 -13 13 14 15 23 -18 18 21 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0016660945649892831 -0.0019571961830137986 -0.0026305751505199403 -1.2270360443975466e-05 0.00055866521694599694 0.0016409538021434744 -0.0027391619209536722 0.00070805916591718584 0.0024294470101477107 0.001158564657882871 -0.0026403384759378918 0.00018663752826425883 0.00064461247072058201 0.001785224231595826 -0.0026787918377764348 0.00063242392391998903 -0.0026088648559524077 0.00028984495988309525 0.0015286938175932906 -0.0030755877106777079 -0.0028437218766570941 0.0016073529850338802 0.00060796993596101917 -0.00030950760433393765 0.00048621749948503352 -0.00017755108348527964 0.0013265393905834777 8.8358870711584102e-05 -0.0033478484514908825 0.000791674762298243 -0.00012676947034431804
leaf_weight=3.560250854818146 4.0015642137732357 1.6689807007787738 12.628552647773178 3.3347726985812169 3.6933566564694047 5.5264821576420218 75.906896704807878 2.0452130064368239 18.247376018203795 1.3859520534751935 3.0943355644121784 10.664334960281847 3.0876969650853416 2.6718930463539463 17.476061063352979 1.9997047083452337 1.8652492343971969 2.155230399221181 5.3775544865056855 1.6781861775089058 1.1446991823613641 1.674211911158636 1.4856384173035619 1.3549008922127539 28.901019645389173 6.7543696872889987 4.888087619561702 2.326608393341302 42.955749072134495 40.370604148134589
leaf_count=172 77 191 84 78 19 165 388 7 74 112 42 83 47 177 131 252 309 11 81 64 5 17 27 148 635 25 52 32 287 242
internal_value=0.000233357 -6.96028e-05 0.000148051 -0.000861741 -0.000110638 -0.00165258 0.000370039 0.000209973 0.000679682 -0.000380527 -0.00102233 -9.71293e-05 -0.000119513 0.000189402 -4.83747e-06 0.000311757 -0.00145837 -0.000684416 -0.00118646 0.000418311 -0.00103878 -0.00187189 -0.00247683 -0.00135878 -0.00034081 0.000486359 0.000313395 -0.00101976 0.000420169 8.15317e-05
internal_weight=313.926 97.5976 76.5611 21.0365 10.7893 10.2472 216.328 74.8922 30.8759 4.72072 7.0959 43.1256 44.0162 28.4555 25.3678 20.8307 4.53714 15.5607 10.6926 4.8681 2.82289 8.5374 6.86319 3.35461 32.4613 173.202 97.2954 7.2147 90.0807 47.125
internal_count=4034 2118 1625 493 138 355 1916 1434 158 190 119 890 1276 1064 1017 531 486 212 136 76 69 125 108 400 807 1026 638 84 554 267
is_linear=0
shrinkage=0.0023912


Tree=464
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 4 1 3 1 1 1 2 4 4 1 1 1 0 1 1 0 0 2 2 0 1 0 0 3 2
split_gain=0.375953 0.83523 0.466602 2.43262 1.08089 0.580513 1.72937 2.69572 1.08292 0.56262 0.519365 1.00743 0.596205 0.756554 0.502082 0.64163 0.496156 0.598363 0.445093 0.881849 0.942954 1.20137 1.05647 1.01248 0.905723 0.879832 1.65014 0.596863 0.549616 0.619255
threshold=-0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.54526999999999992 64.407391431150018 39.792680591700012 75.634392583900009 0.09914000000000002 77.403398033700014 54.879495816850003 81.479100559500012 -0.085584999999999994 42.434124620650003 38.903925214650009 87.030766598900016 87.33187390945001 78.728807892050014 102.21786657775002 80.468240302450013 78.895492296100016 102.03236296680001 99.470262368500016 -0.084275000000000003 0.20167500000000002 103.33357670195001 76.279622535200005 97.096353839300008 100.69082235970002 0.21629500000000004 -0.0034049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 8 -7 16 -3 -5 18 12 13 -12 -13 -16 -8 -18 19 20 21 25 -23 -24 -21 28 -27 -20 29 -11
right_child=1 2 3 9 -6 6 7 -9 -10 10 11 14 -14 -15 15 -17 17 -19 27 24 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.023027650855674445 -0.022548467518264143 -0.026334891440116217 0.016010117194739368 -0.037473467939797354 -0.043394916316493219 0.025567808874862527 -0.05361820143541926 0.034840623957542609 0.022437315881473224 0.0016533378974488706 -0.039211256889329013 -0.040707271362467226 -0.037985010459569847 0.026055601974151882 0.039823318926885377 -0.037053814981751566 0.039474707450127246 -0.039112095165530006 0.027187279535870624 -0.047641932053974663 0.022831437234169635 -0.0015062733595294447 -0.042241300886667159 0.0056603663218680097 0.0038278637942009328 -0.026514710816741331 0.026746582995870793 0.0042825963286573553 0.011002947268109334 -0.003744592731915145
leaf_weight=1.0196992173441675 2.055205906945047 1.5277023084927344 0.49854509532451574 0.50986406393349071 2.3596700342241093 5.2815603855997306 1.1078606992959978 1.084259473136626 1.0203454957809297 161.10431135731051 0.28622837935108725 1.519078420416917 0.33884007269807614 1.4360797273402566 0.27643692295532662 0.30891168845846551 0.20041207969188679 0.37159189066733234 1.9655056842602769 1.0087476194021281 2.6745731224655165 4.050394534599036 2.3065650600474323 0.79810601891949762 0.84366996318567533 0.9667050635907789 4.0837176502682269 6.8808332367334515 7.2088099103420964 34.712240595952608
leaf_count=18 46 16 3 125 118 29 13 13 32 1813 101 155 200 97 5 282 1 55 10 37 49 57 73 11 42 86 24 76 55 392
internal_value=0.000814751 0.000723708 0.000917558 0.000579909 -0.0330332 0.00844387 0.013273 -0.0102194 -0.00680445 0.000991747 0.001076 -0.0117515 0.00646421 0.015209 -0.0295925 -0.000747795 -0.0393032 -0.0115778 0.00130974 0.000985211 0.00119931 0.000930502 -0.0138386 -0.0299274 -0.0242004 0.00143836 0.0165518 0.00937163 0.0010624 0.000696451
internal_weight=249.806 248.787 246.732 236.138 2.85822 10.5937 8.04568 2.76412 2.54805 233.28 232.77 4.16558 2.06115 1.72231 2.10443 0.585349 1.67986 0.572004 228.604 219.758 217.905 215.231 7.15507 3.10467 1.85242 208.076 5.05042 8.84634 203.025 195.817
internal_count=4034 4016 3970 3811 121 159 111 82 48 3690 3565 840 398 198 442 287 69 56 2725 2639 2560 2511 141 84 79 2370 110 86 2260 2205
is_linear=0
shrinkage=0.0366575


Tree=465
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 1 4 3 1 1 0 4 3 3 0 3 2 0 0 1 4 2 2 2 2 3 3 3 3
split_gain=0.338068 1.67741 2.43653 1.07826 0.902549 1.13302 0.856902 0.855303 2.52891 2.09047 1.15675 1.09358 2.40765 1.25993 2.40308 1.20663 1.11548 0.83962 2.22154 1.40215 0.865099 0.860472 1.51035 2.61561 1.39791 0.932927 0.901078 2.7275 1.74023 1.95795
threshold=66.590419433100024 90.297243227400017 89.953120586650016 0.20949500000000004 0.13747000000000004 0.10957500000000002 61.93938686740001 36.491284729650012 0.085820000000000021 65.020359884900017 61.049507226200006 87.170566421650008 41.481306584950012 0.089920000000000014 0.084360000000000018 86.89903215050002 0.09117500000000002 -0.30094499999999996 86.135510041400025 82.250688042950017 55.782817748650011 41.32819714970001 -0.058374999999999996 -0.032369999999999996 -0.078649999999999984 -0.016679999999999997 0.092075000000000032 0.087905000000000025 0.10301500000000002 0.11148000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 8 10 11 -1 15 13 14 -13 17 -14 18 19 -9 -19 26 24 -24 -23 -25 27 -22 -28 -30
right_child=-2 -3 -4 -5 6 -7 -8 9 -10 -11 -12 12 16 -15 -16 -17 -18 20 -20 -21 21 22 23 25 -26 -27 28 -29 29 -31
leaf_value=0.01806012786533958 -0.00076472395310260425 0.016863066177439975 -0.036750276783613055 0.02002264841696309 0.001799937387231523 0.025905395556629133 -0.030586153176096181 -0.03722625166629473 0.022737822817084783 -0.027172749799244712 -0.03122487205469748 0.035145538462242283 0.0078503397016307895 0.035241292247550481 -0.01223656296251922 -0.020326840563659035 -0.011645229384546457 -0.022602310365969439 -0.061686892600816036 0.013162995443108711 -0.0012324494447825719 0.0034179045609138612 -0.052067531367160157 0.012125710549967358 0.018676285619918465 -0.017767512260389477 0.013406964244034146 -0.033826932706604702 -0.022773372043958167 0.0055895023653089
leaf_weight=0.72971808374859248 104.37947510623781 7.4848383925855151 1.8398060426115979 3.2767675255890927 1.6613660475704812 2.0055994491558513 1.8924067982006816 0.84065954433754075 5.9519606383983046 2.9357580363284788 1.7581889707362277 2.1641247458755988 6.731195501983164 3.8313418179750443 2.4958227500319481 3.2376089897006741 6.0207367725670338 1.67842959758127 0.85593097284436215 2.0715686031617224 12.808744405396284 34.486356055363999 1.3286569528281686 2.8349679291713978 8.0125349760055524 1.880364651093273 8.4240079410374182 3.5507049225270739 4.6113446503877622 6.1513408496975899
leaf_count=65 2364 64 20 39 23 23 23 68 61 38 60 27 34 28 19 29 42 176 8 25 160 314 23 37 99 37 37 31 28 32
internal_value=0.000660298 0.00169645 0.000862167 0.0013777 0.000911156 0.00136744 -0.0154459 0.000974961 0.0110919 0.000244871 -0.0167693 0.000950835 0.00768574 0.0212618 0.00976814 -0.000591324 -0.00135436 0.000122313 -0.0150806 -0.00138264 0.000790249 0.00125717 0.00410569 -0.0112861 0.00629465 0.000204991 -0.00263286 -0.00830686 0.00220504 -0.00656276
internal_weight=247.932 143.553 136.068 134.228 130.951 127.398 3.55377 125.392 8.43987 116.952 2.48791 114.016 21.2432 8.49129 4.65995 92.7732 12.7519 89.5356 3.76816 2.91223 85.7675 84.089 48.5429 6.04399 42.4989 4.71533 35.5461 16.3594 19.1867 10.7627
internal_count=4034 1670 1606 1586 1547 1501 46 1478 186 1292 125 1254 150 74 46 1104 76 1075 101 93 974 798 510 97 413 74 288 191 97 60
is_linear=0
shrinkage=0.032907


Tree=466
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 3 2 3 0 1 4 4 1 1 4 1 2 0 2 2 2 1 3 0 2 3 3 0 4 3
split_gain=0.337809 1.70112 1.61938 1.61189 1.3383 1.69043 1.81565 1.3065 1.29186 1.26956 1.26068 1.22664 1.61013 1.57305 1.22258 1.136 1.12694 1.06433 0.810655 1.19582 1.50076 2.00677 1.62796 3.11384 2.46824 2.21253 1.65079 2.7677 1.54503 1.45119
threshold=-0.079634999999999997 -0.077085000000000001 -0.076484999999999984 102.21786657775002 -0.08262499999999999 0.092260000000000023 -0.081354999999999997 -0.23921499999999998 86.89903215050002 60.613977009100005 40.750688432250008 42.558389508100007 62.111448187750007 62.132955852800002 43.120094701700005 62.009286778800011 0.096390000000000017 94.75470680765001 -0.075639999999999999 -0.06828999999999999 -0.053159999999999992 61.853356207250009 0.084360000000000018 85.877418060900013 -0.037054999999999998 0.075810000000000016 0.096315000000000026 102.31465107045001 36.620308449100001 -0.14860999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 -3 4 7 6 15 8 -1 10 -4 18 -13 -14 -15 -6 -16 -2 -11 29 -21 -22 25 -24 -25 28 27 -26 -23 -20
right_child=1 2 9 -5 5 -7 -8 -9 -10 11 -12 12 13 14 16 -17 -18 -19 19 20 21 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0052678597948655342 0.024877365716995 -0.029179682822851868 -0.04348237256832551 -0.026318198671435387 0.00099082592211909275 -0.037100113522541979 0.0090585989497643481 0.0017537286310086891 -0.037633660305299972 0.021039922348419712 -0.0013038609641158835 -0.041823304338205802 0.031620954435376526 -0.02911114028363387 0.0053317357424773389 -0.038722152616558161 -0.027885125987602438 -0.005191319144645979 0.016522389723919624 0.013402166519885484 0.030394540540240357 0.017853273850132252 -0.034767495640456197 -0.026652180798308764 -0.0099050031950774185 0.019637361721587306 0.0080430659036764395 0.028815264162933729 -0.0078398846589082319 -0.012085590510379338
leaf_weight=6.237410149013157 4.8659455412998787 1.7579869776964177 1.2316950364038342 2.3745578374364404 1.1830835770815613 2.028924428508617 4.1653975229710323 108.99586338823428 1.532377020572312 2.4421458980068556 1.6589341909857465 1.2525883503258217 1.1092110257595766 2.1242317249998433 5.0236045973579166 1.8297349624335764 1.2780187980970366 1.5477780977089421 2.1688119620084771 13.935473253048256 2.3973131272941819 3.1969874775386442 2.7941973609849802 3.2654754672548583 15.197807659395055 9.3533992178563476 20.452500022089225 2.0953363554581292 8.6552385856339225 9.58903407664911
leaf_count=136 78 26 27 595 15 30 26 1427 71 11 141 34 6 49 139 39 112 23 7 127 17 62 52 31 169 104 186 77 124 93
internal_value=0.000581598 0.00180601 0.000892027 -0.000538316 -5.23708e-05 -0.0116453 -0.00445046 0.000861747 -0.0116511 0.00137605 -0.0192761 0.00193748 -0.00815794 -0.00373544 -0.00838989 -0.0231275 -0.00140491 0.0176211 0.00307733 0.00260616 0.00396702 0.00201647 0.000970015 -0.00250735 -0.000309377 0.00815334 0.00196961 -0.00521343 -0.000909481 -0.00680866
internal_weight=245.741 117.394 110.98 128.347 125.973 9.20714 7.17822 116.766 7.76979 109.222 2.89063 106.331 10.7877 9.53507 8.42586 3.01282 6.30162 6.41372 95.5437 93.1016 81.3437 67.4083 65.0109 43.8053 41.0111 21.2056 37.7456 17.2931 11.8522 11.7578
internal_count=4034 1695 1594 2339 1744 110 80 1634 207 1568 168 1400 340 306 300 54 251 101 1060 1049 949 822 805 515 463 290 432 246 186 100
is_linear=0
shrinkage=0.0315834


Tree=467
num_leaves=31
num_cat=0
split_feature=0 3 0 0 2 0 4 4 4 4 0 3 1 1 1 4 0 1 1 2 1 1 2 1 0 3 0 1 1 2
split_gain=0.312086 0.647141 1.1579 1.15436 0.879279 0.798043 0.825533 0.788237 1.47652 0.991599 1.6094 0.93418 0.838746 0.619988 1.89045 0.780237 1.18632 0.579845 1.20998 1.74451 1.33912 0.78351 0.572694 0.571017 2.53608 1.77329 1.46823 1.27188 1.76852 0.996598
threshold=98.142164052000012 0.087475000000000011 101.55650587770002 98.413698323200009 -0.13734499999999997 98.911063077300014 38.969453495950006 40.206947806850003 39.458743938000005 41.243661560350013 100.15850764985002 0.11660000000000002 81.011308844800013 73.553525990900013 78.10777406390001 39.110279783550006 102.11570516885001 75.408562100950022 75.634392583900009 -0.083424999999999985 77.946466576100008 76.279622535200005 -0.084275000000000003 71.096275259700022 96.039789794050009 0.076615000000000016 96.959242474650011 70.776348742200014 70.389210771400016 -0.10423499999999999
decision_type=2 2 2 2 2 2 2 2 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 5 -3 -4 -2 -7 8 11 -9 -11 13 -12 -5 -15 16 -16 23 -19 20 -20 -21 -6 27 25 -25 -26 28 -1 -28
right_child=1 3 4 7 22 6 -8 9 -10 10 12 -13 -14 14 15 -17 -18 18 19 21 -22 -23 -24 24 26 -27 29 -29 -30 -31
leaf_value=0.001325970802493406 0.0085776270342707399 -0.044352592464956833 -0.036649248285864106 0.027766905054137717 0.024625634321824557 0.00054162015027232077 -0.04545418781201617 0.017098823892748249 -0.037002750794429759 0.019132828798909825 -0.030679922719158891 -0.040343897150651647 0.0037481719329147825 -0.039854305783308147 0.011511706049998249 0.028556565594955494 -0.04294388427158672 0.024711976037497724 -0.043646114230030821 -0.010548871105796005 0.011517040602447426 0.023052347455023072 -0.0027939510547454636 0.0038514273218500815 0.008736940052482399 -0.03800821951554699 0.0037414012304562666 0.021591268397798805 -0.029077975943530173 -0.025596736113209433
leaf_weight=171.1084823931451 0.63751758402213665 0.68812132533639925 0.72251815471099856 1.1553767621517197 1.3189694283646529 0.6228784003760669 2.1339600735227577 6.5123716263915394 1.5741111031093167 2.51535389944911 2.2567384119611238 0.63273719235439774 1.4273651165858607 1.1887292882893232 2.0283825881779198 1.7228927084361201 0.65358228646073246 3.879942446947096 1.5353486207313838 1.1963334232568739 0.84192723012529302 3.0271293740370311 3.2861496227342268 1.8309968864778081 12.54406897723675 3.9438988024776336 2.5610979460179806 3.7522535608150056 2.397021943004801 3.2412512619048348
leaf_count=1955 14 14 361 3 100 29 88 68 53 20 52 40 124 37 18 16 140 20 25 7 44 66 255 49 64 212 19 25 85 31
internal_value=0.00059031 -0.00269919 -0.01082 0.000469124 -0.000597006 -0.0268657 -0.0350619 0.00189257 -0.00609499 0.00752002 -0.00254227 0.000495936 -0.0173411 0.0043248 -0.000517253 0.0100986 -0.00175887 0.00107285 0.00913376 -2.31823e-05 -0.0241097 0.0135345 0.0050594 0.00065332 -0.00442079 -0.0247361 0.00197387 0.00134381 0.000905933 -0.0126472
internal_weight=242.938 31.0778 8.72199 22.3558 5.32764 3.39436 2.75684 21.6676 8.95581 12.7118 6.19946 7.3817 3.6841 6.74896 5.59359 4.40486 2.68196 211.86 10.4807 6.60074 2.37728 4.22346 4.60512 201.379 24.1213 5.7749 18.3464 177.258 173.506 5.80235
internal_count=4034 1432 847 585 716 131 117 571 307 264 196 254 176 214 211 174 158 2602 162 142 69 73 355 2440 375 261 114 2065 2040 50
is_linear=0
shrinkage=0.0351512


Tree=468
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 1 4 0 0 1 2 4 4 1 1 3 1 3 4 3 4 2 2 0 2 1 4 0 2
split_gain=0.312876 0.642987 0.475532 2.17299 0.913306 0.529163 1.04652 1.192 0.675906 0.718039 0.434921 0.930661 0.521893 0.604229 0.401987 0.536876 0.359972 0.790648 0.601684 2.00825 1.04396 0.979657 1.53697 1.59335 1.5293 0.880958 2.14592 1.04027 0.875237 0.784781
threshold=-0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.54526999999999992 64.407391431150018 -0.58994000000000002 78.285212300550015 42.824128352900011 101.18549865570002 102.11570516885001 81.479100559500012 -0.085584999999999994 42.434124620650003 38.903925214650009 87.030766598900016 87.33187390945001 0.41214500000000009 62.079186690200011 0.10433500000000002 38.179089776100007 0.11922500000000003 41.035283712600005 -0.054619999999999995 -0.011675 86.20003303655001 -0.059424999999999999 62.111448187750007 41.646178195200001 89.953120586650016 -0.23783499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 7 -3 -8 -10 16 12 13 -12 -13 -16 18 -18 29 20 28 22 24 -24 -21 27 -27 -23 -20 -5
right_child=1 2 3 10 -6 -7 8 -9 9 -11 11 14 -14 -15 15 -17 17 -19 19 21 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.020121113572818344 -0.018604298750071548 -0.014419926383944808 0.013101381271755409 -0.010230243147149249 -0.040036167375646949 0.025999119584373575 0.036735114611611476 0.016771408081770075 0.03581573493940278 -0.035663804025193306 -0.03594282969766828 -0.037278255233765045 -0.034921843405633861 0.023098540391381889 0.035829137785633583 -0.034288415118593568 0.021951968759760843 -0.0021146184703378103 0.033509918195292601 -0.012011297190160582 -0.0074510627850382788 0.018152886624502391 0.0074686488037037689 -0.025040229966314137 -0.051776095173530615 -0.0445879355244077 0.0033099358622039254 -0.0081315651853062308 0.0070725564250121711 0.0017730589388777413
leaf_weight=0.9357298223185343 2.0303359755489501 3.8049481840571371 0.45286694169044439 6.5203065770911044 2.1285972524892713 1.5695382108970068 1.5514245787635448 2.2514252979308367 0.28881786763668049 0.3702115480118664 0.23594958767353125 1.371234179183374 0.29852116691472463 1.3175100354128515 0.23445699387229968 0.27269928288296796 2.8834947850555173 3.4753381317714229 2.5135323181748408 2.2795343152247369 2.6222126688808203 3.6863561645150202 4.1726200790144503 2.9862543940544146 2.1885216454975307 1.6464027180336378 3.1381117575801909 3.2895228080451488 3.4029000415466726 176.70530097646406
leaf_count=18 46 42 3 220 118 15 9 16 2 75 101 155 200 97 5 282 17 44 16 19 24 16 23 27 27 31 29 35 36 2286
internal_value=0.000512044 0.000435491 0.00059815 0.000282341 -0.0307142 0.00791267 0.00447878 -0.00282471 0.0244895 -0.00433809 0.00063759 -0.0108676 0.00622412 0.014131 -0.0277191 -0.00187326 0.000831345 0.00879869 0.000595869 -0.00370866 0.0103948 -0.00885777 -0.0158516 -0.00609211 -0.0314887 -0.00194328 -0.0131722 0.00575828 0.0183042 0.00134591
internal_weight=240.625 239.689 237.659 227.822 2.58146 9.83637 8.26683 6.05637 2.21045 0.659029 225.241 3.73037 1.85198 1.55346 1.87839 0.507156 221.51 6.35883 215.152 31.926 8.53865 23.3873 11.6269 7.15887 4.46806 11.7604 4.78451 6.97588 5.91643 183.226
internal_count=4034 4016 3970 3811 121 159 144 58 86 77 3690 840 398 198 442 287 2850 61 2789 283 76 207 96 50 46 111 60 51 52 2506
is_linear=0
shrinkage=0.0339776


Tree=469
num_leaves=31
num_cat=0
split_feature=4 2 3 4 4 1 3 1 0 0 1 3 1 2 3 3 3 2 3 3 1 4 1 1 1 0 3 3 2 2
split_gain=0.282065 0.541737 0.555406 0.380783 1.15768 0.861703 1.15997 0.597163 0.88658 0.625359 1.54739 0.384382 0.989437 1.06062 1.00703 1.26657 0.816627 0.884949 1.16962 0.533418 0.726531 2.64938 1.00019 1.5717 0.710352 1.27646 1.78391 0.910819 0.870492 0.664882
threshold=32.051492741500006 -0.10623499999999998 0.088555000000000023 35.419594101850009 35.509685375550013 73.553525990900013 0.11531000000000002 69.873026810350026 89.953120586650016 89.582113364650013 61.778079379550007 -0.18112999999999999 71.015621515800021 -0.033799999999999997 -0.27172999999999997 -0.27343499999999998 -0.24663499999999999 -0.23349 -0.55648999999999993 -0.10747999999999999 66.590419433100024 40.280372415600006 61.998532946250002 60.613977009100005 61.622148808000013 82.602876058000007 1.0000000180025095e-35 0.078905000000000017 0.048475000000000011 -0.046635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 -7 8 9 10 -2 12 13 16 15 -15 17 18 -6 20 22 -22 23 -13 25 26 -21 -28 -29 -27
right_child=3 2 -4 4 11 6 -8 -9 -10 -11 -12 19 -14 14 -16 -17 -18 -19 -20 24 21 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=-0.038495916732394206 0.026922755664298938 0.019984693654359141 -0.035763904929844104 -0.043592931608795363 -0.00040275802967874841 -0.035927363732353522 0.020154490867930468 0.021518005509724183 -0.010437960862395694 0.026099346711527836 -0.014571110716325586 0.023517947649758106 -0.034750889489630121 -0.039448205816324869 0.029480228149358054 0.034090448748955782 -0.022184448940377247 0.0030721980413313445 -0.044583669264957257 -0.035503698225088941 0.031467381702315736 -0.05389419716603177 0.032686990733838184 -0.047961688880567975 0.00084178871622948913 -0.042744545913264979 0.032075299102668549 0.010989913261743832 -0.022438318388851405 -0.0090786387200154032
leaf_weight=0.54440730965870898 1.6380851916037484 0.56530264490720472 0.26391040552698541 0.60572235139261366 1.4593475993024174 1.0356148254577409 0.57883646391564969 2.848550407215952 2.6558102890849113 1.9911111071705816 2.0213288683444262 0.85417887603398346 1.0096223845466727 0.59670600132085394 1.8043492340948439 0.38983562588691734 2.5715909115970144 7.7865824615582815 1.0283618386602031 1.1860877341823632 0.79983888496644773 0.67496225010836497 2.0999817296396941 0.48584483051672578 194.39818287715752 1.359806662425399 1.186632329598069 2.3774424144066875 1.1703460521530358 1.0440599371213464
leaf_count=103 24 40 39 16 21 93 13 13 17 9 36 46 135 57 27 2 43 54 39 77 14 43 24 71 2850 31 9 35 41 12
internal_value=0.000433072 -0.0139038 0.0022418 0.000515936 0.000213296 0.00584592 -0.0158201 0.00898166 0.00468248 0.0117893 0.00400303 0.000331604 -0.00430756 -0.00234191 0.015387 -0.0103891 -0.00619368 -0.00219129 -0.0186661 0.000703527 0.0110322 -0.00759947 0.0190199 -0.00239802 0.00045312 -0.00862342 -0.000706295 0.0080113 -3.74068e-05 -0.0281226
internal_weight=239.032 1.37362 0.829213 237.659 224.889 12.7693 1.61445 11.1549 8.30634 5.65053 3.65941 224.284 16.6464 15.6368 2.79089 0.986542 12.8459 10.2743 2.48771 207.637 4.91481 1.4748 3.44001 1.34002 202.723 8.32438 5.92051 4.73442 3.54779 2.40387
internal_count=4034 182 79 3852 3647 205 106 99 86 69 60 3631 378 243 86 59 157 114 60 3253 198 57 141 117 3055 205 162 85 76 43
is_linear=0
shrinkage=0.0317296


Tree=470
num_leaves=31
num_cat=0
split_feature=1 0 3 4 3 4 1 2 0 2 2 2 2 2 2 4 3 1 4 1 2 2 4 2 2 3 3 2 2 4
split_gain=1.5335 2.28515 1.6488 1.63682 2.34199 1.43499 2.34248 3.61474 2.60891 2.72563 2.54745 2.16346 2.28321 2.82931 2.59462 1.94511 1.94465 3.39605 3.00142 2.0719 2.13238 4.72978 2.35741 2.13383 2.99969 1.6128 2.04346 3.98335 2.44114 2.83822
threshold=70.171445662850019 94.773526014550015 -0.10747999999999999 39.110279783550006 0.087555000000000022 40.633548727200008 66.964115113200009 -0.11347 90.111739616350022 -0.0034049999999999996 0.022350000000000005 -0.026144999999999998 -0.058374999999999996 -0.037054999999999998 -0.067109999999999989 41.872294782850005 0.098105000000000026 61.977025281250008 41.806790701050012 62.020040611300011 -0.094519999999999993 -0.08786999999999999 41.681597818500002 -0.078649999999999984 -0.083424999999999985 0.093325000000000033 0.087555000000000022 -0.048954999999999992 -0.14429 38.969453495950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 25 8 -8 9 11 -11 12 14 -14 16 -13 19 -18 -19 -7 -21 -22 -23 24 -24 26 28 -28 29 -1
right_child=1 2 -4 4 -6 6 7 -9 -10 10 -12 15 13 -15 -16 -17 17 18 -20 20 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0022722445973108996 -0.0027581541115031527 -0.0016407928569686834 9.3724552280577864e-05 -0.0023152715769038487 0.00041078080016439987 -0.00021502391941570864 -1.2014128754012488e-05 -0.003154499731674035 0.001491770198457936 -0.0035660326971707298 -0.00049181655054629839 0.0021118196919109699 -0.0024166936696808656 0.00015370122920657425 0.0019004528008179787 -6.6425541903131704e-05 0.00050825303923069493 -0.00014836867515523132 -0.0032441394281276449 0.0011237795488021477 -0.0021174538767523934 -0.00083963790213116508 0.0019586214876626366 0.0019172859802600677 -0.00075938278663711576 0.00078823977852637741 0.00022438027886972526 -0.0023143637015111337 0.00076760784246453792 0.0010001610076085031
leaf_weight=2.9515132560627491 2.2048990074545127 2.6971055293688542 86.114458298514364 2.3626147402683273 4.1375279515050352 25.613958870060742 5.3845142060890794 2.5854296693578354 6.937417145818471 1.6298937420360733 6.1009872362483293 5.0994571764022094 3.6663445071317255 4.6167074339464289 4.1583693008869878 3.1737746314611286 5.784271337091921 2.7430251911282539 3.2832278236746788 18.633419306483109 3.7428065203130165 4.389460377395177 3.0791299305856228 6.5282703265547779 5.2266216659918374 42.173997373320162 10.76206997502595 4.0624622693285337 27.333453852683309 2.213078981731087
leaf_count=156 49 210 1599 187 73 316 53 34 47 19 171 35 36 29 23 46 25 11 43 153 42 28 13 76 40 220 74 43 168 15
internal_value=0.000163048 -6.36433e-05 4.10492e-05 -0.00113175 -0.000580061 0.000267385 0.000113645 -0.00103143 0.000193414 0.000109603 -0.00113995 0.000206457 0.000109697 -0.000984038 0.000218607 0.0012762 0.000130106 -0.000687383 -0.00183501 0.000273752 0.000574703 0.000129217 0.000566643 0.000982768 0.000248243 0.000477608 0.000200772 -0.000471328 0.000507361 -0.000869986
internal_weight=309.39 97.5166 88.8116 8.70504 6.50014 211.874 122.377 7.96994 114.407 107.47 7.73088 99.7388 91.4656 8.28305 83.1826 8.27323 79.0242 11.8105 6.02625 67.2137 41.5997 22.9663 19.2235 14.834 8.30575 89.4966 47.3226 14.8245 32.498 5.16459
internal_count=4034 2118 1809 309 260 1916 1240 87 1153 1106 190 916 835 65 770 81 747 79 54 668 352 199 157 129 53 676 456 117 339 171
is_linear=0
shrinkage=0.00218447


Tree=471
num_leaves=31
num_cat=0
split_feature=1 2 1 0 4 0 2 4 1 2 2 4 3 3 3 0 3 3 0 1 0 4 3 3 2 2 4 2 2 3
split_gain=0.289354 0.862956 0.296868 1.24713 0.776583 1.34256 1.36061 0.851553 0.571666 1.91027 0.776051 1.12247 0.683081 0.634557 1.66401 0.640867 0.854689 0.613608 0.560236 0.551203 0.459667 1.33136 0.484333 1.4723 1.48657 1.67509 1.61268 1.5177 1.18456 1.21742
threshold=55.513971935650012 0.11704500000000002 64.665483411650015 89.705782438650019 38.625745710700009 81.87699236280001 -0.26894999999999997 38.969453495950006 65.29995953045001 -0.11347 -0.18231499999999998 50.205949521800008 -0.52484999999999993 -0.26533499999999993 -0.13658499999999998 93.899777122150013 -0.26753499999999997 -0.10565499999999999 85.812895065800021 55.855406118200008 87.350693116400024 41.872294782850005 0.10433500000000002 0.096515000000000031 -0.016334999999999999 -0.020814999999999997 41.360869295700006 -0.054619999999999995 -0.093879999999999991 0.10661000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -6 9 10 11 -4 -10 15 -15 -14 -17 -16 -7 -8 22 -22 23 24 25 27 -26 -9 -24 -30
right_child=2 -3 8 -5 7 18 19 20 12 -11 -12 -13 13 14 17 16 -18 -19 -20 -21 21 -23 28 -25 26 -27 -28 -29 29 -31
leaf_value=-0.033942172684679042 0.029797624557157065 0.033041206314801147 -0.041038956042623372 0.022971394148844231 -0.020019437449647223 0.0077641712276746424 0.022244419426080405 0.0011305603029669565 -0.039737901959198088 -0.043414840881910818 0.02640336735297874 0.037063055308910547 0.032369335911765378 -0.033368451536086474 0.017061803040524331 -0.036871094835542483 0.035203624772822073 -0.00028490908679663967 0.025166302447336419 -0.038194739279027931 0.021631716929059734 -0.00060814939682753643 -0.022032157931756339 0.011981906183609852 -0.0053853785881737733 0.030637114065346527 -0.043456642760191115 -0.020962453447446541 -0.019377572493328016 0.004017159457136989
leaf_weight=0.80308513768250012 0.55922045791521613 0.28229705896228552 0.60644975234754372 2.9156817961484185 2.187245935201644 4.283243943937121 0.18765171943232406 50.781904800795012 0.47385239008872204 1.4011081678327162 1.0435660332441332 0.29805535078048706 1.2762158736586564 1.6400722056278016 2.2612697609001762 0.42148331952921592 0.31016793545859378 107.2117580663471 3.7839754968881607 1.2931705799419431 4.2766305431723586 9.2371754385530931 3.5277610886842039 11.435145268216727 4.0062827151268783 1.9644173253327597 1.7301505625946445 3.6173619269393376 3.0393077647313467 11.772501146886496
leaf_count=158 13 2 66 37 17 42 7 550 32 39 5 1 10 137 40 76 8 2163 33 158 44 50 33 76 28 17 54 29 22 87
internal_value=0.000456053 -0.0165205 0.000533622 0.00168083 0.00115335 0.00988693 -0.0139971 0.000332784 -0.000649444 -0.0140681 0.00703898 -0.0153025 -0.000253815 -8.84203e-05 -0.000420211 0.0182725 -0.00631656 7.34038e-05 0.0159267 -0.0305358 0.000755176 0.00642996 -7.95248e-05 0.00111539 -0.000885579 0.000741032 -0.016868 -0.000338548 -0.0048707 -0.00078332
internal_weight=238.628 1.08538 237.543 120.599 117.683 10.1073 2.04004 107.576 116.944 3.34918 1.94807 0.904505 113.595 113.121 111.113 2.00787 0.731651 109.473 8.06722 1.48082 105.389 13.5138 91.8748 73.5353 62.1001 56.3637 5.73643 54.3993 18.3396 14.8118
internal_count=4034 160 3874 1297 1260 253 178 1007 2577 111 72 67 2466 2434 2340 94 84 2203 75 165 990 94 896 754 678 596 82 579 142 109
is_linear=0
shrinkage=0.0329546


Tree=472
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 3 4 1 1 4 4 0 3 3 4 1 4 4 1 3 0 2 3 2 1 2 4 2 2 4
split_gain=0.288697 1.4712 1.42292 1.29513 1.16797 1.49932 1.61532 1.31332 1.05464 1.02938 1.00064 1.12769 0.907852 1.84154 1.63446 1.42966 1.08936 1.99151 2.5249 1.84219 1.7719 1.56148 1.36975 1.84201 1.98378 2.7142 2.52313 1.71254 1.52221 1.51037
threshold=-0.079634999999999997 -0.077085000000000001 -0.076484999999999984 102.21786657775002 -0.08262499999999999 0.092260000000000023 41.092444989200011 61.998532946250002 60.613977009100005 40.750688432250008 42.719328117250008 86.83719761350001 0.083365000000000022 0.081765000000000018 37.627645350900004 61.049507226200006 35.419594101850009 39.792680591700012 63.353515844050008 0.10157500000000001 89.168090812600013 -0.117885 0.088145000000000015 -0.16182999999999997 62.084563606450011 -0.088224999999999984 41.942745071500006 -0.50001499999999999 -0.59260499999999994 43.084235337800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 12 6 -6 -8 9 -4 -10 -12 13 14 15 -1 -14 18 -18 20 -20 -21 29 27 -25 26 -26 28 -24 -19
right_child=1 2 8 -5 5 -7 7 -9 10 -11 11 -13 16 -15 -16 -17 17 22 19 21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.014772103395461393 0.019556662532390579 -0.033241462977854352 -0.049377686619417188 -0.029648916538429659 0.027186001865000982 -0.042476107809414229 0.004585753143993225 -0.032388174117407457 0.0030727150886676944 -0.0018017311476939992 -0.043360512848346092 -0.004722507312825695 0.018023765923473149 -0.034297919410850988 0.0014196288218601709 -0.048224835267920964 -0.056755690545674017 0.0185848589714032 0.030668792234214513 -0.00692986298738257 -0.0065118115077295721 -0.064568068117297844 0.011921102301928971 0.0033950527642836064 -0.012269413159173305 0.015051373676737987 -0.052817868684020518 0.032339548411330354 -0.022220269379299308 -0.0033524897597568106
leaf_weight=0.69237038667780071 6.1262927351053795 1.6707580536603917 1.1004961584694677 2.1114375827128233 1.6268080864101628 1.9078154301969332 2.4902080167084932 2.8500124095007777 93.407619641395286 1.46886339422781 1.2140419569332133 7.5035611063867691 5.8846184024587265 2.7209636135958126 20.878127658739686 1.7783977203653192 1.4853183478116978 14.73137406120077 2.216129593551158 1.3949646920664238 8.8709355872124416 1.2179067216347892 7.3328889859840265 18.634661436080943 6.6907296013086981 3.0481422292068627 3.1095573978964239 4.0313403643667618 2.3971480284817508 6.1559890108183017
leaf_count=78 101 26 27 595 8 30 18 54 1086 141 52 262 61 85 554 73 18 87 21 21 110 27 48 119 54 24 55 29 51 119
internal_value=0.000468176 0.00183323 0.000812417 -0.000767617 -0.000268372 -0.0132619 -0.00526204 -0.0151468 0.00135586 -0.0221792 0.00194798 -0.0101034 0.000749674 -0.00534024 -0.00196566 -0.0305715 0.00257032 0.00145201 -0.0106949 -0.0057011 0.000920005 -0.0337961 0.0042412 0.000604172 -0.00435749 -0.0156013 -0.0251351 0.0119554 0.00350984 0.0121194
internal_weight=236.749 112.492 106.365 124.258 122.146 8.87484 6.96703 5.34022 104.695 2.56936 102.125 8.7176 113.272 26.0699 23.3489 2.47077 87.2017 81.3171 15.1853 13.6999 11.0871 2.61287 66.1318 45.2445 31.4831 12.8484 9.80029 13.7614 9.73004 20.8874
internal_count=4034 1695 1594 2339 1744 110 80 72 1568 168 1400 314 1634 790 705 151 844 783 197 179 131 48 586 380 252 133 109 128 99 206
is_linear=0
shrinkage=0.0371939


Tree=473
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 3 3 4 4 4 1 3 2 0 4 2 3 3 4 2 2 2 1 2 3 3 2 4 2 3
split_gain=2.20859 3.12274 1.68382 2.25024 2.74128 2.09135 1.70305 2.26359 1.79566 1.6399 2.26342 1.61064 2.02107 1.56675 1.98777 2.93467 1.54993 1.52975 1.511 2.29884 1.49534 1.99266 2.00806 1.56867 1.44556 2.20833 1.28179 2.33696 1.41759 1.19175
threshold=70.171445662850019 94.773526014550015 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.10608500000000003 39.420767558750008 36.491284729650012 39.110279783550006 70.206395618550019 0.076615000000000016 -0.074999999999999997 85.995710218650018 41.942745071500006 -0.12546499999999997 0.097015000000000032 0.084090000000000012 42.141702038450013 0.04932000000000001 -0.12546499999999997 -0.60611000000000004 61.049507226200006 -0.10623499999999998 0.090390000000000012 0.092650000000000024 0.18145000000000003 41.147265497500008 -0.059424999999999999 0.093325000000000033
decision_type=2 2 2 2 2 2 2 2 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 9 3 4 5 11 8 -8 -5 -2 -11 -3 -13 14 20 -16 -4 -7 -10 -20 21 -1 -23 -22 -12 -26 27 -25 -29 -15
right_child=1 2 16 6 -6 17 7 -9 18 10 24 12 -14 29 15 -17 -18 -19 19 -21 23 22 -24 26 25 -27 -28 28 -30 -31
leaf_value=0.0014307249557800885 -0.0025570661050329209 8.1479242064510401e-05 -0.0023089439968984799 -0.0014720260767420482 -0.0025210259481864513 0.0019029153040075839 0.00045835631120512259 -0.0025460664987614575 0.0010456723124014321 0.0021455196109748599 -0.0020841382214564241 -0.0022661390961358683 0.001363303568320678 0.00026390930876710032 0.00027247516507070146 -0.0010738947776985418 -5.2024245124902793e-05 3.4362391182267989e-05 -0.002207270100465719 0.00054213669125438731 0.0015679966977531377 1.1803143836372214e-05 -0.0025136959182022567 -0.00035396461481855063 0.0013220598497798489 -0.0021610886224552534 0.0013712741047554467 0.0012191798030787686 -0.00023504330988859462 0.00061990568853536872
leaf_weight=1.4525453578680743 2.3806638498790544 3.1969334245368364 2.1736043787095687 1.4432282817433613 1.819090186851098 1.7648417570162553 2.5259989285841575 1.5592740438878534 20.699939493497372 0.94742819666862477 2.9591459319926798 3.963376312982291 0.69301877339603368 97.658301644027233 12.419015659717845 12.478334150044246 2.5333845823770389 37.000738355563954 1.4383937022648741 6.247571452986449 4.2610967569053164 2.5499872802756727 2.3042061061132699 15.437591883353894 1.6760000139474871 1.2014881335198877 3.7844188739545634 8.7237766534090024 3.6577830971218637 57.405924681574106
leaf_count=11 49 196 123 51 63 14 19 33 166 4 207 339 8 622 203 317 38 567 117 75 20 124 125 124 12 37 27 27 45 271
internal_value=0.000179913 -6.82264e-05 4.63796e-05 0.000111573 -0.000159637 -6.74942e-05 0.000498926 -0.000688377 0.000661534 -0.00115691 -0.000665574 -0.000990189 -0.00172596 0.000287402 3.70111e-05 -0.000402314 -0.00109423 0.00011943 0.000770011 2.75976e-05 0.000296382 -0.000584103 -0.00118701 0.000451213 -0.00112188 -0.00013232 0.000300638 0.000154992 0.000789571 0.000395702
internal_weight=318.357 96.2241 87.0594 82.3524 48.438 46.6189 33.9144 4.08527 29.8291 9.16473 6.78406 7.85333 4.6564 222.133 67.0688 24.8973 4.70699 38.7656 28.3859 7.68597 42.1714 6.30674 4.85419 35.8647 5.83663 2.87749 31.6036 27.8192 12.3816 155.064
internal_count=4034 2118 1809 1648 1187 1124 461 52 409 309 260 543 347 1916 1023 520 161 581 358 192 503 260 249 243 256 49 223 196 72 893
is_linear=0
shrinkage=0.00196078


Tree=474
num_leaves=31
num_cat=0
split_feature=0 3 4 4 2 2 2 3 0 1 1 4 2 3 3 2 2 4 0 0 3 4 2 1 3 2 2 4 3 1
split_gain=0.288242 1.24239 0.439609 2.30378 1.55814 1.02107 0.950881 0.841713 0.725259 0.463328 1.41373 0.481772 0.507587 0.997983 1.96144 1.38061 2.20711 2.14657 1.83953 1.60265 1.26376 1.38416 1.40369 1.36914 1.1921 1.27204 1.01718 0.967388 0.952958 2.06799
threshold=71.131225215400022 0.049900000000000007 47.927946529500012 44.421469061800003 -0.60918499999999998 -0.16276499999999997 0.04932000000000001 1.0000000180025095e-35 75.462331263550013 58.167480110400007 59.632689791450012 44.169240047700008 -0.06828999999999999 0.083365000000000022 0.08674500000000003 -0.053159999999999992 -0.037054999999999998 39.749124837650008 97.225399829550014 86.329079026800017 1.0000000180025095e-35 40.636252116050009 -0.018034999999999999 62.084563606450011 0.08481000000000001 0.047375000000000007 0.022350000000000005 42.066503896600004 0.096315000000000026 76.830756451950009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -4 -2 -10 -11 12 -12 20 24 17 18 -16 -17 -19 21 23 -23 -14 -15 -26 -22 -28 29 -18
right_child=2 -3 5 4 -6 6 -8 -9 9 10 11 -13 13 14 15 16 28 19 -20 -21 26 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.038317251646792963 -0.033834361013596027 0.01903655108638538 0.0043023035609102284 0.027840523811900528 -0.032606971001826406 -0.03668113512219659 0.014052005302402033 0.027376012984497402 0.013480081760666477 -0.037566796041422088 -0.0006588903739090376 0.019768788755594457 0.035905188667039671 -0.0015984598651276904 0.030705246562806356 -0.044516608439455277 -0.01128540259025467 -0.021834805392973933 0.00055482279269479452 0.013867107335550962 0.025178918858675237 -0.043185891498893181 0.0020130456112067638 0.0017660239909607683 -0.055360774880474167 -0.012189095258349983 -0.011866551528791449 0.015435101614025233 0.0061554864290024177 0.015120965788320905
leaf_weight=0.94978184706997015 0.66725791321368788 0.73857965343631804 4.6378609898965806 0.54138751687423781 3.5135950372059588 0.98311564558389164 0.69280960218748078 2.7827325087273493 3.1234859600663176 1.0616041170433153 127.49182081365143 1.4632607672392612 1.5129019320011163 2.4874568856903343 4.3890595314733201 2.1672768215648821 12.087075029965492 2.2631453070789576 1.8434813698549986 3.557291317731142 6.1983610829047375 1.3946096840663815 1.650266512777306 8.862641347688621 1.4256376762059519 1.5861155462043823 2.1398452383291442 4.2901518837315962 24.354568532959092 4.4687053985326193
leaf_count=175 173 16 45 9 331 228 31 31 33 49 1748 21 9 26 39 28 139 23 15 42 63 28 32 143 24 57 58 34 237 147
internal_value=0.000427408 -0.0132276 0.000526085 0.000236509 -0.0245365 0.00767405 -0.0157086 0.012955 0.000692112 0.000796917 0.0006141 0.000802071 0.000672486 0.00263075 0.000298008 0.00218213 -0.000320098 0.0131918 -0.0238002 -1.4775e-05 0.00806033 0.000973685 -0.0186889 0.006744 -0.0185906 -0.0326248 0.0155914 0.00634936 0.00198184 -0.00415784
internal_weight=235.326 1.68836 233.638 224.541 4.05498 9.09652 1.67593 7.42059 220.486 219.819 216.695 215.634 214.17 86.6786 60.6298 55.1306 44.9211 10.2095 4.01076 5.82044 26.0488 13.4204 3.04488 10.3755 5.49921 3.01175 12.6284 6.43 40.9103 16.5558
internal_count=4034 191 3843 3508 340 335 259 76 3168 2995 2962 2913 2892 1144 777 670 566 104 43 65 367 212 60 152 107 81 155 92 523 286
is_linear=0
shrinkage=0.0331673


Tree=475
num_leaves=31
num_cat=0
split_feature=1 0 1 3 0 0 1 3 1 2 2 2 1 4 0 2 4 0 4 0 2 3 3 1 3 0 3 4 4 0
split_gain=0.313591 1.51854 1.05279 0.825897 0.728735 1.84516 1.76511 0.992831 0.829722 0.637305 0.635618 1.09177 0.753207 0.584788 0.580142 1.29344 1.82634 1.07784 1.96074 1.60842 0.877602 0.802436 1.61096 0.791189 0.657104 0.762991 0.624518 0.58126 0.574644 0.546686
threshold=66.590419433100024 90.407470010750018 65.687097501250022 0.087125000000000022 91.937202686950016 90.767723400200012 67.300172379550006 0.13377000000000003 67.192634054300015 0.20949500000000004 0.13747000000000004 0.10957500000000002 61.93938686740001 43.111435027700004 93.953546284800012 -0.10623499999999998 39.420767558750008 94.773526014550015 38.748048509250005 94.203572890950014 -0.14910499999999999 0.090735000000000024 0.090390000000000012 68.910558799650019 -0.10747999999999999 95.117648655250022 -0.092630000000000004 40.040005255000004 43.308802343500005 94.848802842250009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 5 6 -2 8 -6 10 11 -1 -12 -7 15 20 -17 18 -16 -20 -10 22 23 -21 25 -19 -26 -18 -8 -28
right_child=4 3 -4 -5 7 13 28 -9 14 -11 12 -13 -14 -15 17 16 27 24 19 21 -22 -23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=0.00088592669535681964 0.024209232729733382 0.030735032103593157 -0.01970833039295776 0.0030808225299620209 -0.044372694634093685 -0.045289097754821754 -0.046533248976969289 -0.038825213364682705 0.0074745046835514315 0.018587825435998486 0.0036143458504765808 0.028839110032002506 -0.030032882478744846 -0.0096130144898106101 -0.037335837118039651 0.0094540023768322785 -0.0068792308996641575 0.021076754216703773 0.021206590084902343 0.024691799377586664 0.039323712637932162 -0.039129893363429952 0.04686957552349607 -0.037108830297216795 0.024543083175390879 -0.037912555769550278 0.025051149434058478 -0.03517534854519784 0.0027929115417118983 5.0807729978051669e-05
leaf_weight=118.39587939350167 2.0970335863530631 3.29141916707158 3.03280160203576 2.2388961389660835 0.51648852881044049 1.8833693014457824 0.79518679203465559 0.81894230299803794 2.2060535347554833 2.5583524345420292 1.5386055478593328 1.7494502775371064 1.7597386331763116 0.81102368712890882 2.7312583983875793 8.2300238609313947 1.8497966192662709 0.36168944818200444 2.3372986777685583 0.33158786455169398 2.0683482140302685 1.2460940312594173 0.56783294677734364 1.1153315814444793 1.3589799076435145 1.0735774286840749 1.0980517710559059 1.7367192670935763 0.45998269791016355 62.925121221916925
leaf_count=1482 13 38 28 17 8 46 24 58 36 38 23 21 23 22 35 51 19 12 38 3 8 44 1 119 20 203 12 23 38 1531
internal_value=0.000412465 0.00151522 0.000742718 0.0195395 -0.00109223 -0.0129069 0.00448948 -0.00032053 2.31388e-05 0.00123496 0.000875328 0.00129296 -0.0143372 -0.0345504 0.00027446 0.00632754 0.000337813 -0.00102167 -0.0129366 -0.00103257 0.0228861 -0.0169731 -0.00326941 -0.0229461 0.000463641 -0.0230472 0.000979749 -0.0205812 -0.0284567 0.000479585
internal_weight=233.185 134.565 129.035 5.53032 98.6198 6.0466 3.3522 92.5732 91.7543 126.002 123.444 120.145 3.29834 2.69439 91.2378 16.0909 11.8165 75.1468 8.3294 5.59815 4.2744 3.26085 2.01475 1.44692 66.8174 1.43527 65.3822 3.58652 1.25517 64.0232
internal_count=4034 1670 1615 55 2364 143 75 2221 2163 1587 1549 1503 46 68 2155 137 93 2018 240 205 44 167 123 122 1778 215 1563 42 62 1543
is_linear=0
shrinkage=0.0351263


Tree=476
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 3 4 3 3 2 3 0 2 4 0 4 0 0 2 4 0 0 0 4 4 3 3 3 0
split_gain=1.82173 2.31661 1.72984 1.63559 1.79857 2.99102 1.80621 1.59376 1.98695 1.54022 1.92543 1.46772 1.46945 2.6186 1.40644 2.86693 2.21463 1.57327 1.53718 1.55617 2.90818 1.84499 1.38054 1.64998 1.33545 2.41402 1.81163 1.99873 1.93978 1.69778
threshold=70.171445662850019 94.773526014550015 85.995710218650018 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 39.110279783550006 0.087555000000000022 0.076615000000000016 -0.074999999999999997 0.084090000000000012 96.163458868000006 -0.099639999999999992 41.942745071500006 85.812895065800021 42.434124620650003 75.994645973400011 85.791387400750025 -0.12546499999999997 42.719328117250008 68.362113341000011 94.203572890950014 94.625660817400004 41.827117825850003 41.147265497500008 0.09450500000000002 0.087795000000000026 0.087475000000000011 97.39208423365001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 14 4 5 6 9 -2 -9 -3 -11 -8 13 -13 17 16 -16 -1 19 -18 -21 -22 -10 -24 25 26 27 28 -14 -26
right_child=1 3 -4 -5 -6 -7 11 8 22 10 -12 12 24 -15 15 -17 18 -19 -20 20 21 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0018387829018348143 -0.0027082752115315982 5.7033652685890802e-05 0.00040731730235455082 -0.0011843026691483864 0.00047808394335190568 -0.0027526846068843592 0.0019256040251705209 -0.0022426042544493878 0.0017952011313785233 -0.0024374894202172492 0.0013663557653241102 0.00081565775843820874 -0.0032889327223826611 -0.0024040942594849997 -0.0024621408738894146 -0.0025738107347209175 0.00037384335258364127 0.00031801317023108972 0.0021426030948154453 0.00085803281461135418 0.0019148544440480879 -0.0023388936663741502 -0.0022795095169705314 0.001486984387487855 -0.0013508398016020022 -0.0021466595621123063 -0.000605089081513321 0.001050896494165753 0.001376623228896098 0.0010305697094313239
leaf_weight=1.6069350453326467 2.2187752905301732 3.6022567977779527 143.04974280297756 4.8496452124090856 33.375500096793985 1.9492409119848151 1.9604151201201592 2.139035050291568 1.6592927882447841 3.7411834640079178 0.72469143848866213 1.9560051858425138 1.0351563445292473 2.804917885689064 1.7677220066543728 2.5208432972431174 11.192888999357828 38.765089470893145 1.4591076523065556 2.7924534529447511 0.52144500240683545 4.3115339872892946 1.3340855222195389 0.88103062100708474 1.5569723173975933 2.4129602040629825 8.9850404493627121 9.7210010850685631 0.66950082499533881 11.123798928339964
leaf_count=233 49 196 893 161 461 63 14 187 16 339 8 32 45 64 55 39 192 270 5 33 7 189 51 6 9 41 151 87 6 132
internal_value=0.000162672 -7.62963e-05 0.000276074 2.24145e-05 9.07658e-05 -0.000156672 -5.60585e-05 -0.00116108 -0.000590215 -0.000982069 -0.00182023 0.000120875 3.30079e-05 -0.00108127 -1.30368e-05 -0.000416006 -0.000169262 0.000232166 3.06234e-05 -0.000133132 -0.000877289 -0.00187994 0.000322057 -0.000781441 0.000182426 -0.000126347 0.000112495 0.000676797 -0.00145654 0.000738175
internal_weight=306.688 98.7005 207.988 90.4683 85.6186 52.2431 50.2939 8.23222 6.01344 8.06813 4.46587 42.2258 40.2654 4.76092 64.938 24.566 22.0452 40.372 20.2774 18.8183 7.62543 4.83298 3.87441 2.21512 35.5044 22.8237 20.4107 11.4257 1.70466 12.6808
internal_count=4034 2118 1916 1809 1648 1187 1124 309 260 543 347 581 567 96 1023 520 481 503 426 421 229 196 73 57 471 330 289 138 51 141
is_linear=0
shrinkage=0.00213593


Tree=477
num_leaves=31
num_cat=0
split_feature=1 4 0 2 0 4 0 0 1 4 0 4 2 0 1 4 1 0 0 3 1 4 3 4 4 0 1 0 3 1
split_gain=1.99526 1.87113 2.33646 3.92139 2.92898 2.56667 2.15586 2.11542 1.81828 2.51992 2.35847 1.75969 1.68942 1.85237 1.58902 1.49753 2.31951 2.40534 2.38517 2.09959 1.84177 2.07173 1.51801 1.44756 1.84912 1.39783 1.31901 1.97485 1.41705 1.28637
threshold=83.740093847200015 42.094663496250007 86.20003303655001 -0.097294999999999993 86.83719761350001 43.218894539100006 85.764502819450016 75.462331263550013 64.407391431150018 41.975471476700008 88.606203063300015 41.218101594450012 -0.083064999999999986 85.57631075030001 65.29995953045001 40.80591513400001 71.015621515800021 96.163458868000006 97.39208423365001 -0.059734999999999996 80.468240302450013 39.952536079750011 0.11278000000000003 39.458743938000005 40.206947806850003 67.04476885710001 70.776348742200014 90.767723400200012 0.091470000000000024 80.468240302450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -4 12 -1 10 11 -9 14 -5 25 -10 16 -16 19 -19 -18 21 22 -20 -22 -25 -14 27 -13 -28 -6
right_child=-2 2 4 6 29 -7 -8 8 9 -11 -12 26 13 -15 15 -17 17 18 20 -21 23 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.001965369844593212 -0.0014692381429605877 8.8349009882951829e-05 0.0013225326039167039 -0.0022171389035340536 -0.00018309261029944641 -0.00063024490445735565 -0.0024317725337893127 0.00041619623934179527 -0.0011941178367215859 0.0016829527008426408 0.0016968490259594339 -0.00018013694179128215 0.0019834872447037767 0.0010147266539916539 0.00040584300616448469 0.00089398011203824755 0.00097481196474033646 0.00063313871224436125 -0.002058729168342334 -0.0022263379086104201 0.00073541403522477502 6.9715854356180318e-05 -0.00019873604024469465 -0.0026002514416655388 0.00035827281941216348 -0.0020083241901618885 0.00056167860916734279 -0.003041428740757024 -0.0012238310298639794 0.00084362393813224457
leaf_weight=1.5359661842230696 2.7151039895252316 16.478082544403154 11.67473781108856 1.9669765643775479 42.191964648547582 3.1638622730970374 4.4133155588060617 95.170408004894853 3.1112014073878518 3.7530137347057453 5.6331135630607596 1.7719154455699011 0.38893634080886519 2.582281612791121 47.357347276061773 10.336512856185434 0.96248827874660481 12.125148626044391 5.572203757590616 3.5623265805188558 6.4444345382507873 4.9648758359253407 2.2895502946339548 1.3131773518398406 1.9290311662480233 1.9561234361026434 3.9776389375329018 1.7966832760721443 2.8017918318510056 5.0536453037057063
leaf_count=232 757 238 88 51 652 15 63 543 35 23 47 21 4 22 279 64 8 54 143 94 98 35 39 44 18 145 28 39 42 113
internal_value=0.000172084 0.000186634 -4.66189e-05 -0.000510125 0.000160823 0.000906165 -0.00138225 0.000283499 0.000299575 0.000133273 0.000487762 8.05522e-05 -0.000710415 -0.000108937 0.000158697 0.000202151 0.000119499 -0.000226756 -5.44998e-05 -0.00154541 -0.000424847 -0.000902852 -0.00151705 0.000208107 -0.000840005 -0.00134627 -0.000674373 -0.00162071 -0.000176234 -7.32695e-05
internal_weight=308.994 306.279 89.8699 27.7857 62.0842 14.8386 11.3076 216.409 214.873 114.069 100.804 110.316 6.89432 4.92734 99.9683 96.8571 86.5206 39.1632 34.6384 4.52481 22.5133 12.8266 7.86175 9.68664 3.24221 2.34506 10.348 3.5686 6.77943 47.2456
internal_count=4034 3277 1391 523 868 103 285 1886 1654 1064 590 1041 222 171 911 876 812 533 431 102 377 217 182 160 62 149 130 60 70 765
is_linear=0
shrinkage=0.00192311


Tree=478
num_leaves=31
num_cat=0
split_feature=0 1 1 4 4 1 4 0 4 1 4 3 4 4 4 1 2 1 2 0 3 3 3 1 0 2 4 1 0 4
split_gain=0.287384 0.618546 2.01113 0.826524 1.3181 1.56285 0.967155 1.03856 0.901488 0.714961 0.696464 0.749996 0.945862 1.1998 1.51764 1.77608 1.02437 0.556137 0.578858 0.533455 1.4768 0.487368 1.76972 1.71035 1.18858 2.85174 1.36679 1.00247 1.33881 0.981138
threshold=98.142164052000012 75.806453904250006 72.752365468100024 40.206947806850003 39.458743938000005 78.10777406390001 39.110279783550006 102.21786657775002 40.316494640950005 71.246828915000023 40.80591513400001 0.11922500000000003 40.890797847750008 41.827117825850003 42.434124620650003 80.468240302450013 0.20167500000000002 81.188747081400024 0.20949500000000004 97.521130223850008 0.091375000000000026 0.091645000000000018 0.08766000000000003 75.077881750900005 87.278104746850019 -0.093879999999999991 41.289992964000007 62.030794443850006 86.565663342300013 40.563919884450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 9 4 5 -3 7 -7 -5 -2 -10 12 -12 16 -15 -16 -14 -17 -19 21 -21 22 23 -1 25 -24 -27 28 -28 -23
right_child=1 3 -4 8 -6 6 -8 -9 10 -11 11 -13 13 14 15 17 -18 18 -20 20 -22 29 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0022053711142975743 -0.0082276981676277384 -0.037283094700891174 -0.037079429277421465 0.038212770080646948 -0.035886271780664412 0.0036069169498236194 0.025850499428913612 -0.037575678491829932 -0.019667157691326317 0.031688387760272885 0.018927207297344296 0.034509715064162332 -0.033708892921990169 0.024430470151868274 -0.039553085444282821 0.014428552310524034 0.0063211202305225936 -0.034358352975815451 0.025985373588725092 0.020624837503970855 -0.0060733088772362241 0.0060026536319751477 0.0035902473418909287 -0.026819221074575711 -0.0021721069658841422 -0.05571136314420768 -0.029544884075834957 -0.042402845146017776 0.011552096982628436 -0.0012074125611334194
leaf_weight=83.257268038636539 1.1255029683234199 1.2083357216906749 2.1158316895598546 0.79457410081522795 1.6171102193184195 3.6724098292179406 1.6336637795611748 0.82515887808767718 1.4787864868412715 0.87959765281993885 2.9448115874838523 0.84760674631252264 2.0087472429440809 2.7482109773554839 1.3002537212742025 2.4107010517036547 1.082396008307114 0.6012667515897191 0.24666624295059592 5.1019057589583081 4.1210163747891784 42.227566618646961 4.7143646932672709 2.2954753121593958 14.905616434291003 1.6977118006907419 1.9757595912087711 1.6991269704885779 1.5614852160215376 40.860192040447146
leaf_count=1388 31 59 74 13 86 48 26 335 52 17 28 12 105 80 69 18 13 358 8 36 39 330 43 109 169 20 42 33 7 386
internal_value=0.000458045 -0.00260009 -0.0145213 -0.000667559 -0.00877684 -0.00280388 0.00399124 -0.00394876 0.00374401 0.00928269 0.00199616 0.00425366 0.00233166 -0.00236824 0.00496026 -0.00677686 -0.019692 0.00630145 -0.0168042 0.000899995 0.00869548 0.000531659 -0.000895266 0.00142661 -0.00837596 -0.0163145 -0.0298475 -0.021462 -0.011403 0.00245695
internal_weight=233.959 29.5416 4.12093 25.4207 8.95668 7.33957 6.13123 4.49757 16.464 2.0051 15.6694 14.1907 13.3431 10.3982 7.3071 4.55889 3.09114 3.25863 0.847933 204.417 9.22292 195.195 112.107 85.5527 26.5541 11.6484 6.93408 5.23637 3.53724 83.0878
internal_count=4034 1432 122 1310 554 468 409 383 756 48 743 691 679 651 533 453 118 384 366 2602 75 2527 1811 1497 314 145 102 82 49 716
is_linear=0
shrinkage=0.0331706


Tree=479
num_leaves=31
num_cat=0
split_feature=0 0 1 3 4 3 4 1 4 3 4 2 2 0 3 4 4 3 2 2 0 3 2 1 0 2 3 4 2 4
split_gain=0.294012 1.36682 0.817875 1.7282 2.3394 0.894316 0.79416 2.12199 1.23757 1.48207 1.67098 1.26882 1.10148 1.01261 0.787867 0.775779 0.692367 0.594921 0.583609 2.00754 1.86955 1.80803 1.88734 3.08318 2.06472 1.53421 1.16943 1.09613 1.00788 2.18041
threshold=90.767723400200012 90.407470010750018 67.649671936450019 0.085235000000000019 39.861052345600008 0.13377000000000003 38.400997490450003 65.687097501250022 37.038444968100009 0.09062000000000002 36.242939472700009 -0.122095 -0.10946499999999999 85.812895065800021 0.093160000000000034 35.509685375550013 38.969453495950006 0.084565000000000015 -0.061874999999999999 -0.016334999999999999 94.047642319350018 0.083495000000000028 -0.08786999999999999 70.776348742200014 93.953546284800012 -0.088224999999999984 0.084090000000000012 33.708131650200009 -0.079634999999999997 42.283941020600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 18 8 16 9 10 11 15 -11 -10 17 -1 -8 -9 21 20 -20 27 24 -24 -23 26 -26 -4 29 -25
right_child=2 -3 5 4 -6 -7 7 14 13 12 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 28 25 -27 -28 -29 -30 -31
leaf_value=-0.053422251871641846 0.015567118585175231 0.025021947998105705 0.046225017391630957 0.005475826744475676 -0.061704942388291155 -0.045468590904330516 -0.018874151216284267 -0.046451458924033996 0.0046895265363485674 0.035729659953522563 -0.068897241785833382 0.016079937885133781 0.00077523274230934902 0.036937974272357746 -0.08206455124810294 0.024459750794961432 0.0010328093457481334 0.010627225563060465 0.042267933587101521 -0.0027075677347174242 0.0075195068439478955 0.032727896803290524 -0.052199255802865753 -0.05130972646722301 0.041865735079725137 0.048550646438118322 -0.002665249065282298 -0.025689464980065465 0.010235636572224899 0.013484406978737195
leaf_weight=1.025107532041148 1.8783263606019307 4.1987809701822689 0.38368172915215737 1.5391918234527113 2.1063236463814974 0.74569763845647585 3.0829705316573373 0.84650219953618833 2.9392065147403619 2.2980765283573419 0.90183621388860036 1.9401343809440741 4.730935538187623 3.8705266416072845 0.61071793944574881 0.2792019951157273 108.21860138722695 0.49737979646306485 3.6057333071948952 27.797684227785794 10.091044698609037 4.2044434922281679 2.7502068113535634 1.7653011921647697 1.0572336312325266 1.1328067034482945 23.540335082667298 6.9622777149415924 4.98920877349883 1.7992948210739994
leaf_count=86 23 42 32 13 44 59 27 44 49 26 40 26 40 29 15 14 1271 12 23 570 170 26 49 82 11 4 445 675 60 27
internal_value=0.000514075 0.00175832 -0.001235 -0.0167098 -0.0333402 -0.000293845 0.00101405 -0.000269946 0.00909973 0.000617965 -0.0190221 -0.0051587 0.0122033 0.0230189 -0.0430542 -0.0367507 0.000481401 -0.0253263 8.01222e-05 0.00368778 0.0166672 -0.00300104 0.000371407 -0.0140486 0.00581671 0.00141931 -0.000751253 -0.0219333 -0.00178248 -0.0186037
internal_weight=231.789 135.44 96.3488 5.52384 3.64552 90.8249 131.241 113.256 17.985 11.1753 4.14628 3.24444 7.02901 6.80973 1.9546 1.30431 111.302 1.34388 90.0793 41.4945 13.6968 48.5848 41.2388 11.304 29.9348 25.7304 24.5976 7.34596 8.5538 3.5646
internal_count=4034 1721 2313 80 57 2233 1679 1369 310 232 166 126 66 78 71 100 1298 56 2174 763 193 1411 704 218 486 460 456 707 169 109
is_linear=0
shrinkage=0.0414211


Tree=480
num_leaves=31
num_cat=0
split_feature=0 4 0 2 0 4 0 2 1 0 2 1 2 1 0 3 2 1 0 4 4 4 1 2 2 4 2 0 0 4
split_gain=1.15496 1.243 1.74951 3.39033 2.23777 2.57071 2.11547 1.76981 1.83674 1.65389 1.38965 2.29121 1.94919 2.55038 2.60532 3.43907 2.60387 2.51909 1.86465 2.07731 1.73823 2.28724 2.17359 2.73553 2.38723 1.86954 1.84244 2.99423 4.10634 3.24556
threshold=104.06483731340002 42.094663496250007 86.20003303655001 -0.097294999999999993 86.83719761350001 43.218894539100006 85.764502819450016 -0.083064999999999986 61.977025281250008 67.04476885710001 -0.06483499999999999 60.613977009100005 -0.053159999999999992 61.907125369850007 85.877418060900013 0.085235000000000019 -0.041369999999999997 63.705703859100005 92.313586825200005 38.400997490450003 39.792680591700012 39.685256516350002 69.238550691600025 -0.14429 -0.24468499999999999 36.620308449100001 -0.086139999999999994 86.256490657300006 87.170566421650008 41.535369675400013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 -4 7 -5 9 -9 20 -12 -13 -14 15 -15 -16 -18 19 -19 21 22 23 24 25 -1 -22 29 -29 -28
right_child=-2 2 4 6 -6 -7 -8 8 -10 -11 11 12 13 14 16 -17 17 18 -20 -21 26 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0014017663264638473 -0.0012383631488881537 0.00013891716081383947 0.0015383569644430045 -0.0026260497587214044 -5.3881237862265977e-05 -0.00085343445932823878 -0.0028345488572714753 0.0024766304168947796 0.0012633982865438271 -0.0025444330716786036 -0.0015684621134012793 0.0013234296005292898 0.0020536085536007201 0.0012720540602952199 -0.0010805314888936103 -0.0030942768295705372 0.001238787872539168 0.00045785029673454383 0.00045809792737996463 -0.0020006280193926667 0.00059649908492202233 -0.0027153854096513565 -0.00074263019325066328 0.0007775022918803219 -0.0029693884773606188 -0.0013558985892869998 -0.00055420254735760917 -0.0035330690722011212 -0.00023218752828342961 0.0021844159877451226
leaf_weight=2.4578898462932566 2.9885360554180798 16.622691225726161 10.63017003238201 1.8832108909264222 46.180231691920199 3.0562436282634726 4.0251517854630947 0.43072410020976937 2.70582494745031 1.7729213084094224 2.7400308286305508 14.941899263765661 4.7068595662713042 1.5143364686518896 5.6306221205741087 2.5700775883160532 19.348685968667276 3.4886553483083835 34.751389281474985 3.7855361779220402 48.376772814430296 1.8691061898134638 17.536344307474792 18.450205768458549 2.0766545082442445 2.7533509209752083 4.9248951412737387 2.6826395653188211 7.7193532101809978 4.2659551352262497
leaf_count=30 879 238 88 51 726 15 63 4 57 110 73 78 24 11 33 39 108 21 272 56 354 22 267 108 144 19 22 26 72 24
internal_value=0.000183225 0.00019768 -3.22433e-05 -0.000512801 0.000188025 0.00100426 -0.00151423 -0.000731847 -5.25527e-06 -0.00156302 0.000294848 0.000502203 0.000564731 0.000415167 0.000306685 -0.00147542 0.000415316 0.000552549 0.000236603 -0.000821558 0.000123488 -0.000226113 -0.000118597 0.000306581 -0.000885615 -5.52416e-05 0.000355683 -0.000238917 -0.00108347 0.000716934
internal_weight=296.887 293.898 87.3072 27.4405 59.8666 13.6864 10.8178 6.79268 4.90947 2.20365 206.591 93.4781 90.7381 75.7962 71.0893 4.08441 67.0049 61.3743 42.0256 7.27419 113.113 45.1436 43.2744 25.7381 7.2879 5.21124 67.9696 19.5928 10.402 9.19085
internal_count=4034 3155 1352 523 829 103 285 222 171 114 1803 715 642 564 540 50 490 457 349 77 1088 590 568 301 193 49 498 144 98 46
is_linear=0
shrinkage=0.00229835


Tree=481
num_leaves=31
num_cat=0
split_feature=0 3 4 4 2 2 2 3 2 4 4 2 2 1 1 0 1 0 1 2 3 4 0 3 3 2 1 3 3 2
split_gain=0.288193 1.10869 0.370113 2.09712 1.46546 0.811918 0.89345 0.787312 0.388487 1.21348 1.08631 0.649961 1.9928 0.827218 3.07484 0.898822 0.525251 1.92699 0.807997 0.502031 0.672907 0.455511 0.444228 0.431069 1.13498 1.01619 0.875717 1.5239 1.38394 2.36025
threshold=71.131225215400022 0.049900000000000007 47.927946529500012 44.421469061800003 -0.60918499999999998 -0.16276499999999997 0.04932000000000001 1.0000000180025095e-35 -0.62218499999999988 41.035283712600005 39.952536079750011 -0.58559499999999998 -0.50001499999999999 75.634392583900009 78.285212300550015 101.72856719805002 58.167480110400007 81.87699236280001 57.041016153700006 -0.58287999999999995 0.085035000000000013 35.782584506850007 102.11570516885001 0.10433500000000002 0.10721500000000002 0.10957500000000002 61.966271448700006 0.11002000000000002 0.21629500000000004 -0.15352999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -4 9 10 -2 13 19 -10 -15 -16 18 -18 21 -13 -21 -14 -17 -19 -25 26 -26 -28 29 -29
right_child=2 -3 5 4 -6 6 -8 -9 11 -11 -12 12 16 14 15 22 17 23 -20 20 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.034590726992343217 -0.023408357930222428 0.015569139384288529 0.0033455890499497504 0.02507871219500862 -0.02931670421228659 -0.033043160731521547 0.012607233610080452 0.023982790958643557 0.019036190663338795 -0.032271831895460373 0.01822423316416789 -0.001496694249225628 0.020863433847300623 -0.040760652117015586 0.032337427518998929 0.031739538272118922 -0.033893376266224733 0.0015810029453653437 0.021950287236980382 -0.0015851273451910222 -0.0403573627014676 -0.031220570294229848 -0.0315321585541882 -0.013301927114850169 0.0078248899373851225 0.012662444500570174 0.011042240272476151 0.018584126881173169 0.003166769525437492 -0.023219886725461693
leaf_weight=0.90308521737460867 0.88498030840855779 0.72399618825875223 4.6910139860119671 0.52298507685191031 3.3116580239002351 0.89292014691454624 0.6954885440209182 2.6314490037038922 3.9345433367416254 1.3249031634477431 1.6136982606258241 0.67952486168360371 0.22330257482826654 1.1649434751598167 1.5265880695078524 0.13972860574722279 1.4610739773488592 161.75513035376207 2.3210977809503675 0.53593381930841077 1.7126770326576659 0.48725105286575854 0.3669075902143959 6.68336825598817 6.079101740382618 5.1534601640014435 4.0056052219733855 1.4566872695577373 4.7936992354661916 7.9718701012825415
leaf_count=175 47 16 45 9 331 228 31 31 23 16 8 15 6 23 10 1 179 2200 21 28 72 66 74 72 37 49 42 15 57 107
internal_value=0.000392954 -0.0122713 0.000482927 0.000238669 -0.021898 0.00651642 -0.013055 0.0107619 0.00063116 -0.00890907 0.00347883 0.000802859 0.000491541 0.00976436 -0.00164231 0.0207707 0.000849387 0.000659678 0.0133245 -0.0242426 -0.0311164 -0.0148524 -0.014082 0.000914781 -0.00206678 0.000482018 -0.00210043 -0.00541058 -0.0100444 -0.0167613
internal_weight=230.649 1.62708 229.022 220.111 3.83464 8.91087 1.58841 7.32246 216.276 3.82358 2.49868 212.452 205.32 7.13271 3.19817 2.03322 202.392 199.36 3.03165 2.92814 2.24861 0.710554 0.506636 197.899 36.1438 29.4604 24.307 18.2279 14.2223 9.42856
internal_count=4034 191 3843 3508 340 335 259 76 3168 71 55 3097 2966 131 108 85 2851 2758 93 115 100 72 75 2579 379 307 258 221 179 122
is_linear=0
shrinkage=0.0301981


Tree=482
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 1 0 2 2 2 2 3 1 1 3 0 2 4 3 2 4 4 1 2 3 3 0 3 2 2
split_gain=1.59557 2.95183 2.01561 2.02171 1.62466 1.76837 1.60314 1.57402 2.0605 2.74084 1.89268 1.61495 2.1751 1.5708 1.51854 1.39759 1.77119 1.30889 1.81913 1.69355 1.36217 2.53069 1.77179 2.53071 1.78427 2.35061 2.24287 1.8476 1.78437 1.57748
threshold=70.171445662850019 94.773526014550015 85.667718326750006 61.87486387225001 39.110279783550006 71.096275259700022 94.203572890950014 0.22598000000000004 0.048475000000000011 -0.0034049999999999996 -0.037054999999999998 0.091935000000000031 76.599549052750021 70.776348742200014 0.097015000000000032 102.21786657775002 -0.086139999999999994 38.244973486750006 0.092835000000000015 -0.11572 39.184300550350009 39.792680591700012 74.739136026450012 -0.095854999999999996 0.089835000000000012 0.098105000000000026 97.674372337300014 0.085495000000000029 -0.58994000000000002 -0.084794999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 -6 8 9 10 15 -10 -13 -8 -9 17 -17 18 -3 -20 -19 -22 23 -23 27 26 -26 29 -27 -24
right_child=1 7 -4 -5 5 -7 13 14 11 -11 -12 12 -14 -15 -16 16 -18 20 19 -21 21 22 24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00012263612851054029 -0.002698758294901907 -0.0023395065091501824 0.00037530277843575438 -0.0010135928764317341 0.0017959057282478056 -0.0021789944406857146 -0.0022549858528247285 -0.0024283752321414562 0.00098166381234891451 -0.002570022426390896 0.001167356893219766 -0.0025392114706955294 0.00089356563854181949 0.0011051382537789142 -2.6195770266409398e-05 -0.0022612373890411384 8.4659693354662778e-05 0.0010036155855091872 0.0010704629735589198 -0.0013791105719614212 -0.0023611881899180138 0.00019928629951366405 -0.0012762565394358132 -0.0019488199375945852 0.00029901080247348659 0.002018530951682133 -0.0024139653235358714 0.0017358217799357243 -0.00031960428870578977 0.0010708831162044882
leaf_weight=26.744004942476749 2.3204305910039675 2.2796878702938477 176.99613040010445 9.1433779440121707 1.5824669909197835 2.1660988541552797 1.4853492919355633 2.0857432711636639 16.84636703442084 1.8177728665759776 5.7561626872047844 1.4387370031327003 1.8180021485313771 1.0217947065830228 2.5387689544586465 2.7745647322735691 2.82751968922094 6.9969587642699471 2.6012978036887944 2.3262946642935276 1.876450398005544 6.4872686399612576 2.1733471883926492 3.7749879620969278 2.4878347516059858 2.6818155236542225 2.8389681838452816 6.7057413831353188 3.0189063753932714 2.919714375864721
leaf_count=501 49 61 1081 334 21 190 44 123 170 88 109 25 30 5 38 535 121 46 17 43 28 92 88 76 10 14 31 21 26 17
internal_value=0.000183358 -4.04315e-05 0.000283908 -0.000166852 -0.00120806 -0.000655109 0.00015203 7.45723e-05 0.000140994 -4.62588e-05 2.95353e-05 0.000721715 -0.00062294 -0.000885556 -0.00110962 -9.00434e-05 -0.0010772 2.24281e-05 -0.000798771 -8.59699e-05 0.000163475 -4.64788e-06 0.000128991 -0.000590898 0.000452639 -0.000150606 -0.00114689 0.00101645 0.000780335 6.92951e-05
internal_weight=308.533 95.6491 212.884 35.8874 8.57614 6.25571 4.08961 87.0729 82.4484 62.3453 60.5275 20.1031 3.25674 2.50714 4.62451 54.7714 5.60208 49.1693 7.20728 4.92759 41.962 34.965 33.0886 10.2623 22.8263 11.0275 5.3268 11.7988 5.70072 5.09306
internal_count=4034 2118 1916 835 309 260 70 1809 1648 1423 1335 225 55 49 161 1226 656 570 121 60 449 403 375 168 207 81 41 126 40 105
is_linear=0
shrinkage=0.00208594


Tree=483
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 4 1 1 1 1 2 4 4 3 0 4 4 1 0 4 0 0 1 4 2 1 2 3 0 3
split_gain=0.29815 0.564545 0.352435 1.5551 0.90899 0.536664 1.0791 2.04971 0.439417 0.378962 0.968497 0.458624 0.547705 0.364579 0.426775 0.347902 0.494775 0.309808 1.31172 1.13322 1.096 0.782578 1.22894 0.978504 1.86319 0.940211 2.0511 2.96423 1.11385 0.747838
threshold=-0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.54526999999999992 64.407391431150018 39.792680591700012 75.634392583900009 78.285212300550015 75.499969677400017 81.479100559500012 -0.085584999999999994 42.434124620650003 38.903925214650009 0.09914000000000002 102.11570516885001 42.522337019050006 42.536568606950006 61.977025281250008 85.495657006400009 50.205949521800008 85.812895065800021 85.877418060900013 62.041548276350007 41.50623664750001 -0.08262499999999999 62.095317438950012 -0.091639999999999985 0.089305000000000023 86.135510041400025 0.11082500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 8 -7 -8 -3 17 11 12 -11 14 -9 -12 -17 29 19 -19 -20 -22 23 -23 -25 26 -24 -28 -27 -5
right_child=1 2 3 9 -6 6 7 13 -10 10 15 -13 -14 -15 -16 16 -18 18 20 -21 21 22 25 24 -26 28 27 -29 -30 -31
leaf_value=0.019821114119157334 -0.017343639139150387 -0.020774516109493744 0.013886770602223873 -0.003890464414606081 -0.037633362500326416 0.020235941726434548 -0.044637898286633261 0.034862715716278803 0.0091632522781198104 -0.034758062960006698 -0.035870386272023408 -0.033642231642826315 0.022230879407862506 0.034184651406330188 -0.033937645309120135 0.035355882763629588 -0.034132147324214136 -0.034864964698722606 0.011797347346202185 0.03652239081571982 -0.015184325816829295 0.018419493920935552 0.014887240103142241 0.012812867925451232 -0.01840932860776489 0.020793778004546643 -0.0361698736984543 0.00070272719968747803 0.0006348167306750481 0.008165473090845466
leaf_weight=0.85043197916820545 1.9185738696542092 1.180660309735684 0.46473374962806646 33.293367313686758 1.7732896092456938 4.656722245272249 0.92236472107470069 0.16900737583637215 0.95244462287519116 0.21142569142102763 1.3098100211282133 0.25299098575487722 1.2740714011306407 0.76050959332496859 0.2273728009313345 0.20344626903533924 0.24034022054547677 1.7329549248679534 10.682375921634955 0.27737534046173085 3.1688473988324395 7.5429299063980606 3.0953470170497885 6.2380376234650621 3.0649123219773147 3.0186375416815272 4.2557142470031959 5.2196541121229529 124.45368830082589 6.6350530358031383
leaf_count=18 46 13 3 632 118 29 16 1 35 101 290 200 97 9 56 1 151 188 107 1 29 50 11 30 33 35 46 28 1614 46
internal_value=0.000441256 0.000369347 0.000518872 0.000258663 -0.026935 0.00692675 0.0114659 -0.00817558 -0.00740712 0.0005402 -0.0101744 0.00716933 0.0141198 0.0208951 -0.00460276 -0.0273687 -0.00227656 0.000716128 0.00131782 -0.0250153 0.00162787 0.000949151 0.00127502 0.00964278 0.00252653 0.000268451 -0.00828747 -0.015858 0.0011122 -0.00188708
internal_weight=230.047 229.197 227.278 218.409 2.23802 8.86908 6.73598 2.07925 2.1331 216.171 3.49208 1.73849 1.4855 1.15689 0.39638 1.7536 0.443786 212.679 172.75 2.01033 170.74 160.058 156.889 16.8459 9.30295 140.043 12.5707 9.47537 127.472 39.9284
internal_count=4034 4016 3970 3811 121 159 111 82 48 3690 840 398 198 66 57 442 152 2850 2172 189 1983 1876 1847 113 63 1734 85 74 1649 678
is_linear=0
shrinkage=0.0327912


Tree=484
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 3 3 0 4 1 0 3 0 4 1 0 2 3 1 2 2 1 4 2 2 0 2 0 2 3
split_gain=1.58308 2.50774 1.63914 2.44301 2.78637 1.58261 1.48298 1.44252 1.40797 1.70563 1.38768 1.27465 1.85755 3.63458 1.2325 1.21581 2.12739 1.23867 1.29355 1.44079 1.23551 1.78271 1.47134 1.19771 2.999 1.8133 1.46373 1.61893 1.75889 1.39901
threshold=70.171445662850019 94.773526014550015 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 0.097015000000000032 85.995710218650018 39.110279783550006 71.096275259700022 94.203572890950014 0.41214500000000009 85.812895065800021 40.636252116050009 70.776348742200014 96.039789794050009 -0.101395 0.089850000000000027 73.037342029850024 -0.59502499999999992 -0.10423499999999999 83.116371560950014 41.243661560350013 -0.010319999999999999 0.18145000000000003 67.04476885710001 -0.018034999999999999 85.732241321850012 -0.053159999999999992 0.10184000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 8 3 4 5 -3 -4 11 -2 10 -10 12 23 -14 -12 16 -7 -17 -19 -20 21 -21 -22 26 25 -25 27 28 29 -1
right_child=1 2 6 -5 -6 15 -8 -9 9 -11 14 -13 13 -15 -16 17 -18 18 19 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018952158879518752 -0.0024244073583105513 -0.00092051769340749281 -0.0022686548796501428 0.00052056188674038262 -0.0024711656821921101 0.00065770381991095157 -8.695621900621518e-05 0.0003614201031007862 0.0016038406343153381 -0.0020001572566616908 -0.0020541975445575776 0.0011774222315668918 0.00044568908177686694 -0.0017885529835519195 0.0009024915615468026 0.00064847740466130908 -0.0021214689807752024 0.00080067634570789271 0.00053582122552253025 -0.0022238253221535213 0.00041010465685370847 0.00093092637792281598 -0.0015395493407126971 0.0019518849718885751 0.00075360784886095863 -0.0024415371770320029 0.0016345333417452715 0.00087330840940684712 -0.0024498407789582915 0.00079436408864750848
leaf_weight=24.995225461898368 2.1308839926496139 6.8780061536235726 2.078833056613802 32.092936297267443 1.866066202695946 1.8153995973989365 2.5805518558481708 142.77473692572676 1.5123214672785255 2.0393656595842913 1.2312606777995827 3.3066287226974955 4.947017200291155 5.899030452594161 0.90316275879740704 13.693950320855945 2.3167528151534489 4.4839996248483684 4.4946761882165385 3.2809345307759878 4.2997351149097183 0.82922185852657992 2.1434724990976974 0.39359620865434353 2.883959474042058 2.9422249444760382 2.5440815112087938 8.6325729973614198 1.1018240037374187 6.7917785104364148
leaf_count=582 49 543 123 461 63 32 38 893 21 190 44 15 22 57 5 187 61 26 41 83 67 56 28 4 36 155 31 40 33 48
internal_value=0.000160967 -5.08842e-05 4.73127e-05 0.000113314 -0.000170181 -7.31162e-05 -0.00106034 0.000253668 -0.0010917 -0.000592265 0.000195069 1.4921e-05 -4.79594e-05 -0.000769487 -0.0008031 8.28989e-05 -0.000900481 0.000205197 -0.000105588 -0.000375636 -0.000763825 -0.00158736 -0.00023849 0.000107667 -0.000682005 -0.00192315 0.000219128 0.000132404 -6.20662e-05 2.07006e-05
internal_weight=297.884 90.6715 82.8545 78.1952 46.1022 44.2361 4.65938 207.213 7.81699 5.68611 3.64674 64.4379 61.1313 10.846 2.13442 37.3581 4.13215 33.226 19.532 15.048 10.5534 4.11016 6.44321 50.2853 6.21978 3.33582 44.0655 41.5214 32.8888 31.787
internal_count=4034 2118 1809 1648 1187 1124 161 1916 309 260 70 1023 1008 79 49 581 93 488 301 275 234 139 95 929 195 159 734 703 663 630
is_linear=0
shrinkage=0.00192234


Tree=485
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 4 0 2 0 0 1 1 0 0 4 4 0 4 0 1 3 0 0 4 4 3 1 4 1 2
split_gain=0.273366 1.31795 1.93372 0.88872 0.850376 2.08035 0.766902 1.00339 0.740344 1.46655 1.57491 0.718156 0.685872 1.48036 0.751046 1.41729 1.1041 0.96265 1.47454 1.59149 1.63353 1.25563 1.1992 0.936144 1.71243 0.959066 1.34284 0.738328 0.718182 0.63753
threshold=66.590419433100024 90.297243227400017 89.953120586650016 38.400997490450003 64.02831883475001 43.426640904350009 81.87699236280001 -0.26894999999999997 91.937202686950016 90.767723400200012 67.300172379550006 67.192634054300015 85.995710218650018 85.925810307250018 41.942745071500006 42.434124620650003 85.812895065800021 40.206947806850003 85.667718326750006 58.167480110400007 -0.25280999999999998 85.334349518600007 85.764502819450016 42.719328117250008 43.572676689450006 0.096515000000000031 57.576019321700009 48.96897326980001 57.041016153700006 -0.16182999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -6 7 -1 9 10 -2 -10 13 14 17 -16 23 21 19 -19 -21 -5 -20 -17 -25 26 27 28 -26 -14
right_child=8 -3 -4 4 5 -7 -8 -9 11 -11 -12 -13 29 -15 15 16 -18 18 22 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.027277293978381665 0.021086165707187684 0.015715474043586929 -0.034323237764193139 0.0036833112715681689 -0.027715480135027806 0.016950923834753669 0.011486921083313114 -0.029183289762360023 -0.040762360718426802 -0.031883277824255617 -0.027562713400156116 3.5995042163104676e-05 0.014513826307883688 -0.025420930750150502 -0.037471431907415399 0.015880110673296456 -0.03822470210971167 0.017015140480024761 0.024467053571808069 0.016005059635639887 -0.0438010827736669 -0.030948890231011807 0.0042302863025176704 -0.036469819249273505 0.0034784943761639563 0.028738039942525984 -0.036674035987076546 -0.01186986131572236 0.038234526141096334 0.0019485406180534026
leaf_weight=0.49138896656222542 1.9108195751905435 6.7240668237209311 1.7120051383972157 2.8585090953856733 3.4729734280845141 1.7087304755114017 13.054766863584517 1.166074576845858 0.47640062589198251 2.439766863710247 1.1835690321750005 89.28242263312859 4.7869001701474181 2.9029898494482032 1.4731498913024541 2.8886588060413461 0.92373815923929292 1.3818213881459116 5.0305444858968249 0.6931142881512683 1.8154446550179233 1.9235642999410627 8.9171490296721441 1.641487871936987 2.6072172599961037 1.1461543980985878 1.1515698102302847 2.3476294726133347 0.87117023766040791 60.310423693619668
leaf_count=13 13 64 20 32 68 74 111 164 8 68 62 2213 31 28 58 39 19 44 20 2 94 17 38 121 88 8 48 33 3 433
internal_value=0.000451072 0.00141605 0.000660605 0.00113759 0.000121861 -0.0129862 0.00879085 -0.0124444 -0.000905878 -0.0126701 0.00247851 -0.000180545 0.000764628 -0.00261731 -0.000860018 -0.00659672 -0.00324686 0.00295701 0.00649686 -0.0115447 -0.0272767 -0.0102473 0.0115291 -0.00069347 -0.00559611 0.000642248 -0.00397283 0.00249088 0.0121832 0.00287252
internal_weight=229.294 134.001 127.277 125.565 110.853 5.1817 14.7122 1.65746 95.293 5.53416 3.09439 89.7588 105.671 40.5739 37.6709 15.0508 13.5776 22.6201 17.8381 3.89038 2.50856 4.78207 13.9477 12.6539 9.76523 8.12374 6.97759 5.82602 3.47839 65.0973
internal_count=4034 1670 1606 1586 1298 142 288 177 2364 143 75 2221 1156 692 664 417 359 247 198 140 96 49 58 340 301 180 172 124 91 464
is_linear=0
shrinkage=0.0331409


Tree=486
num_leaves=31
num_cat=0
split_feature=2 1 1 2 0 1 3 3 3 2 3 0 4 4 2 1 0 1 2 4 2 3 3 1 0 4 3 4 3 3
split_gain=0.278094 0.947508 1.2033 0.989998 1.50397 1.11777 1.06303 1.93578 1.50322 1.5944 1.40875 1.30945 1.26901 1.21407 1.60505 2.74724 1.16616 1.04159 1.41318 1.00984 2.28555 1.64293 2.74594 1.31165 3.23905 2.76018 1.07528 1.03828 2.02008 0.951145
threshold=-0.06828999999999999 60.613977009100005 61.778079379550007 -0.055334999999999995 85.963448721100022 62.084563606450011 0.084360000000000018 0.086520000000000027 0.075810000000000016 0.066710000000000019 -0.067029999999999992 96.851704149400021 36.124181380200007 40.098777110850008 -0.041369999999999997 63.530954080650012 95.262825394300009 70.171445662850019 -0.059424999999999999 41.319407281650008 -0.032369999999999996 0.097450000000000023 0.088435000000000027 63.705703859100005 93.692765846100016 38.539340721750001 0.10608500000000003 37.038444968100009 0.11531000000000002 0.10220000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 8 11 10 -10 13 -8 -12 16 -15 -16 -5 -7 -19 23 -21 22 -22 -9 25 -25 -23 28 -26 -27
right_child=1 2 3 6 5 17 7 19 9 -11 12 -13 -14 14 15 -17 -18 18 -20 20 21 26 -24 24 27 29 -28 -29 -30 -31
leaf_value=-0.00054883133225957766 -0.020290998597870282 0.030078497295929478 -0.016081107481362312 0.023749980251997219 0.039058890433468926 0.019753154936365029 -0.050194866343728592 0.012370532424899773 0.025316823646376552 -0.0015146525188485254 0.010405693509387288 -0.0012300506995505604 -0.055305636443525749 -0.05680049620306702 0.023498702341518157 -0.051760040658404283 -0.0058028828419361429 -0.042022889787362967 0.030060307503886961 -0.045474892850615685 0.0080113435179398756 0.0300442906024708 -0.041856826079522444 -0.00078159626423795711 -0.042631239094622873 -0.029653399948849097 -0.00068767729381063428 0.0095667505437200418 0.021090503222754915 -0.071421833554648956
leaf_weight=139.14003853673421 2.3240268055233164 1.9482561021577556 1.8553061676211635 3.9864879539236409 2.46516402810812 3.946905966848135 1.7153288584086106 11.480994733981786 7.6129243400937394 4.3563887702184729 0.56029352627229201 1.135758512857137 1.0696554566093253 0.84016561508178744 1.8660200140438976 0.89932481598953007 2.8755583227539319 0.91577128935023167 0.54146875324659072 1.8289546617816075 2.7127676273521484 2.0441737864166498 2.8150488963874523 2.7240663333795991 1.4416693073653726 1.3281127884984019 4.6983612940239254 13.338763597959767 1.0953508759266695 1.4023262858390806
leaf_count=2586 168 13 21 27 13 30 54 74 103 79 8 45 45 6 13 69 79 50 10 30 87 17 68 20 67 27 57 138 13 17
internal_value=0.000434841 0.00199325 0.00259897 0.00195821 0.0125669 0.0193211 0.000560841 -0.00239087 0.00666393 0.0155512 -0.00212913 -0.0306893 -0.0327174 0.00263391 -0.0139847 -0.000976385 0.0113658 0.0103175 -0.0152388 -0.000670973 -0.00858786 -0.00308967 -0.0173841 0.00273098 -0.00245749 -0.0259728 0.00862951 0.00562177 -0.0151196 -0.0511053
internal_weight=226.965 87.8254 85.5014 83.5531 9.72462 7.86931 73.8285 49.7617 24.0668 11.9693 12.0975 2.85109 1.62995 10.4676 3.60551 2.76534 6.86205 5.40415 1.45724 46.9106 14.0993 12.2704 5.52782 32.8113 21.3303 5.45451 6.74254 15.8758 2.53702 2.73044
internal_count=4034 1448 1280 1267 124 103 1143 714 429 182 247 99 53 194 88 82 106 90 60 615 259 229 155 356 282 64 74 218 80 44
is_linear=0
shrinkage=0.0353713


Tree=487
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 1 4 0 0 3 3 4 3 3 1 2 0 0 3 0 3 4 1 1 2 2 3 2 4
split_gain=0.238437 0.46711 0.335432 1.31543 0.891247 0.479997 0.928397 0.941645 0.426612 0.501686 0.305943 0.66761 1.52486 1.35407 1.04519 1.15217 1.95375 1.67323 0.666734 1.43025 1.76699 0.474994 0.675534 0.412215 1.24162 0.570301 0.539407 0.401695 1.12236 1.03847
threshold=-0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.54526999999999992 64.407391431150018 -0.58994000000000002 78.285212300550015 42.865207177650007 101.18549865570002 102.11570516885001 0.21629500000000004 0.10507500000000002 38.179089776100007 0.11768500000000003 0.10661000000000002 64.02831883475001 -0.020814999999999997 86.756543869550015 89.953120586650016 0.11379500000000002 98.674478761850011 0.12084500000000002 40.984321400500008 62.079186690200011 62.391047833300007 -0.11347 0.13006000000000004 0.093325000000000033 0.27538000000000007 41.243661560350013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 7 -3 -8 -10 11 27 13 18 -14 17 -17 21 -13 20 -20 22 -16 -12 -25 -26 -27 28 -5 -29
right_child=1 2 3 10 -6 -7 8 -9 9 -11 23 12 14 -15 15 16 -18 -19 19 -21 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=0.020778507275514911 -0.018159924397344988 -0.015293779526779194 0.015334178431503217 0.00045617120702563113 -0.042917240720059424 0.02833085699579653 0.040120439399944106 0.017546122404061393 0.039277778619210384 -0.038963010277698412 0.019588211229105149 0.035881221788788373 -0.034271981677584711 -0.0168433887369565 -0.018279863736486913 -0.005312671494638101 -0.056182450806610364 0.022955119716533891 -0.058515601273854523 0.041920263323736627 0.015890571610945207 -0.020994358333694195 0.0072391924422310584 -0.029673063856946204 0.04004542601629648 -0.017833081790602983 0.025979676873716547 0.0087186615718078814 -0.033821031347314179 -0.0039957586603468044
leaf_weight=0.81846495904028316 1.9299145577751904 3.5191760956076905 0.48757669329643194 135.59660322518903 1.6233626898538203 1.3720750338543419 1.2234425474889574 1.9300970504991708 0.22048304975032795 0.24925458400684875 2.7798868808895341 2.1278947405517128 2.3807156004477319 2.0181034085180727 2.5017608646303433 3.0137788249412552 1.6778933406749263 3.0170361027121535 0.71471592225134406 1.1511938259791348 1.2569171162467681 3.2766303671523929 3.6289543271996081 1.290714528411627 0.89857002795906771 0.86501295767811803 0.74808687512995675 26.888264798908494 1.3775610987795506 13.917252127488608
leaf_count=18 46 43 3 2754 118 15 9 15 2 75 19 16 24 26 16 38 39 18 15 5 35 31 36 8 9 30 13 286 103 169
internal_value=0.000422486 0.000348003 0.000509077 0.000215438 -0.0294626 0.007863 0.00393109 -0.0036621 0.0283688 -0.00223875 0.000512171 0.000254159 -0.00530896 0.00946084 -0.0108155 -0.00755284 -0.0235053 -0.00152889 0.0195708 0.0084569 -0.0110816 -0.00938117 -0.00317437 0.00852994 0.000445345 0.0159228 0.00248541 0.00109171 0.000111442 0.00438224
internal_weight=224.501 223.683 221.753 213.238 2.11094 8.51453 7.14245 5.44927 1.69318 0.469738 211.128 204.545 26.7656 7.26883 19.4968 17.1161 4.69167 12.4244 5.25072 3.12283 1.97163 9.40735 6.13072 6.58227 3.80238 2.51167 1.6131 177.78 136.974 40.8055
internal_count=4034 4016 3970 3811 121 159 144 58 86 77 3690 3611 299 97 202 178 77 101 71 55 50 83 52 79 60 52 43 3312 2857 455
is_linear=0
shrinkage=0.0377832


Tree=488
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 2 4 2 2 4 4 4 2 3 4 1 2 3 2 2 2 2 4 3 3 2 1 2 0 3
split_gain=0.251404 0.903922 2.09015 0.793608 2.08871 1.65889 1.16515 1.0915 3.19484 1.69797 1.57936 0.908742 1.26633 0.890585 0.791396 1.26706 1.59813 1.72181 1.40201 1.25133 1.34887 1.30108 1.02301 1.02231 1.60619 0.876949 1.59583 1.38533 2.00031 1.17049
threshold=-0.06828999999999999 -0.072524999999999992 39.337369931850013 0.084360000000000018 0.08674500000000003 0.04932000000000001 39.685256516350002 -0.053159999999999992 -0.046635000000000003 39.749124837650008 40.467253020850002 34.654301448200009 0.17076500000000003 -0.27343499999999998 39.792680591700012 69.238550691600025 -0.091639999999999985 0.090735000000000024 -0.102645 -0.14429 -0.24468499999999999 -0.10946499999999999 36.620308449100001 0.10249000000000003 0.088350000000000026 -0.079634999999999997 62.068432857650002 -0.08262499999999999 86.89903215050002 0.091290000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 13 5 -5 -7 9 -9 -6 -11 12 -10 -2 15 19 17 -17 -19 20 22 -21 -1 24 -23 27 -27 -16 -29 -28
right_child=3 2 -4 4 7 6 -8 8 11 10 -12 -13 -14 -15 25 16 -18 18 -20 21 -22 23 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.019304766117001434 -0.031198196810557327 0.016769895824837809 -0.038960004727352261 -0.053087770337505613 0.032441526242200369 0.01103824516524882 -0.041878716101493046 -0.060094029019009093 0.016028390609474905 -0.028704625460716414 0.013422131635164175 0.0017105458183118054 -0.056924117409349356 0.0083314158963641253 0.0015619443153535753 -0.030007008521906259 -0.035487357783397719 -0.0043689481374706582 0.037991317920588026 0.023400787135203424 -0.048281904819863171 -0.013993309598177371 -0.019259814091855666 -0.017923804279602433 0.023683179217505828 -0.0059159330575043649 0.030600244250579871 -0.0023251216301763901 -0.043827281761351616 0.00075325281822217647
leaf_weight=1.5392316164216038 0.79491656668688193 1.4567321433860336 2.4313692434661789 1.7251773293828581 3.6670153200975601 1.7113711615384093 0.83952316697104823 1.2009590283269052 0.52360151393804588 1.7533182064071295 3.8495115258265287 41.688265570031945 0.83681638634880073 26.163348257752659 82.329198747131159 2.8734679830377008 3.4462400868578653 5.2849078821673174 1.3222146289190275 4.3254764461889854 1.2252683520200678 2.6639992068521696 2.3567014075815678 3.1874252259731293 3.60321578476578 4.9815961550921184 5.3171881219750503 5.1193087352439752 2.268615425338794 2.6723920696531422
leaf_count=30 86 22 32 42 39 18 60 18 19 32 41 554 34 505 1534 195 102 118 20 34 144 22 21 21 30 32 90 44 76 19
internal_value=0.000374956 -0.000591384 -0.01808 0.00195301 -0.00047846 -0.0252226 -0.00637722 0.00149853 -0.000906297 0.012978 0.00023922 0.000744904 -0.0288459 0.00716581 -8.58879e-05 -0.00515475 -0.0140312 -0.00623178 0.00410817 0.000915957 -0.0146125 0.0066869 -0.00402346 -0.000959671 0.00766807 0.0014852 0.0104269 0.00019242 -0.0150692 0.0206169
internal_weight=223.158 138.405 3.8881 84.7538 57.7956 4.27607 2.55089 53.5195 44.2496 9.26985 5.60283 43.0487 1.36042 26.9583 134.516 31.8281 12.9268 9.48059 6.60712 18.9013 5.1212 13.7801 3.89593 9.45464 6.26721 102.688 12.9712 89.7171 7.38792 7.98958
internal_count=4034 2586 54 1448 857 120 78 737 625 112 73 607 53 591 2532 737 435 333 138 302 195 107 51 73 52 1795 141 1654 120 109
is_linear=0
shrinkage=0.0367914


Tree=489
num_leaves=31
num_cat=0
split_feature=4 2 3 4 1 0 0 0 1 3 4 0 4 4 4 1 2 2 2 4 3 4 2 2 4 3 3 1 4 4
split_gain=0.248237 0.493012 0.49085 0.282491 0.668049 1.24738 0.728357 0.895332 0.847099 0.83429 0.545831 1.06326 1.38729 0.957497 0.833092 0.989992 1.83017 0.885935 0.823475 0.777951 0.757451 0.736175 1.54745 0.903783 1.13173 0.460467 1.4397 2.99076 1.00777 1.22124
threshold=32.051492741500006 -0.10623499999999998 0.088555000000000023 35.419594101850009 61.778079379550007 89.493394246350007 89.813320763900023 91.937202686950016 73.553525990900013 0.11531000000000002 37.038444968100009 95.117648655250022 36.620308449100001 36.364346611650006 37.828051409500013 67.649671936450019 -0.046635000000000003 0.26941000000000009 -0.59502499999999992 39.051326806600009 0.091275000000000023 38.748048509250005 -0.10946499999999999 -0.097799999999999984 38.478081868400004 0.088145000000000015 0.089305000000000023 62.020040611300011 43.680097826700013 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -8 -9 -10 11 12 13 20 15 -12 -17 21 -13 -19 -5 22 -16 -24 -25 28 27 -27 -23 -30
right_child=3 2 -4 10 5 6 7 8 9 -11 14 18 -14 -15 17 16 -18 19 -20 -21 -22 25 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.050513683537658081 0.034602933451158099 0.025405420818620773 -0.046567095322277034 0.0096499144375986681 -0.040573702140259064 0.031150924332924788 -0.029856678744812584 0.017697651594855104 -0.045757247534745936 0.022751506095478234 0.029669244693501764 0.0237889040994941 -0.023706909534275178 0.035403900401428774 -0.040183527993817518 -0.048607878846908051 0.014906691586790205 0.0014725788183292999 -0.048903858700661489 -0.048473722557638266 -0.030229913794647994 0.005522726547662447 0.027831802848375657 0.0010141439678247584 -0.039125599589300487 -0.080699296945232715 0.0005517063192599014 -0.0073255465156864957 -0.018997812125262664 0.0045393491178277248
leaf_weight=0.48730895516928285 1.3157477173954237 0.51853739871148607 0.23617848887806758 2.9201840948080626 1.0009094971464936 1.8630220666527728 1.2399922176264224 4.3682877365499735 0.81954743948881492 0.48427369921409991 3.6367968763224763 0.32027336972532783 3.4458270343020558 1.7145131076686082 2.3063306191907023 1.0037936323133179 3.4371372819878161 0.96225685294484664 1.6002691841931653 1.2000161579635458 1.1316467975266276 66.167822045761568 1.4488650100829534 5.2663617966172742 1.5589225898729635 1.1218289937824 87.752635247248691 6.2585366975399666 6.994532147939025 8.2012720911297929
leaf_count=103 24 40 39 64 29 13 11 22 93 13 45 8 35 13 58 66 28 22 102 71 18 1089 10 80 24 14 950 137 488 325
internal_value=0.000380712 -0.0180675 0.00288256 0.00048508 0.00692018 0.00319438 0.00818666 0.00199709 0.00896072 -0.0203113 0.000142663 -0.00877234 -0.00293302 0.00948095 0.000645651 0.0136604 0.00055035 9.0113e-05 -0.0367815 -0.0262466 -0.00148823 0.000394517 -0.0102079 -0.00185257 -0.00815394 0.00103011 -0.000924646 -0.0184785 0.00331566 -0.00629466
internal_weight=220.784 1.24202 0.754716 219.542 11.0918 9.77603 8.77512 6.9121 5.67211 1.30382 208.45 11.1327 9.21217 5.76634 197.317 8.07773 4.44093 189.239 1.92054 2.16227 4.05183 187.077 10.5805 8.27415 6.82528 176.497 95.133 7.38037 81.3636 15.1958
internal_count=4034 182 79 3852 205 181 152 139 128 106 3647 240 130 95 3407 139 94 3268 110 93 82 3175 172 114 104 3003 1101 151 1902 813
is_linear=0
shrinkage=0.0413819


Tree=490
num_leaves=31
num_cat=0
split_feature=1 0 1 1 3 3 4 2 3 1 3 3 1 0 0 0 2 3 0 3 4 0 1 3 0 1 2 2 1 4
split_gain=1.15432 1.10202 1.19698 1.50119 1.18087 1.57253 2.04294 1.21566 1.10701 2.56475 2.62701 1.67948 1.29774 1.51459 2.05788 1.03444 1.02387 0.998172 2.26517 1.10855 1.11202 0.993573 2.58726 1.82724 1.35538 1.74686 1.44255 1.39154 2.34656 1.16749
threshold=83.740093847200015 85.705356740550016 66.590419433100024 66.351146659450009 0.10184000000000003 0.11531000000000002 39.577821550850011 -0.23783499999999999 -0.15572 61.982402197500001 -1.0000000180025095e-35 0.078905000000000017 61.950140699950005 85.495657006400009 78.626646483100004 85.121961326250016 0.20949500000000004 -0.25095999999999996 71.249517373150013 -0.55648999999999993 41.741384785950011 96.682331287150021 72.378669787950017 -0.10747999999999999 97.878695155250014 78.10777406390001 -0.59681499999999998 -0.092710000000000001 83.116371560950014 40.720231579350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 -7 -1 17 10 15 -12 13 14 -13 -10 -2 18 -9 -20 -21 22 29 -23 -25 -26 -27 28 -28 -4
right_child=16 2 21 -5 5 6 -8 8 9 -11 11 12 -14 -15 -16 -17 -18 -19 19 20 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.0014505013838050614 -0.0021073416602186905 0.00030668159703628716 0.00017012064541919352 0.0015569816426576474 0.00095886101752762679 0.0011293839293673399 -0.0024743432173460265 -0.0026495333338416392 -0.0023977160771429867 -0.0021999613348943872 0.0016978828509660111 -0.0023007406942346254 0.0012654591599980593 -0.0024452436309301286 0.00057787579037631338 0.00075995009430763582 0.0010515759728411253 0.0013503845859319575 0.0017309115304368439 0.00084056788213964558 -0.0014627071892973685 -0.0021992036564609059 -0.0022843482536053189 0.00064161549421222865 -0.00050266672326937357 0.0018911400688113277 -0.0022016608185952977 0.00043811397210635257 0.0012657413177997359 -0.00047467888384659034
leaf_weight=3.5278062445577225 1.6285636788234108 124.36641628667712 33.61943489825353 3.997894909232854 7.0148065323010069 1.1395463831722739 1.4316540500149129 1.134742143563926 2.4166037873365034 2.952586408937349 2.609585866332055 1.301319551654158 2.0742295421659946 1.3605245989747343 4.3505473206751049 0.50609839055687178 0.55486004072008643 2.8656800305470842 1.8500840617343781 1.8723202474648135 1.5416428521275518 1.2236117518623348 2.1743841718416652 25.109239223413169 14.696264714468269 2.2954918215982607 2.1951009732438247 18.132157223066322 1.2274420280009506 17.080605574417859
leaf_count=173 693 768 282 30 41 13 30 75 121 182 15 52 12 15 41 5 64 37 14 35 21 100 154 138 216 13 177 200 10 307
internal_value=0.000150151 0.000161255 0.000211476 0.000345622 -0.000148143 0.000466389 -0.000877185 -0.000342154 -0.000196453 -0.000492639 -0.000147811 0.000277773 -0.000130069 -0.000542859 -8.4914e-05 -0.00185093 -0.00130459 0.00036531 -7.58526e-05 0.000478942 -0.000199522 6.5242e-05 -0.000139113 0.000231784 0.000278513 4.19878e-05 0.000377599 0.000216413 -0.000958131 -4.71093e-05
internal_weight=288.251 286.068 246.118 128.364 39.9498 9.58601 2.5712 30.3638 26.836 17.5715 14.6189 11.6962 9.08662 7.01239 5.65187 2.9227 2.18342 9.26447 6.39879 5.26405 3.41396 117.754 52.8744 64.8793 63.6557 38.5465 23.8502 21.5547 3.42254 50.7
internal_count=4034 3277 2395 798 882 84 43 798 625 443 261 135 120 108 93 126 757 182 145 70 56 1597 743 854 754 616 400 387 187 589
is_linear=0
shrinkage=0.00200836


Tree=491
num_leaves=31
num_cat=0
split_feature=3 2 1 2 3 4 4 1 3 4 4 0 1 3 4 4 2 2 4 3 0 3 0 4 1 1 0 3 3 2
split_gain=0.24087 0.938174 1.2383 1.35662 1.17894 0.863459 0.599028 0.601883 0.580066 0.704227 0.565227 0.657656 1.28639 0.922849 1.34205 1.11298 1.05676 0.692715 0.765842 0.627839 0.572215 1.00809 0.541756 1.4159 1.52496 1.43113 1.25296 0.59499 0.831123 0.492184
threshold=-0.23921499999999998 -0.23349 58.167480110400007 -0.080019999999999994 -0.65607499999999985 41.32819714970001 36.010074051050005 62.057679025150001 -0.15572 32.724174661450007 34.654301448200009 85.667718326750006 61.982402197500001 1.0000000180025095e-35 37.999598532650005 42.488347682450005 -0.11963999999999998 -0.12546499999999997 42.779078631750004 0.10249000000000003 98.413698323200009 0.11531000000000002 86.135510041400025 42.006870117350005 62.068432857650002 62.020040611300011 85.812895065800021 0.10433500000000002 0.091935000000000031 -0.16276499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4 -5 -8 -2 -10 20 12 13 14 -12 16 -15 -17 -19 -18 -11 -22 23 24 27 -25 -27 28 -13 -24
right_child=8 2 3 6 -6 -7 7 -9 9 10 11 22 -14 15 -16 17 19 18 -20 -21 21 -23 29 25 -26 26 -28 -29 -30 -31
leaf_value=0.041052801575953639 0.020832750978836509 0.034356379683580254 -0.047779323206333935 0.033423005911257117 -0.03536100624142928 -0.0084324154278894274 0.0083024787643906413 -0.015838851051998164 -0.024813750934336805 0.020465327977645831 0.022628054395284574 0.0019540612837292549 -0.034980503118965368 -0.040744598472082692 -0.04532881324644774 0.040893875956244372 0.0098109499757579391 0.040109935707123782 -0.018225973797772303 -0.014790206643735017 -0.042780548491490461 0.037618758351044952 0.005700266651924679 -0.04499416178231376 0.031832512633404822 0.016068050588112608 -0.01905655255969807 -0.0036870160222222882 0.021442010209311649 -0.00078856415786167312
leaf_weight=0.34576603304594788 2.1111773676529983 1.3926973040797737 1.3966100128964165 0.94111921216244621 2.2758842906732744 2.0406262543983757 4.8684612610377371 2.2425175979587948 1.6186012877151359 3.8469377939472897 0.60459155670832787 7.3860085494816392 2.1520739149418651 1.1005439891014228 1.5136236675316466 1.4674327280372383 3.9185963810887188 0.52937037590891101 0.90913215628825128 2.5430880808271468 0.6144994562055216 0.37232332769781351 20.053299213584978 1.3483405434526492 4.0384657084941855 3.0957754198461771 2.94715516269207 6.5351864248514167 5.8147431910037994 130.26913712389069
leaf_count=5 67 74 56 29 149 30 28 79 118 47 43 38 239 36 104 10 57 5 46 26 53 6 402 31 30 37 38 32 24 2095
internal_value=0.000375728 -0.00425802 2.08022e-05 -0.00414124 -0.0252829 -0.0244198 0.00451515 0.000689271 0.000726527 0.000517093 0.000721015 0.000400154 -0.00743276 -0.00272252 -0.0259322 0.00197392 -0.00581956 0.0222552 0.0032417 0.000128814 0.0137463 -0.0124463 0.00103626 0.00566279 0.0102451 -0.00907652 -0.00106232 0.0058278 0.0105382 7.70582e-05
internal_weight=220.294 15.5037 12.882 11.4893 2.62165 3.43724 8.0521 7.11098 204.79 202.679 201.06 196.227 14.7385 12.5864 2.11822 10.4682 7.56223 2.90594 1.4385 6.46168 4.83376 0.986823 181.488 31.1657 23.7744 7.39127 6.04293 19.7359 13.2008 150.322
internal_count=4034 450 296 222 154 86 136 107 3584 3517 3399 3293 566 327 147 180 119 61 51 83 106 59 2727 230 124 106 75 94 62 2497
is_linear=0
shrinkage=0.0385571


Tree=492
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 4 0 4 0 0 4 4 2 0 3 0 4 4 3 0 0 0 3 1 0 1 4 4 3 4
split_gain=1.62304 0.948087 2.30076 1.37227 1.94525 1.13213 2.10326 1.62337 1.22789 1.20139 1.10804 2.67715 1.86618 1.27555 1.03433 1.01739 0.981149 2.12805 1.515 2.02005 1.49481 2.36727 1.25013 1.44489 1.18303 1.08849 0.980435 0.937774 2.29517 1.44759
threshold=83.740093847200015 66.590419433100024 90.407470010750018 85.995710218650018 65.611820673600008 41.942745071500006 85.812895065800021 42.434124620650003 76.451683855550016 85.791387400750025 47.927946529500012 42.719328117250008 -0.55354000000000003 67.04476885710001 0.10507500000000002 85.925810307250018 43.89540535710001 47.709122305950011 0.089505000000000015 95.808582394800013 91.937202686950016 90.767723400200012 0.12535000000000004 68.910558799650019 95.469836670350006 67.940025414550021 48.96897326980001 41.289992964000007 0.087795000000000026 43.182896969600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 27 8 7 -7 14 10 11 -9 -13 -14 -1 -10 20 -18 19 24 21 -3 -22 -24 25 -19 -12 -5 -29 -30
right_child=-2 16 -4 4 -6 6 -8 9 15 -11 26 12 13 -15 -16 -17 17 18 -20 -21 22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0022651969838738146 -0.0016232178273924303 0.00015784979612957386 0.0014918258871708643 0.00074388273604610543 -0.00082203541435675619 -0.0024998986289657458 -0.0025564566868707742 0.00090179475043113155 0.00042981681087913648 0.0020948262296738569 0.0012890561141478394 0.0014252736668737395 0.0018149274550568382 -0.002361838037384544 0.0023459659169562737 -0.00086772878112738522 -0.0023520936522831619 0.0019961030787256817 0.0017095643280709213 -0.0027927158994960838 0.00021138368753320205 -0.0027619560389555943 0.0011231698040970483 -0.0027208364801969251 0.0021406331050122774 -0.0024999469740572254 -0.00040744643715917383 0.00076408024223133773 -0.00039760786636725096 0.0010594761914780439
leaf_weight=1.5325749524636183 2.3739492013992267 3.4453660780563942 7.7591527290642253 41.391338534653187 5.7944912649691096 1.3758471910841823 2.0309004280716172 3.4338163097854757 32.298559209797531 1.2308530434966076 3.6584752723574629 0.8830278404057087 0.38537263975012415 4.7642151365289465 0.28063824027776707 3.2424219772219649 2.5539458856510446 0.39309880882501669 1.8590664060320703 1.4305762800504451 98.9832543899538 2.2306529034394771 0.70436171442270223 1.4759625517763195 1.1457103975117204 0.79075977322645485 3.0424997881054878 25.555559629574418 21.533293228596452 3.9318408928811541
leaf_count=238 757 44 55 229 39 55 39 40 243 5 20 4 11 310 2 19 243 2 17 94 1038 52 2 53 4 58 34 180 132 15
internal_value=0.000194942 0.000210405 0.000318136 0.000259895 0.00041909 -8.91798e-06 -0.000421743 -0.000190819 0.000221011 -8.21805e-06 -0.000168327 -0.000654706 -0.00154068 -0.00204927 -0.00155151 0.000311441 5.66705e-05 -0.000680736 7.88997e-05 -0.000727323 0.000113082 -0.000989622 0.000174951 -0.00147902 0.000541024 -0.00100704 0.000518779 0.000496912 0.000296554 -0.000172633
internal_weight=281.512 279.138 164.125 156.366 98.2065 58.1592 20.805 18.7741 37.3542 17.3983 16.1674 9.46643 6.03262 5.14959 1.81321 35.541 115.013 8.17316 5.61921 3.76015 106.84 5.67602 101.164 2.18032 2.32957 1.18386 6.70098 92.412 51.0207 25.4651
internal_count=4034 3277 1670 1615 595 1020 518 479 502 424 419 365 325 321 240 262 1607 418 175 158 1189 96 1093 55 64 60 54 556 327 147
is_linear=0
shrinkage=0.00220822


Tree=493
num_leaves=31
num_cat=0
split_feature=1 0 1 3 1 3 4 1 3 2 3 2 2 4 2 2 3 3 0 2 4 0 1 2 2 1 4 1 1 0
split_gain=1.85449 1.89236 2.98388 1.69214 1.68207 1.49403 2.3281 1.39868 1.50552 1.21184 2.92931 2.29554 1.78954 4.00289 2.19928 2.74308 1.74874 2.16838 2.48243 1.70174 2.2526 1.67507 1.23875 1.28261 1.5409 1.21071 1.54678 2.47686 2.31243 1.39279
threshold=83.740093847200015 85.705356740550016 66.590419433100024 0.10184000000000003 66.351146659450009 0.11531000000000002 39.577821550850011 62.00390986255001 -0.16320999999999999 -0.059424999999999999 0.083495000000000028 -0.011675 0.048475000000000011 36.79544512155001 0.086310000000000026 0.10957500000000002 0.091645000000000018 0.089415000000000022 97.752337623100019 -0.08786999999999999 38.804080188450008 92.313586825200005 70.776348742200014 -0.075639999999999999 -0.079634999999999997 65.611820673600008 38.625745710700009 64.02831883475001 62.837331883000012 85.995710218650018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 25 -5 -7 -1 -9 10 -4 -11 13 -13 -14 -16 17 18 21 -12 -21 -17 -22 24 -24 26 -3 28 29 -28
right_child=-2 2 9 5 -6 6 -8 8 -10 11 19 12 14 -15 15 16 -18 -19 -20 20 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00018466453847025609 -0.0014557980996762802 0.0011898935615379776 -0.0010256034558400319 0.00099840426448531997 0.0016318326189392444 0.0012266238195393472 -0.002410257172059949 0.00036611206785669306 -0.0018835370026250261 0.00086086765542116707 0.0002855584228751399 0.0022515922475136794 0.00076835428836258073 -0.0019555113951754354 -0.0029656769473739436 -0.0013212272195098904 0.00055104438093629639 -0.002590761720668459 -0.0021955638982462068 -0.0023102050464153885 -0.001432743424022214 0.0012060561848711211 -0.00036824112830230319 -0.0010829728815412976 0.0014219248719685427 -0.00037451655903458466 -1.8537634338242899e-05 -0.00095814380806119126 0.0015388440590105555 0.00052964556086351809
leaf_weight=26.225837187608708 2.524666670447913 11.15070006251335 11.163830251491161 7.4289369243197125 4.7974383458495131 1.276833809912205 1.4397857831791041 1.5852172556333242 4.106428771512582 17.918691491242498 39.992235888727009 1.1045966753736127 13.999409448355435 4.0852249385789037 1.3351577874273086 1.3867910050321386 9.0534638669341785 1.8093897998332975 1.7430177191272376 2.2323125114198765 2.398941457271575 3.6942165826912969 3.6157596148550493 2.4775953544303775 3.7824996132403612 6.5112233608961096 22.858843123540282 4.7708165198564521 7.4630628861486903 80.8283959813416
leaf_count=591 757 62 453 41 30 13 30 25 182 113 410 4 79 71 21 50 70 22 76 59 37 37 41 37 17 41 135 41 49 440
internal_value=0.000217734 0.000231714 0.000294098 -0.000154154 0.000491097 0.000543393 -0.000700893 -0.000375883 -0.00125697 7.02698e-05 -0.000110563 0.000281816 1.02765e-05 -0.00106008 0.000178499 -0.00025561 -5.10309e-05 -0.000682399 -0.000176397 7.68769e-05 -0.000498402 0.000516269 -0.000168905 0.000138093 0.000547015 0.000450129 0.000492384 0.000425289 0.000484669 0.000408793
internal_weight=304.761 302.237 260.174 42.063 138.38 10.1456 2.71662 31.9175 5.69165 121.793 65.6632 56.13 38.2113 5.18982 33.0214 19.022 17.6869 8.63342 6.82403 54.4993 14.5071 5.08101 12.2748 9.87585 7.39826 133.583 127.072 115.921 111.15 103.687
internal_count=4034 3277 2395 882 798 84 43 798 207 1597 1054 543 430 75 355 276 255 185 163 601 191 87 132 95 58 768 727 665 624 575
is_linear=0
shrinkage=0.00196078


Tree=494
num_leaves=31
num_cat=0
split_feature=1 0 3 0 0 1 3 4 1 1 2 3 3 4 1 3 1 0 3 0 3 0 1 2 4 2 2 1 1 0
split_gain=2.28498 3.65242 1.98164 1.85906 1.7316 1.59772 1.99955 1.55224 1.45142 4.69086 1.42098 1.38661 2.26606 1.72701 1.2367 1.44824 2.37625 2.18761 2.38467 1.81302 1.77958 1.36962 1.16258 1.68226 1.02744 0.982115 1.7631 1.84493 1.02013 2.05718
threshold=70.206395618550019 96.163458868000006 -0.10747999999999999 97.878695155250014 85.667718326750006 61.982402197500001 -0.16320999999999999 48.86568841230001 71.096275259700022 70.727956495850009 -0.083424999999999985 0.08376500000000002 0.083495000000000028 36.893814626400008 78.10777406390001 0.088655000000000025 73.037342029850024 98.674478761850011 0.087715000000000029 101.10215645365001 0.12201500000000003 107.57327517365 75.408562100950022 -0.10423499999999999 35.171584490050009 -0.59681499999999998 -0.092710000000000001 83.116371560950014 81.479100559500012 104.91170162450001
decision_type=2 2 2 2 2 2 2 2 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 7 -3 10 5 24 -7 8 9 -2 22 12 13 -10 15 17 -17 -5 -19 20 -18 25 23 -4 -1 -16 27 -27 -28 -30
right_child=1 2 3 14 -6 6 -8 -9 11 -11 -12 -13 -14 -15 21 16 19 18 -20 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0012678491890471145 -0.0022746334833532249 -0.0022025805729591007 0.0003211582090667595 0.0019780729561660105 0.00037171827854140586 0.00088087038907121455 -0.0019283017526914217 0.0013020023955238492 0.0011176650220808366 0.00091316606409637771 0.00090916323721866371 -0.0022598371142088861 0.0023746455193711566 -0.0022529652148004214 0.0014297265756342136 0.0010258853133750232 -0.0025266428123616649 -0.0023548937917284088 0.0013893348518021357 0.00053400538424199016 -7.2068911635162652e-05 -0.0020274372366713197 0.00063286389313560454 -0.0018247009330434468 -6.8933858492605101e-05 -0.0022253320959517973 0.00053690239749901907 0.00064301347141343314 -0.0022730050436359792 0.0012473300321717241
leaf_weight=2.5572096130345079 3.1585453560110244 1.4575870545522764 3.3699275478720683 1.9184786342084397 172.07585386489518 1.4006047756411133 3.7338577434420577 1.2091342464555044 0.80918374285101746 4.4979986120015383 17.463236034847796 5.2604476135456935 0.77849001437425602 2.4955069936113432 2.4970739008858827 1.8498063776642073 5.0008789561688882 1.6446131940465423 1.1703531667590139 1.4493174580857155 1.5569903906434772 1.1226528777187912 6.0522040110081434 2.6028554141521454 24.023923242930323 2.375920821970801 16.727360966848213 1.4524511580239048 1.5776892918511287 1.1563533556181935
leaf_count=85 90 190 22 7 1096 23 250 52 4 28 74 164 3 138 27 11 81 64 5 17 27 551 40 22 477 159 125 98 74 30
internal_value=0.000174576 -9.02355e-05 0.000111525 0.00015904 0.000292375 -0.000138107 -0.001162 -0.000892941 -0.00104906 -0.000401893 0.000543946 -0.00157937 -0.000702701 -0.00142764 -0.000114459 -0.000584492 -0.00102222 0.000327037 -0.00079819 -0.00149537 -0.00194387 0.000140396 1.35608e-05 -0.000613977 5.96699e-05 0.000234774 0.000106654 -0.00113711 0.000351322 -0.000784092
internal_weight=294.447 90.6551 72.4458 70.9882 203.791 31.7156 5.13446 18.2093 17.0002 7.65654 29.4882 9.34363 4.08318 3.30469 41.4999 14.5904 9.85699 4.73344 2.81497 8.00719 6.55787 26.9095 12.025 5.97278 26.5811 25.7868 23.2898 3.82837 19.4614 2.73404
internal_count=4034 2103 1624 1434 1931 835 273 479 427 118 158 309 145 142 1276 212 136 76 69 125 108 1064 84 44 562 513 486 257 229 104
is_linear=0
shrinkage=0.00200494


Tree=495
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 3 4 3 0 0 3 0 1 0 2 3 2 3 3 3 3 4 1 2 2 1 4 4 4 2
split_gain=1.71994 3.17258 1.86528 2.51571 2.83712 1.93574 1.64252 2.27326 1.95661 1.75158 1.51811 1.49697 1.78954 1.36624 2.59816 1.21165 1.54479 1.19727 1.18555 1.18016 2.04261 1.81464 1.31827 1.3728 1.36959 1.96906 1.41684 1.08977 1.0589 1.02532
threshold=70.171445662850019 94.773526014550015 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 39.110279783550006 0.087555000000000022 94.203572890950014 94.625660817400004 0.084090000000000012 85.667718326750006 61.87486387225001 96.163458868000006 -0.099639999999999992 0.076615000000000016 -0.074999999999999997 0.098075000000000023 0.097015000000000032 0.089850000000000027 0.087245000000000031 42.066503896600004 73.037342029850024 -0.59502499999999992 -0.10423499999999999 83.116371560950014 41.243661560350013 36.491284729650012 35.171584490050009 0.18145000000000003
decision_type=2 2 2 2 2 2 2 2 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 6 3 4 5 15 -2 -8 -9 -10 -7 12 28 14 -12 -3 -17 27 -4 20 21 -15 -21 -24 25 -25 -26 -5 -1 -30
right_child=1 2 18 17 -6 10 7 8 9 -11 13 -13 -14 19 -16 16 -18 -19 -20 22 -22 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=0.0013254291312656274 -0.0024116840325067671 -5.3516900054639665e-05 -0.0022028579209790581 -0.0010661484193770626 -0.0024336328735448973 0.0018243089619604923 -0.0020037687608029007 0.0016984201503333837 -0.0020502060933933375 0.0012234237409630162 0.00078386569753386077 0.00034593613454693179 -0.00086198466922477411 -0.0027024305292231328 -0.0021169433705865042 -0.002135774488572367 0.0010881722805878859 -0.00035350937418241 -0.00022596139971664905 0.0008179358549450825 0.0012109948718713568 0.00023805085615471167 0.00050374020803030796 -0.0022021292666970557 0.00043269509542946352 0.0010616420898142715 -0.0014241003942484433 0.00078265020525927005 -0.00012237536902892567 0.0011327148840266118
leaf_weight=2.4835236642975387 2.4236297598108631 3.0663084455445633 1.9691526063252229 1.1835146786470492 1.8244191133417178 1.7907809395110224 2.600951423519291 1.8419091142714021 1.5962098669260743 0.91236102953553189 1.8648691978305576 167.79512726445682 8.1212200671434385 0.94234839465934594 2.6624206749256691 3.3602613164985091 0.62629123148508359 4.4259034893475464 2.3794961723615415 4.2961808741092709 7.9638077626295853 3.5674812665674835 4.5530329796019862 3.3908758172765294 4.3416684870899322 0.81421989004593331 2.1989370576338843 26.238745120470412 19.391672293655578 2.624836452305316
leaf_count=82 49 196 123 46 63 14 187 16 51 6 32 1081 334 58 64 339 8 70 38 22 79 37 41 83 67 56 28 345 398 21
internal_value=0.000175886 -3.61815e-05 8.05867e-05 0.000146643 -0.000129234 -3.67111e-05 -0.0010757 -0.000609907 0.000223419 -0.000859595 0.000130025 0.000274119 -9.52908e-05 4.71167e-05 -0.00092205 -0.000944205 -0.00162929 0.000556056 -0.00112114 0.000183939 0.000637083 -0.000376375 -0.000104521 -0.000363565 -0.000731048 -0.00157018 -0.000191555 0.000702858 0.000158851 2.72581e-05
internal_weight=293.252 92.8358 83.4607 79.1121 47.2639 45.4395 9.37506 6.95143 4.35048 2.50857 38.3866 200.416 32.6213 36.5958 4.52729 7.05286 3.98655 31.8482 4.34865 32.0686 12.4736 4.50983 19.5949 15.2987 10.7457 4.2051 6.54061 27.4223 24.5 22.0165
internal_count=4034 2118 1809 1648 1187 1124 309 260 73 57 581 1916 835 567 96 543 347 461 161 471 174 95 297 275 234 139 95 391 501 419
is_linear=0
shrinkage=0.00188464


Tree=496
num_leaves=31
num_cat=0
split_feature=4 2 4 4 3 3 2 0 0 0 4 1 1 4 4 2 2 1 1 1 2 1 4 0 4 1 3 3 3 4
split_gain=0.24806 1.08707 0.618298 1.49134 0.983512 0.798786 0.766587 0.605735 0.798393 0.477586 0.397829 0.661903 0.967132 0.337922 0.464001 1.07349 0.436273 0.348982 1.28731 0.47228 0.499133 1.08301 0.942889 0.932262 1.59486 1.10923 1.09699 2.74054 1.48569 1.22726
threshold=49.283271594150008 -0.2351 47.927946529500012 45.295823381400005 -1.0000000180025095e-35 -0.43377499999999997 -0.62218499999999988 75.994645973400011 67.04476885710001 71.332859575200004 44.421469061800003 63.705703859100005 64.407391431150018 44.169240047700008 43.933728833200007 -0.14429 0.12351500000000003 58.167480110400007 60.613977009100005 61.45546440395001 -0.06483499999999999 61.778079379550007 39.896141435400004 85.995710218650018 38.334060527150008 69.238550691600025 0.090735000000000024 0.09450500000000002 -0.094699999999999993 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 -4 -5 8 -1 -3 13 -12 -13 14 17 -16 -17 -9 -19 -20 22 -22 23 24 -21 -25 28 -28 -27 -29
right_child=1 9 4 6 -6 -7 -8 10 -10 -11 11 12 -14 -15 15 16 -18 18 19 20 21 -23 -24 25 -26 26 27 29 -30 -31
leaf_value=0.030787692792273561 0.026769858306588384 0.00014546618335672278 0.019608766162298206 0.027552657544370387 0.026440568207647182 -0.013343036369773065 -0.040819658375733835 0.01339069040477928 -0.034162866001064898 -0.039033558776043129 -0.040852039123283869 0.037863894177658723 -0.036542214250640859 0.018208437081556242 0.03585340236360101 -0.048391435380187843 0.010441833281776622 -0.032095734821784426 0.023124257420259052 -0.0021466651933792946 0.033390197411696555 0.002514284410818874 0.0013342067726369432 0.0035449214387792646 -0.049187300252469895 0.015521462148464931 0.012890347652975484 0.0052344112732008834 -0.036103743256858903 -0.035815682519165164
leaf_weight=0.29679865238722314 0.70051082281861488 0.59768219292163749 1.5188708084169777 0.23907087800034776 3.0114086258108719 2.4045863422506955 1.5713781677331997 2.8146750684827557 1.2400663415319284 1.1535607133482697 0.7647532052360464 0.48921851813793182 0.40325769670016598 1.4227890444453795 0.33369058370590199 0.85322932725830358 0.19615637953393161 1.4961603226838622 1.2160072047263373 2.1045332250068891 1.464589837938546 77.77049809613527 89.396842723464943 14.009346292354168 1.6094750198535619 0.88763102874145072 5.4830317816013103 1.2775727222760904 3.4355513290211102 3.307187243248336
leaf_count=15 12 4 10 5 48 40 211 31 346 239 22 3 91 22 4 121 9 55 23 33 9 1035 1045 104 20 53 56 28 200 140
internal_value=0.000571292 -0.0106814 0.000696118 0.00035749 0.0111498 -0.000586549 -0.0317911 0.000631681 -0.0216196 -0.0256621 0.000793956 -0.0165662 0.00424413 0.000931558 0.000813183 -0.0197218 -0.037394 0.000950872 0.000778778 0.00102232 0.000888435 0.003085 -0.000543902 -0.005772 -0.0225318 -0.00358026 -0.0105165 -0.0040807 -0.0255041 -0.0243768
internal_weight=223.47 2.45175 221.018 214.084 6.93487 3.92346 1.81045 212.273 1.53686 1.75124 210.736 1.65723 0.892476 209.079 207.656 1.38308 1.04939 206.273 203.458 201.962 200.746 79.2351 121.511 32.1143 3.71401 28.4003 14.391 10.0678 4.32318 4.58476
internal_count=4034 255 3779 3681 98 50 216 3465 361 243 3104 116 94 2988 2966 134 130 2832 2801 2746 2723 1044 1679 634 53 581 477 224 253 168
is_linear=0
shrinkage=0.0355722


Tree=497
num_leaves=31
num_cat=0
split_feature=0 3 0 0 3 1 1 1 3 4 4 4 1 2 2 2 0 0 1 3 3 1 3 3 1 3 4 0 4 4
split_gain=0.224216 1.02862 0.301787 0.966107 0.50452 0.478402 0.535001 1.15117 0.429158 0.899322 0.616151 0.780471 0.597924 0.402511 1.06037 1.09432 1.01511 1.00903 1.12975 0.89581 1.71232 1.59629 1.49484 2.01195 1.10149 1.11144 1.93666 1.02714 1.01207 1.45019
threshold=71.131225215400022 0.049900000000000007 71.332859575200004 75.994645973400011 -0.55648999999999993 57.576019321700009 58.167480110400007 60.613977009100005 -0.27628999999999998 33.96174662340001 32.724174661450007 30.317390213800007 68.34060567600001 -0.06483499999999999 -0.075639999999999999 -0.079634999999999997 102.21786657775002 86.83719761350001 70.776348742200014 0.083365000000000022 0.091645000000000018 70.123053416500014 0.087795000000000026 0.08674500000000003 61.93938686740001 0.075810000000000016 40.583589072600013 95.262825394300009 39.577821550850011 36.893814626400008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 -7 -8 9 -9 11 12 -10 14 15 16 -12 -17 -19 24 21 22 23 -21 -15 26 27 -26 29 -22
right_child=2 -3 3 4 5 6 7 8 10 -11 13 -13 -14 19 -16 17 -18 18 -20 20 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.040726394406934416 0.01236110831276265 0.018602072968399209 -0.034109477879156413 0.026115748017970095 -0.021348877296097326 0.018624073776871194 -0.030613138247753139 0.019282164238578075 -0.039473676541767908 -0.042648256131799976 0.00020073188469800986 -0.046613083797100684 0.0279178910919788 0.03836382431635102 -0.010282078859752729 0.025603858188659786 -0.026179201057420866 -0.017411325873146036 0.015312515268453631 -0.026388854195863301 -0.011770899271346535 0.0021074011196925433 -0.036195428708918613 0.016619841654437206 0.016292870026389919 0.015141187609299606 -0.027122272414357468 -0.0089930941409510287 0.00057139758222893397 0.018382199512632161
leaf_weight=0.79732174659147748 2.7246683543489771 0.68763639708049595 1.0167407997651015 0.9761846016990593 1.2582196579314757 2.0681071532890192 1.495932523626833 0.46841491972736438 0.25494835281278827 0.80600497126579285 104.15015098697039 0.77786276305778301 0.4785606861623819 1.4888036027550722 12.096239354490548 4.1010656841099244 1.8761438518267812 2.2041984172537923 3.372054517531069 3.0609007809544 2.4772457025101167 9.2562669764592993 3.7197910533286631 2.4938397874357179 5.6621703403070587 10.50083156043547 2.710320581085397 3.1636609599809162 24.485001625063887 10.80321040356648
leaf_count=175 30 16 199 18 21 21 63 11 8 43 1341 46 69 9 132 78 548 24 35 53 52 261 50 18 40 157 99 67 254 96
internal_value=0.000512144 -0.0132533 0.00060508 0.000457622 0.000620179 0.000504543 0.000633048 0.000457461 0.000678364 -0.0198856 0.000803677 -0.0218093 0.00449436 0.000968287 -0.00026858 0.000778282 -0.000266063 0.0122203 0.00237733 0.00294858 0.000514401 -0.00833527 -0.0187574 -0.0070798 0.00877348 0.00677438 -0.000841541 0.007229 0.00485677 0.0127576
internal_weight=221.432 1.48496 219.948 217.223 216.206 215.23 213.972 211.904 210.408 1.27442 209.133 1.51137 0.733509 207.622 127.8 115.704 106.026 9.67732 5.57625 79.822 56.2963 18.5308 9.27453 5.55474 23.5258 22.037 11.5362 8.82583 37.7655 13.2805
internal_count=4034 191 3843 3813 3614 3596 3575 3554 3491 54 3437 123 77 3314 2158 2026 1889 137 59 1156 784 382 121 71 372 363 206 107 402 148
is_linear=0
shrinkage=0.0355447


Tree=498
num_leaves=31
num_cat=0
split_feature=1 0 0 4 4 1 0 1 0 4 4 4 0 1 3 0 0 2 1 1 2 3 4 4 2 1 3 3 2 2
split_gain=1.70732 3.26978 2.68463 1.32835 1.29745 1.52213 1.46263 2.01795 1.86948 1.42518 2.25808 1.55368 1.75697 2.24576 2.18721 1.54762 1.40545 1.63925 1.38469 2.40277 2.40055 1.81924 1.33652 1.98774 3.0198 2.0967 1.33393 2.34194 1.29458 1.25631
threshold=66.590419433100024 90.297243227400017 89.953120586650016 43.680097826700013 38.400997490450003 64.94239459915002 85.995710218650018 63.353515844050008 85.925810307250018 41.942745071500006 42.434124620650003 40.206947806850003 85.667718326750006 58.167480110400007 -0.25280999999999998 85.812895065800021 81.87699236280001 -0.26894999999999997 62.095317438950012 62.041548276350007 -0.08854999999999999 0.089305000000000023 40.563919884450009 42.824128352900011 -0.032369999999999996 61.993156030000002 0.080770000000000022 0.085910000000000028 -0.086139999999999994 -0.054619999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 18 9 11 -11 29 13 -13 -15 -12 17 -1 19 22 -21 -22 -8 24 25 -24 -20 -28 -14 -6
right_child=3 -3 -4 -5 5 -7 7 -9 -10 10 15 12 28 14 -16 -17 -18 -19 26 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016312637092522797 5.1231495851202462e-05 0.0013003676950878236 -0.0018712688805053272 -0.00062322737662404832 -0.0013179031884869336 -0.0013052505195667078 0.0011153253316010334 -0.00095663708787070278 -0.0014114316264154212 -0.0021563336974335058 2.3085425871421376e-05 0.0010219486220840661 0.0013588324902711871 0.0011378949876111042 -0.0024229260609241227 -0.0021544320194265575 0.00088156008848087756 -0.0015428976434886301 0.0014296446819426823 0.00065429571959207131 -0.0018237460526200544 -0.00013452079171523556 -0.0015548798960627048 0.0010131813929935508 0.00095671479347586477 0.00011925212612403979 -0.00071069913417737935 0.00077675070191177338 0.00031320932590942396 0.00039611391228161274
leaf_weight=0.79973749932833316 110.98356340105238 10.042706351727245 2.0820998772978774 10.953043735207755 3.1143206097185612 2.3257976395543656 8.4711578711867315 3.8076104167848817 3.1893461756408206 2.046256443369205 17.782205695868473 2.2254101093858507 8.449942961335184 0.81414315849543184 2.1287023834884113 1.1887896638363589 16.890881161205471 1.8184369558002798 6.983910158276557 4.4408187717199317 4.5438150539994222 4.1778480522334576 5.1087918281555122 7.9992632493376723 5.7423324622213903 5.1070991978049278 4.3804409801960018 20.644513726234436 7.7498787529766551 2.7481561489403274
leaf_count=13 1673 64 20 691 32 53 38 29 28 61 400 44 25 4 94 19 111 164 78 15 43 21 35 33 40 29 21 105 33 18
internal_value=0.000156824 0.000278301 0.000212824 -9.35226e-06 0.000240877 0.000176589 0.000202532 0.000356642 -4.13716e-05 4.91941e-05 -0.000312271 0.000328182 0.000559356 -0.000378662 -0.00143782 -0.000113366 0.000686309 -0.000573331 0.000421081 0.000214272 -0.000451523 -0.00101457 0.000484511 0.000261461 -0.000115348 -0.000717953 0.000715645 0.000516383 0.000858614 -0.000514423
internal_weight=288.741 166.804 156.762 121.937 154.68 135.171 132.845 81.4076 51.4372 48.2478 21.0173 27.2306 21.3681 5.16826 2.94285 18.971 19.5091 2.61817 77.6 45.5911 13.1625 8.72166 32.4286 23.9575 15.9582 10.2159 32.0089 25.025 16.1998 5.86248
internal_count=4034 1670 1606 2364 1586 1298 1245 487 758 730 480 250 200 142 98 419 288 177 458 254 79 64 175 137 104 64 204 126 58 50
is_linear=0
shrinkage=0.00184769


Tree=499
num_leaves=31
num_cat=0
split_feature=1 0 3 0 2 2 2 3 0 2 4 4 3 3 3 2 4 3 0 0 3 0 4 2 2 4 1 0 0 0
split_gain=1.82447 2.64573 1.39011 1.33742 1.24382 1.92627 2.07618 1.55681 1.31928 2.07969 1.7939 2.69459 1.49604 2.40202 1.252 1.70945 1.22224 1.63566 1.37758 1.43772 1.19521 1.19466 1.15924 2.37111 1.14956 1.41371 1.33848 1.21586 1.14379 1.15355
threshold=70.171445662850019 94.773526014550015 0.12535000000000004 107.57327517365 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 96.039789794050009 -0.101395 41.827117825850003 41.147265497500008 0.09914000000000002 0.10828500000000003 0.076615000000000016 -0.074999999999999997 39.110279783550006 0.087555000000000022 94.203572890950014 94.625660817400004 0.097015000000000032 85.995710218650018 41.942745071500006 -0.12546499999999997 -0.083064999999999986 44.262924377150007 61.977025281250008 67.04476885710001 76.451683855550016 85.925810307250018
decision_type=2 2 2 2 2 2 2 2 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 16 3 4 5 6 7 14 9 -9 11 12 -10 -14 -3 -16 -2 -18 -19 -20 -6 22 28 -24 25 -25 27 -26 -1 -30
right_child=1 2 -4 -5 20 -7 -8 8 10 -11 -12 -13 13 -15 15 -17 17 18 19 -21 -22 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=-0.0014869546039335023 -0.0026581989728970169 0.0001120733017356748 -0.0023321862329022816 -0.0021599401467139404 -0.0024375354330947183 0.00059142843059091814 -0.002634649064591568 0.00076043643033020373 0.00054464957233856133 -0.002361530579976769 0.00091452980998602126 -0.0022872935140114707 -0.0027105639049839533 0.00038066022033760711 -0.0024220573237150119 0.0013662851230837082 -0.0022532774854473361 0.0016913845117511889 -0.0022943016076205354 0.0012732467447260163 -6.681032176901156e-05 0.00040743744059244276 0.00034253632264173673 -0.002437855141774815 0.0021064599650949664 3.1438238589093184e-05 0.00053153563739563082 -0.0023727103433882697 0.00046728650915289842 -0.00090162999517614389
leaf_weight=1.6156816075090308 2.077616633148863 2.7782572006108159 1.1079117823974218 1.2012721914361453 1.6577994509134435 30.042729949171189 1.4354552999138892 1.710730964317918 13.080591768317396 2.2587496573105446 12.750116578536106 2.2959722541272631 1.9065657469909627 2.8778290343470871 3.1671657744445842 0.6559665910899638 2.1021453543798998 1.4921202161349358 1.3841896476224067 0.82104505226016034 2.3390757986344397 137.02267740946263 11.029385709320197 3.9022070178762078 0.32748130895197247 1.4511162638664243 3.1069584798533469 1.7752894698642192 32.830040649976581 3.0710978507995597
leaf_count=240 49 116 57 637 82 235 50 31 130 60 89 33 36 28 196 6 187 16 51 6 23 893 203 92 4 18 77 126 244 19
internal_value=0.000182791 -7.05774e-05 4.39856e-05 7.6828e-05 0.000110859 0.000172762 -0.00010726 -2.38239e-05 0.000147165 -0.00101605 0.000287464 -0.000109103 0.000170834 -0.000851183 -0.000979105 -0.00177206 -0.00125249 -0.000748913 0.000106399 -0.000966045 -0.00105013 0.000297949 4.41421e-05 -0.000350141 -0.0010734 -0.00176851 -0.000359129 -0.00167513 0.000271068 0.000350185
internal_weight=285.275 89.1433 81.2662 80.1583 78.957 74.9601 44.9174 43.4819 36.8806 3.96948 32.9111 20.161 17.865 4.78439 6.60139 3.82313 7.87712 5.7995 3.69735 2.20523 3.99688 196.132 59.1093 21.5924 10.5631 5.35332 5.20973 2.10277 37.5168 35.9011
internal_count=4034 2118 1809 1752 1115 1010 775 725 407 91 316 227 194 64 318 202 309 260 73 57 105 1916 1023 520 317 110 207 130 503 263
is_linear=0
shrinkage=0.00213593


Tree=500
num_leaves=31
num_cat=0
split_feature=1 0 1 4 0 0 2 3 3 4 4 1 2 2 2 4 3 1 4 1 2 4 2 2 2 2 3 0 2 3
split_gain=0.27042 1.35998 0.862949 0.7858 0.744121 0.692633 0.930311 0.755508 0.657497 0.648572 1.72768 1.63489 1.34786 1.88317 1.63713 1.26481 1.17785 1.09153 0.933439 2.44092 1.0705 2.10637 1.02739 1.56788 1.37166 1.00548 1.72105 0.984722 1.49495 2.47753
threshold=66.590419433100024 90.407470010750018 65.611820673600008 38.400997490450003 90.767723400200012 92.313586825200005 -0.094519999999999993 0.10932000000000001 0.086955000000000018 40.241071441700008 40.563919884450009 62.084563606450011 -0.0034049999999999996 0.022350000000000005 -0.026144999999999998 41.872294782850005 0.092075000000000032 61.93400995115001 40.984321400500008 61.987779113750001 -0.50001499999999999 43.572676689450006 -0.058374999999999996 -0.06828999999999999 -0.032369999999999996 -0.13125999999999996 0.085895000000000013 86.83719761350001 -0.083424999999999985 0.083495000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 8 -8 -2 11 -11 16 14 -14 18 -16 17 -5 19 -12 21 -20 23 25 -24 26 -22 -27 -29 -30
right_child=5 4 -4 9 -6 -7 7 -9 -10 10 12 -13 13 -15 15 -17 -18 -19 20 -21 22 -23 24 -25 -26 27 -28 28 29 -31
leaf_value=0.010389932564204757 -0.021456745760393914 0.033637808348379893 -0.013728983300240178 -0.027792892217148514 0.0062450312620488252 -4.1366659143460899e-05 -0.037515211514224704 0.0061692491430706273 0.011158629829135663 0.018145283775151465 -0.062498222837378284 -0.02493891024939078 -0.054788574600341859 -0.0053379965193689725 0.034218194395565317 -0.00064146473257989552 0.010850270992472582 0.002221721207397988 -0.055649553108732243 -0.00083428339197480364 0.00017154701438393608 0.02603104727441384 -0.028953148319378241 0.026889025500150134 0.0059403742033780193 0.0021562723385150566 0.025582229003727919 0.0036117320133692227 0.006423457363314863 -0.044875837810966081
leaf_weight=11.803581911954096 1.2297841890249404 2.5738223716616622 5.0716212270781389 2.7715904146898556 2.6279965583235025 86.200981940648489 2.2512909987708549 0.67468498786911357 2.3768083177274093 7.7484196303412309 1.1111941260751326 4.3918688967823973 1.3126018532784645 4.3768572115513962 3.3999874301953232 2.2799359858618118 6.9637172557413578 3.7225624993443489 1.1564331178087659 3.4708873629570007 9.1207794808433302 0.64479553466662753 3.1248823120258749 3.4928009067662051 2.8014951486839115 29.449889000272378 5.6660632612183681 4.7532939687371254 2.0453917011618596 3.1135671474039555
leaf_count=277 31 31 42 28 24 2208 89 7 29 57 72 40 19 169 37 46 41 21 25 19 147 54 39 25 19 318 40 21 10 49
internal_value=0.000588603 0.0016608 0.000898648 0.00152351 0.0197988 -0.000902871 -0.0122709 -0.0274422 3.73642e-05 0.000544685 0.00180722 -0.00575528 0.000250491 -0.0167466 0.00152912 0.0202254 0.000505147 -0.010588 1.1014e-05 -0.0157883 0.00111847 -0.0264099 0.0018985 0.00337459 -0.0124584 0.00185782 0.00990848 -0.0011665 -0.0110386 -0.024537
internal_weight=221.73 128.996 123.794 118.723 5.20182 92.7336 6.53257 2.92598 3.60659 106.919 89.0693 17.8497 81.3209 5.68946 75.6314 5.67992 13.4579 6.49415 69.9515 4.58208 65.3694 1.80123 63.5682 57.6418 5.92638 54.149 14.7868 39.3621 9.91225 5.15896
internal_count=4034 1670 1615 1573 55 2364 156 96 60 1296 1166 130 1109 188 921 83 90 49 838 91 747 79 668 610 58 585 187 398 80 59
is_linear=0
shrinkage=0.0362108


Tree=501
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 4 0 1 0 2 3 3 0 0 2 2 0 1 2 2 0 3 1 1 3 4 2 2 1 1
split_gain=2.05058 3.16619 2.84264 2.16084 1.75337 2.48511 1.49498 1.96934 1.40424 1.35821 2.0551 1.73464 2.73116 1.64004 1.33161 1.95668 1.32814 1.31301 1.16949 3.01865 1.15693 1.11813 1.00895 0.996261 0.993633 0.948345 0.931228 1.65413 2.32965 1.4434
threshold=70.171445662850019 96.682331287150021 97.878695155250014 72.378669787950017 -0.14429 40.890797847750008 107.57327517365 78.10777406390001 85.667718326750006 -0.075639999999999999 0.09013000000000003 0.087715000000000029 98.413698323200009 99.239054969250006 -0.14138499999999998 -0.079634999999999997 94.625660817400004 61.87486387225001 -0.096529999999999991 -0.102645 93.953546284800012 0.07870000000000002 74.739136026450012 71.104340634100012 -0.16320999999999999 35.171584490050009 -0.59681499999999998 -0.092710000000000001 83.116371560950014 81.479100559500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 4 14 5 -3 7 9 17 10 11 12 -4 -12 -2 18 20 25 19 -16 -17 -6 -23 -18 -19 -1 -9 28 -28 -29
right_child=1 2 6 -5 21 -7 -8 26 -10 -11 13 -13 -14 -15 15 16 23 24 -20 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0013226736126368108 0.00063225765344652302 -0.0023483664414717408 0.0017491321834352174 -0.0022554008918409564 -1.1216239926397342e-05 0.00083830916810594038 -0.0019450104897682969 0.0013284337881093054 0.00036406662834688062 -0.0013937896306548245 -0.0025218033219371683 0.001715390940385047 -0.0022472667648749823 -0.00028781177335991535 -0.0022075525435446964 7.4929760309589119e-05 0.0011219526330698659 0.00053653172016253727 -0.0021894183785211912 0.0012242025343807683 -0.0022325825767466659 0.00054341399808453751 0.0014451529940833958 -0.00026027253153558354 -0.0011880890277834704 1.5751573095944776e-06 -0.002118766147831185 0.00056763672945933359 0.00080600869161537325 -0.0008357859879292457
leaf_weight=2.2480867690173971 3.6103540067561033 1.63096206262708 1.1288407202810069 2.7067050943151107 4.4909838913008597 2.02984026260674 1.6243426580913354 2.6464008763432529 165.89819255913608 5.343824718380346 1.8255795380100606 2.7213074937462807 1.435560204554349 3.6271188016980886 2.1089872913435168 1.4750395405571866 3.1450157985091192 1.5827551282709462 3.6282731392420828 1.7194323260337112 1.7621331773698328 8.051502503454687 10.650876471772788 4.9754724940285087 5.610976767842657 18.79877948446665 2.5587840525549863 17.610066590830687 1.6588077619671819 3.2002760452451176
leaf_count=82 41 25 5 159 28 17 649 31 1081 112 29 10 54 35 107 18 15 26 85 14 41 40 35 40 308 419 166 133 102 127
internal_value=0.000182431 -4.52333e-05 0.000159236 -0.000632937 0.000654968 -0.00058142 -0.000134114 -6.68893e-05 0.000296612 -0.000601865 -0.000207775 0.000646368 -0.000488065 -0.00103576 -0.000437103 -0.000642306 -0.000139994 -9.96454e-05 -0.0014074 -0.000666271 -0.00118115 0.000850117 0.00105695 0.000275055 -0.00080864 0.000142686 0.000243998 0.000129332 -0.000968432 0.000351814
internal_weight=291.505 97.3665 72.2351 25.1314 26.8542 3.6608 45.3809 43.7566 194.139 16.0822 10.7384 5.28571 2.5644 5.4527 22.4247 18.8144 11.3577 28.2406 7.45669 3.82842 3.23717 23.1934 18.7024 8.12049 7.19373 21.0469 27.6743 25.0279 4.21759 20.8103
internal_count=4034 2118 1598 520 145 42 1453 804 1916 245 133 69 59 64 361 320 114 835 206 121 59 103 75 55 334 501 559 528 268 260
is_linear=0
shrinkage=0.00192234


Tree=502
num_leaves=31
num_cat=0
split_feature=3 3 3 0 1 0 2 4 2 4 0 1 0 0 4 2 2 3 2 4 3 0 0 3 4 2 4 3 3 0
split_gain=0.237987 0.370736 0.30279 0.730617 1.71041 1.11077 1.38004 1.02109 0.839866 1.01414 1.51853 2.61514 1.15689 1.39739 1.0509 0.868313 3.27156 0.761964 0.538458 0.535639 0.482643 0.662829 1.35129 1.04041 0.781217 0.564395 0.5491 1.89981 1.54092 2.19435
threshold=0.4381000000000001 0.41991500000000009 0.10249000000000003 86.565663342300013 63.353515844050008 85.812895065800021 -0.056724999999999998 40.984321400500008 -0.59502499999999992 38.179089776100007 93.953546284800012 71.015621515800021 99.239054969250006 100.27142289135001 37.311503175250003 -0.117885 -0.070909999999999987 0.10469000000000002 -0.094519999999999993 41.741384785950011 0.10184000000000003 85.705356740550016 85.812895065800021 0.094175000000000023 40.377444152000002 -0.091919999999999988 41.243661560350013 0.088145000000000015 0.091645000000000018 89.705782438650019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 5 -5 6 -4 -7 -6 14 -11 -12 -13 -14 15 -10 18 -15 -17 -9 21 23 25 -1 -25 -23 28 -28 -24 -30
right_child=-2 -3 3 4 8 7 -8 19 9 10 11 12 13 17 -16 16 -18 -19 -20 -21 -22 22 26 24 -26 -27 27 -29 29 -31
leaf_value=-0.0023837453905410752 -0.015362012529439563 0.010836288469897849 0.0084883186152079591 0.021509582581364501 0.023163284348988268 -0.039075241258690663 -0.024011156375788635 2.7030428361690808e-05 0.017152127278269955 -0.03365906348966817 0.037855648289312274 -0.042901481461340367 0.023148163724167298 0.0010767593544832232 0.025091743435457718 -0.032792589029708642 0.010746741451471838 -0.048695782467921028 -0.076817971482716074 -0.020926562918353514 0.016387655887327962 0.028240545709169042 -0.00061988781268076357 -0.0028988460035876329 -0.045986859524829525 0.0071961487047661424 0.0030655944887317669 -0.0092631796462460982 0.023544264614462785 0.0024628900498884503
leaf_weight=17.133556818647779 1.1659270628588263 4.4005040118354364 6.8546443996019661 4.4506152346730259 1.4175262451753976 2.0265876278281194 2.1492380229756254 3.1631501242518425 1.7080569170066153 3.0457590427249652 1.476161044090986 1.4182328795432111 1.3077695374377074 0.6961884399061089 2.1552370871650055 0.64530528028262779 2.5609874806250472 0.86218383758387063 0.75483818137581715 2.9549887143075466 2.5456608243111978 3.1506447456777096 52.132006074276433 0.89231150341220145 1.2868828481296075 3.2341265827417365 43.343449021376728 24.498982984747272 9.4523725435137766 17.877323201624677
leaf_count=751 31 34 60 24 15 13 37 15 16 30 7 34 14 9 27 21 31 31 19 37 27 16 879 17 30 25 1106 377 55 246
internal_value=0.000583621 0.000668283 0.000460359 -0.00233279 0.00186114 -0.00783521 0.000730653 -0.0173047 -0.00298408 -0.00521276 -0.0134498 -0.00276465 -0.0167602 -0.00382487 0.00405798 -0.00393836 -0.0130327 -0.0264604 -0.0565273 -0.0100933 0.00109119 0.000866112 0.00164259 -0.00531299 -0.0283437 0.0175808 0.000951759 -0.00138652 0.00294813 0.00975419
internal_weight=220.761 219.595 215.195 39.6475 22.4989 17.1486 9.00388 8.14473 18.0482 16.6307 8.80629 5.76054 4.28437 2.86614 7.82442 5.66919 3.96113 1.55837 1.40014 6.11814 175.547 173.002 153.689 19.3128 2.17919 6.38477 147.304 67.8424 79.4617 27.3297
internal_count=4034 4003 3969 440 278 162 97 65 254 239 125 95 88 54 114 87 71 40 40 52 3529 3502 2704 798 47 41 2663 1483 1180 301
is_linear=0
shrinkage=0.0353875


Tree=503
num_leaves=31
num_cat=0
split_feature=1 1 0 1 3 3 2 2 3 0 0 1 2 1 0 3 3 0 1 4 3 0 1 3 2 4 2 4 2 4
split_gain=1.82872 1.2157 2.20637 2.96245 2.40308 2.05892 2.01186 2.13886 3.45794 1.82333 1.7083 2.41738 1.66323 1.56687 1.62361 1.21474 1.33509 2.0363 1.19946 1.77425 1.38203 1.30861 1.29346 1.19628 3.3918 2.56345 2.19738 2.29209 2.52505 2.01531
threshold=83.740093847200015 69.873026810350026 96.163458868000006 71.096275259700022 0.099855000000000027 0.08376500000000002 0.070580000000000018 -0.073609999999999995 0.090390000000000012 85.995710218650018 97.878695155250014 78.10777406390001 -0.59681499999999998 72.187789260650007 94.940210418650011 -0.26958499999999996 0.080515000000000017 86.135510041400025 78.527173532250018 37.52517992975001 0.086230000000000015 101.18549865570002 80.468240302450013 0.092835000000000015 -0.093879999999999991 40.206947806850003 -0.018034999999999999 42.047301293400004 -0.081354999999999997 43.120094701700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 6 13 7 8 -3 -1 -4 -12 -13 14 -5 -11 -17 -18 -14 -20 21 -21 -23 24 -19 -26 27 -27 29 -29
right_child=-2 2 10 5 -6 -7 -8 -9 -10 15 11 12 18 -15 -16 16 17 23 19 20 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=9.2267808958762786e-06 -0.0013700449809358919 -0.0024308314468029476 0.00055966646519308447 -0.0020608867534896232 0.0014354840563031957 -0.0021418031079134996 -0.0019448946786006615 0.00085496880748529283 0.00030042020946654049 -0.00089623320453791489 -0.00065335164210703241 0.0018389051378567157 -0.0010481982344951624 -0.0020780268254857377 0.0012099842522632414 0.00083818096478173129 0.0011637968986855751 0.00064584600864775346 -0.0021344486014657281 -0.0025127500308599394 0.00081619205109843677 -0.0021324577758174298 0.00042521728894372521 0.00048204930489918529 0.00053793095289440547 -0.0013786332489442456 -0.0021860880987837551 -0.0017255818978126286 0.0013739359817537856 0.00044572238743704844
leaf_weight=57.627387555199675 2.7466373690695027 2.7022518690209836 29.967373942025006 0.73672454431652878 3.558585151564329 5.0128474076045677 2.3555848123505703 5.7629725225269848 4.6240267716348171 2.5332478675991288 15.0735131946858 2.388456207932907 2.6831423419062075 1.3294328670017419 2.3064727559685707 25.457913206424564 10.122950928285716 19.946614120155569 1.0330774057656551 0.82955401134677487 12.77237424906343 0.84895188634982321 5.0850874034804292 44.786418404430151 7.7626689895987573 6.301783546805388 3.3227270850911728 3.130304135382179 3.6324686929583496 3.1610010266304016
leaf_count=1023 757 61 170 62 26 165 24 53 31 24 249 21 32 112 16 216 51 103 67 19 127 45 138 243 54 52 39 28 12 14
internal_value=0.00018767 0.000202585 3.06661e-05 -0.000421014 1.44459e-05 -0.00130272 -0.00031297 -1.92835e-05 -0.000706985 0.000293285 0.000212081 -4.37566e-05 0.00031461 -0.000340781 0.000418142 0.000419052 0.000445159 0.000347226 0.000158034 0.000315382 0.000444931 -0.000256158 5.93041e-05 0.00025742 4.4537e-05 -0.00039463 -0.000764953 -0.000473927 0.000100578 -0.000634633
internal_weight=289.603 286.856 99.0704 28.3889 19.0034 9.38548 15.4448 13.0893 7.32628 187.785 70.6815 40.7142 25.6406 4.37263 3.0432 130.158 127.625 102.167 23.2522 20.569 19.536 6.76359 5.93404 92.044 47.2576 27.311 19.5483 16.2256 9.92377 6.29131
internal_count=4034 3277 1418 550 195 355 169 145 92 1859 868 698 449 190 78 836 812 596 428 396 329 202 183 545 302 199 145 106 54 42
is_linear=0
shrinkage=0.00191816


Tree=504
num_leaves=31
num_cat=0
split_feature=1 0 0 4 4 2 2 1 3 0 4 4 3 4 4 4 0 0 0 1 0 3 0 2 3 2 1 4 4 3
split_gain=1.34459 2.33043 1.37219 1.26489 1.65579 1.23696 1.49717 1.83625 1.3138 1.17587 1.30506 2.07535 1.88958 1.7419 1.90379 2.49414 1.34496 1.226 1.14936 1.12827 1.15298 1.83782 1.69137 2.44972 2.07985 1.2736 1.10322 0.999799 1.22859 1.07758
threshold=70.171445662850019 94.773526014550015 85.995710218650018 39.110279783550006 42.360359531950003 0.22598000000000004 0.15607500000000005 83.740093847200015 0.097015000000000032 85.925810307250018 41.942745071500006 47.927946529500012 0.087555000000000022 42.434124620650003 42.719328117250008 43.572676689450006 67.04476885710001 76.451683855550016 94.203572890950014 80.468240302450013 98.911063077300014 0.083950000000000011 101.55650587770002 -0.08786999999999999 0.089850000000000027 -0.0068649999999999996 64.730006406800015 44.262924377150007 47.927946529500012 0.087555000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 9 -2 18 6 7 19 -7 10 17 12 16 -14 -15 -16 -12 -1 -5 20 -3 -22 23 -23 -24 -26 -18 29 -29 -4
right_child=1 5 27 4 -6 8 -8 -9 -10 -11 11 -13 13 14 15 -17 26 -19 -20 -21 21 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0015471934078376819 -0.0027828052260191029 0.00017646927567881179 0.00067421788876518781 0.0016681078353585307 -0.0023674069930819989 -0.0025870524497963029 0.001628838888609716 -0.0023502791929626171 -5.2677393258091189e-05 -0.0012610743520499498 0.0019416706867717776 0.00063263602402351962 -0.002550013781025851 0.0015257506288619527 -0.0025465025724171332 0.00098221795019555773 -0.002500532356770281 0.00044793494213006806 -0.00083328457461844712 0.00075909511079178991 -0.0024137254936385283 -3.4932538969184485e-05 0.0017446549660170415 -0.0027573054598120286 -0.0022849081885260398 0.00082723912517991896 0.00057347268608863892 -0.0019238469930694332 0.0005403795466069702 0.00026221040206090391
leaf_weight=1.6073133427416895 1.9367144498974074 43.13202422298491 54.950238887220621 1.5046752935741099 1.9593709842301903 1.7588297937763844 3.1456822275649747 1.5377685254788946 2.4028433760395274 3.4892369862645856 0.43663968285545962 7.0689582452177993 1.2969460543245057 3.2299966011196375 1.983041291125119 1.9947721213102338 4.733352743787691 31.432669555069879 2.3152479454874992 11.208279664017025 2.2056236512726164 4.9302670718170694 3.5707236455054954 2.4597469465807071 1.4318570015020671 1.1999349566176531 0.66050634230487038 2.0073789190500966 2.0105358995497227 73.902199670672417
leaf_count=240 49 400 396 20 186 123 29 687 38 31 13 54 35 22 58 18 288 244 54 215 128 47 33 56 40 13 20 43 15 439
internal_value=0.000174464 -5.56237e-05 0.000279014 -0.00122439 -0.000702149 5.85549e-05 0.000124317 5.82874e-05 -0.00112377 -7.14668e-06 7.32154e-05 -0.000355388 -0.0008426 -0.000172795 0.000254953 -0.000776939 -0.00181962 0.000350877 0.000152019 0.000111095 -1.21524e-05 -0.000527126 -0.000220993 -0.000941067 0.000636944 -0.000865961 -0.0021241 0.000403784 -0.000690766 0.000437915
internal_weight=277.503 86.6996 190.804 7.71601 5.77929 78.9836 74.8219 71.6762 4.16167 57.9334 54.4442 21.4042 14.3353 8.50476 7.20781 3.97781 5.8305 33.04 3.81992 70.1385 58.9302 15.7982 13.5925 7.39001 6.20252 2.63179 5.39386 132.87 4.01791 128.852
internal_count=4034 2118 1916 309 260 1809 1648 1619 161 1023 992 508 454 133 98 76 321 484 74 932 717 317 189 103 86 53 308 893 58 835
is_linear=0
shrinkage=0.00222816


Tree=505
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 3 4 2 4 1 0 3 3 0 1 1 3 3 4 2 4 4 2 0 3 1 3 4 0 2
split_gain=0.235619 1.03681 0.871562 0.739385 2.21728 0.856001 0.731604 1.45069 1.44534 0.932956 1.49111 1.5665 0.798873 1.16209 1.38507 1.35609 0.702629 0.680862 1.03426 1.10862 1.4397 2.0873 2.01489 0.961514 0.926274 1.24105 0.796281 0.778065 0.707642 1.58106
threshold=69.999384342500022 70.077349628250019 -0.10747999999999999 93.399723909900004 92.805574663100018 0.088655000000000025 38.244973486750006 0.26941000000000009 37.784765830350004 70.206395618550019 95.117648655250022 0.090390000000000012 -0.09053499999999999 96.531777631850005 70.171445662850019 73.037342029850024 0.092835000000000015 0.090735000000000024 39.184300550350009 -0.59502499999999992 41.257403903850005 41.066313126200008 -0.076484999999999984 99.994511703900017 0.087245000000000031 71.787208999250012 -0.10055499999999999 42.558389508100007 98.674478761850011 -0.086139999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 12 -8 11 -11 -4 14 -14 -15 -17 24 -19 -20 21 22 -21 -22 26 -26 -12 -25 -28 -30
right_child=1 2 6 5 -6 -7 7 -9 -10 10 17 -13 13 15 -16 16 -18 18 19 20 23 -23 -24 27 25 -27 28 -29 29 -31
leaf_value=0.0014708834828014521 -0.032286877683922945 -0.027975779343282232 0.041992442372414382 0.027864413896860278 -0.0415328007331974 0.0022656723771067424 0.02038300646231727 -0.044892242782071615 -0.04467680109923048 -0.040373755467226928 0.042814870013064256 0.0018978398817879882 0.0058751498015177563 0.025116949107822785 -0.047288021454916639 -0.041333878492715859 -0.0024938984256873279 0.018907278117211743 0.01606381651436491 -0.043957681316684691 -0.0446864033877147 0.029421356656338511 0.000407503833399688 -0.042043106358052036 -0.01935475844535324 0.019526824351562385 0.0053317700341354206 0.010919404444678128 -0.044260142227617698 0.00059264690929154999
leaf_weight=137.19900169348693 1.487395156174897 1.6026976367211307 0.52134085970464994 3.2123345924774176 1.7346459259279061 4.4539847783744335 3.9355537518858901 0.93334224226418783 1.392593773358384 2.3994230676908037 0.65030157496221264 2.6203055421938188 1.1712785288691505 2.43550930544734 1.7407004344859158 0.84158491351263354 3.1795054223839543 2.7949909240123842 2.7147592981637034 2.0456528488139183 2.3761755684390673 2.25920245423913 5.131007998919805 0.61109133646823455 1.3221358694136132 10.388154227897756 12.774307524319747 1.1274918986600821 1.4837209490433432 4.6162598166047255
leaf_count=1788 14 242 8 32 17 36 26 42 61 238 3 64 6 14 50 147 130 40 28 54 55 13 61 26 16 167 85 40 370 161
internal_value=0.00068469 -0.00104533 -0.000409382 0.00156453 0.000933964 0.012992 0.000208819 0.00186468 -0.00862395 0.00260121 0.00133607 -0.0183079 -0.00354737 -0.00608156 -0.0259043 0.00285866 -0.0106228 0.00329665 -0.00233315 -0.00598304 -0.0104 -0.00226396 -0.0122385 -0.0290572 0.0067321 0.0151369 0.00169112 -0.00769629 0.000274224 -0.0103171
internal_weight=221.156 74.5565 73.0691 146.6 138.934 7.66632 71.4664 60.1839 11.2825 59.2505 55.315 5.01973 9.88992 9.36858 2.91198 6.4566 4.02109 50.2953 19.0604 16.2654 13.5506 9.43586 7.17666 4.11476 31.2349 11.7103 19.5246 1.73858 18.8743 6.09998
internal_count=4034 2161 2147 1873 1805 68 1905 1489 416 1447 1421 302 355 347 56 291 277 1119 317 277 249 128 115 121 802 183 619 66 616 531
is_linear=0
shrinkage=0.0377983


Tree=506
num_leaves=31
num_cat=0
split_feature=4 2 3 4 1 0 2 1 1 3 3 3 2 2 2 0 1 0 2 1 0 2 2 0 1 3 3 4 2 3
split_gain=0.210181 0.440478 0.397991 0.250295 0.640306 0.636387 0.619623 0.380392 0.325118 0.471239 0.517241 0.640257 0.271564 0.871392 1.10236 0.822464 0.906563 0.808637 0.743516 1.13754 2.72592 1.32464 2.38859 1.30451 1.59821 0.968011 1.06508 0.814992 2.12945 0.808414
threshold=32.051492741500006 -0.10623499999999998 0.088555000000000023 34.883496062400006 61.778079379550007 89.493394246350007 0.17076500000000003 54.879495816850003 69.563854125350005 -0.085699999999999998 0.097970000000000015 0.094375000000000028 -0.06483499999999999 -0.075639999999999999 -0.079634999999999997 86.83719761350001 70.776348742200014 102.21786657775002 -0.117885 75.408562100950022 93.953546284800012 -0.095854999999999996 -0.102645 90.297243227400017 64.665483411650015 0.12201500000000003 0.11379500000000002 38.748048509250005 -0.14429 0.093905000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 8 -5 -7 -10 11 -11 13 14 17 -16 -17 18 25 20 23 22 -22 24 -20 26 27 28 -9 -29
right_child=3 2 -4 7 5 6 -8 12 9 10 -12 -13 -14 -15 15 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.046634308331848374 0.037864497797255384 0.021919870819407373 -0.043170492866471767 -0.040227597817489698 -0.030086739187071602 0.035997623632014655 -0.01009156135429865 -0.03341039497087199 0.038864195481021983 -0.048696420454351193 0.023372828459894371 0.011842500950381201 0.0023847537074889041 -0.010603648160993823 0.02692196180721294 -0.016583759846723781 0.016296343751472823 -0.02678349797955782 -0.0016686976062257382 0.011487822149914537 -0.048285079713273366 -0.045210936389086985 0.013367525589396849 0.019349243670595165 -0.034001825790908206 -0.017720100983298202 0.03480598895705523 0.0088472719778913619 0.016285085980610188 -0.0037754603140628929
leaf_weight=0.44659159778893809 0.95598385250195761 0.50416539792786241 0.20355633470899193 0.35374156007310276 0.77087598055368278 1.0494215786457064 1.9094900072814196 2.9280185139505193 0.6534158952854342 0.527669577495544 0.83886157481174461 0.55155711062252522 78.13656741737941 12.062740800261961 3.9889627601951343 2.1266946811228991 3.3078284929506481 1.7947534226841515 36.918927243445076 7.1243920933920881 1.6453099958598612 3.4241199949174179 2.3635807665996253 4.1792269665747872 2.5210539086256167 3.1684511085040858 1.7483835145831097 29.380698315711925 2.4404023680835882 10.678913814481346
leaf_count=103 18 40 39 125 26 7 31 125 13 41 17 4 1196 128 78 24 35 525 318 55 64 115 21 36 23 40 13 645 19 110
internal_value=0.000639733 -0.0160813 0.00319845 0.000728455 0.00790226 0.00335662 0.00801824 0.000480884 0.0175684 0.0100475 0.000230836 -0.017757 0.000549477 -0.000538532 0.000475441 0.0133738 0.00342936 -0.000626367 -0.000193774 -0.00321907 -0.00527143 -0.0272644 -0.0119356 -0.00152369 -0.00373547 0.00330215 0.00471404 0.00355589 -0.0108196 0.00548236
internal_weight=218.704 1.15431 0.707722 217.55 7.25728 6.30129 5.53042 210.293 3.62093 2.5715 1.91809 1.07923 209.939 131.802 119.74 9.42349 5.43452 110.316 108.521 58.1766 51.0522 7.43301 4.00889 43.6192 39.44 50.3449 47.1764 45.428 5.36842 40.0596
internal_count=4034 182 79 3852 157 139 113 3695 82 75 62 45 3570 2374 2246 137 59 2109 1584 632 577 200 85 377 341 952 912 899 144 755
is_linear=0
shrinkage=0.0392896


Tree=507
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 0 0 1 1 2 2 0 4 0 2 4 0 4 3 3 1 1 0 1 0 1 0 3 0
split_gain=0.211315 1.20332 1.46085 0.839754 0.644055 0.814599 0.63487 0.877566 1.3802 0.699428 0.604569 0.81822 0.620137 1.12334 1.41795 1.90611 0.866089 0.732973 0.682667 0.575915 0.518577 0.860518 0.639622 0.810705 1.4457 0.751227 2.14902 1.56338 0.729186 0.68892
threshold=66.590419433100024 90.297243227400017 89.953120586650016 0.20949500000000004 -0.116995 -0.056724999999999998 92.313586825200005 90.767723400200012 67.300172379550006 67.649671936450019 0.13747000000000004 0.10957500000000002 87.170566421650008 41.50623664750001 87.638358136350021 -0.101395 37.038444968100009 86.83719761350001 43.157831852650006 0.089415000000000022 0.12535000000000004 68.910558799650019 67.192634054300015 92.805574663100018 68.34060567600001 93.399723909900004 69.873026810350026 93.692765846100016 -0.10747999999999999 93.953546284800012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -3 -6 7 8 -2 -9 11 12 17 14 -14 -16 -17 -1 19 -15 22 -22 -8 -24 -25 -26 -27 -28 -29 -30
right_child=6 4 -4 -5 5 -7 20 9 -10 -11 -12 -13 13 18 15 16 -18 -19 -20 -21 21 -23 23 24 25 26 27 28 29 -31
leaf_value=0.00013193273272954354 0.024151909157954454 -0.0021584777071024792 -0.034265969023410073 0.022638203623098041 0.040369629162243424 0.0088648749002383787 -0.047296658378909263 -0.044791978164384634 -0.029805143187747848 -0.010896910439841461 -0.016043455857506973 0.027993627149908641 0.032163739309768756 0.0019679209855067346 -0.014066324382831496 0.0042090292041054361 0.035067467065786791 -0.014548661875036438 0.013602218727039816 -0.016829187434055284 0.013065555033937488 -0.043356045873532867 0.019761845639191054 -0.056685744437043557 -0.024261737666509579 0.02418855969327624 -0.044902934332364329 -0.026065793453499065 0.01693679622701701 -0.00035483037769255653
leaf_weight=80.95056678247056 1.7509771883487695 1.7316010519862173 1.6749453991651524 2.5407495022518551 2.3559017181396484 2.3116893749684087 0.39689551386982103 1.4564682974014433 1.0957585651776751 2.1331267497735098 2.9781903792172661 1.593588810879736 4.0435518622398403 4.6924725584685785 4.0312512777745715 2.4499679729342452 2.7382719907909632 5.142208748497068 2.9160531405359498 4.5780635550618172 0.63365578651428112 0.97657583748514298 3.0489060744876033 0.63568376377224822 1.7163830827921618 5.2720665541710323 1.1226920224726189 1.4991709723726661 3.4496038428042075 64.963254502348718
leaf_count=1229 13 20 20 39 18 26 7 44 62 37 46 23 31 27 33 19 38 48 15 38 2 67 23 11 22 41 18 227 35 1755
internal_value=0.000555716 0.00154838 0.0007011 0.0011947 0.0174807 0.0247665 -0.000839717 -0.0122511 0.00338289 -0.0246497 0.000725483 0.00116691 0.000783639 0.00595455 0.013548 0.00538331 0.0204956 -0.00074492 -0.00230958 -0.00731464 3.76383e-05 -0.0211531 0.00045323 0.000685175 -5.42583e-05 0.000407139 0.000962021 -0.00076181 -5.29634e-05 0.000517071
internal_weight=216.88 126.729 120.33 118.655 6.39919 4.66759 90.1512 6.43633 2.84674 3.5896 116.114 113.136 111.542 25.4496 13.263 9.21949 5.18824 86.0928 12.1866 9.27054 83.7149 1.61023 82.1047 81.7078 78.6589 78.0232 76.3068 71.0347 69.912 68.4129
internal_count=4034 1670 1606 1586 64 44 2364 156 75 81 1547 1501 1478 201 121 90 57 1277 80 65 2208 69 2139 2132 2109 2098 2076 2035 2017 1790
is_linear=0
shrinkage=0.0377052


Tree=508
num_leaves=31
num_cat=0
split_feature=1 0 3 1 2 1 0 0 1 2 3 1 4 1 0 0 4 0 0 0 2 2 2 2 0 0 0 2 3 2
split_gain=0.214366 0.900533 1.27664 1.10467 0.734868 0.638048 1.28205 1.21386 0.575786 1.16863 0.996358 0.799429 1.47015 0.887967 1.12301 0.939648 0.779121 0.703659 1.32687 0.69586 0.50802 1.19326 0.6472 0.880958 0.95377 1.47957 1.76496 0.750456 0.612867 1.32168
threshold=61.987779113750001 85.667718326750006 -0.16320999999999999 62.009286778800011 -0.071864999999999998 62.020040611300011 85.812895065800021 85.861287312150012 62.041548276350007 -0.092710000000000001 0.092835000000000015 62.095317438950012 41.218101594450012 64.665483411650015 89.415428960600011 89.705782438650019 41.770271989050009 86.135510041400025 86.420486603250012 89.493394246350007 0.11704500000000002 -0.0068649999999999996 -0.026144999999999998 -0.053159999999999992 86.83719761350001 86.479632682150012 85.925810307250018 -0.072524999999999992 0.087555000000000022 -0.092710000000000001
decision_type=2 2 2 2 2 2 2 2 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 -2 4 -3 -5 -7 -8 9 -9 -11 12 -10 15 -15 17 -14 -13 -19 -16 21 22 23 24 25 26 27 28 29 -1
right_child=1 3 -4 5 -6 6 7 8 11 10 -12 13 16 14 19 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015129624019088737 0.016310625357496979 0.0049639369252597243 -0.036415363031980896 -0.017942329626637298 0.028077888317030487 0.020623593933644553 -0.059900161381044557 0.035821116373357442 0.0037222638666673663 -0.018800751389518436 0.017062882455758783 0.023071728218621357 -0.044622266543746847 -0.033423673427563257 0.033127346757067869 0.030731506320105323 -0.0139231396261326 -0.020904816526863951 0.0062556169345058159 -0.00055203717665468525 0.012290741688678476 -0.030815190363340118 0.017841063144553408 -0.02959630405229273 -0.032592636547119178 0.026739531073795751 -0.025330017113780877 -0.027815747406648758 0.010747470045446697 -0.049400548117696584
leaf_weight=8.3125547717209063 1.0920373422850391 4.9649393502622843 2.2846533727133638 2.8714577518403521 3.9930363893508893 5.2524377889931193 0.53399802558123965 2.2371328622102737 6.6354408338665944 2.2592789754271498 2.7800969528034329 3.0740010626614156 1.9251680821180341 1.6658790981164191 0.99693717062473197 2.4637039452791205 4.3036352461203933 3.3196441829204586 22.571176174096763 99.548006110571805 3.5981018075253806 2.4051543886307618 2.5531325352494632 1.9051364329643536 1.5039829984307278 3.0172659009695044 4.6417377386242142 1.2719324547797466 10.228502826998009 0.91019176691770809
leaf_count=321 23 29 204 24 25 47 7 13 30 30 19 38 20 46 8 36 40 24 194 2417 54 136 28 24 17 13 28 15 103 21
internal_value=0.000541628 0.00115002 -0.0193635 0.00155416 0.015267 0.000797936 0.00113517 0.00047184 0.00068148 0.0116947 0.000984313 0.000134476 -0.00941576 0.00105379 -0.000759295 0.00695024 -0.0234115 0.00492745 0.00277319 -0.000218095 -0.00209372 -0.00350208 -0.00158933 -0.00314977 -0.0014639 0.000185622 -0.00297308 0.0020346 0.00398654 -0.00351169
internal_weight=215.12 174.773 3.37669 171.396 8.95798 162.438 159.567 154.314 153.78 7.27651 5.03938 146.504 12.8642 133.639 102.211 31.4285 6.2288 28.9648 25.8908 100.545 40.3477 36.7496 34.3444 31.7913 29.8862 28.3822 25.3649 20.7232 19.4512 9.22275
internal_count=4034 3274 227 3047 54 2993 2969 2922 2915 62 49 2853 90 2763 2471 292 60 256 218 2425 760 706 570 542 518 501 488 460 445 342
is_linear=0
shrinkage=0.0401119


Tree=509
num_leaves=31
num_cat=0
split_feature=1 4 0 0 2 0 0 4 2 1 0 1 0 0 1 4 4 1 1 1 0 1 1 4 1 0 4 2 3 3
split_gain=2.12535 1.17702 1.84384 1.55112 3.33633 2.35103 1.96508 2.51538 1.73491 1.81175 1.47553 1.20224 2.13043 1.71523 2.18186 1.24794 2.58751 1.85798 1.75849 1.49253 1.28677 1.27717 1.10903 2.185 1.87931 1.86783 1.90834 1.58063 1.4943 1.44088
threshold=83.740093847200015 42.141702038450013 75.994645973400011 86.20003303655001 -0.097294999999999993 85.764502819450016 86.83719761350001 43.218894539100006 -0.083064999999999986 61.977025281250008 67.04476885710001 80.468240302450013 97.674372337300014 97.39208423365001 72.752365468100024 43.157831852650006 42.779078631750004 66.590419433100024 71.504920895500007 63.530954080650012 95.808582394800013 70.389210771400016 63.705703859100005 41.975471476700008 62.154463517850012 87.009258933850006 41.218101594450012 -0.026144999999999998 0.086230000000000015 0.092465000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 8 7 -5 -6 10 -10 12 13 14 15 16 -8 -17 20 -18 21 -19 24 25 27 28 -27 -4 -24 -26
right_child=-2 3 22 6 5 -7 11 -9 9 -11 -12 -13 -14 -15 -16 17 19 18 -20 -21 -22 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0018360840246733857 -0.0014635411090791499 0.0001740796304652012 0.00015724264894346977 0.0013353496027803246 -0.0022195702160883149 -0.0024464548211945297 0.00017362581248371212 -0.00072050813292214315 0.0021017162068653656 0.0012001699967981645 -0.0021643228460544277 0.00087192229707533061 -0.0012941586370090897 0.0015030726096623376 -0.00241627510853612 0.0012225632915815409 -0.0024674787620521466 0.00022069384388276328 0.0010832537155092525 -0.00029291626008059589 -0.0029014309960602204 -0.0020622862614334799 0.00046351270721771762 0.0015903263393410548 0.00058695048801471223 0.00022950305795059502 -0.00067235328649023387 0.00081628337099212483 -0.0028624013989011969 0.00181095453956386
leaf_weight=1.580945677589624 3.0129940790648098 15.196715869591573 55.84086299687624 9.7579359374940378 1.6786188934929667 4.0050556305795908 10.965958940796556 2.988997343927621 0.38977561285719087 2.5591452538501471 1.5564907591324297 5.1862074333766932 5.2657291919458649 2.8433560729026786 1.4735637917183328 6.4813292995095244 2.8266195952892295 3.5527832262450811 2.8875037241959944 2.126375574618578 0.93155369115993369 1.2820987618761135 0.81264922791160588 3.9475687472149721 9.2895817412063462 93.99209817929659 9.9783564005047065 18.669357916340232 1.4391193946357814 6.1425850316882125
leaf_count=240 757 237 320 84 50 62 85 15 4 57 108 113 157 13 130 35 25 48 18 26 13 98 24 28 80 907 122 112 32 34
internal_value=0.00017466 0.00019194 0.000273145 -3.14582e-06 -0.000407972 -0.00127609 0.000172317 0.000853277 -0.000518101 0.000115829 -0.00130997 -1.71107e-05 -0.000130572 4.26521e-05 -8.50079e-05 2.56138e-05 -0.000357655 0.000428728 -0.000165811 -0.00153392 -0.000791271 -0.0003847 0.000289809 0.000157918 0.000451361 0.000104685 0.000142949 0.000322373 -0.0016621 0.00107415
internal_weight=288.662 285.649 201.693 83.9558 25.3858 10.1891 58.57 12.7469 6.18403 4.50541 1.94627 45.8231 40.6369 35.3711 32.5278 31.0542 15.919 15.1353 8.65394 4.953 5.76644 4.83488 200.112 110.17 89.9424 106.222 103.97 74.5102 2.25177 15.4322
internal_count=4034 3277 1899 1378 518 281 860 99 219 169 112 761 648 491 478 348 136 212 177 51 159 146 1659 1113 546 1085 1029 432 56 114
is_linear=0
shrinkage=0.00196078


Tree=510
num_leaves=31
num_cat=0
split_feature=0 3 4 4 2 2 2 3 2 4 2 2 1 1 0 0 2 4 3 3 2 4 1 0 0 3 0 1 1 4
split_gain=0.214234 0.943272 0.233533 1.8345 1.17394 0.661053 0.775884 0.765655 0.290733 0.828025 0.529004 1.28878 0.590708 2.54497 0.515765 0.483563 0.457972 0.997325 1.73498 1.56002 0.633567 0.791677 0.791176 1.3235 1.20735 1.9997 1.19012 1.85876 0.628608 1.20195
threshold=71.131225215400022 0.049900000000000007 47.927946529500012 44.421469061800003 -0.60918499999999998 -0.16276499999999997 0.04932000000000001 -0.25095999999999996 -0.62218499999999988 41.035283712600005 -0.58559499999999998 -0.50001499999999999 75.634392583900009 78.285212300550015 101.18549865570002 102.11570516885001 -0.11572 41.770271989050009 0.092650000000000024 0.085820000000000021 -0.12546499999999997 38.121007182500009 83.116371560950014 90.297243227400017 87.170566421650008 0.088075000000000028 93.899777122150013 71.104340634100012 81.479100559500012 42.402981339000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 7 -7 -4 9 -2 12 -12 -10 -14 -15 -16 17 20 19 -19 22 -22 23 24 25 -13 -25 -28 -18 -30
right_child=2 -3 5 4 -6 6 -8 -9 10 -11 11 16 13 14 15 -17 28 18 -20 -21 21 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-0.041239968923140274 0.0036505590315267485 0.01758296101357314 -0.0062546189051456112 0.026274225077445843 -0.034981896825164949 -0.038962487998698267 0.013005666244092901 0.019564344941356369 0.021213887712054676 -0.033405957232082201 -0.025601776144591477 0.0063879448101251488 -0.047463063481527887 0.038423714309994181 0.037395473121983901 -0.037299618211857552 0.0004436276092821629 0.0067929364516191842 -0.022475342656777614 0.036738250030073409 0.023537477553132423 -0.0011448440999654544 0.031897472778252535 -0.053922141127242959 0.016863037179916936 -0.036766019367523127 0.037964475222714275 -0.027720421018116261 -0.03950172427338796 0.014202504957405482
leaf_weight=0.75431352847954147 2.1970467653954979 0.67572259926237166 2.2132673672167584 0.47726521088043261 2.861935252796683 0.81920666633231831 0.69369593952433206 4.6709605021169409 3.484467309433966 1.2296444982348473 2.4157429485876483 4.0265718929585947 0.98620161804137785 1.1965812421403823 0.19336336106061924 0.27373799192719162 154.57563746639062 5.2821361871610844 1.4795142007351376 3.9948293404886499 2.987289673008493 3.9399050772190094 0.77363506891561051 1.1643668224569417 3.9861291497945786 2.1555313121061772 0.75994063471443984 2.1765731209889054 1.401858707005885 0.8913177490394445
leaf_count=175 55 16 21 9 331 228 31 55 23 16 115 180 23 9 2 74 1761 117 27 28 25 23 99 18 33 23 4 71 335 107
internal_value=0.000503842 -0.0134449 0.000597356 0.00035516 -0.0262267 0.00650755 -0.0151341 0.0112636 0.000795509 -0.00964692 0.000976098 0.000642154 0.0114289 -0.00143797 0.0258449 -0.0063785 0.000976544 0.00486735 0.0138885 0.0196879 0.00045058 0.00949918 -0.00371631 -0.0056472 0.0013463 -0.00865867 -0.0229877 -0.0107218 0.000164833 -0.0186278
internal_weight=214.738 1.43004 213.308 204.911 3.3392 8.39713 1.5129 6.88423 201.572 3.42669 198.145 192.011 6.13435 2.64988 1.66368 0.467101 189.595 32.7264 10.7565 9.27697 21.9699 6.92719 15.0427 14.2691 10.1682 6.1821 4.10088 2.93651 156.869 2.29318
internal_count=4034 191 3843 3508 340 335 259 76 3168 71 3097 2966 131 108 85 76 2851 648 172 145 476 48 428 329 236 203 93 75 2203 442
is_linear=0
shrinkage=0.0361589


Tree=511
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 3 0 1 1 0 1 2 0 1 4 2 1 1 2 2 3 2 1 1 3 0 3 0 0 1
split_gain=1.79628 1.16694 2.52177 2.36482 2.16506 1.88774 1.8665 1.93985 1.53424 1.4415 1.82249 1.61529 1.2805 1.27958 2.88682 1.23643 2.29376 1.54787 2.1662 1.20553 1.16981 1.16681 1.64188 2.1474 1.25236 1.5096 1.38589 1.15201 1.60117 2.34599
threshold=83.740093847200015 93.953546284800012 96.039789794050009 71.096275259700022 0.10335500000000002 0.076615000000000016 85.667718326750006 61.87486387225001 70.727956495850009 97.878695155250014 78.10777406390001 -0.59681499999999998 93.805681087600007 69.873026810350026 33.96174662340001 -0.092710000000000001 83.116371560950014 81.479100559500012 -0.085584999999999994 -0.59681499999999998 0.076835000000000028 -0.08786999999999999 72.752365468100024 77.543197856500015 0.08895500000000002 98.674478761850011 0.087715000000000029 93.399723909900004 91.066142252700018 68.910558799650019
decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 -1 -3 20 19 -12 13 27 -15 16 -13 -17 -19 -11 -4 24 -23 -24 25 -21 -27 28 -8 -30
right_child=-2 2 9 5 -6 -7 12 -9 -10 10 11 15 -14 14 -16 17 -18 18 -20 21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00014449156124703662 -0.0014124460514213549 -0.00085297329143348567 -0.00051333071069722329 0.00010246442485576851 0.001879182140100968 -0.0021135738604854213 0.0004130046741511195 -0.00096027118098119895 0.00076031545692498918 -0.0026180571281718074 0.0017755711721244127 -0.0021015828371980169 0.0014313655890825496 0.0023368006183262266 -0.0016359966791552813 0.00049815727609872455 0.0011758653768357485 0.0021284511980102067 -0.0022361709383906135 0.0021708549785269516 0.0006350772986753831 0.00069145822210745303 -0.0022940630517427974 0.00055020755738768444 -0.0006654206068565263 -0.0020725269688313228 0.0011698265158371841 0.0013738076312076351 7.5831008781874316e-05 -0.0021636852562002392
leaf_weight=23.530668775027156 2.5444686267728676 7.8602077132090944 3.7052297391928724 1.9901247115340073 1.7836073054932047 4.9631040366366506 133.10587755218148 7.827074156026355 3.0135040935128927 0.98845381697174062 2.3958865900058326 2.2332571489387223 4.1861484888941041 0.87320446968078558 2.9914280503289774 17.46472133114003 1.2202886131708508 0.554076278349385 1.7392150841187675 1.771833781152963 28.414028526283801 1.5894840587861825 3.7386134155094624 1.3298214212991295 3.9839802235364914 0.87820033868774761 1.0940396841615436 4.2059057503938666 9.5248283110558969 2.1117657124996176
leaf_count=501 757 112 36 55 14 219 853 341 22 18 21 188 29 2 96 143 11 5 81 9 154 19 97 12 48 49 5 21 99 17
internal_value=0.000195463 0.000210019 3.34676e-05 -0.000578647 -8.38733e-05 -0.00147931 0.00029692 -0.000131264 -0.000405872 0.000197677 -4.13032e-05 0.000272808 0.000382441 0.000353707 -0.000738353 0.000117693 -0.000943517 0.000303184 -0.00118165 -0.000564482 0.000502599 -0.000423382 -0.00101321 -0.0015478 8.47709e-05 0.000883032 -0.000273931 0.000382042 0.000353223 -0.000330588
internal_weight=283.613 281.069 92.7117 19.6105 12.6573 6.95323 188.357 31.3577 10.8737 73.1011 40.9819 25.6074 156.999 152.813 3.86463 23.2116 3.45355 19.758 2.29329 15.3744 32.1193 14.386 6.65792 5.06843 7.72805 3.74407 1.97224 148.948 144.742 11.6366
internal_count=4034 3277 1318 422 148 274 1959 842 134 896 706 449 1117 1088 98 428 199 229 86 257 190 239 128 109 111 63 54 990 969 116
is_linear=0
shrinkage=0.00192234


Tree=512
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 0 2 2 2 3 3 3 3 3 2 3 3 0 4 4 3 3 0 3 1 0 0 4 2 2
split_gain=1.50543 2.23571 1.45491 1.52727 1.42361 1.3303 1.25397 1.73613 2.84703 1.4156 1.3556 1.50854 1.34799 1.31971 1.7251 1.24233 1.14177 1.39175 1.05729 1.45723 0.983741 3.16802 1.64842 2.111 1.81527 1.3629 3.28284 2.13205 2.1095 1.31889
threshold=70.171445662850019 94.773526014550015 39.110279783550006 70.206395618550019 85.995710218650018 107.57327517365 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.097015000000000032 0.083495000000000028 0.084360000000000018 0.098075000000000023 0.076615000000000016 -0.074999999999999997 0.090390000000000012 0.41214500000000009 85.925810307250018 44.262924377150007 47.927946529500012 0.087555000000000022 0.09013000000000003 87.278104746850019 0.088145000000000015 64.665483411650015 93.692765846100016 90.767723400200012 38.179089776100007 -0.053159999999999992 -0.087234999999999993
decision_type=2 2 2 2 2 2 2 2 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 16 6 7 8 10 -8 13 -12 -9 -3 -15 -5 17 -1 20 -20 -6 22 23 -22 -24 26 29 -28 -29 -23
right_child=1 5 3 15 18 -7 9 12 -10 -11 11 -13 -14 14 -16 -17 -18 -19 19 -21 21 25 24 -25 -26 -27 27 28 -30 -31
leaf_value=1.8321266661612448e-05 -0.0025284171344370542 0.00017536413847021512 0.0021485797805161008 -0.0020989841330527684 0.00061764450433719211 -0.0020237018243986493 -0.0023245087965867149 0.00067446580264782609 -0.0025627405600986263 6.8714604878067012e-06 0.0019547424841895962 5.1237396269265093e-05 -0.00051049620371959646 -0.0022914954005685134 0.0013181930980636118 -3.5785529437978007e-05 0.0011739957790294403 -0.0013945105930418902 -0.0018353547261234103 0.00054486047205663508 -0.00013824759918155304 5.3829031124400036e-05 0.0010695071428202371 -0.0025467848029590385 -0.0010419599236268524 0.0012548197385196388 0.00044568830568220261 -0.00044140315657289906 -0.0031632076568263922 0.00076566533572157848
leaf_weight=52.911781611503102 2.0486007756553581 2.813616297498803 0.72638544440269459 2.1274985712952912 55.049637003801763 1.2180239910667285 1.7940260845934961 26.648922318592671 1.8200570035260231 2.4845000556670129 1.7514454759657372 33.881765674217604 4.4865587458480141 2.9807080748141748 0.64400640130043019 2.586794254835695 3.1904302332550278 2.9441403085365883 2.005988933145999 2.1121918372809887 2.7147650495171529 15.424641758203505 3.3166505396366119 3.1382692884653807 3.2000997960567474 7.3952067643403998 2.9115027114748946 2.3787708729505539 2.1854468062520027 32.03330996632576
leaf_count=979 49 116 4 207 396 649 82 191 55 23 10 423 58 196 6 49 15 29 43 15 20 83 17 24 28 34 16 15 26 176
internal_value=0.000170121 -4.66349e-05 -0.00109185 -0.000550935 0.000269012 5.05777e-05 8.24357e-05 0.000142492 -0.000113749 -0.000970698 -7.80357e-06 0.000144799 0.000503715 -0.000852387 -0.00165016 -0.00096688 1.03195e-05 -5.61485e-05 0.000383118 -0.000614556 0.000414783 0.000265284 -0.000659268 -0.00142965 3.26552e-05 0.00044877 0.000340259 -0.000891606 -0.00174466 0.000534306
internal_weight=280.926 88.0129 7.48928 5.44068 192.913 80.5236 79.3056 75.0271 43.8916 4.27853 42.0715 35.6332 31.1355 6.43833 3.62471 4.71429 59.0464 55.8559 133.866 4.11818 129.748 74.6987 12.3698 5.85303 6.51675 62.3289 54.9337 7.47572 4.56422 47.458
internal_count=4034 2118 309 260 1916 1809 1160 1055 806 105 751 433 249 318 202 256 1023 1008 893 58 835 439 89 44 45 350 316 57 41 259
is_linear=0
shrinkage=0.002


Tree=513
num_leaves=31
num_cat=0
split_feature=0 0 4 2 3 2 4 0 2 1 0 3 3 1 1 1 1 1 0 0 1 2 2 0 4 1 1 2 3 1
split_gain=1.28038 1.29057 1.72671 1.20578 2.27315 1.13627 1.12475 2.452 3.59905 2.38787 2.08817 2.44945 2.33966 2.08756 2.08105 1.32475 2.6883 1.30153 2.0723 1.84083 2.23295 1.2603 1.65618 3.04456 3.36633 2.73437 2.66409 2.3945 2.208 1.99656
threshold=105.33378955095002 76.451683855550016 44.952171034750002 -0.23349 -0.23921499999999998 0.20949500000000004 42.094663496250007 86.20003303655001 -0.097294999999999993 62.132955852800002 85.764502819450016 0.087555000000000022 0.087795000000000026 62.111448187750007 62.095317438950012 58.167480110400007 60.613977009100005 80.468240302450013 97.674372337300014 97.39208423365001 72.752365468100024 -0.06483499999999999 -0.086139999999999994 86.256490657300006 41.535369675400013 63.154569942350008 65.611820673600008 -0.079634999999999997 -0.11789499999999999 62.020040611300011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 15 8 -8 14 11 -10 -13 -14 -9 -3 -17 18 19 20 -11 22 28 24 -24 29 -27 -28 -18 -25
right_child=5 6 3 -5 -6 -7 7 9 10 17 -12 12 13 -15 -16 16 21 -19 -20 -21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.0016896478138815798 -0.0019944264117503262 0.0014459644466858462 -0.0025561196483052553 0.0010563454694021727 0.00052774327335532926 0.0010890889633609641 0.00024052107718196443 0.00043076781586207438 -0.0022468572324266037 -1.6729240467079454e-05 -0.0024776551745189909 0.0026581884565020234 -0.002176365304979882 0.0016398377751047617 0.0020049931206040884 -0.0018789698680758485 -0.0012116879194326092 0.00091235832563105505 -0.0013247172352378392 0.0014863813284247348 -0.0024888013689377156 0.00045543402591847364 -0.00029322249103754417 -0.00064556284070188519 0.0019167776617404473 0.001870910693682054 -0.0021959868552270307 -0.00011632690522062101 0.0003661663542485011 -0.0030946736444106317
leaf_weight=3.2609487402951327 1.8757560673402616 3.6674847751855841 1.4829500131309035 2.7173409061506391 2.4163152240216732 0.60851405118592072 9.9707795777358132 14.036337804049255 2.2715335981920344 27.027783804107465 4.1982323452830315 1.1509521603584292 1.4771174276247623 0.87909403629600991 4.1930167675018302 2.2404717123135915 3.5800348566845051 4.7021119786659247 5.2420464982278636 2.9319708757102481 1.4818246408831317 87.273836792446673 6.96105950092897 2.3843178451061275 4.2787289023399353 1.9029030725359906 2.8376335423672581 8.5185120236128533 71.695808765012771 2.7624513357877731
leaf_count=354 696 16 23 28 30 62 127 74 81 324 63 2 48 12 55 48 52 136 148 13 130 678 35 18 24 9 61 89 571 27
internal_value=0.000162495 0.000174605 -0.000521871 5.366e-05 -0.000645097 -0.00123913 0.000199381 2.46259e-06 -0.000592606 0.000201577 -0.00142522 -0.000660623 0.000366756 -0.000752554 0.000792863 0.000278468 0.000256446 -5.88684e-05 -0.00018336 6.93048e-06 -0.000145218 0.00028134 0.000136527 -0.000256026 0.000548074 -0.000747062 -0.000276202 -0.000635985 0.000291125 -0.00196009
internal_weight=290.028 287.544 9.87755 6.61661 3.89927 2.48427 277.666 79.5628 19.9477 59.6151 9.97693 5.7787 3.50716 2.35621 18.2294 198.103 194.436 41.3857 36.6836 31.4416 28.5096 192.195 104.921 29.6456 11.2398 18.4058 13.259 11.3561 75.2758 5.14677
internal_count=4034 3276 435 81 53 758 2841 1213 333 880 206 143 62 60 129 1628 1612 751 615 467 454 1564 886 263 59 204 159 150 623 45
is_linear=0
shrinkage=0.00196078


Tree=514
num_leaves=31
num_cat=0
split_feature=0 0 3 0 0 4 3 0 1 4 0 0 1 1 0 3 2 0 4 1 2 4 1 0 3 1 0 3 0 3
split_gain=1.83555 2.4956 2.10286 1.8263 1.60936 1.60182 1.76618 1.23584 1.24738 3.121 1.55349 2.19121 2.39577 2.97781 1.36998 1.23005 1.22823 1.42641 1.20161 3.5167 2.22499 1.90089 1.20096 1.545 1.16685 2.90291 2.0928 2.3815 1.7722 1.4639
threshold=93.953546284800012 96.163458868000006 -0.10747999999999999 97.878695155250014 85.705356740550016 48.86568841230001 0.10335500000000002 93.805681087600007 69.873026810350026 33.96174662340001 93.399723909900004 91.066142252700018 68.910558799650019 67.649671936450019 90.297243227400017 0.10184000000000003 -0.083424999999999985 97.521130223850008 38.625745710700009 64.02831883475001 -0.13953999999999997 37.038444968100009 78.10777406390001 107.57327517365 0.088655000000000025 73.037342029850024 98.674478761850011 0.087715000000000029 101.10215645365001 0.12201500000000003
decision_type=2 2 2 2 2 2 2 2 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 16 15 6 -2 8 10 -10 11 14 13 -13 18 -1 17 -4 21 -20 -21 -6 24 -24 26 -26 -5 -28 29 -27
right_child=1 2 3 22 7 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 19 20 -22 -23 23 -25 25 28 27 -29 -30 -31
leaf_value=-0.00027037247813433069 -0.00090223459212560519 -0.0020624605709415882 -0.00043836036791908826 0.0018278055501884786 0.00032929524781754303 0.001446991621968783 0.00079116143109033983 0.001395435445602049 0.0023490290609036314 -0.0016230945369296583 0.0014643993958150911 -0.0010684111505887713 -0.0022388388187413294 0.00097705483448337388 0.0011077578450932951 0.00054420413015969634 0.00086206611194653482 0.00089547978166771745 0.00037135284829213335 7.3335026412190714e-05 -0.0023746047412200187 0.0016932348902207934 0.00027920691607708696 -0.0019098436774613045 0.00082043721571869999 -0.0023496752704695351 -0.0022070034710182616 0.0013101440979767908 0.00042946639582541898 -0.00017455454471915503
leaf_weight=26.294683523592539 18.476427737856291 1.5008251686231222 7.30708597879857 1.8946652449667443 9.3849221765995008 1.3092688019387413 2.4814614048227659 4.1503592883236697 0.91665875911712591 3.0087124268757179 4.554852799512445 5.0011759558692557 2.1179644390940657 5.1119215455837548 9.4888040870428068 8.783994207158683 17.80714925378561 4.6662260461598635 98.648261985741556 2.5225656889379025 2.763704625889658 5.9178888052701941 25.279013257531918 1.1995280126866408 2.7831241600215417 4.8751250747591257 1.6340103687252852 1.1758783832192419 1.4851194303482769 1.4188722958788273
leaf_count=798 361 195 56 7 52 42 33 29 2 96 21 65 17 34 64 84 76 32 606 20 39 32 513 551 15 81 64 5 17 27
internal_value=0.000190137 -2.30688e-05 0.000145345 0.000191671 0.000297825 -0.000575392 -0.000701733 0.000381012 0.000352838 -0.000695518 0.000381119 0.000346114 -0.000416192 -3.44785e-05 0.000418545 -6.63957e-05 0.000548222 8.14624e-05 0.000363698 0.000291102 -0.00120647 0.000856757 -6.26872e-05 0.000180039 -0.000483668 -0.0008314 0.000297028 -0.000735152 -0.00142238 -0.00185933
internal_weight=283.96 95.2938 73.0266 71.5258 188.666 22.2672 20.9579 153.588 149.437 3.92537 145.512 140.957 12.2311 10.1131 128.726 35.0787 29.7805 11.9733 119.237 103.935 5.28627 15.3028 41.7453 26.4785 15.2668 10.5622 4.70455 2.80989 7.77912 6.294
internal_count=4034 2075 1639 1444 1959 436 394 1077 1048 98 950 929 116 99 813 882 164 88 749 665 59 84 1280 1064 216 140 76 69 125 108
is_linear=0
shrinkage=0.00188464


Tree=515
num_leaves=31
num_cat=0
split_feature=1 4 0 2 0 4 0 2 3 0 0 1 0 0 1 4 4 1 1 1 1 1 0 4 4 4 1 0 3 2
split_gain=1.58285 0.939364 1.76941 3.36444 2.09347 2.60645 1.98483 2.03572 1.89632 1.54264 1.07401 1.05362 2.23248 1.7867 2.31911 1.5326 2.10851 1.81314 1.66839 1.42136 1.13249 0.990866 2.24397 2.20697 1.3419 1.37326 1.08087 2.86208 2.07651 2.26093
threshold=83.740093847200015 42.094663496250007 86.20003303655001 -0.097294999999999993 86.83719761350001 43.218894539100006 85.764502819450016 -0.083064999999999986 0.087555000000000022 75.462331263550013 67.04476885710001 80.468240302450013 97.674372337300014 97.39208423365001 72.752365468100024 43.157831852650006 42.779078631750004 66.590419433100024 71.504920895500007 63.530954080650012 70.389210771400016 64.407391431150018 88.606203063300015 41.975471476700008 41.218101594450012 40.844669808050007 71.015621515800021 96.163458868000006 0.098545000000000021 -0.031449999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 7 -5 10 -1 -9 12 13 14 15 16 -6 -17 20 -18 -19 22 -11 24 25 26 -23 -28 -29 -30
right_child=-2 2 4 6 11 -7 -8 8 -10 21 -12 -13 -14 -15 -16 17 19 18 -20 -21 -22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0019256727129967509 -0.0014020153068974922 0.00016177062069345602 0.0012849521779934473 -0.0021588898735576244 9.6756557935682321e-05 -0.000718025441502298 -0.0023145291595667271 0.0018736486036051445 0.0012265270009130219 0.00033766056562130884 -0.0020650087747918783 0.00083892571825043918 -0.0012640493176794825 0.0014780769451683278 -0.0024308194238973372 0.0012182959102970908 -0.0022145961797368548 -0.00016683975778708621 0.0010506168130857778 -0.00015105030090439253 -0.0020734499307710594 0.00028451075466621301 0.0016075149505932161 0.0016085842088749466 -0.00057551462620138269 0.0008519698444512722 -0.0016349640646886397 0.00027610188028447 -0.0021274906314411265 8.2386162646554706e-05
leaf_weight=1.1449918277794484 2.2548295140295513 14.899454330559822 10.538050986826418 1.9776680963113902 11.362490450032061 2.9545544236898413 3.8431485779583454 0.29867288051172902 2.4462479366920888 86.430965550825931 1.3918822830310089 4.7649157391570034 5.0979045765125184 2.9349652305245391 1.3992650184081856 6.6536263823509207 2.9312266409397116 3.7156603478360903 2.8665693685179576 1.9908117763698099 1.5758507309947161 42.434663414256647 5.2425564788281909 3.5072723454795769 9.7730496663134527 9.1438477565534395 4.1324238475644952 25.477119003771804 2.9760863163974136 3.6749797542579463
leaf_count=232 757 238 88 51 87 15 63 4 41 543 126 113 159 13 130 35 25 54 18 26 105 310 47 23 130 64 102 321 76 38
internal_value=0.00017065 0.000183425 1.64817e-05 -0.00040506 0.000194727 0.000846348 -0.0012532 -0.000586121 0.000165768 0.000255425 -0.00136916 6.12346e-07 -9.79481e-05 6.98362e-05 -5.73549e-05 4.9446e-05 -0.000349583 0.000488153 -0.000107342 -0.00137996 -0.000734642 0.000268379 0.00041028 0.000139733 8.69559e-05 0.000160663 8.03378e-05 -0.000158599 3.1295e-05 -0.000906445
internal_weight=279.836 277.581 83.643 24.8571 58.7859 13.4926 9.95762 6.11447 4.1368 193.938 1.69056 45.2933 40.5284 35.4305 32.4955 31.0962 16.2845 14.8117 8.15808 4.92204 5.29151 192.793 91.6735 101.119 97.6122 87.8391 78.6953 36.2606 32.1282 6.65107
internal_count=4034 3277 1391 523 868 103 285 222 171 1886 130 765 652 493 480 350 138 212 177 51 159 1654 590 1064 1041 911 847 537 435 114
is_linear=0
shrinkage=0.00188464


Tree=516
num_leaves=31
num_cat=0
split_feature=1 0 4 2 0 0 0 1 4 2 2 2 4 0 0 0 0 3 1 2 1 0 4 1 1 2 3 2 4 4
split_gain=1.5171 2.60629 2.01726 2.67809 2.04087 1.70871 1.51087 1.47279 1.34464 1.48383 2.33121 2.39649 1.58019 1.39465 1.13455 1.12322 3.14413 1.304 1.24565 1.03015 1.29778 1.33503 1.05589 1.02648 2.16621 1.1868 2.03129 1.62241 2.83383 2.83488
threshold=66.590419433100024 85.995710218650018 41.942745071500006 -0.12546499999999997 75.994645973400011 90.407470010750018 107.57327517365 65.611820673600008 43.680097826700013 -0.16276499999999997 0.04932000000000001 0.096390000000000017 47.927946529500012 97.39208423365001 85.925810307250018 91.937202686950016 90.767723400200012 0.12535000000000004 68.910558799650019 -0.083064999999999986 61.977025281250008 67.04476885710001 44.262924377150007 68.20618276945001 68.910558799650019 0.22598000000000004 0.097015000000000032 -0.059424999999999999 38.244973486750006 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 8 -3 15 12 -11 -12 13 -10 -6 16 -2 23 -19 22 21 -21 -5 -17 -25 27 -27 28 29 -26
right_child=6 5 3 19 14 -7 -8 -9 9 10 11 -13 -14 -15 -16 17 -18 18 -20 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0016849919814826435 0.00040932249101349256 0.00047323362945570369 0.0001869993869610431 -0.0021732900568337036 0.0004406983511006421 0.0013243771974990872 -0.0019067882393905295 -0.00048753578299188079 -0.0022427920297944733 -0.0021059622973471095 0.0013670724404486107 -0.0020843486634666785 0.0011421500429772229 0.0009558693946912644 -0.00073928030651960563 -0.001063633040955617 -0.0023865211601445798 0.00083494068372993188 -0.0022516137497245359 0.0018348908307076889 0.00025999267681258277 -0.0021140243538926616 -0.00037058063682827855 0.0015138301816817617 0.00049745030419512729 -0.0019865326767322319 0.00032769145080253594 0.00050212615603117397 0.00018384108726952813 -0.0018521658858212174
leaf_weight=1.8411081616068248 3.681855931878089 93.770170463249087 11.816569891991096 4.0687024709768593 35.882047285791487 7.9247309602797023 1.4153053357877059 6.0316360890865317 1.2710701046744364 3.7996043720631842 1.9479459407739343 1.1285401730565352 2.8632565033622086 0.78204327845014621 3.1481692716479293 2.2596031930297604 2.334559355629608 0.67560341954231207 1.4856957735028116 0.3546182774007306 3.2269346113316715 2.1339166212128475 1.6109996642917392 4.4000627100467673 2.7963764149462715 2.4069699489045879 3.0596084962598979 39.077183431014426 43.02788490394596 5.2446046762051992
leaf_count=233 42 556 203 92 250 55 649 39 66 318 6 61 26 17 19 17 50 2 55 4 75 126 18 17 36 84 24 284 453 157
internal_value=0.000188453 0.000303022 2.06382e-06 -0.000441642 0.000254054 0.000482053 2.92704e-05 0.000415168 5.16858e-05 -0.00055324 -0.00111853 0.000100996 0.000237381 -0.0010244 0.000345522 0.000116272 -0.000675553 0.000161889 -0.00128678 -0.00109353 -0.000528651 -0.0015513 -0.00166197 0.000192504 0.000220884 0.000161383 -0.000691276 0.000213089 -8.07785e-06 -0.00103505
internal_weight=295.467 171.81 64.0831 23.2117 40.8713 107.727 123.658 99.8018 122.242 11.7925 6.87609 3.07649 4.91637 2.05311 39.0302 110.45 6.01642 104.434 2.1613 11.3952 5.71547 2.48853 5.6797 102.272 100.013 95.6126 5.46658 90.146 51.0689 8.04098
internal_count=4034 1670 1020 518 502 650 2364 595 1715 494 385 67 109 83 269 1221 92 1129 57 315 205 130 110 1072 1055 1038 108 930 646 193
is_linear=0
shrinkage=0.00188464


Tree=517
num_leaves=31
num_cat=0
split_feature=1 4 0 0 2 0 0 0 2 0 0 3 1 0 4 1 4 4 1 0 3 0 1 3 4 2 4 4 3 2
split_gain=1.48293 1.27972 2.08627 1.72125 2.52821 2.48124 1.77581 1.32848 1.73542 1.46904 1.77792 1.12157 1.10504 2.42036 2.06937 1.62788 1.54779 1.37834 1.58796 2.37202 2.08057 1.84329 1.91543 1.57489 2.41784 1.79638 1.21637 1.74975 1.19704 1.14536
threshold=83.740093847200015 42.094663496250007 75.462331263550013 86.329079026800017 -0.097294999999999993 86.83719761350001 86.643628628100018 85.764502819450016 -0.083064999999999986 85.57631075030001 67.04476885710001 0.10661000000000002 64.407391431150018 88.606203063300015 41.975471476700008 65.29995953045001 41.218101594450012 40.80591513400001 71.015621515800021 96.163458868000006 -0.059734999999999996 97.39208423365001 80.468240302450013 0.090735000000000024 39.952536079750011 -0.046635000000000003 39.458743938000005 40.206947806850003 0.088075000000000028 -0.10423499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -5 8 -6 10 -10 -9 13 -4 15 29 17 18 -17 20 -20 28 23 24 -23 -25 -24 -28 -21 -14
right_child=-2 3 12 5 7 -7 -8 11 9 -11 -12 -13 14 -15 -16 16 -18 -19 19 21 -22 22 26 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0018870300275962296 -0.0013462132551800559 5.4580144394705037e-05 0.00033833200063118271 0.00025409406911563835 -0.0020878374569844845 -3.1834593986224614e-05 0.001706280278313446 -0.0023527316221898728 0.0021086159381097369 0.0011374050879539024 -0.0019187656783142366 -0.00040457552861783257 -0.00012119084205036552 0.0016065766860144989 0.0015572947651777398 0.0003658039277475371 -0.00058696117501496096 0.00086229031831384841 0.0010808993490466611 -5.2550441730752389e-05 -0.0021443293212795437 -0.0014378537321968806 0.00078092535310583051 -0.0022475877655121672 0.0013176221653527533 -0.00034523834879716367 -0.0024676107592707911 0.00045305905381578398 0.0011413786464227063 -0.0023867865479821676
leaf_weight=1.5475215186597768 2.2223625171754966 16.75079387892038 88.260456095216796 6.2040873207151872 1.7090132604353145 45.377400815894362 5.3572209179401398 3.5307664778083563 0.48495156876742518 2.276035123039037 1.6388824821915475 1.4124756287783382 1.5395221374928953 5.4547764658927909 3.3804470575414589 42.410501978592947 9.3183595028240216 9.6907321009784919 0.86157488543540228 5.2608788423240203 3.2916306068655095 2.0406320072943362 6.063806332414968 3.7587978364899692 2.3267507823184133 3.0858835483668434 1.1333599342033269 1.8325804939959196 6.3001048639416695 1.5079564149491478
leaf_count=232 757 242 543 34 51 765 58 53 4 22 145 17 14 47 23 279 122 64 8 29 94 74 98 94 13 36 44 18 25 29
internal_value=0.000157234 0.000169006 0.000249958 -2.1156e-05 -0.000398 0.000162855 0.000927001 -0.00108394 -0.000507691 0.000106076 -0.000999162 -0.00179607 0.000266701 0.000412151 0.000135386 8.75215e-05 0.000129138 0.000204917 0.000123627 -0.000162023 -0.00147526 9.47572e-06 -0.000326699 -0.000836772 3.01435e-05 -0.00138992 0.000306648 -0.000663002 0.000598076 -0.00124226
internal_weight=286.03 283.808 199.066 84.7416 27.8029 56.9387 11.5613 11.0521 6.10888 4.39987 2.12383 4.94324 197.519 93.7152 103.804 100.423 97.3756 88.0572 78.3665 35.956 4.15321 31.8028 20.2418 11.2121 4.36738 6.84468 9.02975 2.96594 11.561 3.04748
internal_count=4034 3277 1886 1391 534 857 92 292 222 171 149 70 1654 590 1064 1041 998 876 812 533 102 431 377 217 87 130 160 62 54 43
is_linear=0
shrinkage=0.00184769


Tree=518
num_leaves=31
num_cat=0
split_feature=1 0 4 0 4 1 0 0 2 2 3 2 4 2 4 2 3 1 4 0 4 2 3 4 4 1 4 0 1 0
split_gain=1.87867 2.69008 1.89518 2.39031 2.1811 1.67675 1.51488 1.43408 1.42188 2.94449 2.68514 2.08557 2.31869 1.96302 3.78334 2.06583 1.92148 2.63338 1.48611 1.35094 1.69634 3.66981 1.23229 1.21119 1.49126 1.16997 4.84925 1.80068 1.36334 1.15593
threshold=66.590419433100024 85.995710218650018 41.942745071500006 85.812895065800021 42.434124620650003 66.351146659450009 107.57327517365 75.994645973400011 -0.059424999999999999 -0.016334999999999999 0.083495000000000028 -0.08786999999999999 38.804080188450008 0.048475000000000011 36.957836847500012 0.070580000000000018 0.11379500000000002 68.20618276945001 33.708131650200009 85.791387400750025 42.719328117250008 -0.22932499999999997 0.084565000000000015 39.952536079750011 38.334060527150008 64.407391431150018 38.625745710700009 88.606203063300015 62.837331883000012 85.925810307250018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 25 8 -1 10 -10 18 22 -13 14 -11 -15 17 -17 -2 20 -6 -22 -12 24 -19 27 -27 -3 -29 -9
right_child=6 5 3 -5 19 -7 -8 29 9 13 11 12 -14 15 -16 16 -18 23 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0014285074989740779 0.002097795934293223 0.00041608460056638563 -0.0020750125053529511 -0.002129700335750725 0.00096491230456962978 0.0014925675648759299 -0.0018001590893623612 0.00040457320994955739 0.00085828467971002 0.0015386998284476891 0.0017704281622557641 -0.00216174868730793 -0.00023797130402069519 0.00079005897095220617 -0.0018274278565554157 -0.0027707963245093498 0.0010893790513801388 -0.00016079561513991476 -0.0010775313771716776 0.0017199008664936111 0.00021930706760038757 -0.0017297504081150688 0.00017490017849286634 0.00021650347658706679 -0.0018218888953746887 0.00058160496073998973 -0.001642233995668716 0.00026401821150394552 0.0016602000530288813 -0.00068386827049028741
leaf_weight=1.5553633495001111 0.48638140503317018 78.696627113968134 1.7929770357441217 2.2646526582539073 3.4077967857010725 4.882591985166072 1.4270257722091617 35.599898453336209 17.26495179819176 1.4004317699000228 1.5909921769052733 2.3447282717097542 12.565877637825905 10.484299840754828 4.2461747415363789 1.359022706747061 3.2504435591399661 4.930240677669647 10.511131844134068 1.3033001944422711 9.0658799635712128 4.5891953647369421 37.799311558599584 9.5828111929586139 2.6054076803848147 11.442921034991739 4.2379993367940179 3.2489688172936422 6.8705336675047874 3.368551403284072
leaf_count=233 4 453 55 39 40 30 649 250 116 6 8 62 142 73 72 30 19 76 495 5 175 204 437 135 40 52 42 17 56 19
internal_value=0.000187666 0.000307005 1.45138e-05 -0.000399739 -0.000205397 0.000475333 1.88881e-05 0.00024374 4.04441e-05 0.000250478 -0.000136863 2.52079e-05 -0.00054049 -2.67029e-05 -0.000992584 0.00014261 -0.000169801 -0.000391308 -0.000937098 -2.28779e-05 -0.000155995 -0.000435732 0.000239344 -0.000202402 -0.000735109 0.000427803 -1.94202e-05 0.000506763 0.00121194 0.000310485
internal_weight=294.176 172.327 62.9476 22.4238 20.1591 109.38 121.849 40.5238 120.422 55.1238 65.2984 54.3009 14.9106 37.8588 5.64661 32.2122 21.7279 18.4775 10.9975 18.3662 17.0629 13.6551 39.3903 17.1185 7.53565 104.497 15.6809 88.8161 10.1195 38.9684
internal_count=4034 1670 1020 518 479 650 2364 502 1715 567 1148 649 204 451 78 373 300 281 499 424 419 379 445 251 116 620 94 526 73 269
is_linear=0
shrinkage=0.00177594


Tree=519
num_leaves=31
num_cat=0
split_feature=1 4 0 2 1 2 0 3 2 0 0 0 1 4 0 4 1 4 1 0 0 3 1 4 0 2 1 2 2 2
split_gain=2.39135 1.42401 2.58782 3.50416 3.08716 1.92506 1.78437 1.72194 1.62548 1.45979 1.42981 1.29687 1.27205 2.20959 1.37539 1.23581 1.31498 1.27957 1.35692 2.63613 2.32135 1.70678 1.53398 2.31976 1.63755 1.49265 1.41546 1.26826 3.60323 2.38841
threshold=83.740093847200015 42.094663496250007 86.20003303655001 -0.097294999999999993 67.074341896550024 0.096390000000000017 85.764502819450016 0.076130000000000017 -0.083064999999999986 85.57631075030001 67.04476885710001 76.451683855550016 66.590419433100024 41.942745071500006 87.009258933850006 41.385032804600009 77.946466576100008 40.80591513400001 71.246828915000023 96.163458868000006 97.39208423365001 -0.059734999999999996 77.946466576100008 39.952536079750011 103.33357670195001 0.17076500000000003 73.037342029850024 0.070580000000000018 0.20167500000000002 -0.061874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 -4 7 8 -6 -5 10 -10 -1 14 15 -13 17 -17 18 27 21 -21 -20 23 26 25 -24 -22 29 -29 -14
right_child=-2 2 4 6 5 -7 -8 -9 9 -11 -12 12 13 -15 -16 16 -18 -19 19 20 22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012984924710442525 -0.0014835620543045787 9.070210721205255e-05 0.00065304823661169631 -0.0021990340804345265 -0.0020676937682808779 -0.0022350894259943414 -0.0023795544043278532 2.5598699022718525e-05 0.0020251927485207839 0.0010226955089407117 -0.0020017705822885572 0.00032492183203089995 4.2839609001815768e-05 0.0014829708097209727 0.00078371087550538788 -0.0015237098490726178 0.00038471504797790083 0.00072908787781063983 0.00085712226640433553 0.0006994374436619298 0.00043588896187525176 -0.0022502708580496625 0.00061641569295947803 0.00012930894904672927 -0.0020096740701463587 -0.0011102859898365607 -0.0023161253299827885 -0.0021093615013288614 0.00064543006380146195 0.0013143196610919446
leaf_weight=1.8104645088314999 3.034132811590097 15.350177325773986 32.1702736672014 1.9097844632342456 1.5345961843850151 1.6293792061042029 3.9289888422936201 27.035559398878831 0.40421954588964437 2.2064532986842096 1.6799982001539318 74.156308048870414 12.67763702408411 4.4694213899783781 35.80575217679143 3.4077193900011471 2.1927501289173961 12.252199829556046 0.81308305822312821 11.214741286821662 0.82810172066092658 3.3218061411753288 9.3050403711386007 3.8332721441984177 1.2902521523646999 2.3091600476764134 4.1607401788933203 2.6910933554172507 5.0418375544250011 9.5887115206569433
leaf_count=245 757 238 210 51 118 75 63 465 4 22 145 467 108 34 233 48 22 91 8 50 7 90 77 28 110 44 111 25 40 48
internal_value=0.000214159 0.000231982 2.77917e-05 -0.000488408 0.000238672 -0.000202745 -0.00136599 -8.68389e-05 -0.000723737 -6.70801e-05 -0.00122077 0.00032115 0.000335859 0.000165556 0.000474312 9.6226e-05 -0.000776505 0.00015784 5.34944e-05 -0.000192448 -1.08432e-05 -0.00163923 -0.000377473 -0.000995244 4.4865e-05 0.000273109 -0.00185932 0.000357455 -0.000313249 0.000590386
internal_weight=292.054 289.02 87.8494 25.4796 62.3698 30.1995 10.1294 28.5702 6.20046 4.29067 2.08422 201.17 199.36 89.3976 109.962 84.9281 5.60047 79.3277 67.0755 37.0762 32.9413 4.13489 21.7266 8.82211 12.9045 11.6142 4.98884 29.9993 7.73293 22.2663
internal_count=4034 3277 1391 523 868 658 285 583 222 171 149 1886 1641 941 700 907 70 837 746 525 427 98 377 146 231 121 118 221 65 156
is_linear=0
shrinkage=0.00192234


Tree=520
num_leaves=31
num_cat=0
split_feature=1 0 4 4 2 1 3 2 1 0 1 3 2 3 1 2 3 3 4 2 2 3 4 2 1 0 2 2 0 3
split_gain=1.81923 1.53054 1.7507 3.22536 2.65662 1.55078 1.94904 1.32714 1.2793 1.83938 2.82334 1.9481 2.60425 1.69764 1.47526 1.56269 3.29282 1.21619 1.52501 2.43988 1.68993 1.75592 1.26149 1.71739 1.89871 2.35603 1.7805 1.26317 1.66777 1.18769
threshold=83.740093847200015 85.667718326750006 44.421469061800003 47.709122305950011 -0.16276499999999997 61.982402197500001 -0.16320999999999999 0.04932000000000001 69.999384342500022 96.163458868000006 71.104340634100012 0.090390000000000012 -0.059424999999999999 0.08376500000000002 70.776348742200014 -0.061874999999999999 0.091935000000000031 0.10065000000000003 42.522337019050006 -0.083954999999999988 0.22598000000000004 0.097015000000000032 41.827117825850003 -0.054619999999999995 83.116371560950014 98.142164052000012 -0.094519999999999993 -0.090495000000000006 102.11570516885001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 8 -4 -5 29 -7 -6 -3 10 11 12 -10 -12 15 16 -13 18 20 -20 22 -22 23 24 25 -11 -27 -28 -29 -1
right_child=-2 2 3 4 7 6 -8 -9 9 17 13 14 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.00047612533743163725 -0.0014273265488828301 0.00038504033024714166 -0.0019588236496770528 0.0011918474334437557 -0.0022376685642068778 0.00074497321037536167 -0.0017605578852390958 0.00060433623599719934 -0.0024597505135012764 0.00044677104130054647 -0.00028467780908054632 0.00123119974839513 0.00020642305000112787 -0.0022083133504391893 0.0018593784861202403 0.00098409503980636474 -0.0024246843511157479 -0.00032214285495718283 -0.0016871749491568461 0.00045824607991721769 -0.002273961054206229 0.0011926663569803522 0.0012373159539456687 0.00091919215841445483 0.0017693989260527422 -0.0022845069567316943 0.0011158227557553049 -0.0024550876069474878 0.00040727293676465036 0.0003102967134524242
leaf_weight=12.29533690097742 2.6935650928935493 158.0143531402573 3.8819828519481216 4.4709965544752777 1.8144482560455801 1.6318451589904723 4.4453055048361412 0.96914282720535982 2.3024558173492551 10.219080572947854 3.049328517750836 1.7480425313115122 3.6278912257403197 4.1840157008264214 2.5951447840780011 4.1962420567870122 2.0675231309141964 11.496676077600567 3.356209309771657 5.1887964792549592 1.6082015845458948 0.86332660168409336 9.4884413555264455 15.59830313688145 2.1953967921435824 2.67361051461193 1.628460793290287 1.5538054229691689 1.5768244303762911 18.481326391454786
leaf_count=354 757 969 192 41 126 23 257 11 47 62 54 8 31 139 10 35 34 152 97 42 69 4 46 91 13 93 6 34 29 208
internal_value=0.000176844 0.000191382 0.000244319 -0.000516301 0.000255604 -0.000182612 -0.00108777 -0.00124819 0.000278306 9.3412e-05 -0.000375603 7.13157e-05 -0.000828718 -0.00139737 0.000574525 0.000158341 -0.000749797 0.000258709 0.000378062 -0.000384408 0.0005155 -0.00106304 0.000602325 0.000432343 4.97191e-05 -0.000164162 -0.00100412 -0.000284814 -0.00101338 -3.88043e-06
internal_weight=299.916 297.223 260.369 11.1366 7.25459 36.8538 6.07715 2.78359 249.232 91.2178 23.7706 16.5373 5.93035 7.23334 10.607 8.01181 3.81557 67.4471 55.9505 8.54501 47.4055 2.47153 44.9339 35.4455 19.8472 17.6518 7.4327 4.75909 3.13063 30.7767
internal_count=4034 3277 2435 370 178 842 280 137 2065 1096 358 165 78 193 87 77 42 738 586 139 447 73 374 328 237 224 162 69 63 562
is_linear=0
shrinkage=0.00196078


Tree=521
num_leaves=31
num_cat=0
split_feature=4 0 2 0 2 0 4 1 0 4 4 2 4 4 1 0 0 0 4 0 4 0 4 3 3 3 4 0 3 2
split_gain=0.277437 0.859816 1.95292 1.54475 1.49897 1.43133 2.09605 1.2245 0.868126 0.75985 0.703308 0.832492 0.604942 1.57119 1.40042 1.13935 0.764252 0.723266 0.79698 0.776673 1.08112 1.45254 0.765633 0.722334 1.45665 0.772009 1.62242 0.586298 0.581263 0.555163
threshold=42.094663496250007 86.20003303655001 -0.097294999999999993 85.764502819450016 -0.083064999999999986 86.83719761350001 43.218894539100006 61.977025281250008 67.04476885710001 42.066503896600004 42.233786329550007 -0.62218499999999988 42.558389508100007 43.157831852650006 66.590419433100024 101.55650587770002 94.203572890950014 102.03236296680001 43.680097826700013 95.469836670350006 48.86568841230001 96.741477366050006 43.384297312450009 0.087555000000000022 0.09450500000000002 0.08572500000000001 43.047778594550003 86.643628628100018 0.098105000000000026 -0.23349
decision_type=2 2 2 2 2 2 2 2 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 28 4 -4 6 27 8 -6 -1 -7 -12 15 23 -15 16 -13 18 22 -20 21 -21 -16 25 -25 26 -14 -3 29 -2
right_child=1 5 3 -5 7 10 -8 -9 -10 -11 11 12 13 14 17 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0018228974779443232 -0.0047215981584493279 0.017228456896007834 -0.047212737273152929 -0.050440313964421647 0.043117656647220427 -0.034162770481647529 -0.016767396796343547 0.028528148453966656 -0.046760091438308782 0.028550028466850133 0.04089868420231145 0.011274383098806896 -0.040551189019352347 0.020876897547808866 -0.0067710313779045239 0.037628054625219329 -0.016218866110101749 -0.045086171430450059 -0.034228124578807723 -0.059297270624820313 0.027097507858115957 0.0025996222363461816 0.032937765742222444 -0.061915005170825481 -0.01113138170926386 0.019427855722054837 0.020894206753297791 0.040687426641796073 -0.025880009758895584 0.014962164544871778
leaf_weight=156.07381362165688 5.1175979098770759 4.9594481606036407 1.3562862975522882 2.8654249329119921 0.2472155073191955 1.1966244562063355 2.7241895031183949 1.8129222710849715 0.90644878020975739 1.9465573872439552 0.83594879892188956 4.4355077371001226 2.2195223555318102 5.0886356476694372 1.7308080375660178 1.7955747402738778 3.1079326532781124 0.79738923504191994 1.9506037810933774 0.98671633517369661 1.5274731710087506 2.2429175051220227 1.7803839299594981 1.7747732657589947 2.4032082371413708 1.3018567609833551 1.1947825951501725 3.14773253723979 1.2117236256599415 5.2431026753038195
leaf_count=2313 172 32 51 63 4 25 15 57 110 15 10 28 48 35 17 45 43 363 230 24 42 51 24 30 30 18 17 56 15 51
internal_value=0.00118542 -0.00113044 -0.00882953 -0.0262335 -0.0101879 0.00192961 0.0154957 0.00673941 -0.0275004 0.00215213 -0.00211043 -0.00102001 -0.00204051 -0.00548946 0.00243109 0.00719181 -5.29639e-05 -0.00608938 -0.00304643 -0.0116364 -0.0023729 -0.0163111 0.0133637 -0.0198315 -0.0327039 -0.00842803 -0.0190493 0.0263367 0.00198105 0.0052395
internal_weight=223.983 65.9628 18.7607 7.1883 4.32287 47.202 10.8314 2.96659 1.15366 158.02 36.3707 35.174 34.3381 24.9991 16.1049 9.33902 7.54344 11.0163 10.2189 6.70771 4.75711 3.22963 3.51119 8.89414 4.17798 4.71616 3.4143 8.10718 11.5724 10.3607
internal_count=4034 1706 523 285 222 1183 103 171 114 2328 1080 1055 1045 929 786 116 71 751 388 347 117 75 41 143 60 83 65 88 238 223
is_linear=0
shrinkage=0.0425139


Tree=522
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 2 2 3 2 2 1 3 3 4 2 4 2 3 3 1 4 0 0 1 4 3 1 4 1 0
split_gain=2.06327 1.37728 1.3967 1.79071 2.07042 2.57991 1.71614 3.18971 2.59913 1.83145 3.10532 1.5146 1.4086 1.39259 1.34966 3.67982 1.99627 1.34333 2.61931 1.46286 1.34263 1.45663 2.72659 1.4389 1.3345 1.26688 1.22466 1.42153 1.20002 1.95949
threshold=83.740093847200015 76.451683855550016 91.066142252700018 85.995710218650018 41.942745071500006 -0.12546499999999997 -0.061874999999999999 0.083495000000000028 -0.016334999999999999 -0.08786999999999999 70.776348742200014 0.09914000000000002 0.084565000000000015 44.952171034750002 0.048475000000000011 36.957836847500012 0.070580000000000018 0.087555000000000022 0.088350000000000026 62.079186690200011 33.708131650200009 97.752337623100019 98.413698323200009 83.468559576050012 43.426640904350009 -0.26958499999999996 75.077881750900005 40.206947806850003 58.167480110400007 85.121961326250016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 28 -6 7 20 26 12 -11 -12 -9 -1 15 -10 -16 -7 -19 -20 -4 24 -23 -24 -22 -5 -8 -28 -3 -30
right_child=-2 2 6 25 5 17 8 9 14 10 11 -13 -14 -15 16 -17 -18 18 19 -21 21 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0016159033745001862 -0.0014507070486650983 0.0014556841911642835 0.0021210126125676262 -0.0010296462688164543 0.00055598862744582684 -0.0021560740370890979 0.0012876244637637778 0.0019056120599844288 0.0017190839291086489 -0.0021458403540000866 0.00038474871107106956 -0.0013649917892459265 0.00018282191304796553 8.8185139826989018e-07 0.0008542830218646305 -0.0018117456605739682 -0.00017497608678149909 0.0020094146596484233 -0.0021388991708979569 -0.00028368417681055711 -0.0025669392851866962 0.0021244901466608073 -0.0020489754557850314 0.0018386564224652571 -0.0006736355026626846 0.00051598541490144474 -0.00067715616927983857 0.0010855097741678452 -0.00066722490092066176 0.00044264241472080672
leaf_weight=2.9327957355417293 2.780822719243587 3.0839565843343726 0.4486569263972332 1.9952278567943711 5.4414086909964672 3.0234689614735526 11.668300688033925 1.8437368944287218 1.4978367052972306 3.4030048947315725 7.8062451493460667 2.3871895361226052 35.958641633857042 5.9887474658899009 10.641413632314654 4.0135541050694883 20.14779823157005 1.1660821400582788 2.875578261911869 3.4610046297311783 3.7610764922574145 1.147996128536761 2.2027225004858342 0.41869155457243312 2.169193881447427 109.9449527587276 3.1771545568481079 3.6138868574053049 7.4827322179917237 27.417574840597808
leaf_count=354 757 15 8 21 96 104 64 9 6 56 62 52 392 81 68 70 261 5 76 44 59 4 198 6 160 684 40 27 129 126
internal_value=0.00019729 0.000213032 0.000236541 0.00034978 6.20936e-05 -0.000518722 7.50261e-05 -0.000145231 0.000322583 4.92252e-05 -0.000555833 -2.50211e-05 0.000266848 -0.000530607 2.39325e-05 -0.000852168 0.000180758 -0.00107429 -0.000638341 -0.00112559 -0.0011301 -0.00128048 -0.000346099 -0.00142804 -0.0018744 0.000488436 0.000909884 0.000260855 0.000306253 0.000204683
internal_weight=293.901 291.121 282.199 165.892 53.9518 15.9675 116.307 61.5472 54.7599 51.3988 13.5964 10.1934 37.8024 8.92154 36.3006 5.51139 30.7892 10.5261 7.50267 6.33658 10.1483 9.69968 3.76941 2.62141 5.93027 111.94 18.4593 6.79104 37.9843 34.9003
internal_count=4034 3277 2842 1300 595 325 1542 1006 536 571 170 114 401 435 405 76 329 229 125 120 435 427 208 204 219 705 131 67 270 255
is_linear=0
shrinkage=0.00192234


Tree=523
num_leaves=31
num_cat=0
split_feature=1 4 0 0 2 1 2 0 3 2 0 3 0 2 2 3 3 1 0 4 4 1 4 4 1 0 0 3 1 3
split_gain=1.82421 1.42286 1.48722 1.36859 2.75833 1.87461 2.00744 1.84899 1.79111 1.35658 1.32477 1.30034 1.29476 1.22805 2.09653 2.21919 1.82716 1.09809 2.60525 1.83299 1.49504 1.45828 1.5006 1.52912 1.75269 2.48915 2.06702 1.96898 1.75656 1.93702
threshold=83.740093847200015 42.141702038450013 76.451683855550016 86.20003303655001 -0.097294999999999993 67.074341896550024 0.096390000000000017 85.764502819450016 0.076130000000000017 -0.083064999999999986 85.57631075030001 0.10507500000000002 67.04476885710001 0.04932000000000001 -0.075639999999999999 0.083495000000000028 0.076615000000000016 64.407391431150018 87.009258933850006 41.975471476700008 41.50623664750001 65.29995953045001 41.218101594450012 40.80591513400001 71.246828915000023 96.163458868000006 97.39208423365001 -0.059734999999999996 80.468240302450013 0.090735000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -3 -5 8 9 -7 -6 12 -1 -11 14 15 16 -10 18 -4 21 -20 -19 23 24 -23 27 -27 -26 29 -28
right_child=-2 3 17 5 7 6 -8 -9 13 10 -12 -13 -14 -15 -16 -17 -18 19 20 -21 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.0019845808089896831 -0.0014445331362053409 8.8872357325312865e-05 0.00028069210906471719 0.0004843150018880916 -0.0021270193789882951 -0.0020537308346829605 -0.0022798260302389945 -0.0023439202608183246 0.0018689704225131501 0.0019204275052361174 0.0010443925278439965 0.0020652892802471286 -0.0019941246125617118 0.0008790912199030795 -0.0021756010223832551 0.00033573185215621791 -0.0018304341739114982 -0.001195304501159754 0.0013797169097075632 0.0014808438997427906 0.00018886302795492133 0.00039559533237117355 -0.00054915685846747178 0.00092993996962633177 0.001100880196851173 0.00067994511167455876 0.00015750898399872446 -0.0022256455631684754 0.00028090283458712459 -0.0014354413536331054
leaf_weight=1.7844309016363689 2.5421708751237011 15.514909075340258 75.565254550194368 29.179868070408702 1.4852013997733591 1.6046182648860909 1.6230779481120396 3.4887159615755081 0.57920037128498281 0.3962441897019725 2.1675407751463354 0.35052848607301701 1.4727503681788219 5.1648384574800721 1.7593783310148818 15.783309697639195 3.3293033794034272 3.0500247031450263 14.608871143311264 3.7578742243349543 5.3124875202774993 45.402730094501749 10.120737729128448 10.268016385845838 0.81887537427246559 11.165428424254058 4.5540113167371619 3.3373196376487604 9.4085379166062904 7.4123925601597875
leaf_count=245 757 237 453 205 50 118 75 62 9 4 22 2 143 21 49 160 223 43 101 26 31 287 122 64 8 50 87 90 160 130
internal_value=0.0001768 0.00019099 0.000276484 -2.07434e-05 -0.000402424 0.000137852 -0.000200904 -0.00124838 -8.13375e-05 -0.000556198 2.17696e-05 -0.00131965 -0.0011642 3.75735e-05 -0.00016504 1.45948e-05 -0.00128222 0.000293125 0.000443727 0.00016155 0.00106215 0.000114574 0.000153556 0.000230553 0.000143082 -0.00016934 9.58828e-06 -0.00157024 -0.00034058 -0.000829218
internal_weight=293.009 290.466 206.918 83.549 24.5254 59.0236 29.8437 9.01045 28.2206 5.52174 4.03654 2.13496 1.86899 26.616 21.4512 19.6918 3.9085 204.783 95.4866 109.296 19.9214 105.538 102.488 92.3673 82.0993 36.6966 32.5404 4.1562 21.3749 11.9664
internal_count=4034 3277 1899 1378 518 860 655 281 580 219 169 247 147 462 441 392 232 1652 585 1067 132 1041 998 876 812 525 427 98 377 217
is_linear=0
shrinkage=0.00192234


Tree=524
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 1 3 3 4 0 3 1 3 4 3 0 2 3 2 2 4 0 4 2 2 3 2 4 2 2
split_gain=1.42851 2.53888 1.82205 1.69365 1.51872 2.98596 1.39757 1.31225 2.06928 1.2911 1.26496 2.22336 1.38584 1.65298 1.35737 1.98227 1.13862 2.46172 2.19938 1.79372 2.1368 1.45385 3.24124 2.31797 1.51819 1.8661 1.83239 1.17328 3.43595 1.18768
threshold=66.590419433100024 90.297243227400017 89.953120586650016 85.705356740550016 38.625745710700009 64.02831883475001 0.10184000000000003 0.11531000000000002 39.577821550850011 107.57327517365 -0.15572 61.982402197500001 -1.0000000180025095e-35 37.999598532650005 0.078905000000000017 78.626646483100004 -0.059424999999999999 0.083495000000000028 -0.016334999999999999 -0.08786999999999999 38.804080188450008 94.940210418650011 38.179089776100007 0.15844000000000005 0.22598000000000004 0.097015000000000032 0.048475000000000011 42.283941020600004 -0.079634999999999997 -0.075639999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 10 -8 -9 16 -1 12 13 -12 -14 -16 17 -2 -18 -19 -21 22 -20 -24 26 -26 -23 28 -22 -30
right_child=9 -3 -4 4 5 -7 7 8 -10 -11 11 -13 14 -15 15 -17 18 19 21 20 27 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.00030210649261313774 -0.0010695816043601375 0.0013648725298742075 -0.0016485508480224712 0.0010916327109664072 0.00039874444885010766 -0.0012821923194157958 0.0010716100996657424 0.0013348495343874919 -0.0025269163408843005 -0.0021137532242512863 0.00058835775578956382 -0.0020288761934434967 0.0016090825931852364 -0.0025156172386844172 -0.0024242580277669809 0.0001693689094957714 0.00089213519272931456 0.00026969174850730086 0.00060845304019783932 -0.002500772961781415 -0.0027096711211050664 -0.0011229549845736852 -0.0028368156458157831 -0.0003269522833475977 -0.0024294342890796828 0.00020369078153815935 0.00073832704015671302 0.0007217576068580296 0.0011519902906812574 -0.00069905643797722099
leaf_weight=8.9147914279601519 10.512972572876604 9.5779090225696546 2.1607130393385878 12.539358109235762 102.6786642074585 4.8309360630810252 6.7399667855352146 1.1392873600125315 1.2937264218926428 1.2235466786805762 1.1361559722572558 4.0297223289962849 2.0590311102569165 2.1985208365367725 1.5476696393452565 7.6258595476392657 16.888341418933123 39.032681243144907 5.1164558520540577 2.1732978724176055 2.5578601306769979 2.6408644160255852 3.3136815030593425 3.1183911612024531 1.8674197220243502 3.1696462947875261 18.392258495907299 3.7482208274304858 2.874798256903885 3.1956816613674182
leaf_count=223 499 64 20 70 599 45 40 13 28 649 53 249 15 104 63 84 116 445 27 62 49 35 93 45 83 25 143 34 16 43
internal_value=0.000196066 0.00032011 0.000257133 0.000283404 0.000403475 0.000323212 -0.00010952 0.00059678 -0.000718599 2.16644e-05 -0.000345015 -0.000655225 -0.000275233 -0.00145806 7.59207e-05 -0.000268203 4.36941e-05 -0.000145104 0.000265704 3.62803e-05 -0.000589889 -1.55232e-05 -0.000632699 -0.00161999 0.000257872 -0.000772502 0.000504629 -0.000254342 -0.000678367 0.000177544
internal_weight=288.298 168.472 158.894 156.734 120.049 107.51 36.6847 9.17298 2.43301 119.826 27.5118 18.597 14.5672 3.33468 11.2326 9.17353 118.603 64.0955 54.5071 53.5825 14.5499 37.6187 11.5485 6.43207 26.0702 5.03707 21.0331 12.3766 8.62834 6.07048
internal_count=4034 1670 1606 1586 714 644 872 81 41 2364 791 568 319 157 162 147 1715 1148 567 649 204 451 165 138 286 108 178 142 108 59
is_linear=0
shrinkage=0.0020895


Tree=525
num_leaves=31
num_cat=0
split_feature=1 0 0 4 0 4 2 2 2 3 4 3 0 0 0 4 2 2 3 3 0 4 2 3 0 2 3 0 1 3
split_gain=1.96231 2.90536 1.96814 1.99218 2.20252 1.97854 1.61796 2.18134 2.36253 1.73382 1.42174 1.78065 1.59055 1.65135 1.40272 1.39147 1.7487 1.72896 1.28639 2.15265 1.4404 1.23303 3.35929 1.21273 1.21103 1.95224 1.56378 1.12209 1.10189 1.09854
threshold=70.171445662850019 94.773526014550015 85.995710218650018 41.942745071500006 85.812895065800021 42.434124620650003 0.22598000000000004 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 39.110279783550006 0.087555000000000022 94.203572890950014 94.625660817400004 85.791387400750025 41.257403903850005 0.18145000000000003 -0.056724999999999998 0.11243000000000002 0.10433500000000002 76.451683855550016 42.719328117250008 -0.22932499999999997 0.097015000000000032 96.039789794050009 -0.101395 0.089850000000000027 69.018097124900009 61.998532946250002 0.098075000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 3 15 5 -5 7 8 9 -3 -2 -12 -13 -14 21 16 18 -17 19 20 -1 -7 -23 -8 25 -11 -26 -24 -19 -9
right_child=1 6 -4 4 -6 14 23 29 -10 24 11 12 13 -15 -16 17 -18 28 -20 -21 -22 22 27 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0019932949493960852 -0.0024423422211357153 -0.00095052216792696333 0.00043072976099822697 -0.0022333192537554213 -0.0022649867706773896 0.00083528877485624178 -0.0022332998629877657 0.00066638821566528518 -0.0024146025024882273 0.00073339913765693807 -0.0020351139050258237 0.0016871477435758623 -0.0020748364112738735 0.001222558593816127 0.0018729259346756792 0.0011726564924427563 0.0013348622634115699 -0.0017786696366482407 0.00072924025832087308 -0.0022484561132386201 1.9111689357783802e-05 0.0002145119488190981 0.0010912456367684613 -0.00015482413405789789 0.00073367393207148359 -0.0021082661975260473 -0.00012959098334500767 -0.0021116994566886256 0.00064624901118600275 -0.00039022635516100849
leaf_weight=1.439001945022041 2.2103232629597169 6.6617559771111692 141.24472805811092 1.6856635224539847 2.2018735203891984 3.389158607227734 1.8820693000452582 27.240577044838577 1.6230060385423701 1.5302225602790716 2.1746464817551896 1.5017157397232952 1.4947093799710276 0.8987066876143216 1.2933648377656926 10.007632659748195 3.3232225002720943 1.3591824499890202 4.8290883470326653 2.038260373286902 15.172453486360608 9.146457838243812 0.44780541933140661 2.3113344897283241 13.554678469430657 2.1467649983242145 18.121159738017013 4.1499378435546532 1.4117152490653095 4.1962843296932979
leaf_count=216 49 543 893 55 39 40 123 391 63 32 187 16 51 6 5 41 24 31 31 16 132 175 20 38 187 61 301 186 12 70
internal_value=0.000201785 -3.88028e-05 0.000305473 1.96352e-05 -0.000439686 -0.000239855 7.43788e-05 0.000139287 -0.000138834 -5.09218e-05 -0.00112232 -0.000641637 0.00013634 -0.000836694 -5.74941e-05 0.000278586 2.97099e-05 0.000800585 -0.000155023 -0.000383991 -0.000155217 -0.000203218 -0.000459301 -0.00108768 0.000118596 -0.000925673 0.000239816 -0.00179974 -0.000543224 0.000525348
internal_weight=290.688 87.548 203.14 61.8948 22.3143 20.1124 79.2679 75.0744 43.6376 42.0146 8.2801 6.06978 3.89513 2.39342 18.4267 39.5806 26.802 12.7785 23.4788 18.6497 16.6115 17.1334 13.7442 4.1934 35.3528 3.67699 31.6758 4.59774 2.7709 31.4369
internal_count=4034 2118 1916 1023 520 481 1809 1648 1187 1124 309 260 73 57 426 503 419 84 395 364 348 421 381 161 581 93 488 206 43 461
is_linear=0
shrinkage=0.00192234


Tree=526
num_leaves=31
num_cat=0
split_feature=1 0 4 4 2 4 0 2 0 2 0 4 3 4 4 0 0 4 0 2 2 4 3 4 4 1 0 0 0 2
split_gain=0.409666 0.289677 0.602907 0.51229 0.406233 0.304346 0.692402 1.83945 1.47025 1.42104 1.28122 1.79561 1.06401 0.654685 0.611963 1.1929 1.11137 1.02192 0.906803 0.870341 0.752471 1.20379 1.26614 0.759223 0.981523 0.61426 0.882997 0.598428 1.1564 1.15778
threshold=54.879495816850003 103.48144189910001 40.844669808050007 42.536568606950006 -0.086139999999999994 42.094663496250007 86.20003303655001 -0.097294999999999993 85.764502819450016 -0.083064999999999986 86.83719761350001 43.218894539100006 0.087555000000000022 42.066503896600004 43.157831852650006 87.350693116400024 91.394134144600017 42.67709657435001 90.407470010750018 0.096390000000000017 0.04932000000000001 43.680097826700013 0.089505000000000015 48.96897326980001 49.122847560300009 68.910558799650019 97.521130223850008 94.434780290150016 101.55650587770002 -0.092479999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 -4 13 7 -7 9 -9 11 -8 -11 -2 15 -12 -16 27 -19 20 21 -18 23 -23 -25 -20 -27 -17 29 -29
right_child=1 2 3 -5 -6 6 10 8 -10 12 14 -13 -14 -15 16 17 19 18 25 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.046402487041476613 0.0023867364267245862 -0.046014200387244721 -0.045756016697943679 -0.046789377209144473 0.023888427589331442 0.0025417511086817364 0.026524326497484926 -0.049806514205068 -0.053025591861515224 -0.028268400513206244 -0.042097528674980927 -0.01569381875474464 0.029159635266929614 0.029098705561813785 0.02036324495450699 0.013867218512662429 0.01361294875608972 -0.045552568119271719 0.027374877935775969 -0.051415376446840889 0.021884072545250634 -0.053628304038520758 0.01218818113487577 0.05261702128784141 -0.046519908133727458 -0.052444169788365802 0.012185477787764227 0.0074398270480201811 0.022024797577605341 -0.037226622631182038
leaf_weight=0.36599542360636306 157.25107278558426 0.80622762372877277 0.20024668404948887 0.35963030901621085 1.1812060495722105 11.604204630595634 7.9873384535312635 1.2666765197645879 2.6946358503773808 1.0493057746207326 1.862453512847426 2.7750683762133121 1.7756829825229941 1.8983852267265309 5.6797326956002534 5.4916356075555104 3.1590569699183071 1.9582985714077938 0.82737762108445201 0.74867800954962227 2.2867219969630241 2.1726846574747474 1.423613272141665 0.36558881402015675 0.4623897849523928 0.86082357470877446 0.86785895610228181 2.0655157938599622 2.0882642390206456 2.7872425999958033
leaf_count=125 1721 434 95 324 67 212 88 51 63 70 20 15 40 14 76 37 35 16 10 44 7 220 25 1 96 26 21 17 14 50
internal_value=0.00139466 0.00147208 -0.013689 0.00127954 0.0137932 0.00164494 -0.000981315 -0.00839359 -0.0270924 -0.0100137 0.00199044 0.0156384 0.00782873 0.00270537 -0.00219338 -0.00775014 0.00421947 -0.00397541 -0.022401 -0.00441549 -0.000850391 -0.00770587 -0.0229281 -0.0395884 -0.00274661 -0.00466364 -0.0199978 0.00271501 -0.00610846 -0.0182149
internal_weight=226.324 225.958 2.54731 1.74108 1.38145 223.41 64.2608 18.3905 6.7863 4.09167 45.8703 10.7624 2.82499 159.149 35.1079 18.8095 16.2985 16.947 4.51436 10.6187 9.87006 7.58333 4.42428 3.00066 0.827979 2.55606 1.72868 12.4327 6.94102 4.85276
internal_count=4034 3909 920 486 162 2989 1254 436 224 161 818 103 110 1735 715 211 504 191 73 428 384 377 342 317 97 57 47 118 81 67
is_linear=0
shrinkage=0.0452143


Tree=527
num_leaves=31
num_cat=0
split_feature=0 1 1 2 1 2 1 0 3 0 3 4 4 3 3 4 1 4 4 0 4 2 2 4 4 4 2 2 1 0
split_gain=0.269189 0.706712 0.918879 1.48274 1.08134 0.877884 0.703901 1.11801 0.859976 0.695648 0.648296 1.20722 1.03904 0.814913 0.911917 0.733179 0.936949 0.911811 0.783922 0.644188 0.637753 0.615856 0.693354 0.769402 0.743441 0.889154 0.58596 0.576194 0.526818 2.26355
threshold=98.142164052000012 75.408562100950022 75.634392583900009 0.13747000000000004 77.946466576100008 -0.083424999999999985 77.086159974350025 100.15850764985002 0.11278000000000003 99.994511703900017 0.10608500000000003 33.151194885250007 36.728658719300007 0.087475000000000011 0.086355000000000029 41.092444989200011 80.468240302450013 40.206947806850003 39.458743938000005 100.91127592640002 39.110279783550006 0.086310000000000026 -0.14654999999999999 42.522337019050006 42.066503896600004 39.051326806600009 -0.11572 0.066710000000000019 71.096275259700022 96.039789794050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 -3 4 5 -4 7 8 9 26 12 -12 -8 14 21 17 -17 18 20 -18 -15 22 -14 24 25 -24 -2 -25 -1 -30
right_child=6 2 3 -5 -6 -7 10 -9 -10 -11 11 -13 13 15 -16 16 19 -19 -20 -21 -22 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=0.0018472201742141556 -0.0090249934011898212 0.027905376911106589 -0.046630709292996474 0.035996409722342221 0.021457984295117912 -0.0045620012669481151 -0.043006311346384503 -0.04525909323552095 0.023379794544462356 0.013701324111687282 0.044887063288367973 -0.034694782377467905 -0.040462277891646393 -0.0036469734215565219 -0.053290072449302797 -0.020330573532555983 0.042642757930145339 0.03181415969736355 -0.027854119045300475 -0.0017745387558524884 0.031326290725384176 -0.041398290473583621 0.040145133585139034 -0.047078755702603108 0.036228279765976548 -0.016118635099717421 -0.045126322503463746 0.0016140345901248913 -0.027925236197041941 0.0020774280329132568
leaf_weight=163.96795617439784 1.6235231492901221 3.5318357702344638 1.243165028397925 1.5408913847059009 1.3133802809752522 1.9810692020400895 0.72743992712276551 1.3762151028204241 1.2168269716203211 0.9966902621090411 0.35757088335230847 1.6386766240393624 0.53580447060086012 1.5841992108325924 0.57440963237604581 2.1613270665984601 0.8573720604181293 3.80405906814849 0.87313995428849001 1.2157703892444258 1.6280132335377855 0.54905097134178493 0.61671623801520947 0.59057517909241131 1.6151045362348666 1.4480969799624288 1.2070278155151786 1.0214647576212881 4.9718855623214067 17.506153303664178
leaf_count=2065 40 20 25 18 51 48 212 65 16 9 10 86 300 59 42 39 4 40 36 117 16 99 23 110 15 50 40 4 261 114
internal_value=0.00109402 0.0016098 0.011987 0.0027378 -0.00855622 -0.0207824 -0.0024894 -0.0139094 -0.00535597 -0.0144922 0.00087406 -0.02044 0.00302268 0.00477802 -0.00593357 0.0109195 -0.00225241 0.0179892 0.00511621 0.0165947 0.0140782 -0.0016678 0.00207533 0.00638221 0.0162855 0.000686168 -0.0244196 -0.0162247 0.0010749 -0.00455882
internal_weight=224.275 196.056 9.61034 6.07851 4.53761 3.22423 28.2191 6.42028 5.04407 3.82724 21.7988 1.99625 19.8025 19.0751 6.95122 12.1239 4.23447 7.88941 4.08535 2.07314 3.21221 6.37681 5.82776 5.29196 3.67992 2.06481 2.83055 1.61204 186.446 22.478
internal_count=4034 2602 162 142 124 73 1432 170 105 89 1262 96 1166 954 643 311 160 151 111 121 75 601 502 202 88 73 80 114 2440 375
is_linear=0
shrinkage=0.0392411


Tree=528
num_leaves=31
num_cat=0
split_feature=4 2 3 4 1 3 1 0 2 4 2 1 4 0 0 1 0 2 0 3 3 1 3 0 1 3 3 2 1 3
split_gain=0.268415 0.464945 0.385033 0.29866 0.625171 0.715989 0.409219 1.98121 0.622657 0.52491 0.687172 1.04132 1.07839 0.648434 0.919088 0.475041 0.513966 0.763428 0.571279 0.510245 0.574933 0.599111 0.416043 0.530667 0.761143 0.418839 1.10751 1.5169 1.53884 2.44328
threshold=32.051492741500006 -0.10623499999999998 0.088555000000000023 35.419594101850009 73.553525990900013 0.11531000000000002 61.622148808000013 82.602876058000007 -0.046635000000000003 48.96897326980001 -0.013805 57.041016153700006 48.226196960950006 82.250688042950017 67.04476885710001 61.778079379550007 85.667718326750006 0.20167500000000002 85.683849075550015 -0.16320999999999999 0.087555000000000022 61.987779113750001 -0.26958499999999996 86.692020874450009 69.563854125350005 0.10040500000000002 0.096515000000000031 0.086310000000000026 76.830756451950009 0.08766000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 7 9 -9 10 11 12 -5 14 -12 -8 17 19 -18 -17 -21 -22 23 -20 -25 26 27 -24 -29 -30
right_child=3 2 -4 6 5 -7 15 8 -10 -11 13 -13 -14 -15 -16 16 18 -19 22 20 21 -23 25 24 -26 -27 -28 28 29 -31
leaf_value=-0.048213263820978992 0.010775427279613005 0.020609118410989294 -0.04380442393564208 -0.042230411785734903 -0.043732629433188897 0.019450148001363968 0.017005287638373397 -0.051780693756068606 -0.011396201191361812 -0.014855741419718868 0.040294867256416941 0.025907428691722228 0.010806735507653431 0.041785291789999034 -0.045747069632268926 0.0081749568015559906 0.020796291210541638 0.037290765614426589 -0.054353586343630578 -0.043910488030936952 0.0031634116290196984 -0.031110340478350654 0.0023881306012681542 0.012320536461231773 -0.047372848360721559 -0.0022651588689858912 0.013671174513364378 -0.026913606439954853 -0.043017164847375652 0.035898133314192192
leaf_weight=0.48294600805820664 9.9896441375603882 0.52445581938081776 0.20724043348309351 0.90470688953064238 0.75179380770714377 0.46445101682911627 3.0089265853166571 1.6762853506952526 0.9617454253602763 2.363001435995101 0.24627444311045099 3.7732326792320237 1.9074856787919996 0.24621169269084919 1.0291731107863595 1.2626832739915697 2.3905875300988546 0.49801789759658266 0.46476396173238699 1.2319243079982687 1.8576190588064494 1.4564601687015963 121.1617081890945 1.1238644858822224 0.49142723101977015 40.685678870155243 12.582138175639555 5.7433970491110795 0.94852802014793303 1.8584118316066449
leaf_count=103 99 40 39 107 93 13 15 39 12 33 4 46 14 2 139 17 21 13 5 212 21 62 1955 12 75 439 139 106 133 26
internal_value=0.00101111 -0.017745 0.00236509 0.00111416 0.00747807 -0.0196048 0.000774365 -0.00607039 -0.0370577 0.00173715 0.00657354 0.0121727 -0.00625578 -0.0176584 -0.0291333 0.00123035 0.000985373 -0.0102486 0.00136334 -0.0143245 -0.0205739 -0.0118991 0.0011123 -0.01668 -0.00584024 0.00131456 0.0023381 0.00123878 -0.0150479 0.00923088
internal_weight=222.295 1.21464 0.731696 221.08 11.2059 1.21624 209.874 13.1081 2.63803 10.4701 8.10708 6.58543 2.81219 1.52166 1.27545 196.766 193.757 6.3067 187.451 5.80869 4.546 3.31408 185.06 2.08006 1.61529 182.98 142.294 129.712 8.55034 2.80694
internal_count=4034 182 79 3852 205 106 3647 396 51 345 312 167 121 145 143 3251 3236 325 2911 312 295 83 2890 92 87 2798 2359 2220 265 159
is_linear=0
shrinkage=0.0400087


Tree=529
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 2 3 2 3 2 4 2 4 2 2 3 2 2 1 0 0 1 3 0 3 4 3 3 4
split_gain=1.71859 1.16457 1.71176 1.60286 1.27598 2.16 1.97225 1.84112 1.98897 1.66035 1.51874 3.48941 1.54153 1.4351 1.95662 1.9167 3.22822 1.59968 1.44687 2.4144 1.42023 1.39723 1.51266 1.38256 1.43887 1.26134 1.2615 1.15226 1.20031 2.04894
threshold=83.740093847200015 85.705356740550016 66.590419433100024 66.351146659450009 -0.061874999999999999 -0.016334999999999999 -0.068964999999999985 0.083495000000000028 -0.074999999999999997 0.07907500000000002 0.048475000000000011 36.957836847500012 0.070580000000000018 39.792680591700012 -0.090495000000000006 -0.59502499999999992 0.091290000000000024 -0.074349999999999986 -0.12546499999999997 78.285212300550015 97.39208423365001 94.75470680765001 71.504920895500007 0.11379500000000002 91.937202686950016 -0.10565499999999999 37.627645350900004 0.10184000000000003 0.11531000000000002 39.577821550850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 -3 6 -6 7 8 9 25 11 -7 -12 14 18 -15 20 -16 19 -9 21 -17 -23 24 -14 -4 -27 -1 -29 -30
right_child=-2 2 4 -5 5 10 -8 13 -10 -11 12 -13 23 15 17 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00037516576970353946 -0.0017077651286052482 0.00038943168737269856 -0.0023402226559320538 0.0017718747900940107 0.00095749267386244837 0.001922732356479808 -0.0028896671959266836 -0.0020600615592705177 0.0017369647880800187 -0.0023566039015633015 0.0009004306460795961 -0.0021655937217856178 -0.003139128785667879 0.0014971678662097387 -0.0027033296287925055 0.0009058217960426951 -0.00088251219936343343 0.00035854970445774311 0.00063532933808879092 0.0010121035945750607 0.0012477818558273605 -0.0026030445114418738 0.00012372730530692117 0.0012321526615894098 -0.00025239691220580758 -0.0029839691718958707 0.00083607522958375081 0.0010097607526079839 0.0013209919458395537 -0.0027023040964677335
leaf_weight=29.024190063937567 2.3435764037712934 124.83566218428314 1.2411946615320619 4.2837964519858351 17.414935374399647 1.3980860877782095 1.273802815703674 3.3340308042243132 1.1824100781232108 4.1399134047096595 10.167176361661406 3.9258701605722308 0.89978508418426528 5.8030568286776463 2.8679986494826153 4.2677404796704774 10.529300223570315 1.1931715891696502 7.0465745138935754 2.0339175360277295 9.6505528511479479 1.5978666972368953 2.7061706352978945 2.996868008747696 16.286183608754072 0.50025543244555537 2.9113029087311588 6.7816448872908932 1.1913731433451178 1.3150770300999282
leaf_count=798 757 768 111 30 133 6 31 59 9 188 68 73 56 31 60 38 129 12 73 35 54 52 16 16 215 10 122 41 13 30
internal_value=0.000187378 0.000203083 0.000259534 0.000435297 6.28211e-05 0.000315947 -0.000152952 -9.5809e-05 -0.000968983 -0.00133287 2.76442e-06 -0.00109199 0.000194804 7.48732e-05 -0.000464819 0.000332199 9.70682e-05 -0.00180375 -2.68136e-05 -0.000896017 0.000663093 4.82063e-06 -0.000888582 -0.000160658 -0.000403534 -0.000421976 0.000275921 -0.000157156 0.0005241 -0.000789939
internal_weight=285.143 282.8 244.488 129.119 115.368 53.0889 62.2793 61.0055 9.97508 8.79267 35.674 5.32396 30.35 51.0304 16.4757 34.5547 28.7516 4.06117 12.4145 5.36795 18.2223 8.57178 4.30404 20.1828 17.186 4.65275 3.41156 38.3123 9.2881 2.50645
internal_count=4034 3277 2395 798 1597 567 1030 999 440 431 434 79 355 559 239 320 289 72 167 94 160 106 68 287 271 243 132 882 84 43
is_linear=0
shrinkage=0.00222222


Tree=530
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 2 0 1 3 0 1 1 2 2 3 2 4 2 4 2 3 1 2 4 2 4 3 2 1 1
split_gain=1.63671 1.07357 2.55391 1.60212 1.51462 2.61927 2.16455 1.36015 5.04668 1.32431 1.06439 1.55837 1.03884 2.22451 2.20519 1.63717 2.09647 1.59652 3.36111 1.61101 1.4152 2.21483 1.26526 2.88148 1.32036 3.36869 1.05309 1.91474 1.03718 1.01967
threshold=83.740093847200015 85.995710218650018 66.590419433100024 90.297243227400017 41.942745071500006 -0.12546499999999997 75.462331263550013 65.536543845950021 0.10371000000000001 85.925810307250018 62.116825104000007 62.036171360100006 -0.059424999999999999 -0.016334999999999999 0.083495000000000028 -0.08786999999999999 38.804080188450008 0.048475000000000011 36.957836847500012 0.070580000000000018 0.11379500000000002 68.20618276945001 -0.079634999999999997 42.283941020600004 -0.075639999999999999 39.420767558750008 0.07907500000000002 -0.074999999999999997 68.910558799650019 58.167480110400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 6 -6 -1 -3 -9 29 11 -7 14 -14 26 -16 -17 18 -15 -19 21 -21 23 -18 -24 -26 -4 -28 -23 -8
right_child=-2 2 12 -5 5 10 9 8 -10 -11 -12 -13 13 17 15 16 22 19 -20 20 -22 28 24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0018957410797474314 -0.001330663556756824 0.00043473090780857466 -0.00033802437232686522 0.0011683008027186287 0.00018850979637391951 -0.0013313118765029928 0.0012907150202050529 -0.0020966115248075025 0.0011700120062080586 -0.00082234918897859785 -0.0022029813747307279 0.00025507522719235207 0.00081239531884635572 0.0015778660379744019 0.00024920903483978797 -0.0022040032896291271 -0.0023315086293390912 0.0007525594475473196 -0.0017694394128711165 -0.0028600317787970168 0.0010386079737318612 0.0013512023211203717 0.001006526434454643 0.00055780647181627604 0.0014585078084420691 -0.0023478481723489476 -0.001976820800508088 0.0013698691028072392 -0.00033406711153058236 0.00027808957712472288
leaf_weight=1.6246832702308882 2.4541645335848434 92.864355342462659 5.6449825818126538 9.5962193273007852 12.509210996562617 5.8979179719462973 3.808690480887889 3.1878681350499383 3.2716384828090668 3.3834551721811286 2.164041008334606 3.2951299683190882 16.169494482921436 1.364908955991267 37.406581563991494 2.0787980505265287 2.4394384034676468 10.077811041846873 4.1017327858135104 1.1334738386794985 2.8686825893819323 1.3692630603909481 3.9776974469423294 2.2794864038005471 1.4758632602170103 1.7175560314208267 4.1908465179731138 0.67805629293434311 13.931813553965183 31.244444424286485
leaf_count=227 757 543 258 64 203 211 21 29 14 19 57 49 109 6 410 59 46 68 73 30 16 7 22 22 9 33 188 7 234 243
internal_value=0.000171807 0.000184711 0.000245508 0.000447359 -2.62542e-05 -0.000394728 0.000193262 0.000377705 -0.000442118 0.000281563 -0.00103713 -0.000762692 5.07839e-05 0.00024599 -0.00011013 4.76488e-05 -0.000492101 -1.68251e-05 -0.000933686 0.000153766 -0.000158851 -0.00036787 -0.0001928 -0.000935819 0.00029614 -0.000588712 -0.000881106 -0.00151075 -0.000183256 0.000388116
internal_weight=288.208 285.754 221.827 108.92 63.9276 23.8663 40.0613 99.3239 6.45951 38.4366 11.3571 9.19305 112.906 51.0172 61.8893 51.3754 13.9688 34.8477 5.46664 29.381 19.3032 16.4346 11.89 4.71892 7.17112 3.19342 10.5139 4.8689 15.3011 35.0531
internal_count=4034 3277 2247 650 1030 520 510 586 43 283 317 260 1597 543 1054 601 191 434 79 355 287 271 132 68 64 42 453 195 241 264
is_linear=0
shrinkage=0.00184769


Tree=531
num_leaves=31
num_cat=0
split_feature=2 1 4 2 1 0 1 3 2 3 2 3 2 3 0 2 4 0 4 2 0 3 3 4 3 0 1 4 1 2
split_gain=0.250108 0.958985 1.02809 0.954922 1.7028 1.67588 1.62248 0.955854 1.98576 1.41788 1.56297 1.23297 1.32652 1.20275 1.25708 0.943932 1.96018 0.898946 0.892877 0.862711 0.830041 1.12696 2.84062 0.994256 0.919485 0.903164 0.79619 0.673591 1.23595 1.38613
threshold=-0.06828999999999999 60.613977009100005 42.779078631750004 -0.053159999999999992 70.641925835650014 86.329079026800017 61.853356207250009 0.084360000000000018 -0.037054999999999998 0.075810000000000016 0.066710000000000019 -0.067029999999999992 -0.037054999999999998 0.086555000000000021 96.851704149400021 -0.072524999999999992 39.337369931850013 87.818484831100008 40.750688432250008 -0.054619999999999995 102.31465107045001 0.094175000000000023 0.088435000000000027 39.861052345600008 0.091935000000000031 85.877418060900013 78.895492296100016 39.792680591700012 69.238550691600025 -0.091639999999999985
decision_type=2 2 2 2 2 2 2 2 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 18 3 4 5 -3 -5 9 -9 11 -11 12 -8 14 -10 27 -17 -4 -2 -6 21 22 -15 -24 -22 -23 -26 28 -1 -30
right_child=1 2 17 6 19 -7 7 8 13 10 -12 -13 -14 20 -16 16 -18 -19 -20 -21 24 25 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.0015795183504794521 -0.045250285967670542 0.0030726960017285893 -0.041170730899834564 0.032975483503523299 -0.041094415073866658 0.031655500082045179 -0.017172536081137592 -0.027389532214241966 -0.04853502146438745 0.026881869698483236 -0.0076512328057074374 -0.030943117717213517 0.012341533949546814 0.011204370368028656 0.0050900459915519261 0.01547110880909593 -0.0370127436180374 -0.0048156650339648208 -0.00022441074370943776 0.004446793480237984 0.035120494392575648 -0.017492274011974951 -0.046968259933413928 -0.01548693302510922 0.03836683813456529 0.0077323737411303384 -0.042758767141430551 0.0018675912401952531 -0.0057117921142479837 -0.032845928523148833
leaf_weight=18.887806218233894 1.0150926122441881 4.6603207439184171 1.0076961821177963 2.1324993520975104 0.9511429296253483 5.8741130754351616 2.6923829503357402 3.4777650647447436 1.2420524221379303 6.7295336901443061 2.2041424896160606 1.4807561072520936 6.8055138179042833 5.3188840076327306 0.99936354262172233 1.4390133047127158 2.4133673932665261 5.9440368462237529 1.2388499463850164 1.1815561018884173 1.8261961997195606 1.9728657631203557 1.7309806486591695 4.7813654001802206 0.23872495477553446 20.306962912436575 0.42805504373973235 101.53570747275808 8.9270471889394702 3.2544680233258942
leaf_count=302 27 27 49 17 54 43 14 39 38 74 35 38 139 50 31 22 32 248 141 5 48 23 29 59 2 161 57 1795 333 102
internal_value=0.000908035 0.00240843 0.00302328 0.00420623 0.0131391 0.0190108 0.00244831 0.0014023 -0.00162326 0.00783305 0.0183618 -0.000734496 0.00397514 0.000683548 -0.0246256 -4.02092e-05 -0.017408 -0.0100856 -0.0205024 -0.0158637 0.00223333 0.00078438 -0.00809342 -0.0238547 0.0220591 0.00549875 -0.0137136 0.000464352 -0.00412149 -0.0129611
internal_weight=222.698 86.2409 83.9869 77.0352 12.6671 10.5344 64.368 62.2355 42.3232 19.9123 8.93368 10.9787 9.4979 38.8455 2.24142 136.457 3.85238 6.95173 2.25394 2.1327 36.604 34.1111 11.8312 6.51235 2.49298 22.2798 0.66678 132.605 31.0693 12.1815
internal_count=4034 1448 1280 983 129 70 854 837 537 300 109 191 153 498 69 2586 54 297 168 59 429 322 138 88 107 184 59 2532 737 435
is_linear=0
shrinkage=0.0355924


Tree=532
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 3 2 2 1 2 4 2 3 2 2 3 2 3 3 3 1 1 0 0 2 3 3 3 2 3
split_gain=1.60818 1.40799 2.32598 2.17247 1.56542 2.74115 2.43221 2.31447 3.59924 1.76411 3.88431 1.77883 1.38139 1.35764 2.76506 1.32983 1.30974 1.41545 1.21353 1.21219 1.19287 1.69326 2.42516 1.32018 1.82666 1.46896 1.7213 1.36239 1.32308 1.18791
threshold=83.740093847200015 85.705356740550016 66.590419433100024 66.351146659450009 -0.061874999999999999 0.083495000000000028 -0.016334999999999999 -0.08786999999999999 70.776348742200014 0.048475000000000011 36.957836847500012 0.070580000000000018 0.11379500000000002 -0.59502499999999992 -0.54526999999999992 0.09914000000000002 -0.074999999999999997 0.07907500000000002 -0.10565499999999999 0.10184000000000003 58.167480110400007 57.041016153700006 71.332859575200004 81.446839061900008 0.18145000000000003 0.093580000000000024 0.09062000000000002 0.07925500000000002 -0.083064999999999986 0.11531000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 -3 5 16 -6 13 -9 10 -8 -11 -13 -7 -15 -10 17 18 -4 20 21 22 -1 -22 25 26 27 -25 -29 -21
right_child=-2 2 4 -5 6 7 9 8 15 11 -12 12 -14 14 -16 -17 -18 -19 -20 29 23 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00019540023509910989 -0.0014615313839319334 0.00037268779118237663 -0.0020577679739964255 0.0016533212800735355 0.00089274337866792979 0.00096116466720678876 0.0016562569979739468 -0.0024328782136230462 0.00029687455919706076 0.00084991196534420547 -0.0019653036489746842 -0.00035624191226663114 0.0010614949000789442 -0.00167555594474395 0.00027000027307448555 -0.0013640057578283556 0.00058636296348778412 -0.0020728602338174304 1.0793154389082295e-05 0.00087689117518362171 -0.0020821466543719958 0.0010971840518915828 -0.0021183351356089367 -0.00010097020383265926 0.0019122460405531711 -0.0021544848698377807 0.00082887175887691195 -0.0024422785268100222 -0.00014531487846393881 -0.00068275285550269723
leaf_weight=6.8367996835149842 2.1886322904028921 125.274509312585 1.4792618282372121 5.0941699072718611 16.949751555919647 8.1912118762265802 1.4991220654919732 3.2212426855694494 7.5758227304322627 10.074730494525285 4.0539521002210677 16.820921204634946 2.9913542494177809 2.9912846628576473 27.669519076123848 2.3291848690714687 1.6082581966184069 4.5034289604518563 3.5950887941871761 6.8156412141397578 2.1359234536066678 4.2715534805320194 2.2168980529531837 4.4188226019032282 1.1048646951094259 2.057638071011751 3.1201267866417757 2.657983891200272 1.4227195575367679 2.4545563058927655
leaf_count=183 757 768 111 30 133 53 6 54 62 68 73 271 16 60 297 52 21 188 132 41 194 42 103 62 10 29 28 113 34 43
internal_value=0.000180012 0.000192599 0.000246718 0.000422729 4.81413e-05 -0.000155628 0.000293818 3.01467e-05 -0.000667734 7.37325e-06 -0.000987618 0.000192245 -0.000142185 0.000265927 8.01908e-05 -9.36852e-05 -0.00101887 -0.00128841 -0.000592229 -0.000144223 -0.000330634 9.95448e-05 -0.000371143 -0.000669458 -0.000465334 -0.000657397 -0.000392289 -0.00084057 -0.00164145 0.00046393
internal_weight=287.625 285.436 245.923 130.369 115.554 63.1643 52.3898 51.9783 13.1263 35.4401 5.55307 29.887 19.8123 38.852 30.6608 9.90501 11.186 9.57778 5.07435 39.5135 30.2433 13.3253 9.0537 16.9181 14.7822 13.6773 11.6197 8.49953 4.0807 9.2702
internal_count=4034 3277 2395 798 1597 1030 567 578 168 434 79 355 287 410 357 114 452 431 243 882 798 328 286 470 276 266 237 209 147 84
is_linear=0
shrinkage=0.00192234


Tree=533
num_leaves=31
num_cat=0
split_feature=0 4 0 0 2 4 0 2 0 2 1 1 1 1 0 3 1 4 3 2 2 2 2 3 1 1 3 4 2 4
split_gain=0.26318 0.4585 0.402453 0.439594 0.487471 0.248642 0.659413 1.57765 1.34537 1.2762 1.07781 1.48347 1.07283 0.99298 0.791191 0.706063 0.638191 0.563782 0.588631 0.639515 1.38447 1.36631 1.07623 1.06616 1.02382 0.725386 0.561072 0.536939 1.18468 0.513259
threshold=103.48144189910001 40.844669808050007 107.57327517365 103.80405687475002 -0.086139999999999994 42.094663496250007 86.20003303655001 -0.097294999999999993 85.764502819450016 -0.083064999999999986 62.132955852800002 62.095317438950012 62.272755675600003 61.977025281250008 67.04476885710001 0.089305000000000023 64.307918480350011 42.283941020600004 0.072205000000000033 -0.096529999999999991 -0.08786999999999999 -0.083064999999999986 0.04932000000000001 0.10433500000000002 64.02831883475001 75.634392583900009 0.11922500000000003 43.680097826700013 -0.16276499999999997 42.066503896600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 29 7 16 9 -9 11 15 -12 14 -11 -8 -7 -14 -19 24 -21 -22 23 -23 -20 27 -27 -26 -29 -1
right_child=1 2 -4 4 -6 6 10 8 -10 13 12 -13 17 -15 -16 -17 -18 18 19 20 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0020004014861977272 -0.046726059987251801 -0.054288421652581603 -0.046448977970632417 -0.046725335186723463 0.036426844576503713 -0.0023265194810215477 -0.0050490030936356954 -0.050455190998054025 -0.053422592089022738 0.045404995908203717 -0.035337319812086758 0.045630800820888454 -0.033538846649065722 0.028222908664302878 -0.050290915850024542 0.01801280577243447 0.031620645054266476 -0.036682536409776381 0.048966855366138165 -0.035953252463381637 0.031078852721091236 -0.042688967067419911 0.0078445887133749646 -0.00067166367867348132 0.020682752626747045 -0.051377449052633598 0.04149557221431012 0.013080443492157709 -0.042685109101477846 0.027183159505311749
leaf_weight=154.67882565790205 0.66353698770035352 0.18711965084366955 0.32874973856814893 0.18038770768907841 0.88326237292494614 10.428180843824522 6.0764548964798433 1.1749564595520507 2.4891193360090256 0.23734453786164367 2.0262810587883022 2.3877413086593142 1.0656348336488033 1.7356612834846599 0.81013411068124697 5.2643946707248688 1.3262770050205279 0.87029327498749154 1.3003650978207684 2.4342995793558684 2.7122089602053174 2.4726645284099398 6.0092687386786565 2.6671160506084561 4.3762747943401301 0.73479573935037557 0.1702269371598959 2.8607234638184367 1.1287746950983946 1.7389284627279256
leaf_count=1758 434 11 351 104 20 172 45 51 63 4 12 55 20 57 110 29 66 122 12 40 18 70 80 17 37 118 4 37 102 15
internal_value=0.00113619 -0.0145726 -0.00106535 0.0108632 0.0223248 0.00129696 -0.00115404 -0.00854657 -0.0268702 -0.0101723 0.0018658 0.0126088 -0.00291823 0.00683388 -0.0286075 0.00565623 0.0015038 -0.000637526 0.000626518 0.00183507 -0.0038928 0.00173763 -0.00540016 -0.0208855 0.0106646 0.00529219 -0.0339088 0.00953302 -0.00269767 0.00228036
internal_weight=221.42 2.24306 1.57952 1.25077 1.06365 219.177 62.7592 18.2017 6.44722 3.9581 44.5575 13.7286 30.8289 2.78314 1.04748 11.3408 11.7545 28.8026 27.737 26.8667 16.2956 13.8613 11.149 5.13978 10.5712 9.2708 0.905023 8.36577 3.9895 156.418
internal_count=4034 920 486 135 124 3114 1341 523 285 222 818 129 689 171 114 74 238 677 657 535 225 185 167 87 310 298 122 176 139 1773
is_linear=0
shrinkage=0.0460944


Tree=534
num_leaves=31
num_cat=0
split_feature=0 3 1 1 0 0 1 1 1 4 1 0 2 3 4 4 3 3 2 2 3 1 0 2 4 2 2 0 4 0
split_gain=0.235328 0.95672 0.250283 1.31958 0.621425 1.40394 1.35091 0.625573 0.632737 0.592384 0.569942 0.770447 0.588561 0.889834 1.9622 0.929586 0.926645 0.865206 0.572841 0.912789 0.566837 0.787491 0.53967 1.38145 1.34596 1.50545 1.99084 1.09902 1.50496 1.37313
threshold=71.131225215400022 0.049900000000000007 66.590419433100024 66.351146659450009 91.937202686950016 90.767723400200012 67.300172379550006 67.192634054300015 83.740093847200015 43.308802343500005 65.611820673600008 87.350693116400024 -0.026144999999999998 0.08729000000000002 38.969453495950006 38.969453495950006 0.081965000000000024 0.08673500000000002 0.20167500000000002 0.13747000000000004 0.12535000000000004 68.910558799650019 93.953546284800012 -0.10623499999999998 36.364346611650006 0.20167500000000002 -0.011675 94.773526014550015 38.748048509250005 94.203572890950014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 -4 -6 20 -8 11 18 13 14 -13 -15 -16 -14 19 -2 22 -22 23 -9 -25 26 -26 28 -24 -30
right_child=2 -3 4 -5 7 -7 9 8 -10 -11 -12 12 17 15 16 -17 -18 -19 -20 -21 21 -23 27 24 25 -27 -28 -29 29 -31
leaf_value=-0.046245392653297662 0.0006141129459840644 0.019567695280313116 0.026012096453422513 0.028197175209817613 -0.049601567695531833 -0.038360460283422798 -0.053427089037295004 0.030738212134911 -0.029163792496032917 0.0073890450673202279 -0.011778045654403282 -0.039178314858563927 0.042059703840265611 0.027945977728123871 0.0247393897439869 0.0036129069624570593 -0.010373772498937449 0.0075660917214658138 0.022817149119508291 -0.027381045658080336 0.012623982577077624 -0.046518618069996964 -0.04119444130003666 0.027744628016522797 -2.189220072781387e-05 0.021399955373157656 -0.049404462278505729 0.0016759654902295663 0.022625921414272318 -0.020248314847223732
leaf_weight=0.78499976568855234 91.833850531984353 0.69568866793997586 1.8300549900159233 3.176045060157775 0.41877790633588929 2.2827305663959123 0.71362216316629179 3.5330289467237881 1.1866929184216122 0.42774168259347789 5.1557274162769309 2.0992248728871408 1.9880404155701388 4.1105015426874143 2.610493116080761 7.2371255718171597 2.4168493822216988 3.1195760704576969 1.8775294884107996 1.9868291653692711 0.61766685545444378 0.96053613646654412 2.448558757081627 2.4718897528946391 3.8609842956066114 2.3090550564229488 2.1071044992422685 60.189376829053799 2.1502107750857249 2.9704645138699561
leaf_count=175 1141 16 13 30 8 68 24 42 757 38 42 19 34 30 29 41 17 30 33 33 2 53 35 15 33 13 32 1026 38 167
internal_value=0.00091181 -0.0153237 0.00102204 0.00218765 -0.000621957 -0.014261 0.00425299 0.000218898 0.000464916 -0.0306354 0.0015238 0.00209875 0.00871453 0.00532013 -0.00599643 0.0124272 0.00785905 0.0209921 0.000468502 2.12629e-05 0.000885398 -0.0233718 0.00135203 0.00857085 0.00128481 -0.00661716 -0.017457 -0.000169544 -0.0148448 -0.00224509
internal_weight=219.571 1.48069 218.09 127.612 90.4785 5.25415 2.97142 85.2243 84.8056 1.14136 124.436 119.28 23.5818 18.4742 7.12657 11.3476 5.02734 5.10762 95.6982 93.8207 83.6189 1.5782 82.0407 14.2821 10.749 8.27714 5.96809 67.7586 7.56923 5.12068
internal_count=4034 191 3843 1479 2364 143 75 2221 2213 62 1449 1407 200 136 65 71 46 64 1207 1174 1456 55 1401 135 93 78 65 1266 240 205
is_linear=0
shrinkage=0.040863


Tree=535
num_leaves=31
num_cat=0
split_feature=2 1 1 4 1 1 4 4 1 4 2 0 2 3 1 1 4 3 2 1 0 0 2 2 0 2 3 3 2 2
split_gain=0.225094 0.849612 0.861801 0.87225 1.22831 0.837467 0.822133 0.782921 0.989918 0.810156 0.828769 1.30797 1.31884 1.16397 0.922758 0.976367 1.76829 1.78781 0.816466 0.713065 2.03739 1.37265 0.788496 0.643931 0.627506 0.621459 1.35078 3.03539 1.03613 0.956403
threshold=-0.06483499999999999 81.479100559500012 60.613977009100005 42.141702038450013 62.111448187750007 62.132955852800002 40.750688432250008 41.965809985500009 61.778079379550007 41.770271989050009 -0.0019399999999999999 86.329079026800017 -0.053159999999999992 0.085235000000000019 62.132955852800002 76.830756451950009 38.400997490450003 0.090735000000000024 0.066710000000000019 64.407391431150018 93.399723909900004 94.047642319350018 -0.037054999999999998 0.24901000000000004 87.278104746850019 -0.075639999999999999 -0.14860999999999999 0.082535000000000011 -0.079634999999999997 -0.085584999999999994
decision_type=2 2 2 2 2 2 2 2 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 6 7 -5 -6 -2 8 -4 10 11 12 -10 -14 18 16 23 -18 -12 24 -21 -22 -23 -16 -13 28 -27 -28 29 -1
right_child=1 -3 3 4 5 -7 -8 -9 9 -11 14 19 13 -15 15 -17 17 -19 -20 20 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0011123535592653371 -0.05074155559981864 -0.03029795081649218 0.036486055665821651 -0.038563381778481676 0.033001627531004989 -0.0046670601701417087 0.00028355132223549994 0.02803933839228695 0.011603054587339515 -0.019105642773515015 0.0015713319525671652 0.015693311544007844 -0.00012980828963083139 -0.044756939036453655 -0.0054900255506035193 0.010364256694293894 -0.0086108335327886882 -0.048790561935116925 0.030359828106026544 -0.022975070801497379 0.04046604015584309 0.00097594034462883091 0.024280317537934647 0.018312412811240283 0.042225544321953419 0.02004724703556339 -0.062972679657985337 -0.0048302759403970087 0.013743503062856537 -0.0097651935882682207
leaf_weight=98.157612594462989 0.95552261290140394 1.2962401667864458 1.6028515696525563 1.6737080922466692 1.0891345385462035 10.367019440338479 1.1766392204444853 2.5143395639024666 4.1183294877409935 2.4426698377355924 4.1763723660260537 3.646012548357251 2.0350013207644175 1.8753721094690261 4.5601189350709346 5.6227353442809536 5.2191190535668266 2.8640653416514397 2.7142452448606491 2.5965287834405926 3.0906672663986674 6.6505536658223763 3.8153361827135024 3.2510844588978216 2.5155522599816322 2.2235591101343752 1.81955759048287 8.5215961260619206 9.3846822303021309 15.650084690278161
leaf_count=2097 27 362 11 52 7 202 141 23 20 25 26 22 15 26 40 70 69 55 22 22 22 62 25 30 45 13 29 92 140 242
internal_value=0.000830324 0.00252268 0.00305069 0.00374747 -0.00586329 -0.0010859 -0.0225832 0.00567958 0.0047843 0.00395394 0.00491268 0.00960881 -0.00453559 -0.0215325 -0.000103434 -0.00427124 -0.00944864 -0.0228475 0.0129112 0.0146979 0.0101863 0.0165378 0.00947154 0.00441674 0.0265255 -0.000190263 -0.00884762 -0.0150606 0.000692724 -0.000383455
internal_weight=217.626 81.8692 80.573 78.4408 13.1299 11.4562 2.13216 65.311 62.7966 61.1938 58.7511 30.3434 8.0287 3.91037 28.4077 21.5171 15.8944 8.08318 6.89062 22.3147 16.1531 13.5566 10.4659 7.8112 6.16156 135.757 12.5647 10.3412 123.192 113.808
internal_count=4034 1421 1059 891 261 209 168 630 607 596 571 259 61 41 312 264 194 124 48 198 131 109 87 70 67 2613 134 121 2479 2339
is_linear=0
shrinkage=0.0408644


Tree=536
num_leaves=31
num_cat=0
split_feature=4 2 4 4 1 0 0 3 1 2 0 4 0 4 2 4 4 1 2 4 3 2 2 4 2 4 4 1 4 3
split_gain=0.241352 0.405255 0.342134 0.25054 0.643082 1.19709 0.735571 0.68682 0.673253 0.75295 0.532871 0.38808 0.845067 1.27619 1.06986 0.815496 0.791956 0.874248 0.856547 0.767852 0.589067 0.577178 1.12812 0.472064 1.44569 0.821123 0.638949 0.471732 0.613703 1.13823
threshold=32.051492741500006 -0.10623499999999998 30.317390213800007 35.419594101850009 61.778079379550007 89.493394246350007 89.813320763900023 0.098075000000000023 72.378669787950017 -0.11572 98.413698323200009 37.038444968100009 95.117648655250022 36.620308449100001 -0.59681499999999998 36.364346611650006 37.828051409500013 67.649671936450019 0.26941000000000009 39.051326806600009 0.091275000000000023 0.27681500000000009 -0.046635000000000003 38.748048509250005 -0.14429 38.478081868400004 38.064633603500006 61.987779113750001 42.094663496250007 0.096885000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 8 -8 -10 -9 12 13 15 -14 20 17 -13 23 -20 -5 22 -19 24 -18 26 -26 -25 -29 -30
right_child=3 2 -4 11 5 6 7 10 9 -11 -12 16 14 -15 -16 -17 18 21 19 -21 -22 -23 -24 27 25 -27 -28 28 29 -31
leaf_value=-0.046558726107321688 0.031762078926754686 0.019166070173018777 -0.0427961090430376 0.0090909485581678155 -0.036729754311498643 0.029726168424086041 0.021232538738242501 -0.031373498646411771 0.020356861474053901 -0.046429618999342982 0.004590960992648354 0.028002657666400078 0.035722229570404586 -0.020990833648914332 -0.045507885236305237 0.032456653769462995 -0.051517758121755186 -0.044762762874780176 0.0018980410754255708 -0.046316750879044931 -0.024808392769293496 0.026613089370485399 0.0073795036903863938 -0.0028615668853568398 -0.017480251991303972 -0.024819180693429612 0.0099927385594443946 0.0042007068002620756 0.001601699262564037 -0.013639833317845108
leaf_weight=0.44602520227817877 1.3761641974560905 0.48819884115073253 0.19201689370311215 2.9031826055143015 1.0441267574205984 1.8625666722655276 3.0156680438667536 1.3365977741777899 0.48841362931125065 0.56080958952952886 1.2174418083814087 3.4450198416598132 0.30253310274565581 3.3850325911771506 1.4649084156917513 1.6850902466103432 1.0367687398393162 0.88229183891235141 0.92352969033527132 1.1430427711457012 1.0905061051016671 1.0585601329803465 2.3530276841192976 35.492140507645672 1.7092130935488947 2.0103486876760144 5.5937650400446728 87.683133702521445 40.101372674187587 9.3426892707138887
leaf_count=103 24 52 27 64 29 13 18 10 26 51 34 45 6 35 104 13 46 66 22 71 18 4 24 565 36 29 61 1033 1254 151
internal_value=0.000729981 -0.0174271 0.00167488 0.000825312 0.00663345 0.00300312 0.00789449 0.00175106 0.0117924 -0.0153405 -0.0142302 0.000514324 -0.00672877 -0.00187816 -0.0316037 0.00951461 0.000921284 0.0132463 0.000405807 -0.0247701 -0.000165516 0.0014071 -0.00684002 0.000690159 -0.00746734 -0.0025636 0.00356287 0.00117927 0.00222515 -0.00127826
internal_weight=215.634 1.12624 0.680216 214.508 10.9018 9.52562 8.4815 6.61893 4.06489 1.04922 2.55404 203.606 10.8313 9.06381 1.76744 5.67878 192.775 7.7389 185.036 2.06657 3.99369 4.29388 3.23532 182.969 10.3501 9.31333 7.30298 172.619 137.127 49.4441
internal_count=4034 182 79 3852 205 181 152 139 95 77 44 3647 240 130 110 95 3407 139 3268 93 82 94 90 3175 172 126 97 3003 2438 1405
is_linear=0
shrinkage=0.0393254


Tree=537
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 3 1 3 3 0 4 1 3 4 2 4 1 1 4 4 3 0 2 2 3 4 3 3 2 3
split_gain=1.67701 1.06542 1.88655 1.82359 1.3593 1.39229 2.47372 1.31279 1.46913 1.68616 1.45325 1.20966 1.18162 1.9304 1.15866 1.12809 1.61693 1.3032 1.35395 1.19074 1.08734 1.47028 1.03722 0.939356 0.907898 2.44178 0.866762 3.46122 2.85697 2.12293
threshold=83.740093847200015 85.705356740550016 66.590419433100024 90.407470010750018 0.10184000000000003 -0.15572 61.982402197500001 1.0000000180025095e-35 0.078905000000000017 78.626646483100004 37.999598532650005 65.687097501250022 0.11531000000000002 39.577821550850011 -0.08786999999999999 38.625745710700009 64.02831883475001 62.391047833300007 42.536568606950006 37.038444968100009 -0.25095999999999996 71.249517373150013 -0.59502499999999992 0.20949500000000004 -0.55648999999999993 42.006870117350005 0.087795000000000026 0.09013000000000003 -0.093879999999999991 0.085820000000000021
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 20 7 10 -9 -10 -7 15 -6 -14 -11 19 17 26 -19 -3 21 -1 -8 -2 -23 -26 29 28 -28 -17
right_child=23 2 -4 -5 12 6 22 8 9 14 -12 -13 13 -15 -16 16 -18 18 -20 -21 -22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0023111094459805919 -0.0019468053179667968 0.00040985374293407283 3.9233738741573646e-05 0.0012606425648989015 0.00092940430254167584 0.00038395018409813207 0.00096252483023586462 0.0014959575827897837 -0.0020817919996045701 -0.00089489218341330158 -0.0022111491410796926 -0.00076501890191792653 0.0011915162714676089 -0.002230865638462289 0.00064541373642572266 0.0001935857575899288 -0.00086380411659569005 0.0014943935340801238 5.7646885229184731e-05 0.0016088469757899507 0.0012273765703978339 0.0013800126842107774 -0.0021011796024593627 0.00089814843138069297 0.00080879485630125164 -0.0025560500615542008 0.0002578930708760801 0.00031688971515328641 -0.0019166428384591223 0.0011598245750515947
leaf_weight=0.9233936802484094 1.9440105543326347 7.0798784345388395 109.90990248584421 7.3954908922314635 6.2674165824428183 1.1527452062582626 0.41611379384994496 2.0168822295963755 1.4387348676100353 2.5656106169335535 2.0412013118038885 3.4380669500678769 1.0577368922531607 1.2021452183835206 4.7614335052203396 26.497523715719581 4.0170379523187867 6.1961126103997213 3.5064708963036537 4.7082787156105042 2.8083211489720288 1.5861407814081756 4.0397375784814349 0.49765122449025501 2.1930831238860269 1.1083741281181572 3.6305980607867241 43.769823384471238 4.7762202378362399 10.979592576622961
leaf_count=96 693 43 1597 55 41 53 2 15 63 40 104 27 13 30 44 193 37 38 18 28 44 20 252 64 41 24 14 243 44 58
internal_value=0.000157482 0.000171192 0.000216144 0.000370469 -0.000126858 -0.000329625 -0.000616267 -0.000234079 7.41165e-05 -0.000253029 -0.00127454 0.000314961 0.000516395 -0.000629021 0.000106066 0.000347203 0.000285449 0.000331914 0.00097516 0.000888741 0.000283363 -0.000172858 -0.00181507 -0.00136696 0.000231113 -0.00032086 0.0002623 0.000108328 -0.00097754 0.000476663
internal_weight=273.926 271.484 235.905 125.995 35.5791 27.0518 18.4325 13.9766 10.7827 8.76578 3.19395 118.6 8.5273 2.25988 7.32704 115.162 103.373 99.3563 9.70258 11.7882 8.61931 5.81099 4.45585 2.44166 4.8876 3.30146 89.6538 52.1766 8.40682 37.4771
internal_count=4034 3277 2395 798 882 798 573 319 162 147 157 743 84 43 84 716 645 608 56 71 225 181 254 757 85 65 552 301 58 251
is_linear=0
shrinkage=0.00184769


Tree=538
num_leaves=31
num_cat=0
split_feature=0 1 1 2 1 4 1 1 1 4 2 2 2 4 4 0 4 4 3 4 4 4 1 2 3 3 1 3 0 3
split_gain=0.241339 0.628861 0.782919 1.29064 1.11326 0.6536 0.592404 1.45774 0.622011 0.5922 0.929036 0.786876 0.666725 0.554157 0.661999 1.25045 0.816435 0.476881 0.58508 0.706789 1.02993 1.19257 1.52762 0.98823 0.467597 0.861676 0.443718 1.98621 1.34149 1.2981
threshold=98.142164052000012 75.408562100950022 75.634392583900009 -0.10423499999999999 76.279622535200005 40.098777110850008 75.806453904250006 72.752365468100024 71.246828915000023 38.625745710700009 0.26941000000000009 0.10957500000000002 -0.60024999999999995 39.184300550350009 40.206947806850003 102.31465107045001 40.316494640950005 40.80591513400001 0.11922500000000003 40.890797847750008 41.827117825850003 42.434124620650003 80.468240302450013 0.20167500000000002 0.085235000000000019 0.082535000000000011 71.246828915000023 0.09914000000000002 96.039789794050009 0.076615000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 -3 5 -5 -4 7 8 -2 11 13 12 -8 -11 15 -15 -16 -18 19 -19 23 -22 -23 -21 25 -6 -1 28 29 -28
right_child=6 2 3 4 24 -7 9 -9 -10 10 -12 -13 -14 14 16 -17 17 18 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013559486777175913 -0.012013450786778034 0.025290606687308516 0.0080483692779567094 -0.016666663918395976 -0.042542923194855607 -0.050462565110161187 0.012770030495929164 -0.041352097632151807 0.033723438742679031 0.02256624644957134 -0.043341388297601764 0.0066243030214725267 -0.042963521620708607 -0.042669659026568912 0.043077400913954698 0.014820695778969118 -0.020007055264166067 0.019710172739755151 0.038064055719526348 -0.038299380493398878 0.026697500551011773 -0.043545242830901325 0.0074712577335594695 0.0094240234537294638 0.033667839012123127 0.03396307188681557 0.0055644724102192795 -0.043939824859725481 0.0037502643007700743 -0.040087585607433279
leaf_weight=158.60472454794217 1.0037832357920735 3.3862017113715392 0.4033853127621112 1.3571453690528867 0.37249773216899518 0.84927210211753845 0.3879530948906903 1.7716268556832799 0.73994861054234196 1.9575063285447019 0.62667950446484511 1.3366977748955831 1.4822240435532905 1.2633839650079637 0.73501832730835204 0.94912110132281657 1.2652833173633542 2.639678783307315 0.69724375494115598 1.8094845557061474 2.4350337416108232 1.1601912874320985 3.0541733080826816 0.9468090587761252 2.2175093524856493 0.48607441724743694 1.5009536210855068 1.6820787009783078 15.743535468820481 2.2000983082980383
leaf_count=2124 31 20 10 9 29 54 31 74 17 41 40 85 277 39 9 65 45 27 12 105 78 69 378 9 26 14 49 52 91 124
internal_value=0.000687486 0.00116035 0.0108829 0.00230241 0.0118878 -0.0316207 -0.00271205 -0.017172 0.00739489 -0.000477333 0.00199672 -0.0155518 -0.031402 0.00349899 0.00129768 -0.0180074 0.00419484 0.00215461 0.00435516 0.00240392 -0.00245302 0.00561059 -0.0065733 -0.021906 0.0244858 0.000770393 0.000669596 -0.00448308 -0.00106982 -0.0215735
internal_weight=215.065 188.803 9.07209 5.68588 4.43323 1.25266 26.2618 3.51536 1.74373 22.7465 19.5396 3.20687 1.87018 18.9129 16.9554 2.21251 14.7429 14.0079 12.7426 12.0454 9.40569 6.6494 4.21436 2.75629 3.07608 0.858572 179.731 21.1267 19.4446 3.70105
internal_count=4034 2602 162 142 78 64 1432 122 48 1310 917 393 308 877 836 104 732 723 678 666 639 525 447 114 69 43 2440 316 264 173
is_linear=0
shrinkage=0.0378485


Tree=539
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 3 3 1 0 1 4 0 4 0 0 4 2 0 1 4 0 0 1 1 0 1 0 1 0 2
split_gain=1.63626 0.960402 1.59154 1.56307 1.45122 2.08562 1.99614 1.37745 1.3524 1.35122 1.29456 2.05484 1.94259 1.34557 1.30015 1.17613 3.18058 1.1221 1.51896 2.29577 1.27239 2.06932 2.38182 2.66755 1.40526 1.10492 1.55232 1.08137 1.07865 1.05685
threshold=83.740093847200015 93.953546284800012 85.995710218650018 96.163458868000006 71.096275259700022 0.10335500000000002 0.08376500000000002 70.727956495850009 85.925810307250018 72.187789260650007 41.942745071500006 85.812895065800021 42.434124620650003 85.791387400750025 76.451683855550016 42.719328117250008 -0.22932499999999997 93.805681087600007 69.873026810350026 33.96174662340001 93.399723909900004 91.066142252700018 68.910558799650019 67.649671936450019 90.297243227400017 69.873026810350026 94.773526014550015 66.590419433100024 86.135510041400025 -0.06828999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 7 9 25 10 -6 14 12 -12 15 -1 -14 -17 18 20 -20 21 24 23 27 28 -3 -27 -23 -4 -30
right_child=-2 3 17 -5 6 -7 -8 -9 -10 -11 11 -13 13 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0014282837419948976 -0.0014979733171747024 0.00036998319951729878 0.00098791587474765042 0.0001615978768020604 0.00067104611320411135 0.0020137538636094848 -0.0022689339388786852 0.0007946536994574107 -0.0011735492762200185 -0.0022439475301539126 -0.0023338002680400299 -0.0024983564382694765 0.0010419483415529329 0.0020762995069832082 0.00040788267011331123 0.000297424727372338 -0.0019081414236273529 0.0014727497915074778 0.0023626497321105871 -0.0017698942283400326 0.0015134331956473618 0.00010796422028653631 -0.0024080427130625456 0.0010457140985840564 0.0011989616770347387 -0.0021040407715991441 0.00023398028849703345 -0.0018521357337194879 0.00013313233518431254 0.00060097051237146767
leaf_weight=1.6920279798214313 2.4118383650493334 2.1538948556408304 10.834184223785995 65.455152186812484 2.4987116232514377 1.7181203400250513 3.710962348326575 2.8577436059713364 3.8717743894085279 0.90317877603229124 1.542590981698601 1.6761978045105923 3.0314627607585871 1.2767427191138274 32.683908574283123 8.9891990422038379 3.915797687368463 3.9303457043133667 0.69868135452270452 2.8418390211299993 4.1560276011005035 1.9341762661933879 2.1163622215390197 4.9104620506986976 9.6067891456186754 3.7120482018217444 1.7399846930056808 2.9882748844102025 55.021701361984007 31.777766009792693
leaf_count=240 757 18 58 882 73 14 133 22 31 80 55 27 40 5 251 175 206 29 2 96 21 13 17 34 64 69 27 52 341 202
internal_value=0.000177004 0.000191734 0.000272566 1.09978e-05 -0.000499898 -7.18684e-05 -0.00123296 -0.000414325 -6.91569e-06 -0.000102865 7.54983e-05 -0.000331666 -0.00013803 5.87481e-05 0.000317504 -0.000102887 -0.000371816 0.000397932 0.000364639 -0.000954384 0.000402501 0.000363764 -0.000442472 -1.94174e-05 0.000453598 -0.000868569 -0.00135787 -0.00108195 0.000380258 0.00030441
internal_weight=276.658 274.246 189.496 84.7498 19.2946 12.1818 7.11285 10.4637 58.6797 3.40189 54.8079 20.432 18.7558 17.2132 34.3759 15.9365 12.905 130.817 126.886 3.54052 123.346 119.19 11.9493 9.83291 107.24 7.60593 5.45203 4.92245 97.6337 86.7995
internal_count=4034 3277 1959 1318 436 150 286 136 1030 153 999 508 481 426 491 421 381 929 900 98 802 781 116 99 665 114 96 65 601 543
is_linear=0
shrinkage=0.00204248


Tree=540
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 4 1 0 0 1 2 1 4 4 3 1 1 0 1 2 0 4 4 3 1 4 2 3 4
split_gain=1.33566 1.22755 1.94221 2.65663 1.77294 1.71163 1.51908 2.34258 1.50053 3.24356 3.21364 1.437 1.37058 3.06557 1.64346 1.21996 1.64278 1.85574 1.57567 1.1731 2.50508 1.77698 1.47447 3.44013 2.34762 1.8693 1.5386 1.45571 1.35456 1.60932
threshold=83.740093847200015 85.667718326750006 66.590419433100024 90.297243227400017 61.923256118600001 89.813320763900023 38.625745710700009 64.02831883475001 91.937202686950016 90.767723400200012 67.300172379550006 -0.097294999999999993 62.111448187750007 42.779078631750004 43.384297312450009 0.12535000000000004 68.20618276945001 69.873026810350026 93.399723909900004 62.052302108850007 -0.089094999999999994 86.382848189450016 41.872294782850005 42.824128352900011 0.088655000000000025 61.987779113750001 43.047778594550003 -0.06483499999999999 0.091645000000000018 40.583589072600013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 11 12 9 10 -4 -3 19 -14 -15 16 -10 18 -18 22 -21 -22 25 24 -24 28 -25 -27 -8 -30
right_child=-2 2 8 -5 -6 -7 7 -9 15 -11 -12 -13 13 14 -16 -17 17 -19 -20 20 21 -23 23 26 -26 27 -28 -29 29 -31
leaf_value=5.612693008139461e-05 -0.0015953356349074346 0.00029999603007984944 0.0017409080693982352 0.0014773209501421872 -0.0011778620821142488 -0.00098150320833076811 -0.00063576971853564158 -0.001228928696825079 -0.0015856157219504938 -0.0024593987272593532 -0.0021579583384702217 0.0018158396586293918 0.00103601621691438 -0.0016799135708811959 0.00048710327830648562 -0.0014902242925710133 6.6543707773976529e-05 5.8045221752339646e-05 0.0015933526731085623 0.00059269968876681054 -0.0025206922393540003 -0.00043207576077805077 -0.00016450158507330345 0.0017799848666836316 -0.0027615736734066293 0.00035607602557352782 -7.9817530432076963e-05 0.0015501481605139349 0.0013564612456144866 -0.00012455349399418536
leaf_weight=25.607675835490227 1.9997472980467126 5.5093790292739868 2.8127841409295788 10.226217441260813 7.0083787487819782 4.5632933005690566 7.4751296564936665 4.5679384544491759 2.5704539576545349 3.4737312664510682 1.5494495964376254 6.3758098483085615 27.731690715998411 3.3523114323616019 3.2646006420254707 2.2450971785001448 5.5927983447909337 85.254034344368847 7.4486149942968041 7.6028486602008369 2.8554440941661579 5.908416423946619 3.3958951942622653 3.4761671368032676 3.1901897620409727 8.4430900439620036 5.3187027769163251 11.259551279246805 6.0521799325942984 8.1189471557736379
leaf_count=521 757 27 13 64 321 33 41 41 28 68 52 38 181 25 24 55 30 1308 43 34 25 41 20 18 44 33 36 52 21 40
internal_value=0.000175057 0.0001876 0.000239421 0.000410926 -0.000209027 0.000326035 0.000374193 0.000295784 2.50339e-05 -0.000892059 0.000356045 0.00111317 0.000360606 0.00071878 -0.000610768 9.47287e-05 0.000130007 0.000174871 0.000938582 0.000192297 -0.000320429 -0.00111259 0.00034022 -0.000234418 -0.00142248 0.000553974 0.000655268 0.00103846 0.000112992 0.000507956
internal_weight=284.251 282.251 249.635 138.688 32.6161 128.462 123.898 112.013 110.947 7.83597 4.36223 11.8852 107.445 34.3486 6.61691 103.111 100.866 98.2954 13.0414 73.0966 16.3667 8.76386 56.7299 15.381 6.58608 41.3489 8.79487 19.7026 21.6463 14.1711
internal_count=4034 3277 2435 838 842 774 741 676 1597 133 65 65 635 230 49 1464 1409 1381 73 405 100 66 305 118 64 187 54 85 102 61
is_linear=0
shrinkage=0.00217391


Tree=541
num_leaves=31
num_cat=0
split_feature=0 0 3 3 1 3 4 2 4 3 0 3 4 1 2 2 1 1 3 4 1 3 4 3 1 2 1 2 2 1
split_gain=0.230014 0.660935 0.604252 0.937603 1.49426 0.889915 1.22311 1.53401 1.18455 0.671358 1.19607 0.824705 1.93486 0.669022 0.647875 0.582592 1.03733 0.797187 0.527582 0.523429 0.495212 1.59121 2.02916 0.966186 0.793655 0.552325 1.34234 1.32963 2.03875 1.58646
threshold=85.705356740550016 85.764502819450016 0.10184000000000003 -0.15572 61.982402197500001 1.0000000180025095e-35 41.32819714970001 -0.016679999999999997 37.999598532650005 -0.25095999999999996 71.249517373150013 -0.55648999999999993 42.006870117350005 61.45546440395001 -0.59502499999999992 -0.116995 61.950140699950005 57.772276765200012 0.11334500000000002 37.311503175250003 61.987779113750001 0.094175000000000023 40.664404858950007 0.08376500000000002 62.009286778800011 -0.095854999999999996 62.095317438950012 -0.081354999999999997 -0.08262499999999999 75.408562100950022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 5 8 7 13 -5 10 -1 -12 -13 19 -6 -8 17 -17 -4 -7 21 23 -23 -3 -22 26 -26 28 29 -27
right_child=1 20 18 4 14 6 15 -9 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 -21 24 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.052518398665779162 0.017675426964836947 -0.0026104654091924869 0.01571852454474584 0.014793314758303271 0.014755212748029259 0.018809625892408442 0.035493777033735824 0.017969552399950163 -0.049383654030499845 0.026008753654426647 0.032526533194247163 0.018839309922655541 -0.056493982446170557 -0.060806434632389106 -0.046944772493172519 0.013177346772082509 0.025108373653925996 -0.049975522383077647 -0.0097733579179261204 -0.045538010994309305 0.014398466395683523 0.027910163179917787 -0.010608315310174041 -0.030353603219334963 0.024370193352225181 -0.013232509091962644 0.0022598348955289384 0.0017542912007943077 -0.051709373251723569 0.011853958861880525
leaf_weight=0.70748125147656526 4.1986316572874776 3.8698843047022837 4.6757171510253093 0.74058551096823011 0.33570553362369571 0.44646265194751578 1.5438505625352261 1.2508904158603362 1.5435984493233261 2.0648577561369228 1.3721054253401237 1.702521553845145 0.91060119681060303 1.1968911595176903 2.5131487623439162 0.61635624617338181 1.8290588308591396 0.7983517978573218 2.0244641602039337 0.43363405601121485 8.09622266422957 4.2180901989340764 5.4613063936121762 5.0154649266041815 5.3007049337029448 15.103326031123293 48.463491277600042 80.883111447859847 1.8405002759682236 6.1822971847723229
leaf_count=96 30 26 37 53 2 14 16 27 104 44 20 41 24 13 252 22 11 32 47 27 46 20 35 38 27 179 1241 1334 76 100
internal_value=0.000796903 0.00130989 -0.00282645 -0.0064577 -0.0129073 -0.00557488 0.000899008 -0.0185253 -0.028576 0.00618703 -0.00253481 0.00633858 -0.00741226 -0.0405047 -0.0396741 0.0144008 0.00436178 -0.0224612 0.00801614 -0.0128952 0.000937329 -0.00552377 0.00617728 -0.0182705 0.00166048 0.00100682 0.00443973 -0.000767709 -0.00958835 -0.00594628
internal_weight=215.339 188.633 26.7063 20.0061 13.2485 10.3997 8.1155 3.32788 2.28418 6.75757 4.69271 3.98523 2.61312 2.07699 2.84885 4.78762 3.24377 1.41471 6.70018 0.880097 184.434 18.5647 9.6794 8.88535 165.87 157.773 53.7642 104.009 23.1261 21.2856
internal_count=4034 3152 882 798 573 319 162 81 157 225 181 85 65 54 254 81 65 54 84 41 3122 119 55 64 3003 2957 1268 1689 355 279
is_linear=0
shrinkage=0.041715


Tree=542
num_leaves=31
num_cat=0
split_feature=0 1 0 3 2 0 3 4 3 3 3 0 1 1 3 1 2 1 0 1 4 3 1 3 0 3 1 1 1 0
split_gain=0.245921 0.539685 0.91022 0.653526 0.535435 0.506896 0.542651 0.735102 0.703782 0.581191 0.776446 0.519746 0.504899 0.670715 1.15292 1.39402 0.488519 0.477308 0.614159 0.594109 0.523451 0.447222 0.394359 1.88085 1.3453 1.23723 1.06574 1.30743 0.635948 0.566404
threshold=98.142164052000012 77.086159974350025 100.15850764985002 0.11278000000000003 -0.089094999999999994 107.57327517365 0.10608500000000003 36.728658719300007 0.11379500000000002 0.087475000000000011 0.086355000000000029 101.18549865570002 75.408562100950022 75.634392583900009 0.082535000000000011 76.279622535200005 -0.13734499999999997 78.527173532250018 100.52682641375002 78.962703749400006 39.458743938000005 0.079205000000000012 71.096275259700022 0.09914000000000002 96.039789794050009 0.076615000000000016 70.776348742200014 70.389210771400016 70.727956495850009 96.959242474650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 -2 6 7 -3 -8 10 11 -9 22 -14 -15 -16 -13 -11 -19 -20 -21 -18 26 24 25 -24 27 -1 -29 -26
right_child=1 5 -4 -5 -6 -7 8 9 -10 17 -12 16 13 14 15 -17 21 18 19 20 -22 -23 23 -25 29 -27 -28 28 -30 -31
leaf_value=0.0014430035154134916 -0.0057920126196237031 -0.044787500671981839 -0.046935200769652664 0.022374285148925366 -0.044592167150169809 -0.042117546982099387 -0.055689973901162988 -0.027445379662430814 -0.0012758432828784225 -0.0041601115811393452 -0.058439262690257093 -0.043060072183796178 0.026148962076935379 -0.046842556863736458 -0.021790929570384254 0.025932507601318575 0.03748908810174182 0.04117061988911936 0.035954408464066619 0.019615194701308535 -0.0068527879236242248 0.0024321724674101876 0.005269485593502524 -0.047913761017675444 0.0091569164459006369 -0.043937935247716546 0.025689692480967422 -0.047575815979882884 0.0039529789479904884 -0.008217769224516858
leaf_weight=152.66991090128431 2.7149849688867107 0.53424561815337313 1.1911160307354292 1.0900936750695107 0.80705652595497968 0.48361521171136601 0.64272558450465922 1.0620837125461573 1.177427702466957 2.757978447712957 0.44617308932356525 0.34128967585275471 3.2419655583798868 0.7284669518994632 1.6249413155019281 3.1385697142686695 0.78254981365170717 1.4006182979792337 1.3081463836133478 2.2890998389921151 3.0463168315473013 3.4110661511076614 1.5142586928268493 1.6180847682990123 11.51650849543512 2.1811786045436747 3.1200310478452584 1.4257493720506311 0.59327817568555463 4.589970677625387
leaf_count=1955 51 91 65 16 38 645 24 32 42 30 17 123 20 80 13 49 29 7 17 35 69 101 49 54 57 179 25 71 14 36
internal_value=0.000721935 -0.00313328 -0.0143418 -0.00592428 -0.0146829 0.000171319 0.00123652 0.00351196 -0.0204904 0.00504377 -0.00534255 -0.00110986 0.00124468 0.011064 0.00215929 0.00965296 0.00505797 0.0108543 0.016002 0.0106959 0.004503 0.00897397 0.000766174 -0.00455879 -0.0010161 -0.0237745 0.00148895 0.00100083 -0.0324344 0.00420554
internal_weight=213.45 25.4866 5.80325 4.61214 3.52204 19.6833 19.1997 17.3796 1.82015 16.8453 6.04316 5.59699 187.963 8.73394 5.49198 4.76351 4.53491 10.8022 8.04418 6.64356 5.33542 4.19362 179.229 21.42 19.8019 3.69544 157.809 154.689 2.01903 16.1065
internal_count=4034 1432 170 105 89 1262 617 551 66 460 302 285 2602 162 142 62 253 158 128 121 104 130 2440 375 321 228 2065 2040 85 93
is_linear=0
shrinkage=0.0418233


Tree=543
num_leaves=31
num_cat=0
split_feature=0 0 1 3 4 2 4 4 4 2 4 0 3 0 1 0 4 0 4 2 0 2 0 0 3 3 4 0 1 2
split_gain=0.216168 0.691864 0.663934 0.87857 0.546853 0.390826 0.367341 1.06713 0.986444 0.789348 0.747262 0.515462 1.13329 0.394895 1.3103 0.833191 2.02029 0.968179 0.728077 0.707439 0.678805 0.5887 2.41467 1.89656 1.13957 1.03652 0.751598 1.32795 1.10253 1.01937
threshold=85.667718326750006 85.624702996650015 61.982402197500001 -0.16320999999999999 44.756878345700009 -0.55354000000000003 49.122847560300009 48.778770352700008 44.421469061800003 -0.51146999999999998 47.709122305950011 95.620390325650007 0.089415000000000022 85.812895065800021 62.025417527550012 85.995710218650018 40.636252116050009 86.135510041400025 41.319407281650008 -0.62218499999999988 93.399723909900004 -0.16276499999999997 87.638358136350021 89.415428960600011 0.11002000000000002 0.10040500000000002 39.110279783550006 94.985914206850012 78.285212300550015 -0.58559499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 8 13 -8 -10 -12 -13 14 18 16 -15 -17 -2 20 -19 22 -21 -24 25 26 29 -28 -29 -25
right_child=6 -3 3 4 5 -7 9 -9 10 -11 11 12 -14 15 -16 17 -18 19 -20 21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.00095953484791141215 -0.015621393732406182 -0.044774507811714791 0.0096420340136211726 -0.040794192937779306 0.041097862614674137 -0.037967114404811687 0.026450758072785262 0.03523105389676856 -0.034083033789781905 -0.040287719170246469 0.028326446673687534 -0.054873485536065844 0.025372610863708837 0.0062785047671582847 0.024552241863686163 0.013621016662205492 -0.028253327834164114 -0.043836625329429481 0.0072023148370230095 0.034735655170846189 -0.0010307384384416322 0.00024706035804196783 -0.050951523596940565 0.0096739957699565962 0.032643350026681471 -0.044056205257910618 0.036748847706647755 -0.016789907768959278 0.026899682349943763 -0.039038749709100908
leaf_weight=17.760948730021489 3.0783342570066434 0.55148819391615589 1.104242885601707 1.7456379803479642 0.22426021099090576 0.14824443368706841 0.3641938912041951 1.3005775264755346 2.001330423619947 0.82851907409349113 0.59757471969351161 0.51832644709793363 0.48754505673423409 5.1425314098596555 4.3461891096085301 8.7989690722897631 4.5659596384502947 0.98739646642934475 5.6705513009801507 3.6786653418093911 1.1387208188389193 135.20176419390555 0.97161203622817893 1.2240577855554877 1.6898284518101707 0.73914916187641289 1.8298041261732576 2.5237736031413083 1.2246632923488503 1.2289210578001037
leaf_count=555 17 16 23 193 1 54 8 16 228 241 7 30 11 27 34 58 57 10 38 24 47 2034 11 36 24 26 14 35 82 77
internal_value=0.000586681 -0.00300104 -0.00190314 -0.0176815 -0.0319259 0.00963264 0.00099302 0.00112496 0.000888574 -0.0199092 -0.0186853 0.000533277 -0.0159783 0.00127196 0.00759537 0.000787568 -0.00996202 0.00143483 -0.000828308 0.000731422 -0.0209103 0.00103754 0.00811037 -0.00045743 0.00423279 -0.0012412 0.00269925 0.0103639 -0.00251595 -0.0147307
internal_weight=211.674 21.5348 20.9833 3.22239 2.11814 0.372505 190.139 188.946 187.646 1.19271 3.60478 1.60345 1.00587 184.041 13.0951 170.946 9.70849 161.237 8.74889 152.438 2.12612 150.312 15.1105 11.4318 10.4602 8.77037 8.03122 5.57824 3.74844 2.45298
internal_count=4034 842 826 271 248 55 3192 2943 2927 249 276 48 41 2651 89 2562 84 2478 55 2420 57 2363 329 305 294 270 244 131 117 113
is_linear=0
shrinkage=0.0377826


Tree=544
num_leaves=31
num_cat=0
split_feature=4 2 3 4 1 0 0 0 3 1 2 3 1 0 2 1 0 4 0 3 1 1 2 2 3 0 3 3 1 2
split_gain=0.208218 0.391962 0.327025 0.30256 0.506265 0.557395 0.966529 0.702474 0.714308 1.18691 0.713541 0.368997 0.306146 1.73108 0.536883 0.414074 1.28138 1.22332 1.19945 0.875608 0.486981 0.722443 0.513986 2.07237 0.784537 1.57596 1.57363 1.23842 0.827624 1.10386
threshold=32.051492741500006 -0.10623499999999998 0.088555000000000023 35.419594101850009 61.778079379550007 89.582113364650013 89.813320763900023 91.937202686950016 0.098075000000000023 72.378669787950017 -0.11572 0.11531000000000002 61.622148808000013 82.602876058000007 -0.046635000000000003 64.665483411650015 89.705782438650019 38.625745710700009 85.425757095000009 -0.27172999999999997 63.353515844050008 62.391047833300007 -0.078649999999999984 -0.077085000000000001 0.085820000000000021 85.995710218650018 0.086030000000000009 0.072205000000000033 61.901748453550006 -0.08262499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -8 9 -9 -11 -10 13 -5 -15 16 17 18 -14 -17 21 22 24 -24 25 -19 -26 -27 -28 -30
right_child=3 2 -4 12 5 6 7 8 11 10 -12 -13 15 14 -16 19 -18 20 -20 -21 -22 -23 23 -25 26 27 28 -29 29 -31
leaf_value=-0.055047906372527329 0.035905707847329361 0.023519282174813215 -0.051038858086331781 0.0019597731765178634 -0.020386856884519442 0.050965280049923394 -0.027243531507221648 0.050629290457204303 -0.025432566051415098 0.026964737927256108 -0.054788694638469686 0.011473339983135674 -0.0040494300505581051 -0.058889507767107017 -0.013098710237112026 -0.053379832883292899 0.036490304466380297 -0.044647941445390506 0.044165366272930079 -0.0010441420334455509 -0.018378769823715283 0.018579893881129697 0.043668004462913093 0.0013297917762307178 0.035483648638984074 0.015353700481620913 0.017641184095843681 -0.019797288319007126 -0.0020402515958220821 -0.033573774281126081
leaf_weight=0.42534910508948087 1.3090423266403366 0.47157876441633451 0.17942244641744765 9.8528640923032054 1.6167264221585336 1.0898383408784864 1.3357280283235011 1.7467437516897919 1.2389316632106786 0.46183866214414426 0.48205752358626497 1.1579440800560403 1.8753490601666261 1.5550474009942266 0.88914614380337198 0.71190510668384277 2.4563977178186169 2.7364725316874674 2.9068848192691803 89.253584697275073 2.8164811243768773 5.1348396798130116 2.7669108733534804 33.230077674495988 2.6485730735585085 4.0467668175697309 4.0047020539641407 4.8903883434832096 23.891295126639307 2.7331883152946856
leaf_count=103 24 40 39 345 36 6 11 9 25 26 51 17 47 39 12 84 36 125 27 2224 31 38 71 275 23 18 16 34 168 34
internal_value=0.00066313 -0.0199572 0.00297031 0.000769406 0.00856903 0.00464947 0.010037 0.00309264 0.0110574 0.0276806 -0.0147876 -0.00760312 0.000359029 -0.00682385 -0.0422318 0.000833647 0.00297841 0.00209971 0.025258 -0.00145828 0.000853945 0.0014832 0.0003987 0.00458412 -0.00295298 -0.0134372 0.000724839 -0.00388083 -0.00228083 -0.00527739
internal_weight=209.916 1.07635 0.651001 208.84 10.4389 9.12981 7.51308 6.42324 5.08752 2.69064 0.943896 2.39688 198.401 12.2971 2.44419 186.104 96.1383 93.6819 4.78223 89.9655 88.8997 86.0832 80.9484 35.997 44.9514 11.6736 33.2778 8.93716 30.6292 26.6245
internal_count=4034 182 79 3852 205 181 145 139 128 86 77 42 3647 396 51 3251 943 907 74 2308 833 802 764 346 418 177 241 52 218 202
is_linear=0
shrinkage=0.0470034


Tree=545
num_leaves=31
num_cat=0
split_feature=0 3 1 3 3 4 4 4 1 4 4 2 2 2 0 4 4 1 0 0 0 1 4 3 3 3 2 2 4 1
split_gain=0.203345 0.81526 0.313637 0.519415 0.413267 1.07312 0.606704 0.548453 0.452606 0.407932 1.2368 1.03779 0.694795 0.697797 0.501261 0.492874 0.352367 0.452874 0.439446 0.78719 0.695481 0.577562 0.776396 0.337594 1.33388 0.94994 1.16753 0.826225 2.11892 1.13131
threshold=71.131225215400022 0.049900000000000007 55.782817748650011 -0.55648999999999993 -0.27628999999999998 40.040005255000004 32.724174661450007 30.317390213800007 68.34060567600001 47.927946529500012 44.421469061800003 -0.60918499999999998 -0.16276499999999997 0.04932000000000001 78.14810093585001 35.782584506850007 35.419594101850009 61.87486387225001 89.582113364650013 89.813320763900023 91.937202686950016 73.553525990900013 33.151194885250007 0.084360000000000018 0.083950000000000011 0.085495000000000029 -0.080019999999999994 -0.06483499999999999 37.627645350900004 62.084563606450011
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 10 14 -12 -11 -14 15 -8 17 -16 -19 -20 -21 -22 -23 24 27 26 -25 28 -18 -30
right_child=2 -3 3 4 6 -7 9 -9 -10 12 11 -13 13 -15 16 -17 23 18 19 20 21 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0483060954695178 -0.028689348550197086 0.017719453393108008 0.025056734749227892 0.0060619426773906781 -0.045783486999275751 -0.056353391694980492 0.018586463323351069 -0.053564933347682052 0.027923479305452911 0.019519739616136209 0.031941482490964047 -0.038973768606112486 -0.045317733254326954 0.017875080104636398 0.036924310947410333 -0.045168930214580044 -0.054880289051820977 -0.01451638959448724 0.04579491300318525 -0.021758168789992004 0.02209327671940594 0.034140631848399966 -0.045392935989856532 -0.0048966069153098049 0.04077409873672206 0.00051559168424276361 -0.044762314958615497 0.0083492148419605696 -0.012907090889010268 0.0074572481233846962
leaf_weight=0.68998260398802702 0.65771349478745733 0.66588396695442498 1.5810461742075848 1.2828617382838268 0.23956718755653017 0.81701071437419148 0.30318763095419743 0.7067636258816492 0.4081215265832725 4.6765274239587598 0.44538277148967642 2.3304292151369728 0.68135927294861065 0.59147607939667068 0.96828659810125639 0.79797453479841352 1.3520264097169299 1.5175585139077155 0.99348488450050343 1.3616939345374701 3.1603839872404933 0.35460091198910948 0.59652234216628131 4.7701419322111178 1.7130044710356731 129.21219423595176 1.8463465069071379 22.168415613450634 7.7580740419216481 13.622375893406568
leaf_count=175 35 16 29 48 17 32 11 55 69 59 9 300 228 31 16 142 55 25 6 11 17 9 86 59 21 1669 32 305 79 388
internal_value=0.000550917 -0.0158801 0.000658586 0.000752171 0.000564427 -0.0182224 0.000759168 -0.0276346 0.000660737 0.000950291 0.000615753 -0.0275953 0.0119306 -0.0159526 0.00102256 -0.0276149 0.00118732 0.00943242 0.00609835 0.0109361 0.00460858 0.013341 -0.015741 0.00078273 0.00390842 -0.00028995 -0.0160212 0.00250197 -0.00320019 6.78784e-05
internal_weight=208.27 1.35587 206.915 206.257 204.676 2.09987 202.576 1.35445 0.647689 201.221 195.272 2.77581 5.94936 1.27284 192.496 1.10116 191.395 8.95253 7.98424 6.46669 5.4732 4.11151 0.951123 182.443 46.6139 135.829 6.61649 44.9009 22.7325 21.3804
internal_count=4034 191 3843 3808 3779 80 3699 141 86 3558 3240 309 318 259 2931 153 2778 170 154 129 123 112 95 2608 848 1760 91 827 522 467
is_linear=0
shrinkage=0.0425671


Tree=546
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 1 4 0 1 4 4 3 1 0 2 3 0 4 3 3 2 3 1 2 1 4 4 2 1 2
split_gain=1.4606 1.08119 2.24557 1.48247 1.34284 1.53575 1.30438 1.21426 1.18382 1.8536 1.85013 2.79846 2.10297 1.57039 1.21556 1.18726 1.11385 1.11997 1.5237 3.00112 3.14121 2.4852 2.42767 2.2388 2.23221 1.4227 1.35047 1.66446 1.28412 1.18487
threshold=83.740093847200015 94.047642319350018 96.682331287150021 72.378669787950017 93.805681087600007 69.999384342500022 39.110279783550006 97.878695155250014 80.468240302450013 42.310579034350006 39.952536079750011 0.091935000000000031 72.752365468100024 99.239054969250006 0.096390000000000017 0.097015000000000032 85.705356740550016 38.478081868400004 0.087795000000000026 0.09013000000000003 -0.093879999999999991 0.08895500000000002 63.705703859100005 -0.15248499999999998 62.213609596700003 42.388109226950007 43.572676689450006 -0.102645 61.901748453550006 -0.091179999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 16 -6 -4 9 10 12 -12 -9 -13 -10 -16 -1 29 26 20 -20 -22 24 -24 28 -26 -19 -28 -21 -18
right_child=-2 2 7 -5 6 -7 -8 8 14 -11 11 13 -14 -15 15 -17 17 18 19 22 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-7.5435246504792244e-05 -0.0013425559609394023 -0.00039152183695071612 0.00051598499780308607 -0.0022435557262773971 0.00019413471888826095 -0.0012398418406969515 0.0018983076756090725 0.00086352317397182245 0.00069031778860373274 -0.0015416168391723891 0.0010364037123741024 -0.0023858144445934896 -0.0015556412885194475 9.0164719239812789e-07 -0.0021646162157472528 0.00026400321854613948 0.00016584153897879265 0.00058917220287875189 0.00032137922521449983 0.0011197433114522662 -0.0029783108556141295 -0.00032326457948748114 0.00066439175209177608 -0.0012861772466548631 0.002085612710912847 0.0005435915817721095 0.00059782815724822367 -0.0015392463921156789 6.6690077351434286e-05 0.0010627330293247138
leaf_weight=32.966040248138597 2.3749686365918015 20.242161476868208 23.989475563168526 1.7339723714394484 3.1212663110345593 2.6182932421797878 3.544482201570645 1.8347377330064834 11.227538001490755 3.7699866911862037 8.1266753533855063 1.6003291253000487 4.8068128881277516 2.8032313548028469 1.2007119753397995 1.9549620868638156 9.0114957271143812 47.813178693410009 4.0935094952583313 4.8823908772319546 3.2373548187315446 2.1801412217319012 3.2223620973527431 6.6866449266672117 4.1457204669713956 4.7378006428480148 2.8131798149552196 2.5836558453738681 34.638889502733946 13.746255017817019
leaf_count=875 757 350 148 100 20 94 23 7 209 142 51 29 163 27 63 15 58 349 17 20 35 18 21 57 24 21 30 34 201 76
internal_value=0.000158374 0.00017161 -1.04208e-05 -0.000537652 0.000253104 0.000221621 0.00110032 0.000178548 -3.83296e-05 -0.000309403 -6.70977e-05 0.000367667 -0.000887344 -0.000866472 0.000394043 -0.00066007 0.000243269 0.000316336 0.00024277 5.17296e-05 -0.000949536 -0.00190985 0.000215036 -0.000651861 0.0003925 0.00126321 0.000486283 -0.000425265 0.000196782 0.000707587
internal_weight=271.708 269.333 83.2906 21.9761 186.043 179.377 6.66575 61.3145 37.325 22.9418 19.1718 12.5302 6.64155 4.40356 14.3832 3.15567 176.759 143.793 121.035 67.8248 9.51101 5.4175 58.3138 9.90901 48.4048 8.88352 53.21 5.39684 39.5213 22.7578
internal_count=4034 3277 1304 450 1973 1930 43 854 706 419 277 107 170 56 287 78 1836 961 827 414 70 53 344 78 266 45 413 64 221 134
is_linear=0
shrinkage=0.00192234


Tree=547
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 4 3 0 2 2 2 1 3 1 4 1 0 3 1 3 2 3 0 3 0 2 1 0 0 0
split_gain=0.324923 0.218768 1.22342 0.971706 0.794713 0.753188 0.493411 0.481561 0.665173 0.482435 0.588736 0.500536 0.466689 0.667036 0.456737 1.64554 2.27745 1.56244 0.791322 0.980516 0.791867 0.708452 0.637537 0.586959 0.720226 0.74186 0.572829 0.515281 0.496695 0.452211
threshold=54.879495816850003 91.066142252700018 67.649671936450019 90.297243227400017 41.872294782850005 39.861052345600008 0.086030000000000009 89.953120586650016 0.20949500000000004 0.13747000000000004 0.10957500000000002 61.93938686740001 0.12535000000000004 68.910558799650019 36.491284729650012 65.020359884900017 89.493394246350007 0.085820000000000021 62.391047833300007 0.097450000000000023 -0.30094499999999996 0.10932000000000001 89.582113364650013 0.093325000000000033 89.415428960600011 -0.083064999999999986 61.049507226200006 85.764502819450016 88.872360418250011 93.953546284800012
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 -3 -7 8 9 10 14 -11 29 -14 17 18 21 26 20 23 -16 27 -19 24 25 28 -2 -17 -20 -4
right_child=1 2 12 4 -6 6 -8 -9 -10 11 -12 -13 13 -15 15 16 -18 22 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.051375447807280372 0.019258937945710777 -0.0017603675237551166 0.0089715630878266037 0.0054033068159901089 0.040615567326390871 -0.015461647601983623 -0.064281356009450508 -0.022630076449952147 0.026983824232555916 0.0026164162243321339 0.031398218245481974 -0.039244539663429417 0.012637671159890642 -0.056302466983412826 -0.027205142210239616 0.027800004920177621 -0.078958493295047907 0.015730875158517926 0.033218157067466149 -0.0088593015994108994 0.00054434549800090788 0.053676695341886856 0.054317641199144465 0.055887841862181611 0.052062875512314769 -0.030753953607604939 -0.041113439516975873 -0.055311901426996428 -0.0061573632869518511 -0.0011439975037256711
leaf_weight=0.29943895264295761 0.54689854411117167 1.5211294377222651 13.330033555452244 3.6469179913401595 2.854677126306342 0.7955936269136149 1.4780624799896029 2.1131128962151697 2.4934829124249509 1.3583151308121153 1.6117253633565258 1.5034632086753843 0.59434781968593486 0.85505366804864025 2.6473712048027656 0.32083838089602001 1.5245349514298139 3.0554038579575717 2.2694311491213739 3.0932106437394395 86.907250892196316 0.55543887615203857 1.6459904015064237 1.2570595990400759 1.225192768499255 0.93607986147980993 1.3919741628051268 0.44463142749737017 1.2363663017749784 64.290869856693462
leaf_count=125 65 15 151 33 37 26 28 30 41 23 33 24 2 68 41 23 18 54 77 25 929 3 9 7 17 26 62 26 7 2009
internal_value=0.000653287 0.000728367 -0.00126203 0.00205166 0.0208641 -0.0289847 -0.0471985 0.00101634 0.001447 0.00088614 0.00141009 -0.0193756 6.84477e-05 -0.0280326 0.000966901 0.000143273 -0.0373351 0.0136703 0.00121428 0.0145371 -0.000275972 0.0107048 0.0292404 0.024989 0.018135 0.00877679 -0.0240842 -0.0204764 0.0193319 0.000593173
internal_weight=207.804 207.504 82.8651 124.639 6.5016 3.79479 2.27366 118.138 116.025 113.531 110.669 2.86178 79.0703 1.4494 109.058 102.417 2.84544 6.64027 99.572 10.0173 89.5546 1.32091 4.70139 6.92413 5.66707 4.44188 1.93887 0.76547 3.5058 77.6209
internal_count=4034 3909 2299 1610 70 69 54 1540 1510 1469 1422 47 2230 70 1389 1199 70 190 1129 159 970 52 63 134 127 110 127 49 84 2160
is_linear=0
shrinkage=0.0499828


Tree=548
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 4 0 0 2 2 2 0 4 1 2 2 2 4 0 3 2 1 2 2 2 2 4 1 1 4
split_gain=1.1343 0.894294 2.30493 1.73241 1.30694 1.62219 1.36774 1.30025 2.03786 1.14536 1.69791 1.35359 1.16726 1.00063 1.13065 1.63648 1.84572 2.26424 1.3532 1.71691 1.96876 3.25807 1.54668 1.54225 1.10344 1.07446 1.03113 1.01817 1.70941 1.07931
threshold=83.740093847200015 66.590419433100024 90.297243227400017 89.953120586650016 87.170566421650008 41.50623664750001 86.89903215050002 87.638358136350021 -0.101395 -0.59502499999999992 -0.23401999999999998 97.991610396700011 39.952536079750011 81.479100559500012 -0.061874999999999999 -0.011675 0.048475000000000011 38.064633603500006 90.633300493650012 0.083495000000000028 -0.08786999999999999 70.776348742200014 -0.083954999999999988 -0.074999999999999997 -0.075639999999999999 -0.085584999999999994 43.426640904350009 68.20618276945001 68.910558799650019 42.488347682450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 -6 -9 12 11 -11 -3 14 18 -16 17 -17 -12 23 27 -22 -23 26 -24 -15 -20 -21 -29 -30
right_child=-2 9 -4 -5 5 -7 -8 8 -10 10 13 -13 -14 25 15 16 -18 -19 19 20 21 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00016610022630177154 -0.0012830026085166382 -0.00051924137878520105 0.0012097882255584032 -0.0015438873770507997 0.0016706860906112644 7.0424021123576441e-05 -0.0010795302612275285 -0.00037979260393845453 0.0011389072060808616 -0.0018586092316042779 0.0017200445872247352 -3.295776173197241e-05 0.0011580687423391415 9.6187436729109764e-05 0.00077005016527652802 0.0009046825342696941 0.00021187735393087256 -0.0020733755292178242 -0.0023813507265193039 -0.0013428857355309209 -0.0024103365088272489 -0.0017282470263238756 0.00083063659106268051 0.00069846114114620968 -0.00085150222759832015 -0.0022412315076896796 -0.00050920147745777051 0.0021345830981540611 0.00043699815253936972 -0.00075415810677711829
leaf_weight=107.99315026431577 1.997588972772063 2.0596374768647348 8.9548111595213395 2.0628312453627577 5.8802134394645718 14.71947813592851 3.358802303671836 5.0821935459971419 9.1317258849740011 3.2372795030241823 1.3721027524443332 2.7977545060857665 5.9986212528310716 1.4583423727599441 16.44221324485261 1.3756838459521556 25.889041771704797 3.0026672654785216 2.9324632859788835 1.3297570236027194 3.0198003014084014 1.6986778434365977 4.7618362882640204 1.2753229045774777 2.0664262222126126 1.4486447516828764 1.7276465036266015 1.8903782069683099 15.145162992528642 3.451697207055985
leaf_count=1334 757 35 64 20 33 84 29 33 73 110 11 69 44 96 133 7 294 67 65 14 54 26 41 20 35 83 173 8 153 69
internal_value=0.000160074 0.000171095 0.000262694 0.000205477 0.000230166 0.00055526 0.000128527 0.000910415 0.000595895 3.31605e-05 -2.50826e-05 -0.00101226 0.000729359 4.09027e-05 7.78144e-05 0.000281859 1.66583e-05 -0.00113767 -0.000156524 -0.000222043 -5.25703e-05 -0.000694454 -8.67774e-05 -0.00117467 0.000321574 -0.00106862 -0.00168729 0.00028715 0.00039295 0.000215912
internal_weight=263.562 261.564 157.183 148.228 146.166 34.8136 111.352 20.0941 14.2139 104.381 96.3229 6.03503 8.05826 90.2879 87.3809 46.7096 30.2674 4.37835 40.6713 39.2992 33.3637 11.5467 8.52694 5.93543 6.82826 2.90699 4.66011 21.817 20.4872 18.5969
internal_count=4034 3277 1670 1606 1586 223 1363 139 106 1607 1528 179 79 1349 1170 501 368 74 669 658 400 156 102 258 76 179 238 244 230 222
is_linear=0
shrinkage=0.00192234


Tree=549
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 4 0 0 2 0 4 4 1 4 0 1 3 2 2 0 0 1 2 2 2 4 2 3 2 4
split_gain=1.41799 2.74642 1.52774 1.7723 2.28096 2.74811 2.42817 1.9237 1.77279 1.71157 1.62291 1.62309 1.4779 1.35377 1.9569 2.62969 2.0655 1.7554 1.43387 1.06919 2.22148 2.12273 1.19125 1.97738 1.42259 2.6575 1.31218 1.25957 1.50281 1.81504
threshold=66.590419433100024 90.297243227400017 89.953120586650016 38.400997490450003 64.02831883475001 43.426640904350009 85.995710218650018 81.87699236280001 -0.26894999999999997 85.925810307250018 41.942745071500006 42.434124620650003 62.116825104000007 40.206947806850003 85.667718326750006 58.167480110400007 -0.25280999999999998 -0.054619999999999995 -0.086139999999999994 91.937202686950016 91.394134144600017 67.940025414550021 -0.059424999999999999 -0.011675 0.048475000000000011 36.79544512155001 0.070580000000000018 0.083495000000000028 -0.08786999999999999 38.804080188450008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 9 8 -1 10 13 -12 -13 17 15 -15 -17 -5 -16 20 21 -2 27 -24 25 -25 -26 -21 -29 -30
right_child=19 -3 -4 4 5 -7 -8 -9 -10 -11 11 12 -14 14 18 16 -18 -19 -20 22 -22 -23 23 24 26 -27 -28 28 29 -31
leaf_value=0.0015023548037196193 0.00063924914607567482 0.0012403683121495765 -0.0013134175842084725 -0.0015094620268131891 -0.0018045191554350317 0.00079132939641884188 0.00041647125556710325 0.00099843736722231898 -0.0017000953242744907 -0.0014695270179226529 -0.0021259581299430835 -0.00011126990078640652 -0.0022425465293402242 0.0011744875473892089 0.0013506134591981191 0.0011367491273339878 -0.0024588238897920596 0.00055721311837182979 0.0002220051870775525 -0.00083596179836260181 -0.0023571031965105467 -0.0022259491766078244 0.00081857166124149855 0.0020450121734355634 0.00071527860629488611 -0.0017135475433636372 -0.00014391305243531986 0.00019137982858217161 -0.0022423385942426759 -0.00027234399365983424
leaf_weight=0.9008936220780045 3.8721150923520318 9.765253830701111 2.3035180419683448 3.09104183036834 4.3202629685401908 2.1792368185706437 78.156027497723699 16.987463078461587 1.9278136689681558 3.1217078054323784 1.8580894838087285 15.550238942669241 1.2484228080138553 1.9786486151861051 8.41044979542494 0.74503593146801561 2.3811055221594817 2.7661403715610531 7.6217643469572058 8.0784025992543302 2.0693885227665305 1.2040062103187663 15.274020558659684 0.82347232775646162 9.6293727837328351 3.5430158572271466 18.334726385743124 32.101874689557008 1.9529184040002281 11.119708831101887
leaf_count=13 27 64 20 31 68 74 464 111 164 28 58 335 24 44 25 2 94 18 33 700 54 62 179 7 103 122 346 509 71 184
internal_value=0.000161142 0.000270865 0.00021 0.000232899 0.000154792 -0.000934149 0.000210552 0.00075882 -0.000680171 -0.000119424 -2.7101e-05 -0.000454535 -0.00026966 0.000268315 0.000490487 -0.000525761 -0.00160191 -0.000533444 0.00081407 -6.80355e-06 -0.000711296 -4.03478e-05 4.3108e-05 0.00025974 -4.26956e-06 -0.00100472 0.000151948 -0.000150547 -2.79768e-05 -0.000566641
internal_weight=273.316 165.313 155.548 153.244 133.428 6.4995 126.929 19.8162 2.82871 48.7726 45.6509 18.6568 16.7987 26.9942 21.137 5.10479 3.12614 5.85718 16.0322 108.003 7.14551 5.07612 100.858 47.6046 32.3306 4.36649 27.9641 53.2529 45.1745 13.0726
internal_count=4034 1670 1606 1586 1298 142 1156 288 177 692 664 417 359 247 198 140 96 49 58 2364 143 89 2221 757 578 129 449 1464 764 255
is_linear=0
shrinkage=0.00188464


Tree=550
num_leaves=31
num_cat=0
split_feature=2 4 3 3 2 3 3 2 2 2 2 2 4 4 1 0 3 2 2 3 3 2 2 4 1 1 0 1 1 1
split_gain=0.19875 1.05979 0.446882 0.398566 0.325331 0.94366 0.725074 1.37603 0.8706 0.345352 0.503926 1.4168 1.03135 0.800879 0.70454 0.407836 0.489835 0.383246 1.38863 1.47278 1.28706 0.525847 0.469874 1.58984 1.31495 1.23065 1.06971 1.06869 2.09854 1.08372
threshold=0.27538000000000007 39.051326806600009 0.09450500000000002 -0.10565499999999999 0.20167500000000002 0.11278000000000003 0.072205000000000033 0.22598000000000004 0.26336000000000009 0.17076500000000003 0.12427500000000002 0.086310000000000026 37.999598532650005 39.952536079750011 58.613764160050003 71.131225215400022 0.077815000000000009 0.048475000000000011 0.0023400000000000005 -0.046510000000000003 0.09551500000000003 0.05399000000000001 -0.06483499999999999 41.872294782850005 64.665483411650015 62.084563606450011 86.329079026800017 64.407391431150018 67.940025414550021 71.104340634100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 6 -6 -8 -9 10 11 15 -13 -12 -14 16 -1 18 22 -20 -21 -19 -17 26 25 -25 -24 -28 -29 -30
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 13 12 14 -15 -16 17 -18 21 19 20 -22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-0.052858326942343929 0.016891089313037365 -0.055795833888948571 0.020235839824279248 -0.054340854666937589 0.026467848834693893 0.039038885011209987 0.016782891360484466 -0.06221240418631574 -0.0010941462667371595 -0.015131789407348679 -0.011101034169453999 0.0099527392962838537 0.017260293621899854 0.034137473743136471 -0.063595414856979018 -0.00016968739405279605 0.01195921704233302 0.029090897866031321 0.027592128157099188 -0.062333360858776311 -0.009018027477821957 0.0043090193684319896 -0.0023413773230567441 -0.041171254306614218 -0.058510922240079762 0.0057140320228574997 0.031768383284166174 -0.034965294404397287 0.031439767243234176 0.0047805514550087937
leaf_weight=0.66834476283111033 0.29715218886849515 0.85292546746495634 1.5258214747736927 0.41968175701913368 1.7715908593963821 1.9095799028873441 2.1982921652379446 1.2215716782957318 0.89392214667168435 3.0843555697938418 1.3563171389396296 0.8623419770810864 0.27890235371887673 2.401071560656419 1.6549701618423567 128.57117336869851 0.42080644052475691 2.367160369645716 0.98656226776074607 2.0763724205899043 1.9395861591910941 9.5348122268042044 10.311803910182787 1.6136275961762274 1.1984993485966695 5.3537540303077549 6.6685785334557321 2.0622300095856181 5.7980862520635119 8.088324018448473
leaf_count=176 28 63 31 30 25 9 25 46 17 48 26 11 5 52 106 2508 13 47 18 103 22 109 80 41 108 44 73 18 37 115
internal_value=0.000690875 -0.0111449 0.00583667 -0.0248128 0.000869346 0.010176 0.0011189 -0.00929144 -0.0363863 0.000492219 0.000740348 0.000403639 -0.0328487 0.0178076 -0.0519344 0.000899113 -0.0278153 0.00106674 0.000509959 -0.0239274 -0.0365837 0.00923784 0.00123048 0.00561111 -0.012977 -0.00514448 0.0102207 0.0159481 0.00933312 0.0159118
internal_weight=208.388 3.09558 2.24266 0.716834 205.293 7.99496 6.08538 4.31379 2.11549 197.298 194.213 190.456 2.79621 3.75739 1.93387 187.66 1.08915 186.571 174.669 5.00252 4.01596 11.902 169.666 41.0949 8.16588 6.96738 32.929 22.6172 15.9486 13.8864
internal_count=4034 152 89 58 3882 122 113 88 63 3760 3712 3634 122 78 111 3512 189 3323 3167 143 125 156 3024 516 193 85 323 243 170 152
is_linear=0
shrinkage=0.0470614


Tree=551
num_leaves=31
num_cat=0
split_feature=1 2 0 0 3 4 0 2 2 3 2 3 4 0 2 4 2 4 4 0 4 2 3 1 4 0 2 3 4 4
split_gain=1.33325 0.871145 0.815188 1.40555 1.33452 1.1968 0.94067 1.67991 2.37785 2.31014 2.13806 2.45526 1.9949 1.75295 1.36423 3.34354 1.76635 1.33774 2.03433 1.29532 1.24854 1.19689 1.08714 2.16555 1.02045 1.8642 2.33194 2.38565 1.96702 2.27496
threshold=83.740093847200015 0.20949500000000004 76.451683855550016 71.332859575200004 0.10507500000000002 44.952171034750002 91.066142252700018 -0.059424999999999999 -0.016334999999999999 0.083495000000000028 -0.59502499999999992 0.092505000000000018 35.050303764500008 93.953546284800012 0.048475000000000011 36.957836847500012 0.070580000000000018 38.748048509250005 39.184300550350009 90.297243227400017 40.098777110850008 -0.074999999999999997 0.076615000000000016 72.01572794030001 41.942745071500006 86.329079026800017 -0.102645 0.087555000000000022 42.686561923500008 42.865207177650007
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 9 -9 21 -11 -12 -13 -14 15 -10 -16 -15 -19 24 -20 22 23 -8 -4 26 -26 -28 -29 -30
right_child=1 -3 6 4 -6 -7 7 8 14 10 11 12 13 17 16 -17 -18 18 20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.0019406290983839025 -0.0019577907569279787 0.00077718911287488496 0.00035828936834548825 -0.0020166823609285706 0.0020149781359021139 0.00051233161661484272 -0.0024017585882394159 0.00090383270771280386 0.0016162558333351702 0.00095991946890974333 0.00023189815021692098 0.00091578311905289491 -0.0025470273785867348 -0.002167887719905497 0.00082481231479738007 -0.0017757351709920728 -0.00014923758620503374 0.0013880614962607956 -0.0022818734245619266 0.00099661784895268592 -0.00047853456902620926 0.00051092694109064257 -0.0019507738685432296 0.00065472624244542312 0.00044230762184743587 0.00032675590838268605 -0.0023278094196237768 -0.0015547914898846537 0.0015917630517333094 -0.00097900713325320345
leaf_weight=0.83283821272197922 1.6820740639232092 0.54856025322806079 97.082140326499939 2.3690210495842625 0.33255635201930989 4.6563152582384646 1.3457225551828744 16.429624667041935 1.4166226563975204 7.1654584363568494 24.539364789146937 2.3774478603154447 2.082447361201047 1.8590367336291809 10.164293960202487 3.803484040312469 18.924153993430082 1.8106161183677603 1.650127618573604 8.7473811841336993 7.8549301186576486 1.5226360508240739 4.2910626957891509 2.1210583313950337 6.5386263048276332 27.18456541292835 3.27410820336081 3.272110569290815 2.496728116646409 2.3959932331927121
leaf_count=173 693 64 645 212 2 48 54 107 6 52 278 22 22 74 68 70 261 12 29 70 105 22 257 103 113 218 112 70 16 56
internal_value=0.000165823 -0.0012852 0.000177876 -0.000407549 -0.0015204 0.000140158 0.000196293 6.31804e-05 0.000314255 -0.000154136 8.12531e-06 -0.000153587 -0.000690007 -0.000940229 3.19187e-05 -0.000855223 0.000191122 -0.000686252 -0.000442836 0.000292703 -0.000791604 -0.00101679 -0.00131664 -0.000531729 0.000249415 1.53748e-05 -0.000455477 -0.00096866 -0.000423639 0.000332842
internal_weight=270.771 2.23063 268.54 8.19073 2.70158 5.48915 260.35 109.358 50.7382 58.6199 49.3394 42.174 17.6346 15.2572 34.3086 5.22011 29.0884 13.1747 11.3157 150.992 9.50506 9.28048 7.75784 3.46678 142.244 45.1621 17.9776 11.4389 8.16483 4.89272
internal_count=4034 757 3277 435 214 221 2842 1542 512 1030 594 542 264 242 405 76 329 220 146 1300 134 436 414 157 1230 585 367 254 142 72
is_linear=0
shrinkage=0.00188464


Tree=552
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 3 3 1 0 3 4 3 3 0 4 3 2 1 2 1 4 1 1 2 0 0 1 4 2 2
split_gain=1.41847 0.799293 0.712916 1.27421 1.71021 1.21272 1.34129 2.20572 1.61966 1.31489 1.71314 1.26486 1.57381 1.78254 1.24133 1.24004 1.16558 1.16001 1.1342 1.0402 1.58211 2.37943 1.77747 0.994378 0.922812 2.08175 1.33394 1.99918 1.01603 2.3341
threshold=83.740093847200015 0.20949500000000004 85.705356740550016 66.590419433100024 66.351146659450009 0.10184000000000003 -0.15572 61.982402197500001 71.131225215400022 0.11531000000000002 39.577821550850011 1.0000000180025095e-35 0.078905000000000017 78.626646483100004 37.999598532650005 -0.25095999999999996 -0.23349 57.041016153700006 -0.59502499999999992 65.611820673600008 38.625745710700009 64.02831883475001 62.837331883000012 -0.08786999999999999 91.937202686950016 91.394134144600017 67.300172379550006 47.927946529500012 -0.061874999999999999 -0.016334999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 6 8 11 -1 -7 -11 14 -13 -14 -8 16 17 -10 -9 20 -4 22 -22 -15 25 26 -5 -28 -26 -30
right_child=1 -3 3 24 -6 9 7 18 15 10 -12 12 13 23 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 28 -27 27 -29 29 -31
leaf_value=-0.0023968755484112632 -0.0021639431953450919 0.00073551266682984136 0.0011184780969620172 0.00096458241677448479 0.0016188809788401581 0.0010075709742873092 0.00034091841553361105 0.0011650551135401826 -0.002550635383585997 0.0010765261063844967 -0.0024447312825182808 0.0017101824296593482 -0.0023930882257837392 -0.00091458545501444711 -0.0023932254047269205 0.0017856692873490082 0.00089780813041640559 0.00034393652124929588 -0.0022883906229094609 -0.00053222755327143705 0.00027056991455320619 -0.0012014569771020475 0.0014287980106112924 0.00066595703912620749 -9.083682782548871e-05 -0.0025042238507256447 -0.0026581139486142819 0.0013231046826821815 0.00094624429437559969 -5.8800142171484288e-06
leaf_weight=0.81669359776424411 1.6751668399083421 0.51857008005026717 10.116570368409155 2.757048347964882 4.2699913308024398 6.6762534719891828 1.0793772261822625 0.44242350757122029 1.0973675902932885 1.0919126793742182 1.2166065583005545 2.0200030468404284 1.4064331199042479 2.5428857067599884 1.9250284087029284 2.5716867628507316 3.0044742375612259 1.2151632913155479 3.7820845944806925 5.883838376030325 96.117129043675959 4.3659519702196112 5.8546627573668948 4.7633920554071674 55.444548950064927 1.8815657577943055 1.3928925283253195 0.84341749176383007 16.16679303906858 31.85011159919668
leaf_count=115 693 64 62 17 30 41 53 2 19 13 30 15 63 40 104 19 46 26 252 41 575 41 49 44 973 54 55 7 121 370
internal_value=0.000155936 -0.00147855 0.00016909 0.000209574 0.000349284 -9.99681e-05 -0.000318447 -0.000637086 0.000338993 0.000548483 -0.000779202 -0.000240492 8.71525e-05 -0.00028914 -0.00141094 0.00062223 5.95064e-05 -0.00102963 -0.00192672 0.000304972 0.000347271 0.000273901 0.000337069 0.000115863 4.92589e-05 -0.000674771 1.4592e-05 -0.00115661 9.73701e-05 0.00031469
internal_weight=274.79 2.19374 272.596 236.945 126.608 35.6518 26.667 17.9616 8.70539 8.98477 2.30852 13.7371 10.7327 8.71271 3.00441 7.88869 5.31701 2.31253 4.22451 122.338 116.454 106.338 101.972 7.30628 110.336 6.87492 4.99336 2.23631 103.461 48.0169
internal_count=4034 757 3277 2395 798 882 798 573 225 84 43 319 162 147 157 110 91 45 254 768 727 665 624 84 1597 133 79 62 1464 491
is_linear=0
shrinkage=0.00204082


Tree=553
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 3 0 0 1 4 4 4 3 2 2 4 4 1 1 3 3 2 2 2 2 1 1 3 3 2
split_gain=1.28619 1.34885 1.88025 1.90596 1.42165 1.34973 1.01807 2.12046 1.27797 2.13436 1.14936 1.33293 1.2108 0.981235 1.95198 1.71207 4.6798 1.40668 1.37024 1.22657 1.83645 1.53903 1.35339 1.28366 1.82971 1.17603 1.24506 1.37551 1.60872 1.04639
threshold=83.740093847200015 85.667718326750006 66.590419433100024 90.297243227400017 61.982402197500001 -0.16320999999999999 91.937202686950016 91.394134144600017 67.300172379550006 47.927946529500012 43.89540535710001 47.709122305950011 0.087905000000000025 -0.059424999999999999 -0.016334999999999999 38.244973486750006 35.050303764500008 69.999384342500022 75.408562100950022 0.088075000000000028 0.092835000000000015 -0.076484999999999984 -0.10051499999999999 -0.096529999999999991 -0.097294999999999993 75.634392583900009 82.457699319000014 0.089850000000000027 0.083950000000000011 0.048475000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -6 7 8 -4 -10 13 -12 -13 15 -15 16 -8 -17 19 23 22 -22 -21 24 -19 -20 27 28 -27 -16
right_child=-2 2 6 -5 5 -7 10 -9 9 -11 11 12 -14 14 29 17 -18 18 25 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.3568047373701182e-05 -0.0013237609793658415 0.00035645026439070873 0.00094759601322408425 0.0012863097472610445 0.00048418518595835238 -0.0017530839741179728 0.00089698400881172379 -0.0024444238541072383 -0.0025439392277097142 0.0012222249931950122 -0.0020796313968240378 -0.0011725001044592569 0.00096695688357101978 0.00097773316914939886 -0.00077755782469733452 0.0011580079012996224 -0.0020355245484695679 -0.0016276845521381706 0.0012783208378934745 0.0016176017490455849 -0.0016539266850281488 0.00046690016819248492 -0.00029423872447422459 -0.0024345452505100114 0.0012294956914706879 -0.0010882082913471977 0.0015335401023764518 -0.00071421345472204561 0.0010019530457077274 0.00025395535026801196
leaf_weight=26.503621805401057 2.113701002810557 120.15483898483217 2.6336555685847989 9.1181200295686704 1.4483759654685853 3.6478938364889464 3.5953198068309558 1.8628659285604952 1.4384061032906177 0.96778094163164485 1.8811307438882057 1.9984557314892297 2.0708815599791706 14.47979397466406 4.4431127975694862 4.7285519838333121 5.0044974024640396 2.0961325373500586 4.2542515136301544 3.146943524479866 3.3846984051633582 2.1518700905144259 2.5994822508655471 1.9433257179334784 1.4632723629474642 1.8729877469595537 2.103974151890724 6.9141813861206174 5.7990324688144028 25.37124324508477
leaf_count=562 757 774 17 64 23 257 49 54 55 7 205 145 21 88 68 21 150 56 22 11 68 11 37 49 6 48 21 96 33 259
internal_value=0.000199804 0.000211772 0.000262413 0.000422037 -0.000168804 -0.00111725 7.17122e-05 -0.000656896 3.8235e-06 -0.00102917 0.000121359 -0.000714699 -8.37326e-05 0.000173533 0.000387089 -1.17301e-05 -0.000809533 0.000149861 2.35147e-05 -0.000393881 -2.37261e-05 -0.000829636 0.000752752 -0.00115286 -0.000453097 0.000358032 0.000123455 -7.99416e-05 0.000491677 0.000100233
internal_weight=271.192 269.079 237.479 129.273 31.5999 5.09627 108.206 6.90271 5.03984 2.40619 101.303 5.95047 4.06934 95.3527 44.2942 51.0585 8.59982 42.4587 37.7302 16.7857 11.283 5.53657 5.74643 5.50273 3.5594 20.9444 16.6902 14.5862 7.67202 29.8144
internal_count=4034 3277 2435 838 842 280 1597 133 79 62 1464 371 166 1093 415 678 199 479 458 238 127 79 48 111 62 220 198 177 81 327
is_linear=0
shrinkage=0.00196078


Tree=554
num_leaves=31
num_cat=0
split_feature=1 2 1 0 0 0 4 1 2 1 3 1 4 4 3 4 3 3 0 1 0 1 2 2 2 2 1 1 2 1
split_gain=1.1544 0.837463 0.699999 1.84736 1.61849 1.08495 1.33367 2.06782 1.79057 1.28101 1.5414 1.05699 2.51634 2.05212 0.923488 0.903258 1.54607 1.45425 0.902801 2.3389 1.35823 1.32304 1.54797 1.23592 1.32742 1.14782 1.90504 1.28288 1.58431 1.14779
threshold=83.740093847200015 0.20949500000000004 66.590419433100024 90.297243227400017 89.953120586650016 85.667718326750006 38.625745710700009 64.02831883475001 -0.13953999999999997 61.982402197500001 -0.16320999999999999 62.111448187750007 42.779078631750004 43.272784938550004 0.088350000000000026 42.67709657435001 0.092465000000000033 0.087905000000000025 96.682331287150021 72.378669787950017 97.878695155250014 78.10777406390001 -0.59681499999999998 -0.59681499999999998 -0.08786999999999999 -0.092710000000000001 83.116371560950014 81.479100559500012 -0.085584999999999994 72.752365468100024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 9 14 11 -9 -1 -11 -8 15 -14 -7 16 17 -13 19 -4 -20 23 -23 -22 -25 26 -24 -27 -29 -26
right_child=1 -3 18 -5 -6 6 7 8 -10 10 -12 12 13 -15 -16 -17 -18 -19 20 -21 21 22 25 24 29 27 -28 28 -30 -31
leaf_value=8.2275518683726226e-05 -0.0020426252636822537 0.00089791588173400634 -4.5911923093108233e-05 0.0011582491467873987 -0.0015452161823818499 0.00024669433026831139 0.00017755492380017014 9.429232774446923e-05 -0.0024966319242518444 0.00070200216102009642 -0.0017815411171105942 0.00065180845247613992 -0.0018114490074824813 0.00044431365263185725 0.0013960326457147483 0.0018275121558641995 0.0013227329690726204 -0.00094801345762034661 0.00058399288355052916 -0.0022160314703525605 -0.0026155839232393716 0.0018023580345084968 -0.0021350189478990776 0.00023244493513882572 0.00062667588094313651 0.00049626586456671463 0.001099818563047746 0.0019027085907348765 -0.0022818594836548482 -0.0014985473127859272
leaf_weight=25.019065592030532 1.4985455343994534 0.49548854830209155 46.125856416998431 8.504697557538746 1.9737834930419911 4.3112672790884954 68.676745634060353 2.2208799719810486 1.9053123146295536 1.3670202945359049 3.2332891973201177 9.2551896981895059 2.6437919549643984 3.7494768016040325 7.1376240849494934 3.407001703977584 9.7642613723874074 2.859431277960538 24.180237394291908 1.991884471150114 0.9792338830884536 2.3022654887754497 1.9918066538521118 7.1556696724146596 1.2500593382865179 14.944074740284124 1.0791634123888796 0.46412570506799955 1.3885460804449383 4.4735274652484804
leaf_count=562 693 64 594 64 20 28 405 17 28 21 249 62 21 28 43 55 50 17 148 159 18 21 188 111 19 143 11 5 81 109
internal_value=0.000174369 -0.00131194 0.00018558 0.000269651 0.000218424 0.000242341 0.00032791 0.000258293 -0.00110209 -9.25789e-05 -0.00104354 0.000314226 0.000610513 -0.000488506 0.000963231 0.000888388 0.000742147 0.0002742 6.44867e-05 -0.000135746 0.000224509 -1.67554e-05 0.000280321 -0.000492 -0.00033054 0.000103948 -0.000998271 0.000305468 -0.00123355 -0.00103439
internal_weight=266.349 1.99403 264.355 156.029 147.524 145.55 115.931 104.482 4.12619 29.6194 4.60031 100.356 31.6792 6.39327 11.4489 25.2859 21.8789 12.1146 108.326 48.1177 60.2087 36.0285 22.17 13.8585 12.8793 19.8677 3.07097 16.7967 1.85267 5.72359
internal_count=4034 757 3277 1670 1606 1586 754 683 45 832 270 638 233 49 71 184 129 79 1607 753 854 706 449 257 239 428 199 229 86 128
is_linear=0
shrinkage=0.00196078


Tree=555
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 1 2 2 2 4 4 2 1 2 4 2 0 0 2 1 4 3 1 1 2 2 4 4 4
split_gain=0.240316 1.28738 1.2753 0.597938 0.8669 1.29864 0.587579 0.566044 0.54656 1.48997 1.10237 2.31587 0.989606 0.966833 0.958976 2.27687 0.764076 0.891727 1.06825 1.33253 0.831322 0.720548 1.12739 1.06231 0.930321 1.40259 0.772306 1.09403 1.21458 0.8347
threshold=66.590419433100024 90.297243227400017 89.953120586650016 92.313586825200005 90.767723400200012 67.300172379550006 67.649671936450019 0.20949500000000004 -0.061874999999999999 -0.068964999999999985 38.244973486750006 35.050303764500008 -0.016334999999999999 75.077881750900005 0.048475000000000011 36.957836847500012 0.066710000000000019 93.133566555000002 96.531777631850005 0.20167500000000002 72.378669787950017 43.680097826700013 0.089505000000000015 69.999384342500022 70.776348742200014 -0.10051499999999999 -0.079634999999999997 43.384297312450009 43.084235337800003 41.827117825850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -2 -6 -1 9 10 11 -5 13 -10 15 -14 20 -18 19 -19 -16 23 -23 -12 25 -25 27 28 29 -26
right_child=3 -3 -4 8 6 -7 -8 -9 12 -11 21 -13 14 -15 16 -17 17 18 -20 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0010187718332374262 0.025100892831245527 0.019407971817937616 -0.034898986304957622 0.012788555783301736 -0.04723588074141534 -0.031111991921672411 -0.013108856014530689 0.020624041700703009 0.022243349449248939 -0.051102846099298785 0.024043806216752076 -0.039970348175865186 0.031711931601782248 -0.00032364833819236924 0.03180894955853749 -0.039178315342945469 0.029796068791769464 -0.049494911876965891 0.00067363140391899325 0.0037363611983104203 -0.00032184807683070381 -0.03323638563706835 0.015840773963241295 0.0050916945264575207 -0.0071220167338681799 -0.046117525800079669 0.017251838436976877 0.036502969709660986 -0.052567174695904051 0.010561347693229174
leaf_weight=114.65464580555272 1.7315328158438199 6.3904665559530249 1.5735287033021439 2.2527322273890595 1.3297984026139604 1.0668466067290863 2.0745602588867769 2.4152695548254988 7.2743372961413097 1.0117447911616171 3.3153468519449225 3.2853143418760737 0.99903950464795643 5.2502789970021695 2.5675221197307136 2.6797816783946473 1.2897378287743766 1.7107760426006273 11.369678316157659 1.3525377057812873 2.6063805101366597 2.2565279952104897 1.1274984846531877 1.7915854896418753 12.160943401948325 1.6505857370793844 4.7816748908953768 1.201587156363529 0.76000817256863129 6.6223646532162084
leaf_count=1547 13 64 20 104 44 62 37 39 55 38 18 196 11 142 15 124 13 37 289 16 74 450 22 15 323 46 34 19 31 136
internal_value=0.000765552 0.00188534 0.000941518 -0.000871607 -0.0128553 0.00367044 -0.0264394 0.00142325 6.55285e-05 -0.00305319 -0.00187341 -0.0185094 0.00361446 0.0127833 -0.00105836 -0.019927 0.00226344 -0.00213278 -0.00498595 -0.0259918 0.0156229 0.000709592 -0.0168847 0.00255383 9.43993e-05 -0.0194641 0.00273179 -0.000615059 -0.0028972 -0.000887455
internal_weight=210.555 125.034 118.643 85.5207 6.20274 2.79838 3.40436 117.07 79.318 42.2179 41.2062 5.53805 37.1001 12.5246 24.5755 3.67882 20.8966 15.7227 14.433 3.06331 5.1739 35.6681 3.38403 32.2841 28.9687 3.44217 25.5266 20.7449 19.5433 18.7833
internal_count=4034 1670 1606 2364 156 75 81 1586 2208 1432 1394 300 776 197 579 135 444 355 342 53 89 1094 472 622 604 61 543 509 490 459
is_linear=0
shrinkage=0.0400778


Tree=556
num_leaves=31
num_cat=0
split_feature=2 4 3 3 2 0 0 1 4 3 3 2 0 1 0 1 2 3 0 3 1 3 3 4 4 4 3 3 0 4
split_gain=0.20648 0.972701 0.418212 0.338604 0.266766 0.933191 0.369929 0.620544 0.826693 0.317171 0.825012 1.01979 0.925079 0.610348 0.673464 0.718222 0.569447 0.523878 0.482462 0.883597 1.32594 0.73597 1.06317 1.50801 1.23049 1.09522 0.657104 0.564865 1.26116 1.25388
threshold=0.27538000000000007 39.051326806600009 0.09450500000000002 -0.10565499999999999 0.20949500000000004 89.953120586650016 92.313586825200005 69.563854125350005 40.844669808050007 -0.23921499999999998 -0.24663499999999999 -0.041369999999999997 71.249517373150013 62.057679025150001 86.382848189450016 71.015621515800021 -0.23349 -0.15572 85.705356740550016 0.10184000000000003 61.982402197500001 0.094175000000000023 -1.0000000180025095e-35 40.750688432250008 37.999598532650005 38.121007182500009 0.11334500000000002 0.10040500000000002 86.256490657300006 42.094663496250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 -6 -7 -8 -9 10 12 -12 -1 16 -15 -16 -14 -11 19 20 21 22 24 25 -19 -24 -21 28 29 -20
right_child=1 -3 -4 -5 5 6 7 8 -10 17 11 -13 13 14 15 -17 -18 18 27 26 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.049505040120418675 0.010670017390488019 -0.047403804474280178 0.015844757344445001 -0.045940277231166164 0.035252083573777876 -0.019306146545213891 0.027393362446915429 -0.043612625502333739 0.010448223522566937 0.02174277805966553 -0.052948647987945303 0.0077623994858309125 -0.013491875068159055 -0.060002154241646871 0.0022522708662740432 -0.044256931595628705 0.013419155703107602 0.019153320238917887 0.018746497970761385 0.01486316207409474 -0.03796379128428564 -0.031197372574213848 0.0082498682891903041 0.020643564669022636 -0.04684187929851201 -0.054525936257888374 -0.013811610370724875 -0.0027186174030473412 0.0010993291255392492 -0.0038270176434721474
leaf_weight=0.61355315179389336 0.29801250022137582 0.81020127388183016 1.5219437745690809 0.39904963814478778 1.6219644073862571 1.2052741609513757 1.3824341464787724 0.68164284981321577 1.3842871829401699 1.9521714123402478 1.1749335266285923 0.7208377260612896 1.60533587570535 0.41399719659239043 3.0390870985866063 0.65096868728687685 6.0716590793454071 0.67800107292714473 13.801705591380598 4.5870924538467071 2.4676698166294946 1.469116446096449 0.8999919441994304 4.4054187190486118 1.3943918702134395 0.89502726518549025 1.7954842629842458 38.915710194087296 105.93688300113354 5.5794936600141218
leaf_count=96 28 63 31 30 21 18 8 41 19 66 39 23 36 16 31 120 57 51 74 36 251 26 28 75 104 26 39 454 2059 68
internal_value=0.000694338 -0.00972018 0.00403883 -0.0217379 0.000847971 0.0090052 -0.000142807 0.00655517 -0.00738887 0.000590816 -0.00517676 -0.0298642 -0.00140079 0.00110447 -0.0114048 -0.00595249 0.00779179 0.00103687 0.000815776 -0.00531935 -0.011653 -0.00498836 -0.000334082 0.00799398 -0.025251 -0.0230512 0.00679665 0.00151031 0.00282354 0.012248
internal_weight=208.373 3.02921 2.21901 0.697062 205.344 6.2756 4.65364 3.44836 2.06593 199.069 14.2904 1.89577 12.3946 11.781 4.10405 3.69006 7.67699 184.778 182.826 18.5922 12.2096 9.74195 8.27283 6.20044 2.07239 1.79502 6.38258 164.234 125.318 19.3812
internal_count=4034 152 89 58 3882 107 86 68 60 3775 418 62 356 260 167 151 93 3357 3291 636 561 310 284 129 155 54 75 2655 2201 142
is_linear=0
shrinkage=0.0401832


Tree=557
num_leaves=31
num_cat=0
split_feature=1 2 4 2 4 4 2 3 0 0 3 1 1 1 0 2 0 2 2 4 2 1 2 3 3 3 2 0 3 2
split_gain=0.198199 0.533243 0.199458 0.752708 0.554169 1.34303 1.04067 0.755009 0.521855 0.431499 0.401827 0.388216 1.3282 0.410132 0.431576 1.293 0.315721 0.289668 0.589369 0.277064 0.35397 0.85662 0.727951 0.720989 1.22289 1.08894 1.04141 1.03573 1.02311 1.07325
threshold=55.513971935650012 0.11704500000000002 49.283271594150008 -0.2351 47.927946529500012 44.421469061800003 -0.60918499999999998 -1.0000000180025095e-35 75.994645973400011 71.332859575200004 -0.41441 58.167480110400007 60.613977009100005 61.049507226200006 84.226704768850013 -0.54526999999999992 95.469836670350006 -0.098419999999999994 -0.094519999999999993 44.056421082850001 -0.06483499999999999 61.778079379550007 -0.055334999999999995 0.084360000000000018 0.075810000000000016 0.086520000000000027 0.066710000000000019 96.851704149400021 -0.067029999999999992 -0.037054999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 10 -2 -5 -6 -10 -13 -14 15 -15 -9 -8 -19 20 -16 -22 -23 24 28 27 -26 -25 29 -24
right_child=2 -3 3 9 7 6 17 16 11 -11 -12 12 13 14 19 -17 -18 18 -20 -21 21 22 23 25 26 -27 -28 -29 -30 -31
leaf_value=-0.048592602836952048 -0.040526604615132314 0.043014444047095535 0.031665802909898011 0.00046938068151225427 0.019174598559494015 0.035288042532512082 -0.052857846818275683 0.049792963150115783 0.018920352228073985 -0.05100301388910846 -0.012381849625629115 -0.043422628905143631 0.03313355785528329 0.051584432955098056 -0.00046448844803422001 -0.034004430849868525 0.017310966926901754 0.048785501010908436 -0.048438895458376985 0.021872216404236956 0.042586084296761362 0.017238477113174357 -0.019296220677811619 -0.063017656834601837 0.031337165263338254 -0.00029891351275600914 0.0010067678069363235 0.003308656575437087 -0.040473544382937161 0.014533121246441863
leaf_weight=0.52335365653561794 0.66734179510967706 0.19226907007396221 0.58674898109165985 0.58821995556354412 1.538442633347586 0.43880780065956093 1.8185610907712548 1.3463646546006196 2.6808115262538186 0.93052924669973436 2.1280970296938904 1.4848902496742074 0.88809302449226279 0.48015097342431579 112.08036467856618 2.0939066652790634 1.3030372814682776 0.20853397250175476 0.40774913343193353 1.4451864523725806 1.2353256940841664 7.2227453007653812 3.1582639869302502 1.2240376296103925 6.6117681823670846 41.040241632763355 4.0331350557098631 0.90706426900578652 1.381958878540902 6.0516910022706716
leaf_count=158 203 2 12 4 12 9 223 10 32 239 38 57 10 8 1688 94 38 2 96 34 9 89 16 37 79 562 49 36 44 144
internal_value=0.000733181 -0.0239802 0.00081904 -0.0135853 0.000967798 0.000529285 -0.0313949 0.0146844 0.0010005 -0.0310675 0.000858914 0.00114333 0.000894262 0.00124087 0.00109099 -0.0180391 0.0338176 -0.0434125 -0.0155407 0.00135517 0.00119485 0.00374719 0.00307739 0.00148936 0.00858552 -0.00200138 0.0198456 -0.0347871 -0.00273089 0.00293241
internal_weight=206.698 0.715623 205.982 2.1055 203.877 197.561 2.87365 6.31594 194.687 1.51875 3.66654 194.02 191.339 189.854 188.966 2.57406 2.6494 2.43484 0.616283 186.392 184.947 72.8662 71.6309 64.4082 21.2368 43.1713 10.6449 2.1311 10.5919 9.20995
internal_count=4034 160 3874 255 3619 3521 330 98 3191 243 50 2988 2956 2899 2889 102 48 321 98 2787 2753 1065 1056 967 332 635 128 73 204 160
is_linear=0
shrinkage=0.047041


Tree=558
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 0 0 1 1 3 3 4 2 3 3 3 2 0 0 4 1 0 4 4 4 0 4 4 1 3
split_gain=1.42088 0.923934 0.782769 2.62707 1.05698 1.07635 1.68768 1.18913 1.22684 1.3102 1.93328 2.31416 1.19792 0.858884 5.25641 2.80429 1.94212 1.21795 1.08444 1.10917 1.01013 3.02398 0.948762 0.889759 2.4322 1.85117 1.49723 1.05276 0.853797 1.12583
threshold=83.740093847200015 0.20949500000000004 66.590419433100024 66.351146659450009 65.687097501250022 87.170566421650008 86.89903215050002 62.014663695050011 62.116825104000007 0.089920000000000014 0.081965000000000024 38.969453495950006 -0.055334999999999995 0.087795000000000026 0.09013000000000003 0.085820000000000021 -0.085584999999999994 86.565663342300013 86.643628628100018 42.67709657435001 62.084563606450011 86.054856297550018 41.942745071500006 39.577821550850011 40.340071172300007 85.121961326250016 39.458743938000005 40.633548727200008 60.613977009100005 0.10249000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -7 -9 10 11 -10 -11 15 16 18 -15 20 23 -20 28 22 -22 25 -25 26 -1 -26 -16 -30
right_child=1 -3 -4 -5 -6 7 -8 8 9 12 -12 -13 -14 14 17 -17 -18 -19 19 -21 21 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-0.0014227185108507479 -0.0019761205613518197 0.00081505536691925688 4.8523642676726408e-05 0.0016022641948952069 -0.00084999631457684656 -0.00044691886024710075 -0.001150564239975936 0.0015554910031182966 -0.00056585816987906039 0.0012608100305984749 -0.00056041892050438661 0.0017678288416112348 0.00016968174679421734 -0.00065134564399034131 -0.00070149680282461909 0.0011562761975950869 -0.0026812038312541537 0.00093095779941776294 4.3631416513698148e-05 0.0016771983974872701 0.0012664718361423161 -0.0019158799787973668 -0.00045960765575275798 -0.0024913508904452117 0.0020472792433483015 0.0013776608715926669 0.0020953202236115211 -0.00011132553534605932 0.00068904075889970049 6.4882814075003036e-06
leaf_weight=2.0039677915046918 1.7693904906627715 0.55285296274814744 112.60451010442921 4.971295252442359 3.2683224622160187 4.1318684816360465 3.4820281062275162 4.373894937336444 2.4976725131273287 9.8456827178597432 7.7561903223395348 3.8139147385954857 5.6103064194321624 3.8806558046489954 3.1280433060601345 12.053911818657069 2.9444887656718484 7.5544979795813552 2.9708099476993075 2.9347091391682625 2.4760477342642835 3.1831507943570614 2.0822998522780836 1.5246714383829409 0.83132106065750377 4.0869531035423279 0.54695630073547352 23.144469625840429 16.175131492782384 18.28804153483361
leaf_count=162 693 64 1607 30 28 34 29 22 20 52 51 40 31 55 56 90 41 29 13 52 22 24 39 16 4 17 2 502 88 121
internal_value=0.000156312 -0.00131163 0.000168837 0.000253744 0.000210379 0.000233281 0.000141191 0.000507625 0.000623977 0.000485975 6.98265e-05 0.000844323 0.000864746 0.000182152 2.94819e-05 0.000364121 -0.00152706 0.000230355 0.000113132 0.000855422 0.000113603 -0.000506327 0.000477981 -2.32655e-05 -0.000183256 0.000591364 -0.000668398 -3.64795e-05 0.000241271 0.000326841
internal_weight=274.488 2.32224 272.166 159.561 154.59 151.322 113.292 38.0295 33.8977 29.5238 14.0678 6.31159 15.456 109.81 59.7124 50.0978 6.82514 52.8872 38.0439 5.90552 45.3327 7.7415 4.55835 32.1383 25.5005 6.63788 2.55092 23.9758 37.5912 34.4632
internal_count=4034 757 3277 1670 1640 1612 1362 250 216 194 111 60 83 1333 475 858 96 379 768 65 350 85 61 703 522 181 164 506 265 209
is_linear=0
shrinkage=0.00188464


Tree=559
num_leaves=31
num_cat=0
split_feature=3 4 2 2 2 2 4 2 3 3 1 2 0 4 2 2 1 4 1 1 0 0 3 4 0 3 4 4 1 3
split_gain=0.192888 0.478532 0.301434 0.39505 0.418859 1.33185 0.595345 0.511838 0.509913 0.616808 0.457439 0.9009 0.75097 0.362352 0.441037 1.19516 0.698873 0.952393 0.714929 2.82367 0.852195 1.4652 0.813326 0.656278 1.39748 0.641604 0.616191 0.587971 1.50565 0.55551
threshold=0.41991500000000009 40.280372415600006 -0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.50001499999999999 49.283271594150008 -0.58287999999999995 0.085035000000000013 0.083950000000000011 78.285212300550015 -0.59681499999999998 101.72856719805002 49.283271594150008 -0.11572 -0.11103999999999999 81.479100559500012 42.402981339000007 74.739136026450012 72.752365468100024 97.878695155250014 99.239054969250006 0.082535000000000011 40.206947806850003 101.18549865570002 0.089835000000000012 42.536568606950006 41.243661560350013 80.468240302450013 0.08481000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 10 6 7 -6 9 -9 11 -5 -12 14 -7 -16 18 -18 19 29 22 -22 -20 24 -23 -24 -19 -25 -29 -17
right_child=1 -3 3 4 5 13 -8 8 -10 -11 12 -13 -14 -15 15 16 17 26 20 -21 21 23 25 27 -26 -27 -28 28 -30 -31
leaf_value=0.03028198682394909 -0.010628162930748827 0.017959806987787652 -0.020303425968948016 -0.013594341506683292 0.0015272971464343216 0.0052338498335792278 0.027298455017627232 -0.047618207985816285 -0.059252559319061086 0.049040906716545249 0.047878299078859432 0.022986268838944494 -0.024413825586002469 -0.020234357780958081 -0.041103495716801421 0.004788624716999099 -0.049911057366746975 0.036060269223642062 -0.0017131501182616677 -0.056415832214781442 -0.04187573590006094 -0.039222130110350847 0.044257420940502654 0.021995846363768324 0.010593945762582872 0.015645068221486567 -0.047178054592188622 -0.034381926167377272 0.020797074473136324 -0.0020542705615473845
leaf_weight=0.68803901225328346 1.7354223633301433 3.8047077053925022 1.8641636435640965 2.7046161774196662 0.57703101416700597 37.091421791050379 0.33719950821250666 0.33894572775716314 1.6031600680726112 0.22264795005321503 1.3139652481768278 2.7778283813968292 0.37623217557847954 1.6770112413287268 1.444407925424456 33.882123307703296 1.2908741884893964 0.60755265573970962 3.0082037274260092 1.8397425440343784 1.4784756125882257 1.8415669499663625 2.5663890345604159 5.3853984899469634 3.0356888674432412 4.2155188200995326 0.25784801191912265 1.6367707115132359 2.6141843576915562 84.048585701151751
leaf_count=17 37 28 46 32 15 941 6 78 81 1 10 24 83 246 28 522 327 8 37 55 28 53 35 35 71 22 142 46 14 966
internal_value=0.000700288 0.00900475 0.000471081 0.000368545 0.000563 0.000161057 -0.0292714 -0.0362287 -0.0462928 -0.00929699 0.0112664 0.00494021 0.0317863 0.00064329 0.00083128 -0.000263551 0.000135813 -0.0253609 0.000513532 -0.000953494 0.00732856 0.000910822 0.0178119 0.00526941 -0.00821574 0.0264725 0.0112592 0.0120947 -0.000448827 -8.82702e-05
internal_weight=206.266 5.54013 200.726 200.038 198.173 191.001 3.07898 2.74178 2.16475 0.561594 7.17264 5.48244 1.6902 187.922 186.245 149.153 147.709 2.15627 145.553 119.77 25.7822 15.9921 9.79011 14.5136 4.87726 6.78191 0.865401 9.63635 4.25096 117.931
internal_count=4034 65 3969 3952 3906 3757 181 175 160 79 149 56 93 3576 3330 2389 2361 477 1884 1543 341 247 94 219 124 57 150 95 60 1488
is_linear=0
shrinkage=0.045116


Tree=560
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 1 3 2 2 3 1 3 3 2 2 3 2 2 1 1 2 3 4 3 3 2 4 4 2 2
split_gain=1.57395 1.74717 1.94437 1.3441 1.31061 1.04779 1.03591 0.958408 1.81941 1.45806 1.05196 1.03847 1.1454 1.7249 0.975706 1.88555 0.947781 2.1124 1.77831 1.09016 2.56116 1.19385 1.59336 1.00613 0.88662 0.870292 0.826991 0.769555 0.90304 0.955642
threshold=94.047642319350018 94.773526014550015 -0.14910499999999999 83.740093847200015 85.667718326750006 61.87486387225001 -0.10747999999999999 -0.054619999999999995 -0.068964999999999985 0.098075000000000023 83.116371560950014 0.083495000000000028 0.076615000000000016 -0.074999999999999997 0.17076500000000003 0.091645000000000018 -0.14654999999999999 -0.59502499999999992 72.187789260650007 71.504920895500007 -0.099639999999999992 0.089505000000000015 41.243661560350013 0.087245000000000031 0.09450500000000002 0.20949500000000004 38.064633603500006 35.171584490050009 0.18145000000000003 -0.11572
decision_type=2 2 2 2 2 2 2 2 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 6 5 27 -3 8 10 14 11 12 -8 -14 -9 -16 17 -13 -19 20 -18 23 24 -21 -23 -5 -11 -1 29 -29
right_child=1 3 -4 25 -6 -7 7 9 -10 26 -12 16 13 -15 15 -17 19 18 -20 21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012537651089536614 0.00086628850028143444 -0.0014042445443944009 -0.0014923068788095372 -0.0020502140478140846 0.00037051402086537194 -0.00075298049084079714 0.00047776018987699231 0.00075473412732340861 -0.0022894838800988 0.00025365721090017153 0.0013112935077712266 0.00050288785814362131 -0.0021975183497317976 0.0018635625438039986 -0.0022250866897117025 0.00087019487825246535 0.00095572915199034446 0.00034316633264483317 -0.002258403343455174 0.00029796250593666532 -0.002180004096219392 0.0010888365215096123 -0.0014646834418326981 0.0015440593545348654 -0.00035058646493610666 0.00077681084065618839 -0.0012556664753370374 0.00015919475788883828 0.0010700847970603576 -0.00083570229304608069
leaf_weight=2.0987331229844193 1.7617032909765837 1.693148475664201 5.6647207336500278 1.8060734359969495 156.78986429877114 6.8753366736927992 1.5274768556700937 22.036375348921872 1.3498641646001548 2.8020457406528285 2.3035614304244509 4.3902229991508648 2.6883869498269632 0.47282760217785869 1.2958729026140638 1.818411281565204 1.9613303188234565 1.5064923241734449 3.0662341008428484 4.7881379980826768 2.0461686784401634 3.6609742469154281 2.2571746408939362 5.1930923331528902 2.9879725319333375 0.54499959084205318 2.7808790667913854 11.525336988153876 2.646445693448185 5.4753401698544577
leaf_count=82 56 124 177 693 1131 341 42 141 48 25 17 36 161 5 53 16 24 13 89 36 59 20 27 28 56 64 51 212 21 186
internal_value=0.000199869 -2.56071e-05 -0.000932799 6.42487e-05 0.00030008 -8.57664e-05 0.000111484 0.000147664 -5.16209e-05 0.00040833 2.61348e-05 -5.48701e-05 -0.000916432 -0.0015901 0.000609549 -0.000417771 7.19309e-05 -0.000468599 -0.00140131 0.000283539 -0.000645329 0.000480625 -4.1251e-05 0.000946289 0.000441974 -0.00139488 -0.000498143 0.000125185 4.62868e-06 -0.000161228
internal_weight=267.815 82.4041 7.42642 74.9777 185.411 28.6212 72.6266 70.9335 40.1999 30.7336 38.8501 36.5465 4.68869 3.16121 25.1507 3.11428 31.8578 8.96295 4.57273 22.8949 4.0075 18.8874 8.90612 9.98123 6.64895 2.35107 5.58292 21.7459 19.6471 17.0007
internal_count=4034 2061 233 1828 1973 842 1071 947 661 286 613 596 208 166 210 69 388 138 102 250 83 167 103 64 76 757 76 501 419 398
is_linear=0
shrinkage=0.00196078


Tree=561
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 2 0 4 1 2 2 2 3 2 4 2 4 2 4 2 4 0 2 1 3 2 4 3 0 1
split_gain=1.15805 0.931207 0.742191 1.81976 1.04576 1.80078 1.32658 1.32124 1.04015 1.30393 1.04608 1.80655 2.48115 1.7989 1.70625 1.95499 2.12552 1.51037 2.50559 1.47835 2.81539 1.26653 1.26332 1.49761 1.33981 1.30827 1.26062 1.01012 0.934481 1.22102
threshold=83.740093847200015 0.20949500000000004 66.590419433100024 66.351146659450009 -0.59502499999999992 -0.23401999999999998 97.991610396700011 39.952536079750011 81.479100559500012 -0.085584999999999994 -0.059424999999999999 -0.08786999999999999 0.083495000000000028 -0.016334999999999999 38.804080188450008 -0.079634999999999997 42.283941020600004 -0.074349999999999986 39.749124837650008 0.048475000000000011 36.957836847500012 90.633300493650012 0.070580000000000018 76.830756451950009 0.08766000000000003 0.25988000000000006 43.426640904350009 0.078905000000000017 85.995710218650018 64.665483411650015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 28 7 6 -6 -4 10 -10 11 12 21 -12 27 16 -16 -17 -19 20 -15 -7 -21 25 -25 -24 -23 -13 -1 -30
right_child=1 -3 4 -5 5 8 -8 -9 9 -11 13 14 -14 19 15 17 -18 18 -20 22 -22 26 23 24 -26 -27 -28 -29 29 -31
leaf_value=3.9933523011963225e-05 -0.0022852743546158223 0.001069850839169119 -0.00059894241822185644 0.0017145659092819086 -0.0020369015198669002 0.0015878111017217289 -4.7018758542720718e-05 0.0013479854652167663 0.00025630892682192608 -0.0025592573089311585 0.00096545446688920972 0.00012654622958681858 0.00047819774714688627 0.0017359222542869567 -0.0027368668733309346 0.001076252080383781 0.00045309474132442185 0.0011013170782296501 -0.002793056851712421 0.00088950631134564076 -0.0020070733261373357 -0.0027010685227053569 -0.0010342145206635534 -0.0009707781114055773 0.0013884194391454909 0.00051762568680787453 -0.00024161368054726045 -0.0026683032938885029 0.00048940667918280793 -0.00023614676425573843
leaf_weight=56.309374593838584 1.5364329363219433 0.52436659421073262 2.272726232709827 4.1883111223578444 3.4056604637880801 0.64503457397222419 2.9588899641821627 5.9857930350117385 1.5513538666127717 1.5579943221528072 15.204682702547869 0.78721511317417325 24.787278608651832 1.2826178018003691 2.5979443099349728 4.8038390241563311 1.5920786787755785 1.5457907030358913 1.57758819963783 9.652246701531114 3.6588143296539783 2.3980376427061856 8.0209795031696576 1.5208891832735378 4.5144176995381713 3.7759754407452411 1.6713341871800365 2.7323284711455926 82.643657779321074 12.637596456333993
leaf_count=1020 693 64 35 30 110 4 69 44 96 83 105 13 248 6 48 28 18 10 32 62 72 52 91 61 31 49 170 70 534 86
internal_value=0.000191789 -0.00143157 0.000204352 0.000301015 6.80819e-05 7.97733e-06 -0.0011118 0.000812195 8.23099e-05 -0.00115448 0.000123763 -0.00011337 0.000203254 0.000348489 -0.000710739 -0.000323721 -0.00152478 0.000311112 -0.000865693 5.91914e-05 -0.00103553 -0.00124234 0.00025601 -8.68881e-05 0.000793905 -0.000537501 -0.00169094 -0.00204318 0.00026196 0.000393173
internal_weight=268.341 2.0608 266.28 155.779 110.502 102.243 6.36455 8.25852 95.8784 3.10935 92.7691 45.1385 29.5017 47.6306 15.6368 12.1172 4.19002 7.92722 3.12338 32.4259 4.94143 4.71441 27.4845 17.8323 6.03531 11.797 4.06937 3.51954 151.591 95.2813
internal_count=4034 757 3277 1670 1607 1528 179 79 1349 179 1170 693 474 477 219 136 66 70 42 372 78 226 294 232 92 140 222 83 1640 620
is_linear=0
shrinkage=0.00217391


Tree=562
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 0 3 2 3 4 4 2 0 0 1 1 3 1 4 1 0 1 0 1 0 3 0 0 3 2
split_gain=0.214866 1.14554 0.83679 0.811001 0.800141 0.745529 0.565742 0.536638 0.997487 1.1399 0.949413 0.694762 0.497647 0.703255 1.20379 0.604138 0.57322 0.525673 0.473323 0.470519 0.874862 1.28943 0.581917 1.97252 1.25439 0.600403 0.571583 1.54229 1.09929 0.847692
threshold=66.590419433100024 90.407470010750018 65.611820673600008 87.350693116400024 42.779078631750004 90.767723400200012 0.098545000000000021 -0.026144999999999998 0.087475000000000011 38.969453495950006 38.969453495950006 0.0023400000000000005 92.313586825200005 90.767723400200012 67.300172379550006 67.649671936450019 0.12535000000000004 68.910558799650019 43.308802343500005 67.940025414550021 92.805574663100018 68.34060567600001 93.399723909900004 69.873026810350026 93.692765846100016 -0.10747999999999999 93.953546284800012 94.625660817400004 0.099465000000000012 -0.1595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -3 -4 8 9 -5 -10 -9 13 14 -2 -15 19 -18 -16 -14 -21 -22 -23 -24 -25 -26 -27 28 29 -28
right_child=12 5 6 4 -6 -7 -8 11 10 -11 -12 -13 16 15 18 -17 17 -19 -20 20 21 22 23 24 25 26 27 -29 -30 -31
leaf_value=8.5866565951688801e-05 0.03002098585760167 0.045683355020794084 -0.035037150348317378 -0.036406495301304659 -0.0079536327033405494 0.0064674094433543397 0.00018235654613935789 0.052051455525787292 0.041033638218718971 0.017201892682506107 0.0070693797243237544 0.0089929278871469405 -0.034035779550146264 -0.058304528682228733 -0.063658752704310928 -0.01400957864307085 0.0064015133666048595 -0.056540882435550929 0.0064273308197457706 0.031653853943388252 -0.07683668299378732 -0.029241024896730826 0.032747015000057791 -0.058129218217949766 -0.033541240459207623 0.021657104673387214 0.011322573601378111 0.0017811649040695877 0.027616002982131696 -0.051386487013682841
leaf_weight=93.587762745431974 1.6797037385404103 2.4128556884825221 2.599819613620638 1.9794055148959206 4.3715751692652693 2.4277079198509455 2.0255905799567699 2.0731777492910637 3.4392010644078237 1.9811238944530485 5.102718397974968 1.7045136168599127 0.96819568681530555 1.2236243616789582 0.66563062951900043 2.0671335352235474 0.54542555660009273 0.84340170191717334 0.37665064778411761 2.256682945881038 0.54023038875311513 1.5905929089640256 4.6547186229145145 0.94274468813091417 1.3112414936076593 3.0665572046418736 0.65582430292852256 55.826385514850699 0.71488070162013162 2.9979524164809837
leaf_count=1398 13 31 28 19 26 24 14 29 27 23 30 21 13 44 24 37 2 67 38 19 9 22 41 18 227 35 8 1629 13 105
internal_value=0.000870966 0.00219009 0.00121985 0.00206337 0.0110249 0.0260152 -0.0196136 0.016121 0.0111348 -0.00959067 0.0207443 0.0326232 -0.00109681 -0.0149397 0.00384793 -0.0304801 -1.46533e-05 -0.0318219 -0.0383316 0.000570242 0.00101963 6.34659e-05 0.000642386 0.00131977 -0.000913056 -7.77168e-05 0.000615891 -0.000456026 -0.0290447 -0.0401307
internal_weight=206.633 123.705 118.865 114.239 20.6517 4.84056 4.62541 16.2801 12.5024 3.96053 8.54192 3.77769 82.9276 6.01274 2.72199 3.29076 76.9148 1.38883 1.04228 75.526 74.5578 72.3011 71.7609 70.1703 65.5156 64.5728 63.2616 60.195 4.36866 3.65378
internal_count=4034 1670 1615 1573 175 55 42 149 99 42 57 50 2364 156 75 81 2208 69 62 2139 2126 2107 2098 2076 2035 2017 1790 1755 126 113
is_linear=0
shrinkage=0.0499628


Tree=563
num_leaves=31
num_cat=0
split_feature=1 0 1 3 1 1 2 2 0 4 4 2 4 2 2 3 4 4 1 1 4 3 2 2 2 2 1 3 1 3
split_gain=1.3875 1.38189 1.95529 1.67252 1.53883 1.33301 1.15487 1.56037 1.2432 1.15417 1.14399 1.11164 1.08284 1.07587 1.07272 0.99855 0.909235 2.06089 1.00395 0.953694 1.04208 0.921763 0.910088 2.21833 1.91757 1.44482 1.14416 1.12653 2.08019 1.03257
threshold=83.740093847200015 85.667718326750006 61.982402197500001 -0.16320999999999999 66.590419433100024 66.351146659450009 -0.59502499999999992 -0.23401999999999998 97.991610396700011 42.488347682450005 35.419594101850009 0.096390000000000017 39.952536079750011 0.20949500000000004 0.04932000000000001 0.097450000000000023 41.942745071500006 41.385032804600009 75.499969677400017 81.479100559500012 40.80591513400001 -0.081689999999999999 -0.059424999999999999 -1.0000000180025095e-35 -0.090495000000000006 -0.078504999999999991 75.077881750900005 0.087555000000000022 69.64719632740001 0.09450500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 8 10 16 -8 14 -6 -2 -11 -14 17 19 -18 20 22 -21 24 26 27 -26 -24 28 -9 -29
right_child=13 4 3 -5 6 -7 7 9 -10 11 -12 -13 15 -15 -16 -17 18 -19 -20 21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=4.4918908172200886e-05 -0.0020703457812987565 0.00036276397482391153 0.00064828369671180374 -0.0018417948112256764 -0.00045510780293255563 0.0015173043358541673 0.0010351139303626006 0.0015088593399101857 7.4716301351537656e-07 -0.0005299742861270834 -0.002283393058304284 -0.0021410580654814262 0.000430824703040516 0.001107545809035536 0.00068923353640889075 0.0020251149563095109 0.00020809926939718108 -0.001265718064847708 0.0015351244277655429 0.0012095680159606909 0.00084124709995729607 -0.0021589415994740422 0.0012889546699066845 -0.00014152870090929621 -0.0023401639080252463 -0.0004413774907240854 8.4534445129167508e-05 0.0010828340799575978 -0.0024258300287798647 -0.00036539989740208084
leaf_weight=27.255722301953938 1.7535808222019107 129.18959633633494 1.3759830812923608 4.210370175773277 2.0086369966156763 3.9627311155199996 0.46870099753141348 0.82826433517038056 2.7980151017836761 11.574100464291407 2.7007835690164939 1.2788497546571296 3.1041014390066266 0.53440036810934533 3.6493399068713179 2.9418874885886908 5.1415919065475446 3.9460504923481485 3.8205475625582039 0.42173174326308083 9.2636614115908724 1.2038847412914024 9.5977479508146661 17.246384178288292 2.1348193755838931 5.536202956456699 4.4330448415130368 5.9767330668400955 1.3727822965010998 2.7700331206433475
leaf_count=562 693 808 23 257 35 30 3 7 69 403 104 74 29 64 14 15 64 60 26 18 71 67 51 183 58 97 24 41 45 39
internal_value=0.00019242 0.000205295 -0.00017168 -0.00122846 0.000257452 0.000397124 7.90031e-05 1.92662e-05 -0.000951772 8.35117e-05 -0.00179265 -0.000385208 0.000792195 -0.00132809 -0.000237708 0.00120658 0.000188473 0.000107432 0.000773808 0.000196574 0.000237287 -0.00128505 0.000125156 0.000329472 -0.000218067 -0.000969803 0.000908417 0.000308668 -0.000945188 0.00062419
internal_weight=272.5 270.212 32.8421 5.58635 237.37 133.152 104.218 96.1633 5.9675 90.1958 3.16948 16.5023 8.05463 2.28798 15.2234 6.04599 73.6935 64.7313 8.96214 60.7853 59.1597 1.62562 49.896 31.2772 18.6188 7.67102 14.0308 10.9478 2.20105 8.74677
internal_count=4034 3277 842 280 2435 838 1597 1518 176 1342 107 491 79 757 417 44 851 761 90 701 616 85 545 258 287 155 75 132 52 80
is_linear=0
shrinkage=0.00196078


Tree=564
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 0 4 4 4 4 3 2 0 1 2 1 3 0 1 0 2 1 0 4 4 2 4 0 2 2
split_gain=0.215735 0.673938 0.582598 0.352384 0.323532 0.377979 0.261387 0.200367 1.11086 0.539604 0.634265 0.523615 0.418539 0.703346 0.416714 0.388198 0.512025 0.54664 0.456714 1.29395 0.439961 0.219653 1.06713 1.12832 0.681564 2.18614 1.44371 1.3417 0.876162 1.01061
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 102.64264296240002 105.33378955095002 104.91170162450001 40.94178426300001 47.927946529500012 45.295823381400005 48.457543166250012 0.087905000000000025 -0.62218499999999988 84.226704768850013 72.01572794030001 -0.23375499999999999 57.041016153700006 0.10507500000000002 67.04476885710001 58.167480110400007 81.87699236280001 -0.54526999999999992 64.665483411650015 89.705782438650019 38.625745710700009 40.241071441700008 -0.056724999999999998 40.563919884450009 85.995710218650018 -0.0034049999999999996 -0.020814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 6 -2 8 15 -9 12 -10 14 -14 -11 16 17 -1 -17 20 -20 22 23 -21 25 27 -26 -25 29 -28
right_child=1 -3 -4 -5 -6 -7 -8 9 11 10 -12 -13 13 -15 -16 18 -18 -19 19 21 -22 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=0.032739414807637035 -9.6918373915188521e-05 -0.044063831694042307 0.031667465510624805 0.021765092206990758 -0.041245380496733458 0.037576545441774453 -0.045202803410911416 0.031840978145199185 0.027178180549090613 0.014563657596165168 0.032122064991211161 -0.045482044931353403 -0.040545917762939039 0.018622351479635629 -0.010823420795217642 0.018726621870355453 0.042510957713251273 -0.042405533046513288 0.023317033025661092 0.018056941192861217 -0.045424074992617747 -0.00052261540201601849 0.030574381627106413 -0.044837355520721593 0.019548380648544472 0.010293746243052175 0.00039384706951839236 -0.0099446583547111184 -0.017196227853858655 0.02634583045871617
leaf_weight=0.19307906832545896 0.7068419578426981 0.74098327766114369 0.71434101912018366 1.3467189029324789 0.47007645619305538 0.31367727444740001 0.30993580019276123 1.2449413316789995 0.19243318215012539 2.5572335496544838 1.0382501408457754 1.2261552259005828 1.0233086424414066 0.5023264376213773 1.882614931091666 2.3814700368966433 0.1860712282359599 1.0200886243983402 0.17714488320052613 6.5644401982426634 1.3172472627920786 86.792608202347765 2.1887205038219681 2.7409611977636796 7.1605544388294211 6.5107168033719054 61.692673044512041 5.6738797575235367 4.5222001970978445 2.6234824205748799
leaf_count=15 43 217 20 33 597 6 77 14 2 18 9 169 41 65 31 41 2 211 8 75 207 1283 36 29 46 39 578 30 57 35
internal_value=0.000718734 -0.00973914 0.000374302 0.000886663 -0.0120409 -0.00172239 -0.0138462 0.000747062 0.000480147 0.00699758 0.00258156 -0.0356256 -0.00255975 -0.0210643 0.00379885 0.000747268 -0.0207442 -0.030446 0.000905252 0.000679459 -0.0372755 0.000983634 0.00229518 0.00166028 0.000476496 -0.00752418 0.00204776 -0.0213102 0.000227352 0.00145244
internal_weight=206.015 3.25586 2.51487 202.759 1.80053 1.33046 1.01678 201.413 193.164 8.24868 7.00373 1.41859 5.96548 1.52564 4.43985 191.745 1.39924 1.21317 190.346 187.965 1.49439 186.47 99.6776 97.4889 90.9245 14.9256 75.9989 8.41484 68.8384 64.3162
internal_count=4034 960 743 3074 723 126 120 3041 2863 178 164 171 155 106 49 2692 228 226 2464 2423 215 2208 925 889 814 98 716 59 670 613
is_linear=0
shrinkage=0.040952


Tree=565
num_leaves=31
num_cat=0
split_feature=1 1 0 1 3 3 2 1 1 4 3 2 0 2 2 0 4 2 0 3 3 4 4 4 1 2 2 2 0 3
split_gain=1.58109 0.926122 1.90909 2.23884 2.22947 1.74655 2.31725 1.544 1.34431 1.14081 1.635 2.04393 1.13447 1.39595 2.41626 1.07054 1.99016 2.63632 1.57482 1.58525 2.42324 1.78815 2.15523 1.53259 1.6522 1.48971 1.48533 1.38851 1.69337 1.3627
threshold=83.740093847200015 69.999384342500022 96.163458868000006 71.096275259700022 0.08376500000000002 0.090390000000000012 -0.059424999999999999 72.187789260650007 70.776348742200014 42.599563320500003 0.09450500000000002 0.17076500000000003 100.15850764985002 -0.24385500000000002 -0.092479999999999993 86.643628628100018 41.975471476700008 -0.102645 86.329079026800017 0.087555000000000022 0.088555000000000023 42.686561923500008 42.865207177650007 41.385032804600009 63.705703859100005 -0.026144999999999998 -0.053159999999999992 -0.14138499999999998 85.812895065800021 0.08092000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 6 -3 -5 -7 10 11 -4 13 -11 -15 16 23 27 19 -19 -21 -22 -23 24 25 26 -1 28 -18 -17
right_child=-2 2 9 4 -6 8 -8 -9 -10 12 -12 -13 -14 14 -16 29 17 18 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0001506461431400656 -0.0013803892877491753 -0.0022906078060601688 0.00061228231915278386 0.000553326157354474 -0.0021044637869570395 8.353485927087169e-05 0.0001602067701625136 -0.0020498322137184502 0.0017063043913740339 0.0018730332328293832 -0.00020222842793689384 -0.0012874953208806327 -0.0012914603005023345 -0.0024173520409892608 0.00046286515883614657 0.00083344518203337051 0.00031160394673286331 -0.0020268685697233855 0.00021223601196192213 0.0011551662861567478 -0.0022505253715612633 0.0016588506952138348 -0.0012724540886696909 0.00079310285721031527 -0.0016216450993027365 0.00078475856155865004 -0.0010927184566146579 0.0013711469766299171 -0.0019141199869814746 0.00028037365460885648
leaf_weight=26.670179536129581 2.3112235353328279 2.2857003482058635 36.873956324066967 2.8864716449752432 4.5440220579330344 7.1318193550687266 3.4214609060436523 1.1245974028715862 2.4313494535163045 1.2249035332351921 16.292325999354944 2.1275605894625178 3.3407642317761201 1.4557517745997754 3.5756388520821911 20.88589605782181 8.8900687666027789 4.1654270522412871 4.6398073732852927 2.0962400948628765 3.021145174279809 1.3061849717050789 2.8021670854650438 17.496844590757973 1.8255586612503965 11.599397815298287 3.913317101076248 3.5733314082026508 1.4061856381595124 65.279446442611516
leaf_count=349 757 61 315 78 165 78 32 112 10 8 208 75 183 47 32 212 195 192 21 12 63 12 55 125 39 103 24 28 12 431
internal_value=0.000171726 0.000185097 2.75613e-05 -0.000428699 -0.00120055 3.7246e-06 -0.000821337 -0.00017653 0.000496109 0.000195082 0.000299188 0.000508648 -0.000404729 6.87722e-05 -0.000370479 0.000262927 0.000123165 -0.000258818 -0.00073399 -0.00106184 -0.000626131 -0.00114987 -0.000340493 0.000321285 0.0001337 0.000209666 -8.44881e-06 0.000358925 7.63117e-06 0.000414434
internal_weight=270.599 268.288 88.7163 23.8254 8.55509 15.2703 5.70716 4.01107 9.56317 64.8909 55.2938 39.0015 9.59706 6.25629 5.03139 179.571 93.4059 31.9006 18.031 13.3912 9.22574 7.1295 4.10835 61.5053 44.0085 42.1829 30.5835 13.8696 10.2963 86.1653
internal_count=4034 3277 1404 536 355 181 93 190 88 868 598 390 270 87 79 1873 1230 590 355 334 142 130 67 640 515 476 373 235 207 643
is_linear=0
shrinkage=0.00188464


Tree=566
num_leaves=31
num_cat=0
split_feature=2 1 2 0 1 0 4 4 0 0 0 4 0 2 3 0 1 2 4 2 2 4 0 3 3 0 3 4 4 4
split_gain=1.24783 1.12457 1.11045 0.869357 1.5806 1.54626 1.39314 2.07104 1.90603 1.63267 1.26554 1.79664 1.22652 1.15511 3.62261 2.41849 3.04782 1.20325 1.13132 3.41503 1.08933 1.76175 1.08623 1.41455 3.37427 1.78154 1.45559 1.19359 2.42932 1.08385
threshold=0.36215000000000008 83.740093847200015 0.20949500000000004 85.995710218650018 64.407391431150018 85.925810307250018 41.942745071500006 42.434124620650003 85.812895065800021 75.994645973400011 88.17067284620002 42.558389508100007 85.791387400750025 -0.086139999999999994 0.10507500000000002 85.705356740550016 61.45546440395001 -0.098419999999999994 42.719328117250008 -0.22932499999999997 -0.23349 48.96897326980001 86.135510041400025 0.087555000000000022 0.09013000000000003 86.329079026800017 0.088145000000000015 41.481306584950012 42.536568606950006 43.120094701700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 10 6 9 -8 12 -1 22 -12 18 15 -15 16 -11 -18 -9 20 21 -20 -5 29 26 -26 -25 -27 -29 -24
right_child=-2 2 -4 4 -6 -7 7 8 -10 13 11 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 23 24 25 27 -28 28 -30 -31
leaf_value=-0.0016468354589708699 -0.0015728634415469189 -0.0020110083864339173 0.0016378280686243894 0.00091911763885178398 0.00011469502719539643 -0.0012792795807907425 -0.0021982087178992857 0.0009287374875754813 -0.0023417225536291656 0.001206573465880172 0.0016263029690800109 -4.5311735784310575e-05 0.0018550676723133631 0.00047764399492358431 -0.0018347080017232288 0.0015909848082056007 -0.0019715318046661912 0.00020741691692236039 0.00059954957598734571 -0.0018367755247337999 0.0015830025529216937 -0.0014219895854750519 0.00076108309242910557 -0.00032380738660807201 -0.00085538048413733611 0.00091748809890364433 -0.0021395818991981007 -0.00087827860739931143 0.00085453258546956765 -0.00032307870089567995
leaf_weight=1.5031434025149781 1.4965342693321861 1.534317474492126 0.38530174992047239 11.199327057227491 119.63296353978512 3.3411070164293042 1.9665606690687152 3.1774796161335059 1.3338982742279757 4.1971740266308171 7.1940667890012246 3.5434992834925652 1.2759577110409726 13.563244947581554 3.0674055228009811 7.2296471446752539 2.4584712493233347 1.5108792521059551 4.9947863982524723 3.9785851127235139 1.9146455824375204 2.3364227749407291 22.945892278105024 3.2574284300208083 4.2094948701560524 12.369212560355665 3.2631658166646957 5.4717708230018598 6.5796985477209091 3.9980743899941436
leaf_count=233 109 693 9 58 1681 29 61 40 20 55 58 28 5 93 26 21 47 10 138 203 6 31 164 21 32 60 21 38 25 19
internal_value=0.000176826 0.000186766 -0.00127862 0.000197522 0.00025657 -1.03591e-05 6.74198e-05 -0.000320956 -0.000126775 0.000310411 0.000458551 0.00107465 4.03559e-05 0.000402272 5.11471e-05 0.00078155 6.49758e-05 -0.00114214 -0.000100816 -0.000348191 0.000292363 -4.47057e-05 0.000368293 0.000268946 1.50245e-05 0.00029915 -0.00123249 0.000498161 6.77783e-05 0.00060021
internal_weight=264.93 263.434 1.91962 261.514 203.665 57.8494 54.5083 20.9783 19.0118 33.53 84.0316 10.7376 17.6779 32.0268 16.6307 15.3962 8.16652 3.96935 16.4019 13.2244 9.24585 7.33121 73.2941 62.0947 35.1508 28.6302 6.52059 24.4207 12.0515 26.944
internal_count=4034 3925 702 3223 2205 1018 989 504 443 485 524 86 423 252 119 133 112 57 418 378 175 169 438 380 197 155 42 123 63 183
is_linear=0
shrinkage=0.00192157


Tree=567
num_leaves=31
num_cat=0
split_feature=0 4 4 1 1 2 0 0 0 2 2 1 1 4 2 4 2 1 2 0 1 3 1 2 4 4 1 4 2 2
split_gain=0.206072 0.625753 0.415501 0.205099 0.691627 0.696177 0.570498 1.16378 2.71767 0.697967 1.29097 1.47395 1.94604 1.33935 1.12051 0.96935 0.756152 1.11759 0.925586 0.66319 0.548174 0.663777 0.586111 0.811515 0.735863 1.53155 0.568128 1.23454 1.00821 1.60147
threshold=104.06483731340002 42.402981339000007 42.536568606950006 61.987779113750001 62.009286778800011 -0.071864999999999998 86.89903215050002 86.479632682150012 86.256490657300006 -0.082334999999999992 -0.018034999999999999 61.950140699950005 60.613977009100005 39.861052345600008 -0.013805 41.535369675400013 -0.095204999999999998 61.907125369850007 -0.25073999999999996 67.04476885710001 62.020040611300011 0.08376500000000002 62.041548276350007 -0.097294999999999993 41.035283712600005 41.919251152600005 62.095317438950012 41.066313126200008 -0.090495000000000006 -0.079634999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 7 8 9 16 13 12 14 -11 -12 -15 17 -1 -19 -16 21 -6 23 -22 -25 -26 27 -24 -29 -30
right_child=1 2 -4 4 20 -7 -8 -9 -10 10 11 -13 -14 15 19 -17 -18 18 -20 -21 22 -23 26 24 25 -27 -28 28 29 -31
leaf_value=0.0030205729607783094 -0.046679388231735577 0.032230230861468902 -0.046521668282121377 0.0032414275879702119 0.0032047043573368221 0.028815765771890798 -0.02590259870082821 0.020122580622890431 -0.080077874318196685 -0.0032008242584768308 0.049370129876902744 -0.049956725978728904 0.03866071570616135 -0.069693823977718866 0.04414696679722066 -0.019804057242571713 0.017819377431451441 0.0055919052597275393 -0.063473145226411884 -0.053382843473963944 0.038243772227522677 -0.040369583561391947 0.0064275354510498718 -0.018942416885724216 0.037417508015821783 -0.014639631112883206 0.0016510356645122355 0.0027615787869430834 -0.06551325636309549 -0.013101570734600483
leaf_weight=11.805489158723502 0.73376086662938067 0.58174521347973496 0.18934964187064907 5.4348636370850727 1.4876391103607596 3.8969845715910179 2.0189237482845774 4.9642607718706122 0.96832791715860267 3.3183364383876324 0.36569704115390766 0.8478794521652161 3.0085245079244487 1.6561423046514394 0.16931780357845294 1.6655568978749213 5.8275150603149095 0.67710159718990315 1.063798688643147 1.2186534461798144 2.0634189615957439 1.4940541619434951 7.0522404611110678 1.9310257583856563 2.7630822621285915 2.1371217831037939 128.85458284885681 2.7800073660910121 1.9091707945335645 3.5630460367538035
leaf_count=312 555 10 314 50 26 26 22 24 7 23 2 14 29 16 4 32 35 3 87 150 16 14 31 14 19 32 2074 23 31 39
internal_value=0.000870454 -0.0161548 0.012892 0.000995467 0.00171008 0.0139213 -0.00199058 -0.000705141 -0.00387749 -0.00154423 -0.0101714 0.00613693 0.0161241 -0.02395 -0.0225389 -0.0446782 0.00391071 -0.00207266 -0.0366111 -0.0414852 0.000979781 -0.0186293 0.00136179 0.0128657 0.00520004 0.0147139 0.000652 -0.00775929 -0.0198832 -0.0313872
internal_weight=206.448 1.50486 0.771095 204.943 165.367 9.33185 39.5755 37.5566 32.5923 31.624 12.2501 5.61007 4.76219 6.64004 1.75367 3.3217 19.3739 13.5464 1.7409 1.38797 156.035 2.98169 153.054 8.89465 6.83123 4.9002 144.159 15.3045 8.25222 5.47222
internal_count=4034 879 324 3155 2395 76 760 738 714 707 270 199 185 71 156 48 437 402 90 154 2319 40 2279 81 65 51 2198 124 93 70
is_linear=0
shrinkage=0.0461763


Tree=568
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 2 2 0 4 1 3 2 3 2 0 2 3 3 2 1 0 1 1 1 2 2 3 3 0 3
split_gain=1.1209 0.611851 0.585545 1.24656 0.776258 0.612772 2.62838 1.68778 1.46719 1.3975 1.30357 1.54935 1.60629 1.67725 1.38705 1.25018 1.57817 3.57827 1.21476 2.18811 1.37192 1.06511 0.95403 2.36162 3.46854 1.58267 1.28587 1.70604 1.16689 2.45566
threshold=83.740093847200015 0.20949500000000004 83.116371560950014 81.479100559500012 104.91170162450001 -0.079634999999999997 -0.077085000000000001 100.15850764985002 41.319407281650008 60.613977009100005 -0.23921499999999998 -0.08262499999999999 0.092260000000000023 -0.081354999999999997 86.89903215050002 -0.061874999999999999 -0.14860999999999999 0.094375000000000028 -0.23349 58.167480110400007 76.451683855550016 62.020040611300011 69.873026810350026 75.408562100950022 -0.096529999999999991 -0.088224999999999984 0.12201500000000003 0.11148000000000002 85.705356740550016 0.10433500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 -7 10 9 -8 14 22 13 21 18 16 -11 -18 20 -20 -1 -13 26 24 -24 -25 27 28 -12 -30
right_child=1 -3 -4 4 -6 6 8 -9 -10 15 11 12 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0024518823615948216 -0.0019693045599425696 0.00059372964696832568 0.0010873308577361285 -0.0020941359512499018 0.00049335463624052207 0.0013040695191576673 -0.0015030636714866532 -0.0011120986940829796 -0.00014713592130658539 0.0013570398530101655 -0.00013538123202049069 0.00011835985323866487 -0.0021279889491782932 0.00066695851491367826 -0.0022269815777337019 0.00045888426846820026 -0.001931690262335576 0.00031565682966513221 0.0020286905610052393 -0.00058263092943106271 0.00014779742124179879 -0.0022700843910798008 -9.454209660998766e-05 0.00027073139559236471 -0.0022223635354710167 0.0021630663461008107 -0.00046228847521072021 0.001737742306396961 0.00055688728054675233 -0.0011319495896450252
leaf_weight=1.5326249484205612 1.3535757667923451 0.43783196486765508 2.3609730352036413 1.4127289253228799 0.5812621164950541 7.8898867592215529 1.4683465063571919 4.1782664267520877 34.252576275583124 2.0181481563486168 14.841011805925516 1.1292788116261361 1.9355220540892331 3.6553885294124471 1.503685168630909 65.709273118292913 3.8265985039761254 7.3500413547735661 1.7218458368442942 3.3713618069305085 1.3615686763077972 1.606682884506881 13.35062906809617 9.3666045451536757 3.4175895845983204 1.8859155271202315 6.7761998288333407 3.2170305140316477 52.756053937599063 3.2462709322571746
leaf_count=64 693 64 27 123 53 90 43 157 533 11 424 14 30 23 60 526 44 58 24 35 17 36 276 123 82 8 44 21 310 21
internal_value=0.000142749 -0.00134288 0.000153076 0.000144438 -0.00133986 0.000156119 0.000251905 6.64373e-05 0.000179482 0.000318678 0.00010531 0.00015972 -0.000623814 -0.000168298 -0.000566471 0.000352579 -0.000176813 -0.000453778 -0.000253868 0.000300171 -0.00122887 -0.00128424 0.000219655 -8.00168e-05 -0.000528221 0.000587886 0.000323532 0.000395431 0.000334476 0.000458991
internal_weight=259.515 1.79141 257.723 255.362 1.99399 253.368 122.515 130.854 114.625 80.3724 126.675 117.184 8.32687 6.39135 9.49109 78.9041 13.1948 11.1766 7.9874 5.09321 2.89419 2.73596 108.857 28.0207 16.7682 11.2525 80.8366 74.0604 70.8433 56.0023
internal_count=4034 757 3277 3250 176 3074 1305 1769 1215 682 1612 1412 103 73 200 639 113 102 140 59 81 50 1309 489 358 131 820 776 755 331
is_linear=0
shrinkage=0.00188464


Tree=569
num_leaves=31
num_cat=0
split_feature=1 1 0 4 2 1 0 0 1 4 0 1 1 2 3 0 1 2 3 2 2 3 2 4 2 4 2 4 2 2
split_gain=1.25914 0.873299 2.01074 1.62116 2.17971 1.49097 1.42976 1.35043 1.28844 2.925 1.49681 1.19846 1.5727 1.09731 3.28265 2.62738 2.90798 1.13243 0.946098 0.85604 1.77257 1.60332 1.58489 1.62139 1.17107 2.22972 1.1145 1.62893 1.27196 1.07013
threshold=83.740093847200015 66.590419433100024 85.995710218650018 41.942745071500006 -0.12546499999999997 66.351146659450009 85.925810307250018 76.451683855550016 64.407391431150018 38.625745710700009 89.705782438650019 62.116825104000007 62.036171360100006 -0.086139999999999994 0.10507500000000002 85.705356740550016 61.45546440395001 -0.098419999999999994 0.10507500000000002 -0.059424999999999999 -0.011675 0.083495000000000028 -0.08786999999999999 38.804080188450008 -0.079634999999999997 42.283941020600004 0.048475000000000011 38.064633603500006 0.070580000000000018 -0.075639999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 18 10 -10 -4 12 -6 15 -15 16 -9 -18 -1 21 -21 -3 -23 -24 25 -25 27 -22 -28 -26
right_child=-2 19 5 4 11 -7 -8 13 9 -11 -12 -13 -14 14 -16 -17 17 -19 -20 20 26 22 23 24 29 -27 28 -29 -30 -31
leaf_value=-0.0020177451819550526 -0.0014521451160536708 -0.00088195161006616042 0.00043475943949855208 0.00017833466615340874 -0.001426857459511109 0.0015769219966495073 -0.0010771458402567835 0.0012427979267491038 0.00040886698212317849 -0.0016661692808255337 0.0017146176707056461 -0.0024034170569743329 0.00036336179687639596 0.0005131380887732843 -0.0017672072329962018 0.001672018446745192 -0.0019526115599183612 0.00019131861929671764 0.0020581555091138833 0.00081318508170943416 0.00085250602568365599 0.00025660510452077271 -0.0022925750134485442 -0.002449596119392842 0.00096255432203283368 0.00046669140922590602 0.00072485013452335803 -0.0018395223533780461 -0.00018304949717867886 -0.00066467224028573331
leaf_weight=1.3846069635474112 1.7913000687403826 8.7407088445324899 81.042390218004584 10.543551252456382 4.9729179158457537 4.338991053402423 2.8997037410736075 3.9299328424967808 9.2916419357061368 3.632935879752039 3.6724006682634345 2.126838237280027 3.0399807947687805 13.177515441318979 2.9750247225165358 7.3372589126229286 2.4716079329373311 1.5357837826013567 0.26007898896932591 14.646908532478845 1.2668444467708497 33.256950790761039 1.792316778039093 2.1712379892123854 3.5710152797400951 1.8813933029305188 9.0361166773363966 2.7188350232318044 17.274556907359511 2.7507043392397454
leaf_count=238 757 453 491 203 211 30 19 52 52 42 35 55 49 91 25 21 44 10 2 113 7 413 62 46 22 22 68 70 289 42
internal_value=0.0001861 0.000197486 0.000287701 -8.47337e-06 -0.000445888 0.000452242 0.000243036 0.000358788 0.000402263 -0.0001744 0.000490242 -0.00109497 -0.000747674 0.00044943 9.3137e-05 0.000826201 4.43281e-05 -0.00113098 -0.00137321 5.30874e-05 0.000253142 -0.000112909 3.50751e-05 -0.000570466 -0.000272947 -0.00109574 -1.76138e-05 -0.000983864 0.000128759 0.000254516
internal_weight=259.532 257.741 158.633 56.6548 20.6833 101.978 35.9715 33.0718 97.6394 12.9246 84.7148 10.1397 8.0129 31.4271 16.1525 15.2746 7.93732 4.00739 1.64469 99.1076 44.9433 54.1643 45.4236 12.1667 10.3744 4.05263 30.2964 3.98568 26.3107 6.32172
internal_count=4034 3277 1670 1020 518 650 502 483 620 94 526 315 260 243 116 127 106 54 240 1607 547 1060 607 194 132 68 434 77 357 64
is_linear=0
shrinkage=0.00196078


Tree=570
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 4 0 3 0 0 3 2 3 2 4 2 2 4 2 2 4 2 4 4 2 1 3 1 4 3
split_gain=1.34978 2.19716 1.81931 1.1823 1.69491 2.32828 1.73623 1.41291 2.25303 1.31816 1.54566 1.06745 2.54918 2.13441 2.21607 1.94116 1.57617 3.24068 1.7824 1.50241 2.52186 1.54446 3.68501 1.39108 3.28296 1.72437 1.27851 2.48362 1.18817 1.16531
threshold=66.590419433100024 90.297243227400017 89.953120586650016 38.400997490450003 64.02831883475001 43.426640904350009 85.995710218650018 0.41214500000000009 85.925810307250018 84.390700714750025 0.096885000000000013 -0.059424999999999999 0.083495000000000028 -0.08786999999999999 38.804080188450008 -0.016334999999999999 0.048475000000000011 36.957836847500012 0.070580000000000018 -0.079634999999999997 42.283941020600004 -0.075639999999999999 39.337369931850013 40.583589072600013 -0.016679999999999997 71.104340634100012 0.11379500000000002 68.20618276945001 33.708131650200009 0.10335500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 -5 10 -1 12 28 -14 -15 23 17 -17 -18 20 -16 -21 -23 25 -25 -13 27 -20 -2 -29
right_child=11 -3 -4 4 5 -7 -8 -9 -10 -11 -12 15 13 14 19 16 18 -19 26 21 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0015136395441424587 0.0021553499398827619 0.0012583608355276408 -0.0017085086521285027 -4.3372561762240523e-05 -0.0017360251635307028 0.00084120656267243279 0.00042991407730061387 0.0012628991152568898 -0.002031549733825536 0.0010681892808478356 0.00072588871053338587 0.0018468954199136686 0.00025705536365023363 -0.002457909690654808 -0.002535548168827651 0.0016705479879125095 0.00082321157105608265 -0.0019712435522786596 -0.0033602144934538935 0.0010954383033677097 0.00033161533439313932 0.001801580314212836 -0.00260867872333247 -0.00258756875873103 0.0020781849665022982 0.00040796756415751321 0.0010389949938238458 -8.1072187141051759e-05 -0.0012020220960223414 -0.002363304766091855
leaf_weight=1.9779893085360551 0.44108619140752026 8.9431879967451078 1.9037014469504345 40.551438923110254 4.001696301624178 2.1665041556116194 76.453162452206016 3.0138155203312627 2.4219659753143779 13.344914197921751 3.2928647361695766 6.0858469940721971 39.144504703377606 2.2757186737726434 2.5561826300108796 1.3089969203283534 10.086846106190935 3.8955083371838555 1.0795713639818192 4.0550317384768277 2.3710928573273122 1.299212092533707 1.8293028533225877 1.4041818538971702 1.0620691627264023 7.3998017338453792 2.80146186123602 14.720501273870465 10.120391008094883 0.9553167412523188
leaf_count=177 32 64 20 652 68 74 464 14 26 83 28 28 538 74 81 11 103 131 30 25 32 6 41 92 10 55 27 323 698 27
internal_value=0.000174269 0.000294318 0.000236504 0.000261654 0.000193383 -0.000830804 0.000244979 -6.24743e-05 -0.000155426 0.000733313 -0.000114537 9.10443e-06 -0.000162731 1.46526e-05 -0.000644904 0.000225903 -3.89305e-05 -0.00105529 0.00013951 -0.000304226 -0.00115582 0.000279891 -0.000777183 0.000804453 -0.000578303 0.00105733 -0.000213123 -0.000422474 -0.00106181 -0.000220156
internal_weight=272.964 158.071 149.128 147.224 128.609 6.1682 122.44 45.9872 42.9734 18.6158 5.27085 114.893 64.0925 53.531 14.3865 50.8001 34.8482 5.20451 29.6437 12.1108 4.92728 7.18355 3.12851 15.9519 2.46625 13.4856 19.5569 16.7554 10.5615 15.6758
internal_count=4034 1670 1606 1586 1298 142 1156 692 678 288 205 2364 1527 797 259 837 652 142 510 185 113 72 47 185 102 83 407 380 730 350
is_linear=0
shrinkage=0.00200243


Tree=571
num_leaves=31
num_cat=0
split_feature=1 2 0 1 0 2 2 3 2 4 0 2 4 2 4 0 4 3 3 4 4 0 4 0 4 4 4 4 1 1
split_gain=1.18662 1.01558 0.902018 1.88551 1.49985 1.35528 2.33399 2.16553 2.48736 2.22831 2.06492 1.53099 2.74769 1.40682 2.19483 1.34605 1.24497 1.17623 1.59081 1.15189 1.14406 1.90219 2.51523 1.55535 1.23428 2.02618 1.16828 1.17825 3.86367 2.39035
threshold=83.740093847200015 0.20949500000000004 91.066142252700018 67.649671936450019 90.407470010750018 -0.059424999999999999 -0.016334999999999999 0.083495000000000028 -0.08786999999999999 38.804080188450008 93.953546284800012 -0.079634999999999997 42.283941020600004 -0.075639999999999999 39.749124837650008 94.047642319350018 33.708131650200009 0.10335500000000002 0.11379500000000002 38.903925214650009 41.942745071500006 86.329079026800017 42.686561923500008 86.83719761350001 43.384297312450009 42.779078631750004 33.96174662340001 38.400997490450003 64.02831883475001 62.154463517850012
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 7 15 16 10 -10 -9 12 -11 -13 -15 -7 -5 -8 -19 -18 26 22 -22 -23 25 -25 -1 -28 29 -29
right_child=1 -3 3 5 -6 6 17 8 9 11 -12 13 -14 14 -16 -17 19 18 -20 -21 21 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0010869411184549582 -0.0019885244972223754 0.00096089801326449222 -0.0011072536379831636 0.0020834815201413205 0.0010962483889713367 0.0019375426109045925 0.00018328061378114022 0.0014386274738642274 -0.0023020257866349018 -0.0024471248431812299 0.00014067926124415841 0.0010212023210932277 0.00044508530681721471 0.00088538922012763204 -0.0023496125329778676 0.00062554380508836414 -0.0023603602575371493 -0.0023649887195464838 9.1129611061549018e-05 -0.00072316130236069816 -0.0014748849706612208 0.00081970342019716577 -4.9110824340560923e-05 0.00024659184661925202 0.00095221355461503547 -0.0013480879517275147 0.00077853505893716668 0.00021362605351412736 -0.0014747572502440064 0.0011189560267272887
leaf_weight=1.9911096263676871 1.6068093694630072 0.55889864382334042 4.8453431897796682 0.46268349897581984 7.3368203374557188 3.710927191656082 27.602454124717045 5.0639717355370513 2.3171619985951102 2.5225456471089265 31.034630326321349 3.9553741365671158 2.1707080588676035 1.5265312120318406 1.4548826683312652 11.042056930251418 1.96428135136375 1.6004879972897463 2.2582347225397825 6.8472386458306573 5.7733232801547301 12.699611298739912 18.404812925989972 7.563266880810259 3.2881333691766477 4.5221024984493852 20.05681918351911 60.88469152309699 4.2785936584696165 12.482431953772901
leaf_count=98 693 64 69 8 56 21 323 29 59 46 355 21 22 10 31 76 54 31 21 366 135 99 427 39 48 37 212 432 61 91
internal_value=0.000162092 -0.00122737 0.000173251 4.23124e-05 0.000263989 9.50919e-05 0.000337062 -9.34184e-05 6.15935e-05 -0.00061436 0.000322758 -0.00027811 -0.00110943 0.000284339 -0.00069324 0.000955561 -0.000929899 4.7031e-05 -0.000927598 -0.00108813 0.000223802 -2.0879e-06 -0.000389561 0.000331626 -7.15612e-05 -0.000350105 0.000342195 0.00037132 0.000266131 0.000367656
internal_weight=271.827 2.16571 269.661 110.38 159.282 105.534 46.2142 59.32 50.0458 13.9472 36.0986 11.63 4.69325 6.93679 2.98141 14.753 9.2742 31.4612 3.85872 8.81152 151.945 52.2513 24.1781 28.0731 15.3735 12.0854 99.6936 97.7025 77.6457 73.3671
internal_count=4034 757 3277 1542 1735 1473 472 1001 573 189 384 130 68 62 41 97 428 375 52 420 1679 785 562 223 124 76 894 796 584 523
is_linear=0
shrinkage=0.00188464


Tree=572
num_leaves=31
num_cat=0
split_feature=1 4 0 0 0 2 0 1 0 1 4 4 3 0 1 2 2 0 0 3 4 1 0 3 4 4 0 2 3 3
split_gain=1.46323 1.01898 1.62183 1.48758 2.474 2.04436 1.42202 1.19444 2.29593 1.68335 1.50896 1.88432 1.12405 1.41437 1.2665 1.08505 1.41875 1.59802 1.41411 1.04484 1.02508 1.02451 1.50775 1.3493 1.00644 1.22182 0.954306 0.933444 0.929544 1.83862
threshold=83.740093847200015 42.094663496250007 75.462331263550013 86.329079026800017 86.83719761350001 -0.097294999999999993 86.643628628100018 64.407391431150018 88.606203063300015 65.29995953045001 41.975471476700008 41.218101594450012 0.12201500000000003 97.991610396700011 66.590419433100024 -0.086719999999999992 -0.08262499999999999 85.764502819450016 85.667718326750006 0.093325000000000033 40.80591513400001 70.776348742200014 90.767723400200012 0.091470000000000024 43.426640904350009 43.631818398850008 67.04476885710001 -0.62218499999999988 0.11922500000000003 0.09551500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 24 -5 8 -4 19 11 12 14 -14 -11 -7 -17 18 26 -9 -16 22 -13 -23 -3 -26 -18 -6 29 -29
right_child=-2 3 7 4 27 15 -8 9 -10 10 -12 21 13 -15 20 16 17 -19 -20 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0018487604390686782 -0.0014109544060874248 -0.00088001532729404424 0.0003321557174304332 0.00034372123257383845 0.0015838339244568743 -0.0021161843720767268 0.0016360092384949466 -0.0024604657534344635 0.0015575939960032683 0.00078671800127864066 0.0014111895402555688 -0.0002094496718826999 -0.0022869311839535241 0.00015189292329250212 7.2902184579606456e-05 0.00079182133693454966 0.0016737229122541848 -0.0021734412617742654 0.0011566833101591973 -0.00029738933808318049 0.00076071412470421365 0.00049878234930186458 -0.002640967616137733 -0.0012012672601610771 0.0018234344538166668 6.2052452924955104e-05 -0.0018987756744961745 -1.5854791274732512e-05 0.00077885888459044734 -0.0012474615813359491
leaf_weight=1.2117045072372992 1.9359586274949823 3.1283801570534733 86.080144407693297 6.2719062454998475 1.1414959393441666 2.277115685865283 5.0389612093567848 1.2775472798384719 5.3273829519748679 12.093191765248774 3.0576849691569796 1.640154637396334 1.3189345860155293 1.910683329682797 61.938949137867894 1.6538685327395795 0.29416433349251603 2.5655195815488696 1.3458144571632145 1.7183714983984826 8.0321006588637811 3.6739122658036649 1.7085291147232053 2.6276057744398713 1.4646530309692014 10.980790671426801 1.4788500525755806 33.670085784135154 3.7933362517505875 4.5102570713497689
leaf_count=232 757 42 543 34 6 58 58 27 47 63 23 13 19 32 702 25 4 49 9 16 60 28 39 42 17 183 147 677 22 60
internal_value=0.000158337 0.000169456 0.000240393 -3.05675e-06 0.000165395 -0.000367029 0.000919432 0.00025355 0.000403576 0.000117769 0.000158658 0.00011832 0.000204158 -0.000844092 0.000245412 -0.0010238 -0.000684827 -0.00111446 -0.000243352 -0.00121979 0.000151857 -0.000640367 -0.00145003 -0.000210104 3.84659e-05 0.000269342 -0.00130606 -3.24199e-05 -7.63748e-05 -0.000161345
internal_weight=275.168 273.232 193.617 79.6152 54.426 25.1892 11.3109 192.405 91.4075 100.998 98.0017 94.9441 85.2939 3.22962 82.0642 9.61533 7.33822 5.68435 3.11883 2.99592 69.971 9.6502 3.34868 6.30152 15.5738 12.4454 1.77301 43.1152 41.9737 38.1803
internal_count=4034 3277 1886 1391 857 534 92 1654 590 1064 1021 998 876 51 825 292 234 209 160 43 762 122 52 70 242 200 151 765 759 737
is_linear=0
shrinkage=0.00181146


Tree=573
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 4 1 1 0 0 1 4 1 3 1 0 1 0 2 3 2 3 2 2 0 3 2 0 3 3
split_gain=0.217288 1.14465 0.524991 0.701871 0.512733 0.652444 1.71982 1.12204 0.477296 1.15297 0.664832 1.28777 0.53322 1.07381 0.874977 0.729446 1.60921 1.20521 0.570433 0.988323 1.07304 1.08291 0.897538 1.64266 0.930008 0.773193 1.86398 0.718017 2.28496 2.51169
threshold=66.590419433100024 66.351146659450009 65.611820673600008 87.350693116400024 87.638358136350021 36.620308449100001 64.407391431150018 62.837331883000012 91.937202686950016 91.394134144600017 67.300172379550006 47.927946529500012 68.20618276945001 0.12535000000000004 68.910558799650019 93.399723909900004 69.873026810350026 93.692765846100016 -0.059424999999999999 0.082535000000000011 -0.13509999999999997 0.076615000000000016 -0.016334999999999999 0.048475000000000011 94.047642319350018 0.076835000000000028 0.04932000000000001 96.039789794050009 0.090390000000000012 0.092835000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 9 10 -2 -12 -10 14 -14 -16 -17 -18 19 20 21 -19 24 -24 -20 26 -25 28 -21 -30
right_child=8 -3 -4 4 5 6 -8 -9 12 -11 11 -13 13 -15 15 16 17 18 22 27 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.00043675159777605476 0.015046069978087365 0.027675249962843641 -0.012193042150478282 0.025574240337638492 0.023162362403158762 0.0014965671268555485 -0.025579924845420893 0.027863238312603508 -0.019436512077755534 -0.049107139953240751 -0.050378239873363276 0.027891156686585601 0.022124971311485182 -0.047038430298734835 -0.023535093760078611 0.026624886676979261 -0.048260707152412825 0.015519950898009477 0.043644655014256115 -0.046698366054139302 -0.049678224632556028 -0.044251179357747292 -0.037518736074003391 0.050342668104628577 0.0089492512355608192 0.0059945311434918373 -0.050334419111680379 0.0023793847377847248 0.029383152889695226 -0.029499420079855284
leaf_weight=94.496209339689813 1.918526012450456 2.9875507764518252 4.7270211689174166 2.7448348589241531 3.3402109928429153 9.5889221280813235 3.0312600322067729 4.0011904221028081 2.3677671118639401 1.1934058403712695 0.99943377476301953 0.58171679591760039 3.3487339103594413 0.81516608702076965 2.185571731068193 4.0420409460784859 0.91336659155785938 1.530834817094729 1.5845979452133203 2.3342208187095812 1.5926802572503138 0.81115209417112044 1.9404377416140146 0.43563682958483951 9.1823436051927256 15.478895636308151 1.229655038048804 25.13652814260422 2.8510251841507852 2.2809278462082148
leaf_count=1398 17 30 42 19 27 65 32 57 30 54 65 7 25 67 30 34 18 188 14 105 143 302 124 3 148 258 126 521 21 64
internal_value=0.000989794 0.00209881 0.00147213 0.00202327 0.00862582 0.00629531 0.00290573 0.00925942 -0.000644747 -0.013608 -0.00150262 -0.0215824 0.000115137 0.000710986 0.00121729 0.000265099 0.000994197 -0.000545131 0.000111331 -0.00339286 -0.0231932 -0.00518191 0.00440035 -0.00104675 0.0140555 0.00308127 -0.0239975 -0.00100325 -0.0123917 0.00321243
internal_weight=209.672 124.917 121.93 117.203 22.7064 19.9616 16.6214 13.5901 84.7547 4.69308 3.49968 1.58115 80.0616 77.6938 76.8786 73.5299 71.3443 67.3023 66.3889 36.5374 3.93467 2.34199 29.8516 19.0846 10.7669 17.1442 1.66529 32.6027 7.46617 5.13195
internal_count=4034 1670 1640 1598 200 181 154 122 2364 143 89 72 2221 2191 2124 2099 2069 2035 2017 1344 633 490 673 511 162 387 129 711 190 85
is_linear=0
shrinkage=0.0418233


Tree=574
num_leaves=31
num_cat=0
split_feature=1 0 0 2 3 0 0 3 2 3 2 4 4 4 2 2 3 4 3 2 3 2 4 1 4 2 0 0 2 3
split_gain=1.30535 0.893445 1.54838 1.53485 1.69049 1.33539 1.11521 1.37738 1.38632 2.74087 2.09426 1.8778 2.83068 2.82803 1.7293 1.54414 1.98825 1.49488 3.73585 1.36426 1.28512 1.29643 1.69473 1.13237 1.10714 2.10839 1.4802 1.1432 1.28019 3.49937
threshold=83.740093847200015 93.953546284800012 94.773526014550015 -0.122165 0.10371000000000001 85.995710218650018 86.135510041400025 0.080770000000000022 -0.083424999999999985 0.096315000000000026 0.056690000000000011 40.206947806850003 42.094663496250007 41.319407281650008 -0.087234999999999993 -0.067109999999999989 0.10220000000000003 36.620308449100001 0.098105000000000026 -0.095204999999999998 0.079220000000000027 0.12427500000000002 37.52517992975001 62.079186690200011 41.942745071500006 -0.12546499999999997 75.994645973400011 85.925810307250018 -0.086139999999999994 0.10507500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 24 -7 20 14 10 11 -10 13 -13 17 -11 -17 -9 19 -19 21 22 -8 -14 26 -26 -1 28 -28 -30
right_child=-2 2 -4 4 -6 6 7 8 9 15 -12 12 23 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0016617235959814336 -0.001360322342579362 0.00073312988742402143 0.00010239469602413282 -0.0015875510439983828 0.0013725223831414345 0.00093604679822657192 -0.0010126205317500772 0.0012932191005332531 0.00063017005798859103 -0.00069437748380879298 -0.0018754679113431008 -0.00024477360538123071 0.0010051108740003125 -0.0026727584259189029 0.0015812811747704584 0.0017539217934440794 0.00031775956007204861 0.00070306281982975276 -0.0012435092562881054 -0.00035737664435686638 0.0015888360547300945 0.0017277982127660632 0.00057015127427305411 -0.00045753850915556743 0.00025202996269491578 -0.00099698829967929253 0.0007856156655266772 -0.00083410215391018102 0.00044386467816420825 -0.0017923813538921181
leaf_weight=1.5039168552611943 2.049129211853141 1.9390154432039706 72.886131254024804 5.6780300332466123 0.81534287042450149 11.47771844267845 3.0079270740971067 5.0014061990659675 6.3264556434005561 3.6701696608215597 3.3881400304380795 3.4267655517905933 3.4137705862522125 3.6728353425860405 4.4760404452681533 4.6991869658231762 14.723457250744103 20.442249817773703 5.7269718796014777 5.7425620909780291 4.8829120602458707 2.7196848987368858 14.801474465930367 4.5804789643734694 10.290656374883838 9.7036881044623442 15.729880977887655 3.0822411552071562 13.782755703083245 3.1830912912264457
leaf_count=233 757 60 1071 175 12 58 23 26 35 24 83 22 14 38 16 27 89 115 39 36 85 21 142 36 203 317 133 19 98 27
internal_value=0.000168066 0.000179894 1.21696e-05 -0.000767699 -0.00121587 0.00025424 0.000364739 0.000307571 0.000195191 -2.74622e-05 -0.00047111 -0.000248977 -0.000617464 -0.00150084 0.000452876 0.000449146 0.00066523 0.000316047 0.000162899 0.000470499 0.00070244 0.000491608 0.000302828 0.000167054 1.0809e-05 -0.000354146 0.000206535 0.000285067 0.000390571 2.43056e-05
internal_weight=266.824 264.775 81.3185 8.43239 6.49337 183.456 126.18 114.702 89.2905 47.9013 24.8084 21.4203 15.0939 7.0996 41.3892 23.0928 19.4226 36.9132 31.9118 26.1848 25.412 20.5291 17.8094 7.99425 57.2762 19.9943 37.2819 35.778 32.6957 16.9658
internal_count=4034 3277 1318 247 187 1959 929 871 600 368 228 145 110 60 232 140 116 216 190 151 271 186 165 50 1030 520 510 277 258 125
is_linear=0
shrinkage=0.00192234


Tree=575
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 0 3 2 4 2 2 0 0 3 1 3 1 2 2 2 0 1 3 4 4 2 0 1 4
split_gain=1.49052 2.7909 1.60916 1.49756 2.94751 1.9756 1.44877 1.33836 2.86311 2.50733 1.60847 1.33778 1.32114 1.50362 1.26488 1.22194 1.37417 1.17537 1.2666 1.09707 1.08873 1.27714 1.0591 1.42766 1.05041 1.21697 0.91762 0.91564 0.914479 0.898588
threshold=70.206395618550019 96.163458868000006 -0.10747999999999999 71.096275259700022 70.727956495850009 0.08376500000000002 85.667718326750006 0.09450500000000002 0.22598000000000004 42.599563320500003 -0.092479999999999993 -0.58559499999999998 98.674478761850011 97.225399829550014 0.083495000000000028 61.982402197500001 -0.16320999999999999 73.037342029850024 0.10957500000000002 -0.62218499999999988 -0.046635000000000003 102.21786657775002 80.677940036650014 0.12201500000000003 36.893814626400008 48.96897326980001 -0.087234999999999993 100.27142289135001 80.882262854550007 42.660927378600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 29 14 15 8 9 20 19 -9 13 -13 24 -1 -17 -14 22 -11 21 26 23 -19 -5 -26 -4 -12 -24 -2
right_child=1 2 7 5 -6 -7 -8 11 -10 10 27 12 17 -15 -16 16 -18 18 -20 -21 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=5.2736738858085972e-05 -0.0022193670653953166 -0.0021432397021943612 0.0008326186180099205 0.0012252904692842872 0.000953310186535205 -0.0022177394490051376 0.00035394109397030921 0.00081710337209489159 -0.0022730026733944176 0.002065956398575753 0.00071847736714957325 -9.9905996703579059e-05 0.0014177019791311687 -0.0024105584784347911 0.0021135528944261042 0.000593796752758644 -0.0017494796399658205 -0.0023824973498262222 0.00060212917426192419 -0.0023301834791008948 0.0010194321748085518 -0.00083391333924931856 0.0024651191145001364 0.00023998768983926209 -0.0021787285961756466 0.0011374410231384006 -7.6664208708042192e-05 -0.0009540708047418321 -0.00052269699755949769 0.00029023216451846159
leaf_weight=23.773507708159745 2.24756420077756 1.1672131790110132 13.293633203953506 0.73659125342965026 4.1311870394274592 4.5448895270237699 162.52025901479647 3.5759246794041273 1.5466885869973328 0.24213380611036006 3.0553156037349245 1.8963596634566773 1.5758555233478535 2.5236872546374798 0.68097636103630055 1.3705097298370672 3.2293949332088223 2.6083980253897594 3.1423279626178555 2.2123616304888856 16.633034620143015 2.9960014978423706 0.49209955334663424 1.1499553560279308 1.9182914426783102 0.54672621586360026 6.2840990219265178 2.1397424253809731 1.9725491685385348 0.72564675868488837
leaf_count=562 73 190 81 4 33 165 1096 38 77 4 22 16 6 46 3 23 250 62 47 269 155 284 1 26 138 45 45 154 101 18
internal_value=0.000186775 -3.08148e-05 0.000139324 -0.000781257 -0.000118133 -0.00134027 0.000282568 0.000178888 0.00035179 0.000438433 -0.000588435 -0.000263047 -0.000514494 -0.00141921 -0.000313129 -0.000126253 -0.00105132 -0.000149006 -0.000412628 -0.00189651 0.000638783 0.000358308 -0.000925034 -0.00158009 -0.00082928 -0.00144322 0.000540755 2.95876e-05 7.38598e-05 -0.00160687
internal_weight=274.933 84.0393 68.5074 15.5319 7.1044 8.42747 190.894 67.3402 48.403 46.8563 7.64955 18.9372 15.3612 4.42005 3.88259 28.3734 4.5999 10.9412 9.36533 2.4545 39.2068 22.5737 6.223 3.75835 3.20161 2.46502 19.5777 5.19506 2.46465 2.97321
internal_count=4034 2103 1624 479 124 355 1931 1434 1091 1014 449 343 305 62 190 835 273 243 237 273 565 410 190 88 187 183 126 176 102 91
is_linear=0
shrinkage=0.00196078


Tree=576
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 0 1 4 0 4 3 0 4 2 3 0 0 1 1 4 0 2 0 1 0 3 3 4 2 2
split_gain=1.51541 1.04893 2.02051 2.00474 2.20836 1.53838 1.49029 1.4703 2.01446 1.83719 1.41367 1.28473 1.34034 3.17362 1.19298 1.15366 1.11019 1.63524 1.94156 1.10939 1.09594 2.00784 1.09115 1.09353 1.7085 1.85962 1.53069 1.3714 1.08929 1.15696
threshold=83.740093847200015 93.953546284800012 96.039789794050009 71.096275259700022 0.10335500000000002 85.995710218650018 70.727956495850009 41.942745071500006 85.812895065800021 42.434124620650003 0.076615000000000016 85.791387400750025 42.719328117250008 -0.22932499999999997 0.41214500000000009 85.925810307250018 98.142164052000012 75.806453904250006 72.752365468100024 38.625745710700009 94.773526014550015 -0.117885 76.451683855550016 58.167480110400007 85.121961326250016 0.093325000000000033 0.10433500000000002 37.999598532650005 0.10957500000000002 -0.60024999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 7 20 14 9 -9 -5 12 -11 -14 15 22 -4 18 -18 28 21 -3 -1 -24 25 -25 -26 -27 29 -19
right_child=-2 2 16 10 -6 -7 -8 8 -10 11 -12 -13 13 -15 -16 -17 17 19 -20 -21 -22 -23 23 24 26 27 -28 -29 -30 -31
leaf_value=-0.0013643654116902793 -0.001392055061860851 0.00062198373242134243 0.00040866208374585862 -2.9478038306360123e-05 0.00196662630436132 0.00038334175450519301 0.00076945776705341978 -0.0022005539171153924 -0.0022578276487413488 0.00096027402100579877 -0.0020786905537371371 0.001858413955483739 0.0001990278494083896 -0.0018847743492757731 0.0014403406093026184 -0.0011672533942793121 0.00023149688919036119 0.00098009073145207391 -0.0021892975360485885 0.00024712527398253642 0.00030289611323478514 -0.0020832002902344171 0.0014442313856596653 -0.0022082353975451546 0.00079256793243550553 0.0011820550370703468 -0.00039154119246755293 -0.00097426570365029275 0.00035481633719042731 -0.0022167769987263062
leaf_weight=1.5060631328960905 2.2780123415141125 1.3782202615402623 33.045781577704474 1.7614318660926063 1.6302433538949106 125.47973521950189 2.705530870705843 1.5728174108080626 1.9724452374503005 3.0722486748127276 4.2352054740185849 1.2361206188797957 8.5835988147882762 3.9408512752270282 2.7963668033480635 2.3438285067677489 2.2142413798719636 0.52151317615061987 2.7385453478200361 24.656856474233791 2.0094016576185822 3.8355674101039798 2.8528852462768581 2.0049693053588298 14.624003767967226 2.0345047153532505 5.57113083731383 2.3475518316263333 1.8024454750120638 2.1145941092399911
leaf_count=240 757 14 217 55 14 929 22 55 39 40 219 5 175 206 10 17 48 7 74 393 29 69 15 77 70 21 30 30 39 118
internal_value=0.00016918 0.000182521 5.74078e-06 -0.000574866 -0.000106974 0.00026477 -0.000447449 1.24799e-06 -0.000411537 -0.000213678 -0.00147676 -2.80295e-05 -0.00017754 -0.000456646 0.000234381 0.000133065 0.000157661 -8.59512e-05 -0.00110703 8.78632e-05 -0.000903255 -0.00136811 0.000231566 0.000313223 0.000191839 -0.000674756 0.000465914 2.68726e-05 -0.000796863 -0.00158433
internal_weight=268.867 266.589 84.6496 17.5556 11.559 181.939 9.92872 56.4594 20.3781 18.4056 5.99664 16.8328 15.5967 12.5245 36.0813 33.2849 67.094 34.0482 4.95279 29.0954 7.22319 5.21379 30.9411 29.435 26.5822 6.38703 20.1951 4.38206 4.43855 2.63611
internal_count=4034 3277 1318 422 148 1959 134 1030 520 481 274 426 421 381 510 500 896 679 122 557 112 83 483 243 228 128 100 51 164 125
is_linear=0
shrinkage=0.00192234


Tree=577
num_leaves=31
num_cat=0
split_feature=4 2 3 4 1 0 0 3 0 0 4 1 4 4 1 2 4 2 1 0 1 3 3 4 2 4 4 3 3 3
split_gain=0.23803 0.386754 0.303368 0.283447 0.420543 0.509376 0.811472 0.691015 0.890114 0.774504 0.380803 0.834762 0.908516 0.725446 0.731251 0.697058 0.603959 0.53186 0.523598 0.71665 0.860385 0.486387 0.965102 0.387869 1.17572 0.606129 0.817873 0.556654 0.476388 1.58533
threshold=32.051492741500006 -0.10623499999999998 0.088555000000000023 35.419594101850009 61.778079379550007 89.582113364650013 89.813320763900023 0.075350000000000014 96.531777631850005 97.991610396700011 37.038444968100009 69.64719632740001 36.620308449100001 37.828051409500013 67.649671936450019 0.26941000000000009 39.051326806600009 -0.10051499999999999 71.365121072750014 95.117648655250022 83.116371560950014 0.092835000000000015 -0.075324999999999989 38.748048509250005 -0.10946499999999999 38.478081868400004 38.121007182500009 0.09180000000000002 0.088145000000000015 0.089305000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -8 -9 -10 11 12 17 14 -12 23 -17 -5 -13 -20 -21 22 -16 24 -15 26 -26 -28 -25 -30
right_child=3 2 -4 10 5 6 7 8 9 -11 13 18 -14 15 21 16 -18 -19 19 20 -22 -23 -24 28 25 -27 27 -29 29 -31
leaf_value=-0.058061349567526947 0.035522069360572742 0.025126265804035056 -0.052511591314249095 0.040579534803794802 -0.019080850352324277 0.052729088687151038 0.040060674667736822 -0.025500027739621799 0.054876397456523493 -0.0006080792253482124 0.033345289135617726 -0.044301438593520107 -0.01845285511660405 -0.040281147937927288 0.027063313121393935 0.00026492989892144787 -0.056563866921362269 0.0028550915096947553 0.044948733068373069 -0.052202835088845836 0.044623219236549792 0.015863747386173084 -0.050689072671285612 0.0045332919977132576 -0.013719030730530331 -0.026113476250480799 0.0039514282011094996 0.042701681741164253 -0.023247067231653106 0.0011397962550712462
leaf_weight=0.42549006809895218 1.2853609556332219 0.42694906824908574 0.16875944166895351 1.5028484894428404 1.6488631574902664 0.97463348507881153 1.1002339520200619 2.308097193017602 0.84197440743446383 2.1445345959800761 3.3681258270516983 1.9687982980394738 2.9237272054888308 2.1596755626669619 0.6511151299200717 0.85785726821632013 0.9439626547973603 2.2320373831316811 0.46197840920649458 0.85750462047872111 0.29690695530007361 2.5374037529982161 0.93394503799208906 77.030393364566407 2.5053033347940055 1.6066833892255088 1.8287831234993066 1.7371330285386646 6.9244970784930038 85.572310123803618
leaf_count=103 24 40 39 49 36 6 32 20 3 84 45 29 28 58 19 22 71 23 9 58 44 28 47 1902 40 27 26 21 151 950
internal_value=0.00124547 -0.0223646 0.00313208 0.00136072 0.00928876 0.00554979 0.0110607 0.00471005 -0.0026359 0.0150344 0.000950019 -0.00825514 0.0020134 0.00144984 0.0163998 0.000831717 -0.0295073 0.0180347 -0.0273265 -0.00665055 -0.0272998 0.00255509 -0.0187497 0.00113649 -0.00832683 0.000661429 0.00774712 0.0228286 0.00168564 -0.000685853
internal_weight=210.226 1.0212 0.595709 209.205 10.3037 9.01834 7.36947 6.39484 5.29461 2.98651 198.901 10.2438 6.65861 188.657 7.49059 181.167 1.80182 3.73489 3.58519 1.61639 1.15441 4.12246 1.58506 179.365 9.83758 7.6779 6.07122 3.56592 169.527 92.4968
internal_count=4034 182 79 3852 205 181 145 139 107 87 3647 240 100 3407 139 3268 93 72 140 111 102 94 66 3175 172 114 87 47 3003 1101
is_linear=0
shrinkage=0.0490223


Tree=578
num_leaves=31
num_cat=0
split_feature=0 4 4 0 0 1 3 4 3 3 2 4 0 4 3 3 0 0 3 4 2 2 2 0 1 0 4 0 3 4
split_gain=0.220219 0.607628 0.403654 0.22024 0.639925 0.503749 0.852235 0.583985 0.390471 0.529769 0.451851 1.19841 0.916909 0.860476 1.21003 0.667238 0.522278 0.570403 0.406413 0.383925 0.374191 0.362646 0.355812 0.350409 0.990639 0.669908 1.85974 0.858063 0.667701 0.620384
threshold=104.06483731340002 42.402981339000007 42.536568606950006 85.667718326750006 85.624702996650015 61.982402197500001 -0.16320999999999999 44.756878345700009 0.11922500000000003 0.10721500000000002 -0.23349 48.96897326980001 77.693751511800016 48.86568841230001 -0.23921499999999998 -0.24238499999999999 78.236820054150016 71.249517373150013 0.09180000000000002 48.778770352700008 -0.116995 -0.073609999999999995 -0.55354000000000003 85.812895065800021 62.025417527550012 85.995710218650018 40.636252116050009 86.135510041400025 0.10546000000000001 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 8 -7 -8 9 10 11 12 13 14 -1 -12 17 -17 20 -16 -18 -20 -9 24 29 26 -25 -27 -28 -5
right_child=1 2 -4 23 -6 6 7 22 -10 -11 15 -13 -14 -15 19 16 18 -19 21 -21 -22 -23 -24 25 -26 27 28 -29 -30 -31
leaf_value=-0.057963113036341662 -0.046688763320746271 0.03051162133701717 -0.046536230525863712 -0.017550166503038658 -0.053542877141619885 0.013312147785323247 -0.049468242085052162 0.050348053576471014 -0.026974073218147102 0.032079477610229758 0.034447992634554635 -0.047279435505870521 -0.050940016729490244 0.05210002300946151 -0.0044261656783873785 0.0027235923546663882 0.040278089155725373 -0.048095532376878275 -0.016104075443793883 0.04901655830887227 0.0067733676981113888 0.01079601369447979 -0.04638474676369702 0.0087723721508145593 0.025421128396875305 0.015837583330628086 -0.045562971489320779 0.0010372317031318004 -0.0098519810623347269 0.0083676122502408141
leaf_weight=0.5826430743618406 0.73383565022595465 0.59552764205727726 0.19184628016228089 2.9949740283191186 0.52715468849055369 1.0951070267474281 1.6008514363784332 0.22887283563613892 1.0013764528557647 1.2159936483949412 1.4746205675619499 1.4040838461369274 0.53801874816417683 0.89278820157051075 0.54424658120843472 1.0264128334238138 1.1522977054119112 0.87150209263199929 2.1236995700746775 0.60652760416269302 1.8587509517092256 2.1543299786280841 0.12571571674197901 5.0711295008659345 4.9130346160382024 8.8382008811458928 2.8544428823515773 154.21726799472526 1.8358915569260714 5.7635244093835354
leaf_count=56 555 10 314 17 16 23 193 1 20 17 85 30 33 3 41 63 7 109 19 5 43 24 54 27 46 58 43 2067 15 40
internal_value=0.00106527 -0.0164469 0.0117387 0.00119365 -0.0032884 -0.00199597 -0.0193149 -0.0375871 0.00103213 0.0027374 0.000394662 -0.0117609 0.00399996 0.0152553 -0.00372146 0.00560311 0.000973168 -0.020612 0.00659347 0.0237414 0.0195953 -0.00255773 0.0160524 0.00169896 0.00881829 0.00113575 -0.0106191 0.00183946 -0.031585 -0.000494988
internal_weight=209.035 1.52121 0.787374 207.513 21.025 20.4978 3.05055 1.95544 17.4473 16.4459 15.2299 4.56831 3.16422 2.62621 1.73342 10.6616 9.18699 1.89791 7.28908 1.15077 3.01105 4.27803 0.354589 186.488 13.6715 172.817 9.76146 163.055 4.69033 8.7585
internal_count=4034 879 324 3155 842 826 271 248 555 535 518 168 138 105 102 350 265 172 93 46 50 43 55 2313 103 2210 85 2125 58 57
is_linear=0
shrinkage=0.0461948


Tree=579
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 2 0 0 0 0 2 4 4 1 4 2 2 3 1 1 2 3 4 4 2 1 2 0 0 3
split_gain=1.27764 2.76546 2.32586 1.5271 1.98085 3.4874 2.55528 2.32728 1.83114 1.73552 1.80969 1.52695 1.58667 1.55673 1.40725 1.95025 1.95371 1.91308 1.39818 2.46345 2.03871 1.86981 1.38695 2.34864 2.50423 1.49252 1.33783 1.26723 1.10285 1.45565
threshold=66.590419433100024 90.297243227400017 89.953120586650016 38.400997490450003 63.353515844050008 -0.097799999999999984 85.995710218650018 88.606203063300015 85.925810307250018 81.87699236280001 -0.26894999999999997 41.942745071500006 42.434124620650003 62.116825104000007 40.206947806850003 -0.12546499999999997 -0.086139999999999994 0.10433500000000002 62.095317438950012 62.041548276350007 -0.08854999999999999 0.089305000000000023 40.563919884450009 42.824128352900011 -0.032369999999999996 61.993156030000002 -0.054619999999999995 85.791387400750025 86.135510041400025 0.080770000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 11 10 -1 14 -13 -14 26 27 -17 -18 19 22 -21 -22 -8 24 25 -24 -5 -16 -20 -30
right_child=-2 -3 -4 4 5 -7 18 -9 -10 -11 -12 12 13 -15 15 16 17 -19 28 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016611663318443699 -5.6134843486554069e-07 0.0012668901224160863 -0.0018463029182216304 -0.0014445997005543367 0.00084759335292837359 -0.002530163662245719 0.0011744786458866476 -0.0020050668644231219 -0.0015583708633772236 0.00097298358717566331 -0.0017063167256928589 -0.0021773381310710889 -9.7625523576954024e-05 -0.002296775936669708 -0.0024494524001448421 0.001400194658951624 0.00064364257410482026 -0.0012810670630812144 0.0018552799116102762 0.00059141058942158511 -0.0018871046429636167 -9.6858025195207289e-05 -0.0014617920589691579 0.0011157145180602196 0.00088291511876426422 1.3556685816803143e-05 0.0004485235910494862 0.00082104195061612738 0.0014205333515574054 0.00039250338131029122
leaf_weight=0.85152847622521521 108.62049056637625 9.6477475576102716 2.0142509862780562 3.0273350216448307 4.1553268223069608 2.7293537883087975 8.4216143935918826 1.4173023104667661 3.1114688180387011 16.569204451050609 1.9181435112259348 1.7847840861650208 15.227195170125926 1.2902923822402943 1.2682430699933345 8.2129609733820015 7.1014166419627092 2.6096566151827574 2.998117662966254 4.3063177466392508 4.491341916844247 4.1461050175130367 5.1308024078607559 7.9495497941970816 5.4472587816417226 5.0063672363758087 2.5341658312827375 0.66862915456295002 6.6181766539812115 22.040946755558252
leaf_count=13 2364 64 20 31 83 57 38 12 28 111 164 57 335 24 77 30 70 17 22 15 43 21 35 33 40 29 17 2 78 104
internal_value=0.000160885 0.000268671 0.000205746 0.000233113 0.00015904 -0.000749878 0.000220193 0.000122068 -0.000133482 0.000737537 -0.000670993 -3.20863e-05 -0.000455471 -0.000269416 0.00027272 0.000512053 0.000710073 0.000126415 0.000436566 0.000218426 -0.000489071 -0.00102776 0.000505001 0.000265429 -0.000168298 -0.000733173 -0.000581975 -0.00132044 0.000745954 0.000629904
internal_weight=271.316 162.696 153.048 151.034 131.695 8.30198 123.393 5.57263 46.8361 19.3389 2.76967 43.7247 18.3023 16.5175 25.4224 19.8609 17.924 9.71107 76.5566 44.8994 12.9438 8.63745 31.9556 23.534 15.5844 10.1372 5.5615 1.93687 31.6572 28.6591
internal_count=4034 1670 1606 1586 1298 152 1146 95 688 288 177 660 416 359 244 196 117 87 458 254 79 64 175 137 104 64 48 79 204 182
is_linear=0
shrinkage=0.00192234


Tree=580
num_leaves=31
num_cat=0
split_feature=2 2 2 2 4 4 1 1 2 1 3 3 3 1 0 3 4 3 0 3 1 2 0 4 4 1 3 4 3 3
split_gain=0.225935 0.400365 0.336693 1.33783 0.552074 0.511048 0.933415 1.74765 0.504585 0.503323 0.447392 0.570774 0.433228 0.598471 0.536525 0.53572 1.14223 1.09351 1.12544 0.98256 0.896263 1.59065 1.2801 0.769877 0.559278 0.319424 0.576409 0.312015 0.521429 0.416421
threshold=-0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.50001499999999999 49.283271594150008 39.792680591700012 75.634392583900009 78.285212300550015 -0.58287999999999995 75.499969677400017 0.085035000000000013 0.083950000000000011 0.41214500000000009 62.068432857650002 87.818484831100008 0.10507500000000002 38.179089776100007 0.12201500000000003 89.953120586650016 0.10661000000000002 64.02831883475001 -0.020814999999999997 86.756543869550015 37.311503175250003 41.646178195200001 55.782817748650011 0.049900000000000007 49.283271594150008 -0.55648999999999993 -0.27628999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 8 9 -7 -8 -4 -3 11 -10 15 -14 -15 25 17 18 -17 -18 22 -22 24 -20 -21 26 -5 28 -27 -30
right_child=1 2 3 12 -6 6 7 -9 10 -11 -12 -13 13 14 -16 16 19 -19 23 20 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.028278746012279192 -0.021031097584277531 -0.033482149215362939 -0.00011739175629426703 -0.056490855299664904 0.027829732717343444 0.030710008206185226 -0.063068828221295128 0.030949693191037742 -0.050661248743247095 0.016061313384251534 -0.062417647201891857 0.051827792066147849 0.034812951131643989 -0.020289966608043213 0.016812899097141169 0.046640660246545666 -0.041267923104739729 -0.02334485812819501 -0.017227945010837253 -0.0018948285861698966 -0.0053821048533770361 -0.068374547807344768 0.027239417044164764 0.034386873194753337 -0.026702139422238508 0.031067137665820251 0.0085541519743947952 -0.018763856829421655 -0.019379698299922494 0.0023190964792924045
leaf_weight=0.70210233243415032 1.8933051900457929 1.0306010814383615 0.62392446426383763 0.59665230693644733 0.3298351156990974 4.0878130667842925 0.81533650308847416 1.0381833554565671 0.32674994064654983 0.87647121048939869 1.5516015305038307 0.20380233228206635 2.0839683376252642 1.4459314439445736 2.3854459853318986 2.3533034697175053 2.2665963232284438 1.6056910879560744 1.8110490197541369 6.9334190459921974 2.6823695953280549 1.4140753299143387 2.8281333446502677 1.0571590150357222 3.0107709015719593 1.4420868913293805 0.66593074472621083 1.6413895347577625 2.069865422541624 156.84673176809883
leaf_count=18 46 13 15 154 6 29 16 66 78 35 81 1 15 8 45 19 24 21 47 39 40 39 18 17 45 42 24 241 90 2702
internal_value=0.00106093 0.00096902 0.00117119 0.000784547 -0.0308745 0.0109343 0.0178825 -0.0104077 -0.0380298 -0.0107125 -0.0493903 -0.0112919 0.00127708 0.014085 0.00281057 0.000876699 -0.00553603 0.0113409 0.0220073 -0.0115575 -0.00756537 -0.0271268 -0.00129146 0.00179615 -0.00940566 0.00189647 -0.0221838 0.00208415 0.00229754 0.00203647
internal_weight=208.62 207.918 206.025 198.176 3.03591 7.84841 5.94133 1.85352 2.70608 1.90707 2.08215 0.530552 195.141 5.91535 3.83138 189.225 25.9626 6.8272 5.22151 19.1354 16.8688 4.09644 12.7723 2.86821 9.94419 163.263 1.26258 162 160.359 158.917
internal_count=4034 4016 3970 3811 181 159 111 82 175 48 160 79 3630 68 53 3562 309 104 83 205 181 79 102 64 84 3253 178 3075 2834 2792
is_linear=0
shrinkage=0.0480611


Tree=581
num_leaves=31
num_cat=0
split_feature=1 4 0 2 0 0 0 1 3 3 4 2 1 1 2 2 0 4 1 1 2 3 1 4 4 2 4 1 4 2
split_gain=1.27454 0.82966 1.20722 2.58904 2.02219 1.94022 1.19541 1.11304 1.02533 2.73965 1.32307 1.21447 0.996804 2.14166 1.20065 1.96015 2.96834 3.20945 3.04364 2.22908 2.39248 1.82879 1.76436 1.68325 1.24271 1.83556 1.0106 1.12463 1.02025 1.00965
threshold=83.740093847200015 42.094663496250007 86.20003303655001 -0.116995 86.83719761350001 86.643628628100018 76.451683855550016 62.181348099150007 0.087555000000000022 0.088555000000000023 44.169240047700008 -0.016334999999999999 58.167480110400007 60.613977009100005 -0.06483499999999999 -0.086139999999999994 86.256490657300006 41.535369675400013 63.154569942350008 65.611820673600008 -0.079634999999999997 -0.11789499999999999 62.020040611300011 41.32819714970001 40.00488309970001 -0.073609999999999995 41.965809985500009 61.778079379550007 41.770271989050009 -0.0034049999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 -4 -1 -3 -5 -10 11 -11 -8 -14 15 21 17 -17 22 -20 -21 23 -18 -15 25 -22 27 -16 29 -29
right_child=-2 2 4 8 -6 -7 12 -9 9 10 -12 -13 13 14 26 16 18 -19 19 20 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013370478590183819 -0.0013411510599854761 -2.0985327635773546e-05 0.00022680179900405584 -0.0018720866434561079 -5.3400196578478685e-05 0.0017078546944345925 0.0013686507795085858 0.0014937393560077658 0.0013278746785755596 -0.0021858596825267461 0.0007988888822763442 0.00018736167261821244 -0.0017662970412242285 -0.0022898492460028293 0.0017821904263031333 -0.00031277409035652807 -0.00072077452975236609 0.0018348434255829617 0.0017960575366031573 -0.0020717590795723911 -0.0022865865745531383 0.00035363013446621617 -0.0029062559158087747 0.00031570266816066119 0.00075777940811885803 0.00023259488817759492 0.0015712118106931087 0.00062085155152933518 -0.00075685781772960093 0.00016918332799957807
leaf_weight=1.6988745158887457 2.0031768584522061 8.5704012858914229 8.2558684572577459 3.437887979554942 41.497153187199729 5.0717531889677039 2.792027384042739 2.1566656827926627 1.8971918425522742 3.7136132074519987 0.89991750940680493 0.96488996734842691 1.8815550287254144 1.8331617555231781 2.0060002431273452 6.6043737551663089 2.313491344451907 3.9496990665793419 1.6279672235250462 2.7932970297988513 1.6617118744179609 67.76452188519761 3.0310878083109856 1.6948871500790117 3.6879646815359592 2.6909945274237503 2.6638985659228629 35.392617941368371 2.8339051066432139 34.926157116075046
leaf_count=245 757 139 45 184 765 58 16 69 11 88 8 24 48 57 11 35 18 24 9 63 32 569 27 7 20 37 20 251 27 370
internal_value=0.000156403 0.000167927 2.94826e-06 -0.000373967 0.000151725 0.000790408 0.000236544 0.000283548 -0.00102025 -0.000628509 -0.00129386 -0.00169641 0.000251221 0.000233826 0.000255031 0.000118045 -0.000301031 0.000490939 -0.000770438 -0.000260167 -0.000569146 0.000284756 -0.00196023 -0.00103813 -4.71444e-05 -0.000729141 0.000430444 0.000390011 0.000351834 0.000396516
internal_weight=262.317 260.314 76.4653 21.6406 54.8248 13.3276 183.848 10.7271 10.9135 7.47561 5.57842 4.6785 182.149 179.357 177.476 99.6532 28.3606 10.5541 17.8065 12.4619 10.834 71.2926 5.34458 3.52805 8.04067 4.35271 77.8226 75.1587 73.1527 70.3188
internal_count=4034 3277 1391 523 868 103 1886 208 315 131 120 112 1641 1625 1577 898 265 59 206 161 152 633 45 64 89 69 679 659 648 621
is_linear=0
shrinkage=0.00188464


Tree=582
num_leaves=31
num_cat=0
split_feature=1 4 0 0 0 2 4 0 2 0 2 2 3 0 0 1 0 4 3 0 1 2 2 3 3 3 4 1 2 4
split_gain=1.52458 0.969625 1.51565 1.13796 2.31245 2.24096 1.75632 1.44917 1.37792 1.34183 0.958342 0.917112 0.913877 0.891551 0.859544 0.852174 1.64424 1.42664 1.4654 0.97527 2.13589 1.61066 3.05026 2.42162 3.5361 2.74304 1.71102 2.99368 1.84522 1.43041
threshold=83.740093847200015 42.094663496250007 75.462331263550013 86.20003303655001 86.83719761350001 -0.097294999999999993 43.218894539100006 85.764502819450016 -0.083064999999999986 85.57631075030001 0.20949500000000004 -0.62218499999999988 0.098105000000000026 67.04476885710001 86.643628628100018 58.167480110400007 85.121961326250016 39.110279783550006 0.093325000000000033 86.20003303655001 62.084563606450011 -0.06483499999999999 -0.08786999999999999 0.078905000000000017 0.089415000000000022 0.09117500000000002 40.890797847750008 65.611820673600008 -0.076484999999999984 41.965809985500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 12 14 8 -7 13 -2 -6 -3 -10 -5 -4 17 18 -17 20 -18 22 -21 -24 -25 -26 27 -27 -29 -23
right_child=10 3 15 4 11 7 -8 -9 9 -11 -12 -13 -14 -15 -16 16 19 -19 -20 21 -22 29 23 24 25 26 -28 28 -30 -31
leaf_value=-0.0019697817413276519 -0.0020393190143836166 0.00026379252792071983 0.0012707335522522865 0.00075849526496596321 0.0016672229713532842 -0.0021310288463287663 -0.00043778922909615194 -0.0022487753243954729 0.0018485551052502157 0.0010927209807371973 0.00094937699430410459 -0.00011739749906388092 -0.001357849276304105 -0.0019880915061726693 0.0018920114048208935 -0.002128670428071341 0.00038619508412924463 -0.0022314837083756587 0.00044979458400344532 0.00025749003301844353 0.0017442619912460748 0.0003868897571241595 0.0015503007823724189 -0.0021141085038438004 0.001618293037225595 0.0018711065668595465 -0.0021356162116479131 -0.0023827823918570403 -6.9204796678785032e-05 0.0018977035404966029
leaf_weight=1.1193633090588253 1.8072319660423084 12.509319123695606 3.1151939965784541 5.8689457476139051 1.0926519818603981 1.4530893303453929 3.0028376355767241 2.9533851956948638 0.27345948526635622 2.071364136878401 0.50790007837349538 40.748123339464655 1.4311349466443051 1.2330488697625694 4.2713082805275917 1.0642374730668951 31.525884348899126 1.6745842269156126 3.4709928254596889 53.890668887237545 4.9517128295265129 58.575903070042841 1.7051938362419701 5.5655507709598195 2.3192954622209063 1.8361474499106387 2.3524858392775059 2.0915841856040083 3.2586120341438778 2.4111090063815928
leaf_count=232 693 223 22 32 6 51 15 63 4 22 64 759 15 145 56 47 163 63 34 491 35 557 20 78 10 7 30 45 37 15
internal_value=0.000169367 0.000183312 0.00026017 2.50071e-06 0.000150158 -0.000367801 0.000853553 -0.00117988 -0.000552392 8.87438e-05 -0.00138365 -7.0793e-05 9.73139e-05 -0.00129167 0.00123596 0.000274052 0.00025648 -0.000715156 -0.000155268 0.000291872 0.000570548 0.000216014 2.3409e-05 -0.000636054 -0.000850025 -0.000256734 -0.000712633 -0.000246812 -0.000973666 0.000446619
internal_weight=260.152 257.837 180.929 76.9087 54.9839 21.9248 13.1431 7.98435 5.03096 3.57787 2.31513 41.8408 13.9405 1.50651 10.1403 179.809 176.694 6.20981 4.53523 170.484 36.4776 134.007 73.0195 19.1289 17.4237 11.8581 9.53883 7.18634 5.3502 60.987
internal_count=4034 3277 1886 1391 868 523 103 285 222 171 757 765 238 149 88 1654 1632 144 81 1488 198 1290 718 227 207 129 119 89 82 572
is_linear=0
shrinkage=0.00192234


Tree=583
num_leaves=31
num_cat=0
split_feature=0 4 3 4 4 0 2 0 4 0 2 1 3 4 0 4 4 0 2 1 3 0 0 0 2 0 2 1 4 1
split_gain=0.21013 0.567419 0.387957 0.432583 0.245579 0.65051 1.55916 1.36218 1.57275 1.15047 1.17079 0.977117 0.699072 0.665777 1.67453 0.647059 1.16133 1.54795 0.992389 0.822609 0.678849 0.558789 0.517271 0.714168 0.643068 0.578422 0.575213 0.481746 1.21265 1.13211
threshold=104.06483731340002 42.402981339000007 0.089920000000000014 42.536568606950006 42.094663496250007 86.20003303655001 -0.097294999999999993 86.83719761350001 43.218894539100006 85.764502819450016 -0.083064999999999986 61.977025281250008 0.098105000000000026 42.824128352900011 86.643628628100018 43.157831852650006 42.779078631750004 90.407470010750018 0.096390000000000017 66.590419433100024 0.076130000000000017 67.04476885710001 101.55650587770002 94.300357383600002 -0.092479999999999993 88.872360418250011 0.061925000000000015 61.987779113750001 41.646178195200001 62.00390986255001
decision_type=2 2 2 2 2 2 2 2 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 27 6 12 8 13 10 -8 21 -6 14 -7 16 22 -18 19 -17 -21 -12 23 25 -25 -9 -26 28 -1 -29
right_child=1 2 -4 -5 5 7 9 15 -10 -11 11 -13 -14 -15 -16 18 17 -19 -20 20 -22 -23 -24 24 26 -27 -28 29 -30 -31
leaf_value=4.8388641376461251e-05 -0.043964222815239297 0.046604918102611734 -0.045841836594507357 -0.043731102005386574 0.0054327567224888599 -0.011892903022029815 -0.047878703800035775 -0.0079213056147452911 -0.013538989374131984 -0.050064356064309125 0.040700228018292442 0.025689109528165992 -0.029688975152807776 0.037210128362665011 0.044792658748218757 0.021984346645846083 -0.049068337596862584 0.0027573609245423766 -0.039263291809378417 -0.045629912092355965 0.0024409502840220731 -0.046802296590669687 0.018705428170897008 -0.00055859162820371137 -0.05188824159043879 0.018501695052362849 -0.01110774506861926 0.022822926465582514 -0.029263650202092248 0.0023326480710597107
leaf_weight=24.755141492903935 0.69525923570836201 0.46650521503761411 0.17965824952989351 0.12800850586063461 9.4503608795930649 2.3254837319254857 1.1307017253711831 3.4921594932675379 2.7387936729937783 2.3483728775754571 0.16978400573134278 1.6207433075178412 1.211553020402788 4.0117088854312897 1.7162952013313768 4.5359641630202505 2.6381110940128556 1.8634778097039086 0.94645430757373183 0.59539895514899299 8.5570641383674211 0.74553433097025845 1.9497032719664265 2.128135378472507 1.3958617663010957 2.8519619402941316 1.2355235312134025 5.3476562628056845 2.9983343313797368 114.73774428543402
leaf_count=421 555 5 35 284 223 18 51 22 15 63 4 57 15 18 52 30 29 44 74 105 304 110 15 24 45 25 9 38 50 1294
internal_value=0.000983048 -0.0154202 0.0102143 0.0271541 0.00109921 -0.00125821 -0.00855556 0.00157316 0.0149566 -0.0262759 -0.0110407 0.00538354 0.00144174 0.0246473 0.012178 -0.00291392 -0.008549 -0.0276146 0.00384552 0.00682617 -0.000686223 -0.0305713 -0.00197403 -0.00560517 -0.0183509 0.003957 -0.0327404 0.00205053 -0.00311832 0.00324512
internal_weight=208.967 1.46943 0.774172 0.594514 207.498 59.6591 16.6771 42.9821 10.7923 6.01514 3.66676 2.53606 10.6619 8.05349 4.04178 32.1898 17.5549 4.50159 14.6349 13.6884 9.15246 0.915318 13.0533 11.1036 4.75952 6.34412 2.63139 147.839 27.7535 120.085
internal_count=4034 879 324 289 3155 1352 523 829 103 285 222 171 238 88 70 726 213 73 513 439 409 114 140 125 78 47 54 1803 471 1332
is_linear=0
shrinkage=0.0435304


Tree=584
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 3 4 3 1 3 4 4 2 4 4 2 1 0 1 1 4 3 1 1 0 3 3 4 2 0
split_gain=1.14653 0.783041 1.12988 1.22516 1.02011 1.60606 1.63653 1.34927 2.15722 1.15291 1.35368 1.27696 2.10149 1.00608 1.50141 1.235 2.91009 2.79309 2.01973 2.33011 1.68824 1.63491 1.42845 1.21498 1.15223 2.13744 3.41744 2.38047 6.29846 1.53602
threshold=83.740093847200015 85.705356740550016 91.066142252700018 67.649671936450019 0.10184000000000003 0.11531000000000002 39.577821550850011 -0.15572 61.982402197500001 1.0000000180025095e-35 37.999598532650005 41.32819714970001 -0.016679999999999997 38.625745710700009 37.038444968100009 -0.092990000000000003 63.530954080650012 90.407470010750018 62.095317438950012 62.079186690200011 42.779078631750004 0.098545000000000021 62.00390986255001 62.057679025150001 85.963448721100022 0.091935000000000031 0.087905000000000025 41.50623664750001 -0.082334999999999992 86.329079026800017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 -4 7 -6 -7 -1 9 10 -9 12 -11 14 -3 21 18 -18 19 24 -20 22 -15 -24 -17 26 29 -27 -29 -26
right_child=-2 2 3 -5 5 6 -8 8 -10 11 -12 -13 -14 15 -16 16 17 -19 20 -21 -22 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=0.00035887465399804541 -0.0013754371596453679 0.00036989570874541779 -0.00095005076997278944 0.00012324824762223517 0.00098507260267584567 0.0010223138202128989 -0.0023943254566902595 0.00047004755390230696 -0.0018793665899265147 -0.0018796672927161341 -0.002313706623133213 0.0006635053682479599 0.0009066508599834968 -0.00017778362873544694 0.0016614016497063454 -0.00038429386154177191 -0.0025715077213606516 0.00041341638435809169 0.0010823782354993452 -0.0013986103460443228 -0.00021336271715610678 -0.00029856190642638071 0.0020106906939139574 0.00079489147348913477 -0.00056128917030150247 0.0014006137366864126 -0.0016679627288033673 0.0017830440621607261 -0.0018911696085293392 0.00093160786952844619
leaf_weight=8.4335547790979053 1.8121094288289885 9.6888954117894155 4.2661150654312214 98.461516408395255 6.4908284575212729 0.93343976885080371 1.2755130021832881 1.0494720176793664 3.9072275446960694 2.5296457589138299 1.8652948309900237 6.0691021822858602 1.7680920767597834 4.9227289110422161 5.3836712241172782 11.186149908229707 2.846736460691317 2.090202723396942 15.638578254729511 4.0173364207148543 5.1354678347706786 6.5263389125466338 3.7262446060776737 20.8003345427569 4.203273516148327 10.569810852408411 4.3248019292950621 3.5706682354211816 3.6045431233942491 7.1688942834734917
leaf_count=225 757 60 69 1473 41 13 30 53 254 54 104 81 27 24 35 71 64 16 143 33 35 39 15 127 26 42 35 10 38 40
internal_value=0.000178866 0.000189597 0.000231139 7.86758e-05 -8.65249e-05 0.0004936 -0.000950552 -0.0002835 -0.000598675 -0.000221917 -0.00131141 8.44068e-05 -0.000733374 0.000356033 0.0008312 0.00029112 0.000146823 -0.00130775 0.000250268 3.17061e-05 0.000762063 0.000589361 0.000786136 0.000979604 0.00016046 0.000342677 -0.000184383 0.000808907 -6.27359e-05 0.000379817
internal_weight=264.267 262.454 228.132 102.728 34.3222 8.69978 2.20895 25.6224 17.1888 13.2816 2.91477 10.3668 4.29774 125.405 15.0726 110.332 74.3565 4.93694 69.4195 48.6455 20.774 35.9756 29.4493 24.5266 44.6281 33.442 15.697 17.745 7.17521 11.3722
internal_count=4034 3277 2395 1542 882 84 43 798 573 319 157 162 81 853 95 758 553 80 473 295 178 205 166 142 262 191 101 90 48 66
is_linear=0
shrinkage=0.00196078


Tree=585
num_leaves=31
num_cat=0
split_feature=0 3 1 0 0 1 1 4 1 1 4 4 2 0 0 1 4 2 2 1 4 2 3 2 4 2 4 1 0 1
split_gain=0.221595 0.61447 0.251445 0.471351 1.22907 0.423096 1.31644 0.261575 1.04173 0.868677 0.699067 0.789155 0.752022 0.563104 0.644048 0.41968 0.327512 0.362359 0.963296 0.978652 0.793553 0.916411 1.21312 2.21419 1.6639 1.63848 1.37138 1.17765 1.46722 1.2658
threshold=71.131225215400022 0.049900000000000007 55.782817748650011 71.332859575200004 76.451683855550016 58.167480110400007 60.613977009100005 44.421469061800003 63.705703859100005 67.940025414550021 48.86568841230001 49.122847560300009 -0.51146999999999998 97.39208423365001 97.674372337300014 61.049507226200006 44.169240047700008 -0.06828999999999999 -0.072524999999999992 65.536543845950021 39.792680591700012 -0.16276499999999997 0.092260000000000023 -0.093879999999999991 41.942745071500006 -0.083954999999999988 40.377444152000002 75.634392583900009 87.009258933850006 78.285212300550015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 -7 15 -9 -10 13 -12 -13 -11 -15 -8 17 18 20 -20 -17 27 -23 24 -24 -25 -27 28 -22 -29
right_child=2 -3 3 4 5 6 7 8 9 10 11 12 -14 14 -16 16 -18 -19 19 -21 21 22 23 25 -26 26 -28 29 -30 -31
leaf_value=-0.05195179764916643 -0.02884912562233297 0.015072294871362885 0.021159747824482336 -0.048561581691221586 0.017478403896602709 -0.042470669157952501 0.033380862672686765 -0.053474513660054443 0.025315717816217307 -0.056073115649713748 0.042244479540539295 0.044839178420473025 -0.048511175340742028 0.039445898410301501 -0.048998899053545791 -0.0065953870575005376 0.024339603598156366 0.0037668830970104877 -0.045074944044093491 0.0024141630276917768 -0.002589716940075041 0.0045764793212571446 -0.015786973691456513 0.014401568926837466 -0.064975997386384918 0.011850366957492886 -0.035669733345039499 -0.057772222597623338 0.033629395864742957 0.013594546587750504
leaf_weight=0.59472492639906593 0.59562095205183041 0.57324712187983096 2.4963603247306301 1.0637189630942874 3.3606813442893317 1.478967614355496 0.88127895072102447 0.91849496983922918 1.8509925918187944 1.0380864059552553 0.75665765081066616 0.25815779424738106 0.64242976782043149 0.36988825723528851 0.33465478440484731 26.297561276411201 1.3222738828189893 74.936083554151992 2.0329488366842408 1.7007459269516401 3.7276869198540066 49.91303674274242 5.6661883626948137 8.9542579707922414 1.9804033859400076 2.0891081728041145 3.4134495040634647 0.92458251211792175 6.634871426038444 1.2437890417786546
leaf_count=175 35 16 28 181 33 64 10 25 80 147 9 7 240 4 95 586 21 1132 20 28 43 676 55 56 49 10 39 21 57 92
internal_value=0.00100878 -0.019056 0.00112206 0.00120859 0.000964201 0.00122407 0.000950069 0.00127459 -0.00808796 -0.000148834 -0.0140125 0.00746731 -0.0217518 -0.0344398 -0.00256498 0.00157587 0.00142899 0.00126914 -0.000364419 -0.023443 0.000412961 0.00259283 0.000586679 -0.00842293 -0.0285265 0.00221039 -0.0176282 0.0141224 0.0206004 -0.0168359
internal_weight=208.051 1.16797 206.883 206.287 203.791 202.727 199.367 197.888 6.16936 5.25087 3.39987 1.65725 0.900588 1.74263 0.704543 191.718 190.837 189.515 114.579 3.73369 110.845 84.5474 72.0164 22.1034 7.64659 14.4568 5.50256 12.5309 10.3626 2.16837
internal_count=4034 191 3843 3808 3780 3599 3566 3502 607 582 502 256 247 246 99 2895 2885 2864 1732 48 1684 1098 885 209 104 105 49 213 100 113
is_linear=0
shrinkage=0.0461948


Tree=586
num_leaves=31
num_cat=0
split_feature=4 2 4 3 2 3 2 4 1 4 1 4 4 0 2 2 2 4 2 2 2 0 4 2 3 4 2 2 2 2
split_gain=0.197335 0.355059 0.288547 0.443627 0.562306 1.19432 1.82786 0.454271 0.33857 0.297195 0.774469 0.799871 0.584186 0.659377 0.76025 1.20186 0.611958 0.569314 0.498585 0.459294 0.791554 0.393739 0.337979 0.922367 0.357188 1.45963 2.15229 0.656403 0.593803 1.22191
threshold=32.051492741500006 -0.10623499999999998 35.419594101850009 0.12201500000000003 0.17076500000000003 0.094375000000000028 -0.11347 34.466665687600006 67.940025414550021 37.038444968100009 69.64719632740001 36.620308449100001 37.828051409500013 91.066142252700018 0.25988000000000006 -0.046635000000000003 0.26941000000000009 39.051326806600009 -0.10051499999999999 -0.041369999999999997 -0.59681499999999998 88.606203063300015 38.064633603500006 -0.016334999999999999 0.10507500000000002 40.206947806850003 -0.054619999999999995 -0.167075 -0.092479999999999993 -0.086139999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 10 11 18 13 21 15 -15 22 -18 -4 20 -12 -11 23 -14 -24 26 -26 -27 -29 -30
right_child=2 -3 9 -5 -6 8 7 -9 -10 12 19 -13 16 14 -16 -17 17 -19 -20 -21 -22 -23 24 -25 25 27 -28 28 29 -31
leaf_value=-0.048124350119796031 -0.050599040792125655 0.0026004027768984895 0.033472730189010903 -0.018270715055209372 -0.014915177959383996 0.039870839454024511 0.033379082735798205 -0.0038322999862511059 0.017617042113202901 0.012208615550885983 0.021643246155447146 -0.014099920832297082 -0.047011422412768372 -0.047908607420186163 0.029392923844613002 0.0078529102317677346 2.4591963601114492e-05 -0.046840316310866978 0.0025241226285521536 -0.0052995613002929862 -0.047482425017532671 0.043142679307077068 0.0016709400566704753 0.01257366355327841 -0.055013768901707803 0.020322410039153332 -0.003303745085802078 -0.017847023101762172 0.020827369201039215 -0.0050565003781319964
leaf_weight=0.38673903150811384 1.0012185310188204 0.58103063410089717 1.4413739750161769 1.0007303335296445 1.2616938258870503 2.146480068564415 1.1930434440073439 1.0273632038006324 2.4787365324882558 1.3507320652715855 0.33800504049577274 2.9184694562572986 0.8751801846883609 0.91204111749539141 1.2707257047295568 2.2670143783761891 0.86093025043373816 0.88399485334230121 2.2324643260799331 1.5373112530796786 1.5894618601087134 1.4203764200210569 147.24235125224732 0.87335171469021478 2.0830417036195286 2.7420455250539844 3.8716970601963139 3.011863445513888 4.2347390861250522 11.14556161353538
leaf_count=103 50 79 49 18 30 28 31 19 29 29 8 28 41 67 5 24 22 71 23 31 101 14 2832 10 48 32 39 32 17 124
internal_value=0.000809194 -0.0176702 0.000896342 0.00765361 0.0105018 0.0145886 -0.00458625 0.0161617 0.0279446 0.000546214 -0.00632107 0.00193127 0.000919445 0.0123569 0.00257504 -0.00814454 0.000455007 -0.0237176 0.0146663 -0.0220225 -0.0353604 0.0280644 0.000694554 -0.01725 0.000874537 -0.00345432 -0.0213926 0.00159992 -0.00119137 0.00207024
internal_weight=206.18 0.96777 205.212 10.1093 9.10854 7.84684 3.22163 2.22041 4.62522 195.103 10.0571 6.59231 185.046 7.22089 4.44978 3.17906 177.825 1.74493 3.67384 3.46478 1.92747 2.77111 176.08 1.74853 174.331 27.0889 5.95474 21.1342 18.3922 15.3803
internal_count=4034 182 3852 205 187 157 100 50 57 3647 240 100 3407 139 96 91 3268 93 72 140 109 43 3175 51 3124 292 87 205 173 141
is_linear=0
shrinkage=0.0410197


Tree=587
num_leaves=31
num_cat=0
split_feature=0 4 3 4 4 0 2 0 2 0 4 3 3 1 0 2 1 4 1 2 4 3 4 3 2 4 0 4 3 3
split_gain=0.195283 0.512821 0.350652 0.387329 0.219389 0.484989 1.35907 1.10054 0.962078 0.938736 1.35727 0.900482 0.62184 0.534961 0.493474 0.483253 0.433268 1.07883 1.07422 0.988801 0.876456 0.726097 1.85072 1.7598 1.40198 1.32874 1.26911 0.908833 0.802899 0.783824
threshold=104.06483731340002 42.402981339000007 0.089920000000000014 42.536568606950006 42.141702038450013 86.20003303655001 -0.097294999999999993 85.764502819450016 -0.083064999999999986 86.83719761350001 43.218894539100006 0.087555000000000022 0.088435000000000027 64.307918480350011 67.04476885710001 -0.62218499999999988 61.987779113750001 41.646178195200001 62.00390986255001 -0.085584999999999994 41.898943182100005 0.092075000000000032 41.32819714970001 0.086955000000000018 -0.037054999999999998 40.583589072600013 85.667718326750006 41.319407281650008 0.10249000000000003 0.11243000000000002
decision_type=2 2 2 2 2 2 2 2 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 16 6 13 8 -8 10 12 14 -7 -6 -10 -11 17 21 -18 -19 -20 22 23 24 26 28 -1 -27 -23 -30
right_child=1 2 -4 -5 5 9 7 -9 11 15 -12 -13 -14 -15 -16 -17 18 19 20 -21 -22 25 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0033474222975746412 -0.042226498344358071 0.044158130796156436 -0.043876340020931104 -0.042015085586161176 -0.0018884461214275722 0.039138921512542543 -0.045176565917085555 -0.047714775767561585 0.038277825761919772 0.032428908175625937 -0.012088714128142206 0.023492234671375577 0.012746270992607486 0.029106937450454281 -0.044662789380987132 -0.0032098102376839528 0.020233178237588949 -0.0066085500299352699 0.00087624267739558001 -0.054644356215552858 0.015211574250620634 0.027461479102999037 0.034270897501105062 -0.061283282871470779 0.021922563118354357 -0.027174150800329106 -0.044602234582634868 0.0049682649083256508 -0.014375423734209561 0.018594976652043672
leaf_weight=1.7860426186671272 0.64113274818282551 0.42620301712304354 0.16551841527689248 0.11620662407221971 9.2253489144204632 2.5584335289895517 0.94599030015524421 2.1512626670300961 0.15282731014303896 0.68098751828074355 2.7278722301125526 1.5624654500279573 4.0157106965780258 1.0899649406783272 0.70431276055751368 30.390629091809391 5.8761181833688161 1.8322442788630726 105.79713617908419 1.2702597033639893 8.0331034862901998 4.626399605534969 1.3837074878392739 1.3667334294877944 1.8165371456416353 2.8744400516152373 2.105355978012085 3.3170827366411686 2.3457317054271698 2.7328935181722045
leaf_count=189 555 5 35 284 171 61 50 62 4 6 15 41 23 66 124 716 40 17 1226 38 74 33 14 37 36 25 17 22 19 29
internal_value=0.000746627 -0.0151196 0.00942971 0.0256963 0.000851876 -0.00137178 -0.00757827 -0.0243408 -0.00940026 0.00106205 0.0127223 0.00458716 0.0230174 0.00138667 -0.0298746 -0.00242873 0.00170115 -0.00303907 0.00278843 -0.0262759 0.0018879 -7.90045e-05 -0.00998286 -0.0186383 -0.00842718 0.00519073 -0.0225947 -0.00995398 0.0148526 0.0033665
internal_weight=204.719 1.34906 0.707928 0.54241 203.37 56.2058 15.8322 5.51686 3.3656 40.3736 9.30202 2.41961 6.57414 10.3153 0.85714 31.0716 147.164 27.4574 119.706 3.1025 113.83 24.3549 8.45838 7.07467 5.70794 15.8965 3.8914 6.19152 9.70502 5.07863
internal_count=4034 879 324 289 3155 1339 518 281 219 821 99 169 84 237 128 722 1816 476 1340 55 1300 421 293 279 242 128 206 47 81 48
is_linear=0
shrinkage=0.0418401


Tree=588
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 0 0 0 4 3 4 3 3 3 2 2 2 0 2 2 2 4 0 4 0 2 3 0 1 2
split_gain=1.38575 0.976542 2.67208 1.90173 1.17925 1.20903 2.76614 1.17368 1.14847 2.73568 1.95249 3.84284 1.76947 1.31742 1.71797 1.18865 3.6203 1.04776 1.04567 2.76174 1.53545 1.04428 1.60209 1.48581 1.39184 1.10107 2.8775 2.12254 2.76863 1.15818
threshold=83.740093847200015 66.590419433100024 90.297243227400017 89.953120586650016 43.680097826700013 91.937202686950016 90.767723400200012 85.995710218650018 41.243661560350013 0.087795000000000026 41.806790701050012 0.096010000000000026 0.089920000000000014 0.10220000000000003 -0.070909999999999987 -0.087234999999999993 -0.083424999999999985 85.925810307250018 -0.081354999999999997 -0.10051499999999999 -0.077085000000000001 41.942745071500006 75.994645973400011 42.434124620650003 85.812895065800021 -0.086139999999999994 0.10507500000000002 85.705356740550016 61.45546440395001 -0.098419999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -3 17 12 18 11 -11 -9 -14 -15 -12 -17 21 19 -10 -20 22 -1 -23 -25 27 -27 28 -24 -30
right_child=-2 4 -4 -5 -6 -7 -8 8 9 10 15 -13 13 14 -16 16 -18 -19 20 -21 -22 23 25 24 -26 26 -28 -29 29 -31
leaf_value=-0.0017480928438724193 -0.0014177336566174117 0.00030967630012320048 0.0012866390030042026 -0.0016291141907742131 -0.000638355639414318 0.00014249472019122139 -0.0025497258993141137 0.0001175049402051593 0.0010488322358576775 -0.0029552776170932802 -0.00088233135979240527 0.00035932420461382215 0.0014120089735163402 -0.0004806175214305845 0.0010704667001711426 0.0018614380538395528 -0.00030772022595716995 -0.0010258135625689474 0.0016403618398751301 -0.00080956781468992346 0.00020490846599691275 -0.0021581562981379202 0.001189277299495813 1.5659483203286469e-05 -0.0023334036579818192 0.00040303313598961574 -0.0017663778904401847 0.0015600743483966746 -0.0018932519351362042 0.00027376568829131205
leaf_weight=1.4240934159024607 2.1282399453411918 3.3349302480928591 9.3573389127850515 2.1397170573472968 9.3028297413547971 95.56236235902179 2.1324308221228421 16.148609839379787 7.1002566441893578 2.7416720613837269 4.5006383731961295 2.6393733099102974 12.102466203272344 4.3885917887091637 7.3322833999991399 4.0184137821197554 11.211582766845813 3.5344116995111099 7.0417957678437233 5.4222941547632235 4.8300453126430494 1.5154179381206656 4.2738701705820876 15.618089969269933 1.0339518133550871 13.452987116063015 2.8483678158372632 6.9125257432460776 2.5122190003748983 1.5231083557009695
leaf_count=233 757 42 64 20 459 1056 50 107 36 29 24 14 55 25 42 12 73 31 77 38 34 62 55 424 20 95 25 21 44 10
internal_value=0.000158175 0.000170786 0.000270828 0.000205842 2.96762e-05 9.11887e-05 -0.000805574 0.000233084 0.000371366 0.000171757 -0.000282541 -0.00132948 0.000618585 0.000958242 0.000489702 2.98739e-06 0.000264609 6.67218e-06 0.000639412 0.000244141 0.00105635 7.80652e-05 0.000286181 -0.000299357 -0.000130198 0.000378081 2.39677e-05 0.000757311 8.94825e-05 -0.00107533
internal_weight=268.085 265.957 155.624 146.267 110.333 101.03 5.46736 144.127 89.478 49.5061 25.1117 5.38105 39.972 23.8233 11.7209 19.7306 15.23 54.649 24.3944 12.5226 11.8718 51.1146 32.9472 18.1675 16.652 31.5231 16.3014 15.2217 8.3092 4.03533
internal_count=4034 3277 1670 1606 1607 1148 92 1586 566 337 152 43 229 122 67 109 85 1020 185 74 111 989 483 506 444 250 120 130 109 54
is_linear=0
shrinkage=0.00196078


Tree=589
num_leaves=31
num_cat=0
split_feature=0 3 1 1 1 0 2 1 2 4 1 0 1 0 1 2 2 3 1 0 3 3 3 4 4 0 1 0 0 3
split_gain=0.196633 0.550653 0.195187 1.0719 0.638438 0.661968 0.539716 1.34472 1.53104 1.03088 1.73251 1.02811 1.20172 0.794372 1.13264 0.75901 0.80548 0.631264 0.61182 0.560267 1.87231 2.13134 1.71844 2.66076 0.96918 1.34898 1.41231 0.785698 1.07767 0.878773
threshold=71.131225215400022 0.049900000000000007 66.590419433100024 66.351146659450009 65.611820673600008 87.350693116400024 -0.053159999999999992 62.132955852800002 -0.037054999999999998 41.436838994450007 62.111448187750007 86.054856297550018 61.987779113750001 85.861287312150012 61.853356207250009 -0.06483499999999999 -0.072524999999999992 0.096315000000000026 61.987779113750001 86.256490657300006 0.098105000000000026 0.09450500000000002 0.08729000000000002 41.872294782850005 43.120094701700005 86.565663342300013 62.111448187750007 85.995710218650018 85.925810307250018 0.087905000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 8 -8 13 11 12 -11 14 -10 16 19 -15 -17 27 21 22 24 -24 25 -21 -27 28 -2 -29
right_child=2 -3 -4 -5 -6 -7 7 -9 9 10 -12 -13 -14 17 -16 18 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.056933239166971988 0.0041346662556691217 0.015214814341182548 -0.00089492271408868308 0.032970938451341705 -0.017074270338077333 0.010225554879342244 -0.03787854115125288 -0.051057787944209912 0.013852354973634479 -0.058457219821254541 0.039632943174790186 -0.071964604846355709 0.027041293932105925 0.0056407409456038036 -0.046676439953635844 0.0010612572406435814 -0.031260020648117004 0.03373764471917378 0.033724865200391023 0.036800708739452806 -0.042152239980400748 0.03912922400565922 -0.061460117465040785 0.0032612146128026516 -0.024064870772051675 -0.041260817929520167 0.01562389589160483 0.038361974198299495 -0.037269758274432144 0.0057360381659218081
leaf_weight=0.54648240763344691 27.756012417637979 0.55429336242377758 82.767521761196804 2.8970366679131976 4.592357379384338 22.168921394273639 2.7858675527386412 1.6518377328757186 2.0314517760416488 0.78983742173295579 0.98678604885935772 1.3219417147338388 0.93253256112802774 4.2907176166772825 1.3311419175006447 2.6128187789581707 1.9675655951723445 4.0373517125844955 3.4765135068446398 3.8239635974168866 2.9678606763482085 3.2456618621945372 3.0421739891171447 3.6167536526918411 2.1773898079991332 1.6982464008033273 3.4252403005957603 3.6152454540133458 1.7376151122152794 5.2897514328360558
leaf_count=175 574 16 2364 30 42 200 24 58 40 60 6 21 21 23 15 23 19 25 27 19 20 18 34 16 12 18 60 31 18 25
internal_value=0.000894781 -0.0206032 0.00101133 0.00232317 0.00156672 0.00232577 0.000393029 -0.00696553 -0.00303022 0.00314484 -0.0190962 -0.0381327 -0.0121663 0.0108138 -0.010109 0.00249862 0.00087032 0.0192618 0.0197095 0.0018835 -0.00423 0.00112192 -0.00581468 -0.0263071 0.00645138 0.0138776 -0.00323128 0.00570415 0.00169533 0.0189815
internal_weight=204.139 1.10078 203.038 120.271 117.374 112.781 90.6123 20.1595 18.5076 15.7218 4.0311 3.04431 1.72237 11.6907 3.36259 70.4528 64.3635 8.32807 6.08933 62.3959 23.9973 21.0294 17.7838 6.65893 11.1248 8.94745 5.12349 38.3986 29.4936 8.905
internal_count=4034 191 3843 1479 1449 1407 1207 293 235 211 108 102 81 103 55 914 864 48 50 845 197 177 159 50 109 97 78 648 592 56
is_linear=0
shrinkage=0.0510028


Tree=590
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 1 2 1 0 2 3 1 4 3 3 4 2 1 4 1 0 1 3 1 3 3 3 2 3
split_gain=1.3973 2.41354 1.48049 1.39173 1.88403 2.13983 1.38304 1.50924 1.32214 1.17255 1.5397 1.48033 1.20982 2.26878 1.44658 2.45819 1.30271 1.93485 1.42299 1.145 1.36102 1.11497 1.14962 0.987354 0.986679 1.77973 0.966256 0.907871 1.6501 0.837276
threshold=70.171445662850019 94.773526014550015 85.705356740550016 0.22598000000000004 0.048475000000000011 -0.0034049999999999996 83.740093847200015 -0.037054999999999998 83.116371560950014 100.15850764985002 -0.094519999999999993 0.089850000000000027 75.408562100950022 41.571132012400007 0.093905000000000016 0.11531000000000002 41.147265497500008 -0.095854999999999996 71.015621515800021 39.110279783550006 71.096275259700022 94.203572890950014 70.776348742200014 0.10184000000000003 61.982402197500001 -0.16320999999999999 0.11531000000000002 0.091935000000000031 0.10957500000000002 0.097015000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 23 4 5 6 7 8 9 12 -11 -12 16 14 -14 -16 18 -18 -3 -2 21 -21 -23 24 -1 -26 -25 -6 -29 -5
right_child=1 3 -4 29 27 -7 -8 -9 -10 10 11 -13 13 -15 15 -17 17 -19 -20 20 -22 22 -24 26 25 -27 -28 28 -30 -31
leaf_value=-8.4213986099525089e-05 -0.0023430216023875867 0.0013839470413992312 0.0003669206797271215 -0.0021432346903633697 0.00087119005682012921 -0.0022789577689039139 -0.0020236153384824967 0.0011298152937748002 0.0013258947723431707 -0.001704643810900855 0.00071937138727994044 -0.001336469009288308 0.000410508839395749 0.0013584454269089047 -0.0024118710434664703 0.0010223025547997817 -0.000199799805927089 -0.0022895299041860717 -0.00019752907269790561 0.0016361617196717622 -0.0019985994527061128 -0.0020453072328282737 0.00091874531394079621 0.00086904232249928302 0.00056986791656224662 -0.0018449430224469904 -0.00067521982564615563 -0.0022932120287503929 0.0008972534847965551 -0.00029518564918012117
leaf_weight=18.254183864861268 1.9792158611817274 2.5967938937246755 148.86296051880345 1.5480245884973549 14.982314027234681 1.5220482815202547 1.182958914527261 4.603596094530082 2.5477062155259764 3.5476925500843208 3.3388142877956835 2.1136914128437638 6.3208620697259885 6.2399915147107086 2.106985281221569 1.2140721990726886 4.8822778728790501 2.4634152345825058 11.045404151780529 1.163157065631822 1.6847931320662608 1.0973795433528719 0.86447302997112263 6.0659264037385565 1.6897084314841775 3.3917670423397785 1.9880205630324779 0.99968010731390622 1.4947778625646604 2.1841799114481546
leaf_count=516 49 15 1041 123 170 88 547 36 20 223 41 44 49 43 34 20 93 63 107 21 190 44 5 40 27 251 41 35 20 38
internal_value=0.000191602 -1.36121e-05 0.00028692 8.33434e-05 0.000141723 -3.09835e-05 3.21393e-05 7.80053e-05 -2.20017e-05 -9.68664e-05 -0.000718938 -7.75855e-05 5.49861e-05 0.000455287 -0.000129213 -0.00115645 -0.000247929 -0.000900601 0.000103505 -0.00111234 -0.000605921 0.000144916 -0.000739224 -9.24755e-05 -0.000292769 -0.00104196 0.00048786 0.000692414 -0.000381359 -0.00106171
internal_weight=263.977 83.7243 180.253 76.9353 73.2031 55.7263 54.2043 53.0213 48.4177 45.87 9.0002 5.45251 36.8698 15.8819 9.64192 3.32106 20.9879 7.34569 13.6422 6.78902 4.8098 3.12501 1.96185 31.3896 23.3357 5.08148 8.05395 17.4768 2.49446 3.7322
internal_count=4034 2118 1916 1809 1648 1423 1335 788 752 732 308 85 424 146 103 54 278 156 122 309 260 70 49 875 794 278 81 225 55 161
is_linear=0
shrinkage=0.00192234


Tree=591
num_leaves=31
num_cat=0
split_feature=3 3 2 4 2 2 4 2 4 4 1 1 1 1 2 1 1 4 1 0 1 0 2 3 1 4 2 3 1 1
split_gain=0.185314 0.30228 1.41233 0.378014 0.34513 1.38608 1.08759 0.813486 1.087 1.69972 0.757932 0.741356 0.923676 1.4164 0.809337 0.71417 0.960587 0.736856 0.68534 1.17886 0.658455 0.653458 0.637905 0.636292 0.6221 0.585139 0.605699 0.615295 0.602082 1.16239
threshold=0.41991500000000009 0.12201500000000003 -0.093879999999999991 41.092444989200011 -0.0034049999999999996 0.048475000000000011 41.481306584950012 -0.026144999999999998 41.872294782850005 40.280372415600006 62.154463517850012 60.613977009100005 62.057679025150001 65.29995953045001 0.066710000000000019 61.987779113750001 65.084882880000023 37.52517992975001 66.590419433100024 91.937202686950016 72.378669787950017 102.21786657775002 -0.086139999999999994 0.11379500000000002 81.011308844800013 39.952536079750011 0.27681500000000009 0.08674500000000003 76.830756451950009 79.95743325765001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 7 6 15 21 9 -9 -10 -7 -13 -14 20 -6 -17 -18 -16 -20 -15 -1 -23 25 -22 26 27 -21 -27 -30
right_child=-2 2 3 -5 5 11 -8 8 10 -11 -12 12 13 14 18 16 17 -19 19 23 24 22 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.0016440257548006551 0.010036663345160625 -0.043033913785819257 -0.014688205989942854 0.011822317450966163 -0.047355707822126329 -0.041381946830941534 -0.063880461970448471 -0.00046330231238642968 0.0095727553692430307 0.049884464474576201 -0.045308321574795724 0.024910916791442739 -0.043768728146738829 0.03806303825932579 0.029836893519429513 0.01921831470194945 0.0058618232231139574 -0.057374782283331545 -0.0758310926294892 -0.009035602880687367 -0.022502926600081987 -0.052996148051123251 -0.0050983059678296402 0.035432333804957132 0.027109493237643452 -0.010596257280045367 0.0093948438550316947 -0.04652035922299444 0.051517055969297676 -0.0034170033577317935
leaf_weight=141.03612068333314 5.3856756298046085 2.2037799058452947 1.958087718943714 4.2936754162219586 1.2126522884936992 0.98333073711546859 1.3617045960709218 3.0733450805419107 1.7240299009135927 3.6886571053182706 0.99074565951013926 4.0425528921186951 1.7856611837632979 2.5403701849281815 1.4872451564297104 2.1507746670395136 0.8178364356572273 1.0550801844510713 0.57685515520279196 2.2570523122558361 1.2785874963738026 1.0627812151969922 2.010048220272437 1.0055302879773069 1.2494576573117226 4.2173560003575385 1.5218957118195247 2.1263237331731943 1.4959165879990903 2.7036847649360425
leaf_count=2137 65 35 24 35 22 105 117 33 38 52 22 35 38 16 16 17 9 42 59 46 22 526 177 7 47 48 71 51 14 108
internal_value=0.000885043 0.000636003 -0.0086141 0.00351907 0.00104884 -0.00336729 -0.0240706 0.00208023 0.0162711 0.0270013 -0.0104559 0.00129936 0.002783 -0.000906415 0.00250127 -0.0137181 -0.00358047 -0.0297616 -0.00262279 -0.0056581 0.0200841 0.00114702 -0.0216644 -0.00301717 0.00201745 -0.00571662 -0.017783 -0.027219 0.00274904 0.0161508
internal_weight=203.297 197.911 8.45554 6.25176 189.456 35.8699 6.59805 153.586 9.47678 6.762 2.71478 29.2718 28.2885 24.2459 22.4603 5.23634 4.02369 1.87292 17.3919 15.9046 5.06842 144.109 3.07283 15.3278 2.52805 14.3222 5.90527 4.38338 8.41696 4.1996
internal_count=4034 3969 94 59 3875 890 207 2985 145 85 60 683 578 543 505 90 68 51 420 404 85 2840 703 345 69 338 168 97 170 122
is_linear=0
shrinkage=0.0500028


Tree=592
num_leaves=31
num_cat=0
split_feature=0 1 0 1 3 2 3 2 4 1 2 4 2 2 4 4 2 4 2 1 3 4 1 1 2 1 2 3 4 4
split_gain=0.910773 1.52686 1.62428 1.10794 1.09927 0.981467 1.81456 1.57071 1.63779 1.46531 1.43862 2.31691 1.24207 1.17562 3.01829 1.12957 0.914662 2.09654 0.858159 0.855954 2.98281 0.902625 1.34548 1.03139 0.864378 0.84155 1.18911 1.14957 0.739034 1.97334
threshold=85.667718326750006 66.590419433100024 90.297243227400017 61.982402197500001 -0.16320999999999999 -0.059424999999999999 0.083495000000000028 -0.08786999999999999 38.804080188450008 81.479100559500012 -0.079634999999999997 42.283941020600004 -0.016334999999999999 -0.075639999999999999 39.337369931850013 33.708131650200009 0.048475000000000011 36.957836847500012 0.070580000000000018 65.536543845950021 0.10371000000000001 38.625745710700009 63.705703859100005 62.837331883000012 -0.101395 76.830756451950009 0.25988000000000006 0.08766000000000003 40.241071441700008 40.563919884450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 -1 -5 6 15 -8 -9 12 11 -10 -7 -12 -15 -3 17 -14 -18 21 -21 24 23 28 -2 26 -20 -27 -23 -30
right_child=1 5 -4 4 -6 9 7 8 10 -11 13 -13 16 14 -16 -17 18 -19 25 20 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=9.5974374562696133e-06 0.00018977421852157361 0.0020827146144208105 0.0011507420103790836 0.00040626820759488626 -0.0016500357967889083 0.00076311799921944666 0.00022571922724383558 -0.0022077001104772297 -0.0023734481161533823 -0.0014602917999800972 0.00098606305183233716 0.00035094948985469742 0.0014684805594218128 0.0016141519900971426 -0.0023034860704056579 -0.00105931931530293 0.00069079934338668202 -0.0015277360354768467 -0.0007642268929284121 -0.001645008718264389 0.0010409624495807651 -0.00012868530108979507 -0.0008669462338289221 0.0013096076926751501 0.001510881667269989 -0.00087323500812820859 0.00056689290532743676 0.0011103254804793745 0.0012243351314166525 0.00025469808162211606
leaf_weight=22.706592577626001 2.9815886691212654 0.42680948603810875 8.3455142118036729 1.3251730611082164 3.0455987483728668 14.40472345810849 34.66181981965201 1.8098796275589837 2.3721768694231278 1.7267874739627576 3.715469514252618 2.0816942761885002 1.1336913201957965 1.2233480690047138 1.6281443721964022 8.4973336134426045 8.9887526086531597 3.0914627225138247 7.3868160595884564 3.1903814766556016 2.7209944948554039 13.213967271149157 3.4962008148431769 3.6232296973466864 4.2902616858482352 1.4158637961372722 3.519355520431418 3.8862908051814884 8.2776705175638181 75.002699313685298
leaf_count=562 18 32 64 23 257 105 535 71 81 360 25 32 6 6 41 698 62 70 91 33 14 65 32 29 35 61 49 29 35 513
internal_value=0.000169057 0.000208009 0.000347499 -0.000157661 -0.00102659 3.68217e-05 -0.000129324 1.71911e-05 -0.000546142 0.000242587 -0.000273275 -0.00110009 0.00030968 0.000287492 -0.00062274 -0.000909047 8.76837e-05 -0.000723793 0.000223755 0.000290105 -0.000408662 0.000327357 0.00028231 0.000322443 0.000969204 -3.5256e-05 -0.000334683 0.000580644 0.000285377 0.000351075
internal_weight=254.19 227.113 125.143 27.0774 4.37077 101.97 56.4167 47.4925 12.8307 45.5537 11.0208 4.45387 43.827 6.56696 2.85149 8.92414 29.4222 4.22515 25.1971 116.797 5.91138 110.886 103.614 100.118 7.27185 16.2083 10.9062 5.30215 96.4943 83.2804
internal_count=4034 3192 838 842 280 2354 1521 791 256 833 185 113 473 72 47 730 368 76 292 774 47 727 674 642 53 230 140 90 613 548
is_linear=0
shrinkage=0.00188464


Tree=593
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 0 1 4 4 0 1 3 2 2 2 1 3 4 2 2 0 1 3 4 3 0 1 2 2
split_gain=1.31333 0.791327 2.27212 1.86712 1.11268 1.03842 1.86142 2.30797 1.1297 1.1801 1.0018 1.06701 1.48652 0.932211 1.86681 1.57244 1.77426 1.77182 1.52891 1.64542 1.22316 1.46231 1.19553 1.16653 0.973199 0.942618 0.892576 1.10114 2.5334 0.986925
threshold=83.740093847200015 66.590419433100024 90.297243227400017 89.953120586650016 0.20949500000000004 91.937202686950016 90.767723400200012 67.300172379550006 43.89540535710001 48.86568841230001 85.667718326750006 61.982402197500001 -0.16320999999999999 -0.061874999999999999 -0.011675 -0.08786999999999999 70.776348742200014 0.083495000000000028 41.360869295700006 -0.078504999999999991 -0.075639999999999999 96.531777631850005 75.077881750900005 0.084565000000000015 40.206947806850003 -0.067029999999999992 93.953546284800012 75.408562100950022 -0.11572 -0.094519999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 7 -3 13 -10 11 -1 -13 15 22 17 -17 25 19 -18 -21 -22 -15 -19 -24 -7 -25 28 -28 -29
right_child=-2 5 -4 -5 -6 8 -8 -9 9 -11 -12 12 -14 14 -16 16 18 23 -20 20 21 -23 24 26 -26 -27 27 29 -30 -31
leaf_value=4.1026601385973541e-05 -0.001543263608569506 0.0013972033698744851 0.0012198695467311527 -0.0016337260878686176 0.0013104802560338137 0.00019508310289603506 -0.0019609581023102081 -0.0017603864317603916 -0.0016301490386596805 0.00037052256604387749 0.00028445881651343707 0.00070570245050557479 -0.0017181224567826856 0.0013108145480906061 4.3295136294828869e-05 -0.0018076390317961664 -0.0024696125708834082 0.0021560221683821182 0.00063686251802743733 0.00090570895567530253 0.00068177943289332631 -0.0025422575396588406 -0.00061692775801090315 0.0010901619486402224 0.00096748606895737327 -0.0018551727129460401 0.00045609837706790711 9.7312038619350318e-05 -0.0013948887609069374 0.0012185920743260331
leaf_weight=22.979730385879524 1.7234695568840823 2.2963561881333585 8.9771781712770444 2.09588998556137 3.5758408913388839 1.3657348171109336 2.7036285059293732 1.4531677367049267 2.8743872719351193 1.8715563264850059 113.43552378565073 1.3900113627314565 3.2411823535803697 9.75283135473728 27.958324254024774 3.5031230888562268 1.729924379789735 1.2982215005904461 4.7022948954254389 2.0161186149343835 0.92549298610538322 1.3015018634032456 2.9031852600164703 4.2137607261538532 3.0629893084987998 2.3381177852861574 6.7448802613653251 8.2950161065673438 4.9140849509276459 4.7439752146601668
leaf_count=549 757 13 64 20 39 39 68 62 236 135 735 21 242 49 323 58 44 5 37 16 8 38 40 25 27 59 58 135 110 22
internal_value=0.000162715 0.000174082 0.000262279 0.000203688 0.000230316 4.07221e-05 -0.000720789 0.000173446 9.16377e-05 -0.000841187 0.000202931 -0.000132014 -0.000990633 0.00013988 0.00034725 -4.84541e-05 -0.000596797 0.000180794 -0.000199458 -0.000857854 -0.000200738 -0.00120241 0.000887874 0.000337723 0.000196498 -0.00109917 0.000256076 0.000113771 -0.000324066 0.000505267
internal_weight=260.387 258.664 155.695 146.718 144.622 102.969 6.45315 3.74952 96.5155 4.74594 141.046 27.6109 4.63119 91.7696 43.6773 48.0922 14.1785 33.9138 10.6753 5.97304 4.24311 2.22699 15.719 30.2099 5.96617 3.70385 28.9117 24.698 11.659 13.039
internal_count=4034 3277 1670 1606 1586 1607 143 75 1464 371 1547 812 263 1093 439 654 201 453 143 106 62 46 116 355 67 98 350 325 168 157
is_linear=0
shrinkage=0.00196078


Tree=594
num_leaves=31
num_cat=0
split_feature=3 3 3 2 2 2 2 2 3 4 4 4 3 0 3 3 2 1 2 4 4 0 1 1 1 0 0 4 1 3
split_gain=0.169952 0.40369 0.251102 1.20342 0.359347 1.31998 0.357349 1.38416 0.822943 0.742824 0.826437 0.672445 0.581991 0.572761 0.42446 0.7302 0.462641 0.375797 0.935863 0.514098 0.377304 0.360219 0.35216 0.374321 0.341029 0.759008 1.42478 1.16773 1.0171 0.970808
threshold=0.4381000000000001 0.41991500000000009 0.12201500000000003 -0.093879999999999991 -0.08786999999999999 0.051245000000000013 -0.58559499999999998 -0.50001499999999999 0.097450000000000023 41.066313126200008 44.756878345700009 38.804080188450008 0.088655000000000025 98.674478761850011 0.096315000000000026 0.095170000000000018 -0.51146999999999998 81.479100559500012 -0.085584999999999994 42.434124620650003 38.903925214650009 100.27142289135001 87.030766598900016 87.33187390945001 80.468240302450013 97.878695155250014 101.55650587770002 41.243661560350013 75.499969677400017 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 9 11 21 13 -13 -1 15 16 -8 24 19 20 -19 -11 -20 -24 25 28 -27 -28 -9 -30
right_child=-2 -3 3 4 5 -7 7 17 -10 10 -12 12 -14 -15 -16 -17 -18 18 22 -21 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.051690338600831533 -0.017433440650797272 0.014620836636482693 -0.036091311537915928 0.014462810269652413 -0.033787563626863658 0.023841291149425587 -0.052817510788324931 0.0010794233277796486 0.028870285411208944 -0.071254794897186099 0.011294055294706656 0.045102478608097907 0.0036542784638920319 0.023871790601785348 -0.059527980313091811 0.01516136515101551 0.011911391920033475 -0.047697587796397371 -0.050569450341930257 -0.046789646217219719 0.031362009058139413 -0.020291506923067734 0.04701526370552548 -0.045618266170613056 0.010738520343729423 -0.022273800159130212 0.026472843690013223 -0.02638866010105129 -0.01555178453735096 0.032844597650475926
leaf_weight=0.54027531365863835 1.0377865320187982 4.3298555921646757 2.1675403916451614 2.9756920477375388 1.7716174050874527 1.5100989261700304 1.1150803916061707 150.82219515558972 3.0575839812809136 0.61454743053764083 0.84985759064147703 1.2810090866696557 1.5185440398636272 0.33231079731922364 0.75709595391526807 0.77353190386202175 0.28420716075197505 0.13908913519844679 1.2219294125898148 0.26405731403792732 1.1273705641506238 0.52963891203398816 0.17822981072822575 0.17967007937113522 7.5695342440740196 7.3582198680960555 2.9199602239532396 1.2132942796015411 1.0944874555570994 3.8080969269503839
leaf_count=12 31 34 35 14 25 20 122 2173 34 8 19 33 13 44 34 11 14 86 153 199 94 39 5 274 85 182 60 62 86 33
internal_value=0.000847177 0.000940954 0.000641764 -0.00700876 0.00306532 -0.00726934 0.000981808 0.000549892 0.00993456 -0.000283538 -0.0225363 0.0118001 0.02262 -0.0229137 -0.0303255 -0.0201502 -0.0396705 0.0010584 -0.0145456 0.0106939 0.0226793 -0.0476641 -0.0389973 0.00051211 0.00133608 0.00091045 -0.0103218 0.0109556 0.00173932 0.0220402
internal_weight=203.342 202.305 197.975 8.42495 6.25741 3.28172 189.55 180.826 8.72377 5.66618 1.99404 3.67214 2.79955 0.872586 2.92992 2.17282 1.39929 177.896 3.11035 1.53052 1.26646 1.14419 1.57983 0.3579 174.786 167.216 11.4915 4.13325 155.725 4.90258
internal_count=4034 4003 3969 94 59 45 3875 3673 202 168 66 102 46 56 181 147 136 3492 811 379 180 47 432 279 2681 2596 304 122 2292 119
is_linear=0
shrinkage=0.045289


Tree=595
num_leaves=31
num_cat=0
split_feature=0 0 0 3 1 3 3 1 1 0 1 3 1 4 4 1 0 2 1 4 1 4 4 2 1 0 1 0 4 4
split_gain=0.899193 1.31712 1.20918 1.44097 1.3896 1.96477 1.67531 1.25168 1.14429 1.04022 1.29789 1.61908 1.00376 0.951879 1.78769 1.18584 2.15542 1.77778 1.73817 3.38991 1.559 1.27535 1.7149 1.18444 1.09023 1.79814 1.19501 0.988792 0.953342 1.1818
threshold=93.953546284800012 93.805681087600007 96.163458868000006 -0.10747999999999999 71.096275259700022 0.10335500000000002 0.08376500000000002 83.740093847200015 72.187789260650007 85.667718326750006 61.982402197500001 -0.16320999999999999 70.727956495850009 38.478081868400004 38.748048509250005 64.02831883475001 90.297243227400017 -0.13953999999999997 62.154463517850012 41.806790701050012 66.590419433100024 43.157831852650006 42.402981339000007 -0.122095 67.649671936450019 90.767723400200012 69.873026810350026 89.493394246350007 43.272784938550004 43.018222997350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 5 12 8 -5 -6 10 -1 -12 -2 23 -15 18 17 -17 28 -20 -18 22 -21 -11 25 -22 -26 -25 29 -16
right_child=2 -3 3 7 6 -7 -8 -9 -10 13 11 -13 -14 14 15 16 20 -19 19 21 24 -23 -24 27 26 -27 -28 -29 -30 -31
leaf_value=6.9148463513081225e-05 -0.00074637196820185713 0.0013733221419041212 -0.0020372622124827317 0.00020594421509372932 0.00054300724945637545 0.0018646221653261814 -0.0020644055723688182 -0.0014695988086241177 -0.0020558918742416216 -0.00040007095900486671 0.00069143196029734441 -0.0017205379765983871 0.00063836870868047037 -0.0015686706200218842 0.00017251100256991263 -6.512376714605151e-05 0.0011496102646706018 -0.0023203926945483976 0.0016312065935036831 0.00053386136015560093 0.00065618642496246041 0.0010607007906156393 -0.0010243590552352362 0.0015312378833941757 0.00064726397981094096 -0.0022948745205236139 -0.0011696461941227885 0.00056197484150247341 -0.00067287383807108567 0.0010690009295047452
leaf_weight=23.921826835197866 6.7697463147342223 3.5799584113992742 1.0772980175679538 59.663353121679393 2.2918107043951745 1.6505009526154015 3.322370673995465 1.6267573777950008 0.81600888958200801 3.3117209638003287 1.4021020969375966 3.3511971359839654 2.5633196402341127 1.9572899788618077 67.809903355315328 2.3634863900952041 4.2332611307501784 2.615165913943204 9.7033251114189643 5.521989591419695 1.2005622833967193 4.206297965720295 4.5971385277807713 5.1005891859531429 5.2263664123602211 1.8846089430153368 1.7053100701305082 13.997477665543554 4.2857285821810356 5.6587588666006914
leaf_count=562 114 29 195 778 73 14 133 666 80 32 23 257 22 16 426 31 32 59 74 25 6 28 34 36 41 49 49 77 39 34
internal_value=0.0001671 0.000241749 8.92206e-07 0.000123492 -0.000438201 -3.08502e-05 -0.00113401 0.000161472 -0.000139376 0.000218475 -0.000109581 -0.00100907 -0.000366054 0.000283182 0.000218081 0.00024698 -0.00018225 -0.00124976 0.00032807 0.000771102 0.000190713 0.00018851 -0.000174041 0.000640413 -0.00021453 -0.0011465 0.000200273 0.000820839 0.000191159 0.000241561
internal_weight=257.415 177.634 79.7812 62.3674 17.4138 10.9836 6.43019 61.2901 3.10782 174.054 28.6751 4.7533 9.33307 145.379 122.969 121.012 19.2288 4.97865 101.783 24.0288 14.2501 14.3254 10.1191 22.4098 10.0168 3.08517 6.93168 19.0981 77.7544 73.4687
internal_count=4034 1959 2075 1639 436 150 286 1444 153 1930 842 280 136 1088 943 927 267 90 660 161 177 87 59 145 145 55 90 113 499 460
is_linear=0
shrinkage=0.00188464


Tree=596
num_leaves=31
num_cat=0
split_feature=1 0 1 1 3 3 0 1 0 3 0 1 3 0 3 4 0 2 3 1 3 3 4 2 1 2 2 2 3 3
split_gain=1.1382 2.27006 2.09591 2.70126 1.81147 1.66459 1.53465 1.40431 1.27561 1.18857 2.19819 2.11712 1.9546 1.73305 1.34014 1.17623 1.12566 1.0321 1.9072 1.105 0.980343 0.909907 0.968487 1.50917 1.54552 1.04684 0.883781 1.3826 2.58753 0.919648
threshold=70.206395618550019 96.039789794050009 71.096275259700022 70.727956495850009 0.076615000000000016 -0.10747999999999999 97.878695155250014 78.10777406390001 85.705356740550016 0.088655000000000025 98.674478761850011 73.037342029850024 0.087715000000000029 101.10215645365001 0.12201500000000003 42.779078631750004 107.57327517365 -0.14429 0.097970000000000015 75.499969677400017 -0.094699999999999993 0.10184000000000003 48.226196960950006 -0.14138499999999998 62.052302108850007 -0.13509999999999997 0.20949500000000004 0.15607500000000005 0.11243000000000002 -0.26958499999999996
decision_type=2 2 2 2 2 2 2 2 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 15 20 -3 17 9 21 10 -8 -11 -12 14 -13 -2 -9 18 -7 -19 -4 22 23 -1 25 -25 27 29 -29 -10
right_child=1 5 4 -5 -6 6 7 16 26 11 12 13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0015220155524677539 -0.0021520007553388143 -0.0020844570603740036 -0.0020584844416105235 0.0010288695830950466 -0.0020603815036728096 -0.0018780851940724578 0.0018200611966221617 0.00026087363227202955 -0.00078195566677001602 0.0008319590684089177 -0.0022762958561436553 -0.0023985155576449089 0.0011300608224819714 0.00053951891735672434 -0.00018021697625109629 0.00080213385463337114 -0.0019409048650639289 0.00041061066745009687 0.00086326563136237937 0.0013484333580222646 0.00077849317442658537 0.00046782152324483959 0.00035641047292534552 0.0017522949509340175 -0.0021150866439405276 -0.00016735275435355028 0.000944189540884928 -0.002127271581372782 0.00077123458997650784 0.00034094838475555867
leaf_weight=4.1579355469439205 2.0633001301903264 1.2378710383709393 0.61935250845272127 4.1253720209933817 5.1276262752362527 1.795977029018107 1.8595553077757347 24.00982482574182 2.7464128902647635 1.8718333095312099 1.5610898379236462 4.5705181807279587 1.0353530263528226 1.3049310580827294 1.2905713859945533 0.65656060795299698 0.8898669636255353 19.694099234417084 1.9627527780830858 6.0749353622086337 1.6472958831582216 8.0236638351343554 6.5722731165587893 1.1543274745345122 1.4091325537301589 11.590518527780659 7.976855944376438 2.4024926275014868 2.1626653447747231 144.62106319935992
leaf_count=369 76 190 47 33 266 30 7 513 27 11 64 81 5 17 27 13 551 99 14 29 30 81 53 6 79 287 66 30 13 920
internal_value=0.000168406 -1.92265e-05 -0.000718177 4.83396e-05 -0.00142778 0.000124684 0.000164945 -8.84607e-05 0.000249561 -0.000587875 0.000224644 -0.000988478 -0.000917983 -0.00146399 -0.00191006 -0.00143889 0.000182186 0.000494437 -0.000446593 0.000631698 3.30051e-06 -9.51078e-05 -0.000276619 -0.000503818 -0.000204707 6.51377e-06 0.000320491 0.000287745 -0.000754154 0.000320021
internal_weight=276.216 83.3987 14.2395 6.84523 7.39427 69.1592 67.9213 38.3935 192.817 13.4939 4.456 9.03785 2.59644 7.16602 5.86109 2.71986 24.8997 29.5278 3.75873 25.769 2.26665 32.9079 24.8842 18.3119 14.154 12.7448 159.909 151.933 4.56516 147.367
internal_count=4034 2103 465 122 343 1638 1448 1276 1931 212 76 136 69 125 108 89 1064 172 44 128 77 875 794 741 372 293 1056 990 43 947
is_linear=0
shrinkage=0.00192234


Tree=597
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 0 1 4 1 1 4 4 1 3 1 1 1 1 0 4 4 1 1 1 4 1 2 4 3 2
split_gain=0.1965 0.605565 0.52966 0.277743 0.225169 0.278449 0.252776 0.175495 0.344216 0.438838 0.773747 0.410821 0.671681 0.36793 0.293663 0.483923 0.608696 0.56462 0.784897 0.969542 0.839804 0.65527 0.493617 0.699757 0.612345 0.602154 0.478357 1.82828 0.724621 0.687576
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 102.64264296240002 105.33378955095002 104.91170162450001 79.40629934090002 35.419594101850009 73.037342029850024 69.873026810350026 33.151194885250007 30.317390213800007 68.34060567600001 0.096010000000000026 83.116371560950014 81.320481529800006 81.479100559500012 80.677940036650014 100.15850764985002 40.280372415600006 41.092444989200011 78.37393141885002 77.946466576100008 77.086159974350025 41.571132012400007 76.279622535200005 0.20167500000000002 40.040005255000004 0.09450500000000002 0.086310000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 6 -2 8 9 10 11 12 -1 -12 15 17 -17 18 22 -20 -21 -22 23 25 -25 26 29 28 -28 -9
right_child=1 -3 -4 -5 -6 -7 -8 14 -10 -11 13 -13 -14 -15 -16 16 -18 -19 19 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.050305715462007447 0.032621295044401692 -0.050912504520561848 0.035817095410178496 0.022597575905212271 -0.047369108457173015 0.040782659767546622 -0.027413930470464837 0.00070802452480888734 -0.019486982779066568 0.027477348173113692 -0.0024820073396296426 -0.046782026366001934 0.049214999306694693 0.021206852783448416 0.019224649228840634 -0.0012163160531387701 -0.052757592186441084 0.018176583636858746 -0.058113757075472963 0.025668384704969342 -0.05292169152887366 -0.0053190758518662472 0.021177854477013491 -0.054050831784998088 0.0083979663180963598 0.026231496604611874 0.0084536509498168572 -0.035126432063720139 0.050178166575922355 -0.014577815863910715
leaf_weight=0.27834758910466717 0.19311314888182074 0.66004155697373779 0.66221646497433528 1.3260814388049755 0.35560018458363618 0.23962547595147043 0.80388172067614505 157.79300366643292 1.0035554298665363 2.3034186554141343 2.4656435295473784 0.88835878681857139 0.32797228544950485 3.5537413880228996 1.866548192949266 1.2634998261928552 0.85159127501538012 4.0143856275826684 1.0546680076513428 1.2009861916303632 0.96404012880520928 1.9219927790691143 2.6105342775699674 0.96179189113899954 0.54679453407879919 2.0449381002399596 1.6865095668472343 1.22022145880328 2.0441424623131752 6.8154358629253684
leaf_count=48 8 217 20 33 597 6 112 2171 35 14 36 42 3 38 26 8 101 25 35 6 45 29 71 40 22 43 35 38 15 115
internal_value=0.000928678 -0.0112183 0.000403122 0.0011048 -0.0143258 -0.00482395 -0.0157854 0.000962068 0.00679777 0.00948463 0.00396901 -0.0263739 0.00352731 0.0115035 0.000627704 0.000442072 -0.0219682 0.000698454 0.000310519 -0.0178356 -0.00744173 -0.0212201 0.000841477 0.000534806 -0.031416 0.000815687 0.000509165 0.0149401 0.0313158 7.51307e-05
internal_weight=203.923 2.91448 2.25444 201.008 1.59222 1.23662 0.996995 199.682 10.821 9.81748 7.51406 1.49468 0.60632 6.01938 188.861 186.995 2.11509 184.879 180.865 5.14169 4.08702 2.88603 175.723 173.113 1.50859 171.604 169.559 4.95087 3.73065 164.608
internal_count=4034 960 743 3074 723 126 120 3041 216 181 167 93 51 74 2825 2799 109 2690 2665 115 80 74 2550 2479 62 2417 2374 88 50 2286
is_linear=0
shrinkage=0.0471187


Tree=598
num_leaves=31
num_cat=0
split_feature=1 0 4 0 1 2 2 3 1 4 0 3 3 1 4 3 0 1 2 0 3 1 4 2 2 4 4 3 4 1
split_gain=0.171958 1.39643 0.752337 1.06963 0.792389 0.661938 0.650305 0.609868 0.584949 2.02958 1.39664 1.32035 0.662185 0.843608 0.747453 0.997134 1.40062 1.45988 0.763736 0.640112 0.651741 0.608429 0.551562 1.23241 0.500687 0.50414 1.31735 0.471933 0.827341 0.468462
threshold=70.171445662850019 94.625660817400004 39.110279783550006 94.165934477050016 71.104340634100012 0.22598000000000004 0.13747000000000004 0.097015000000000032 71.015621515800021 41.741384785950011 96.039789794050009 0.076615000000000016 0.09450500000000002 71.504920895500007 41.827117825850003 0.11278000000000003 96.851704149400021 80.677940036650014 -0.51842999999999995 100.69082235970002 0.096010000000000026 70.389210771400016 40.583589072600013 -0.026144999999999998 0.20949500000000004 39.861052345600008 40.137820134150012 0.094375000000000028 36.728658719300007 81.011308844800013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 -2 4 -4 6 8 -7 9 -3 11 -10 13 -12 15 16 -14 -18 -16 -19 -21 -11 23 -17 -1 -26 -27 28 -15 -20
right_child=1 5 3 -5 -6 7 -8 -9 10 21 12 -13 14 27 18 22 17 19 29 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0011484105334578225 -0.056558615993012394 0.034551987471689465 0.041311210973150748 -0.04846571017923508 -0.04731423772810732 -0.050604272975559944 0.026404611262387013 -0.0052530023518888285 0.010584930061692465 0.0049268029049215562 -0.055307559809149968 -0.049172172253546462 0.018925359888827091 -0.052072918714660146 0.036003441679286229 -0.051953024733532881 -0.055957367109895129 0.054234974762666067 -0.048546087966095462 0.036925800233566709 -0.053186883043764836 -0.051041751325646999 0.037783061776832209 0.031331331741467162 0.023393580212398134 0.041385909039677378 -0.048535165887141456 0.034826349723233695 0.0052272498321600715 0.011540251628376503
leaf_weight=136.60715978877852 1.3604718027054326 3.6290122978389254 0.82777833490399666 0.94620981358457346 0.29095020747627132 0.99196827110426911 2.1652416287834049 1.7474436681513905 1.1905340620141935 0.73196976445615269 0.49795156670734186 2.3396935690543614 1.1027503255754689 0.54723068197472713 1.3712110252236018 0.72312374209286656 3.0824010437354445 0.38183763623237588 0.50227791862562277 0.27331420747213997 0.45875173081731191 0.95560370944440365 0.87315420678351063 0.79708985518664133 4.1510072856908655 0.62551874411292352 0.78269334952346981 1.1139672856079403 30.95311257965659 0.61705705037456937
leaf_count=1830 44 23 21 82 75 123 39 38 31 10 18 175 7 146 20 41 78 1 27 11 69 43 14 10 44 15 27 6 950 16
internal_value=0.000823787 -0.00123952 -0.0298868 -0.0123143 0.0182622 0.000480626 0.00159823 -0.0216751 0.00056812 0.0150887 -0.00108055 -0.0290197 0.00119756 0.00436571 -0.0091044 -0.0162258 -0.0274033 -0.039578 0.012891 0.00574711 -0.0195436 -0.0267659 0.00852182 -0.00828474 0.00170144 0.0152911 -0.0085928 0.0052768 0.00423182 -0.0154222
internal_weight=202.638 60.4721 3.42541 2.06494 1.11873 57.0467 54.3073 2.73941 52.142 5.31659 46.8255 3.53023 43.2952 33.1123 10.183 7.69242 5.29905 4.1963 2.49055 1.1139 0.732066 1.68757 2.39337 1.52021 142.166 5.55922 1.40821 32.6143 31.5003 1.11933
internal_count=4034 2118 222 178 96 1896 1735 161 1696 76 1620 206 1414 1120 294 231 166 159 63 81 80 53 65 51 1916 86 42 1102 1096 43
is_linear=0
shrinkage=0.0461948


Tree=599
num_leaves=31
num_cat=0
split_feature=0 4 2 3 3 0 1 3 4 2 4 3 3 0 3 1 3 4 0 4 4 0 4 0 1 4 4 0 1 1
split_gain=0.168708 0.33825 0.331651 0.305446 0.337498 0.165884 0.571291 0.856246 0.438333 0.318152 0.303213 0.521559 0.520807 0.495478 0.283953 0.284501 1.10187 0.974969 0.477764 0.709217 1.03993 0.47379 0.864496 0.812564 0.547677 1.43728 3.1066 1.41587 1.39596 0.759791
threshold=103.48144189910001 40.844669808050007 -0.0068649999999999996 0.086355000000000029 0.086230000000000015 85.667718326750006 61.982402197500001 -0.16320999999999999 44.756878345700009 -0.55354000000000003 35.171584490050009 0.096885000000000013 0.11243000000000002 85.242941942100018 -0.52484999999999993 61.93400995115001 0.095750000000000016 40.94178426300001 85.812895065800021 41.385032804600009 42.094663496250007 85.963448721100022 40.636252116050009 86.103248543850015 62.041548276350007 42.824128352900011 41.50623664750001 86.382848189450016 61.982402197500001 62.084563606450011
decision_type=2 2 2 2 2 2 2 2 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 10 -8 -9 -10 11 13 -12 -1 -7 16 17 -16 19 -17 -21 22 -20 -23 25 26 28 -26 -25 -29
right_child=1 2 -4 -5 -6 14 7 8 9 -11 12 -13 -14 -15 15 18 -18 -19 21 20 -22 23 -24 24 27 -27 -28 29 -30 -31
leaf_value=-0.052445659669351725 -0.045867364270685045 -0.045640777705092915 0.029694978639907894 -0.049077748880943253 0.048490488716266121 -0.02859918911353853 0.011272976215432964 -0.048157870718487018 0.048443185564317322 -0.045471347608618699 0.00040929657177586761 0.042621264689485058 -0.036402509100308234 0.046553574274599545 -0.040476805915996179 -0.0045259577243255567 0.008497820420788952 -0.0014794667369728788 0.010609770025790747 0.036098800512966954 0.0010075007979451725 0.017793308125936193 -0.024444218857606777 -0.0095347939499961284 -0.024919811304149768 0.028185511663171538 -0.032834949995495924 -0.015296992904215606 0.031330537794835009 0.0017046304472777996
leaf_weight=0.2952615350659531 0.4769985171915313 0.12893128768700979 0.45185624658552104 0.35954946537094656 0.19825826876331121 0.65007215304649335 1.0791578333592045 1.6570883544045489 0.18407262861728668 0.12371234199963499 14.680882760992969 0.83229935821145773 0.83302405569702465 0.15981876850128174 2.5735895782709104 3.8568992055952531 5.4539060541428626 2.6887019276618958 2.3261663913726798 3.7035426907241344 3.2541810628026724 6.1801068838685742 3.8008989421650767 2.6585663594305533 4.5058806519955388 5.3145321384072295 3.946588471531868 5.6499577909708014 4.828545518219471 117.80198169760115
leaf_count=65 434 245 106 133 2 27 23 202 1 54 456 18 21 2 18 21 33 25 13 16 51 49 47 16 36 27 35 46 42 1770
internal_value=0.000725037 -0.013851 -0.000438172 -0.020265 0.0113974 0.000843349 -0.00308544 -0.021138 -0.038939 0.0106948 0.000185299 0.0213058 -0.00156732 -0.0176783 0.00127845 0.00138724 -0.00576718 -0.0205516 0.00184406 0.0110513 0.0196863 0.00120989 -0.0111358 0.00171122 0.00102438 0.00872563 -0.000319581 1.63787e-05 0.0168198 0.000926526
internal_weight=200.655 1.61559 1.1386 0.686739 0.32719 199.039 19.8453 3.04403 1.96487 0.307785 16.8013 1.28738 15.5139 0.45508 179.194 178.544 10.7162 5.26229 167.828 10.8146 6.95772 157.013 6.12707 150.886 144.706 16.7482 11.4337 127.958 7.48711 123.452
internal_count=4034 920 486 380 247 3114 842 280 257 55 562 85 477 67 2272 2245 76 43 2169 88 67 2081 60 2021 1972 120 93 1852 58 1816
is_linear=0
shrinkage=0.045289


Tree=600
num_leaves=31
num_cat=0
split_feature=0 1 0 3 1 0 2 3 1 0 2 2 2 4 2 0 2 3 2 2 0 3 4 2 3 2 3 1 4 1
split_gain=0.170799 1.14604 0.855531 0.742103 0.598496 0.439321 0.627025 0.407634 0.533688 0.469341 0.990343 1.08743 1.94277 0.935917 1.15428 0.685378 1.15078 1.324 0.60298 0.68954 0.697897 1.09874 0.948444 0.983351 0.62382 0.587521 0.586357 0.54977 0.561798 0.687887
threshold=91.066142252700018 67.649671936450019 90.297243227400017 0.09091500000000001 66.590419433100024 89.953120586650016 0.20949500000000004 0.12535000000000004 68.910558799650019 93.953546284800012 -0.10623499999999998 -0.061874999999999999 -0.032369999999999996 38.539340721750001 0.17076500000000003 94.773526014550015 -0.122165 0.10371000000000001 0.22598000000000004 -0.048954999999999992 95.050437202000012 0.075810000000000016 38.804080188450008 -0.033799999999999997 0.10608500000000003 -0.079634999999999997 0.097015000000000032 81.320481529800006 42.198888176300009 72.289950669650025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 6 -1 9 -9 10 -3 -12 -13 -14 -15 16 -11 25 19 -17 -21 22 -22 -24 27 -18 -20 28 29 -23
right_child=1 7 3 -5 -6 -7 -8 8 -10 15 11 12 13 14 -16 18 17 -19 26 20 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00084297379826254711 -0.0053630362109661853 0.031648978887248547 0.032890577808724321 -0.0036315022549153219 -0.047559419839267217 -0.02213358759923776 0.028664209062718292 0.0092034216363528886 -0.055123937857721239 0.02237973309247044 -0.033535523017681257 0.052827721209468576 0.01252516179156927 -0.065125992713533684 0.0070136311467717243 -0.0026017872742299789 -0.059270901239703792 0.041985313232597327 -0.054251550923523031 0.045552055970294922 -0.099107702344365167 0.0035482895135667335 0.023721957865972618 -0.060504114509478804 -0.018828644772022559 -0.022310255127332115 -0.0052482267212567114 -0.019311024813483398 0.0025631040617318233 0.03279805785144544
leaf_weight=110.63127503625583 1.477438356727361 3.6032495449762783 3.9803455114597446 2.1383520688395947 1.9492168041178954 2.0272068972699335 2.0632163273403412 0.56682410091161617 0.74800803159450879 1.485890654788818 1.850549411959945 1.8912300808005955 2.8210240667685866 1.1673219621297906 1.0564550333656368 32.152030302340783 1.7813413809053593 0.602349393069744 0.93832694720913368 1.2407389250584042 0.39092471351614477 2.9160094223916548 0.83576420694589604 0.5921269422797194 1.6066376586531976 2.7130271124187852 1.7475641814526168 1.1503113480721356 4.7182632135227314 6.4723021863028407
leaf_count=1594 14 51 50 20 55 30 41 2 68 59 19 16 22 34 9 1179 114 8 125 7 23 16 3 59 34 59 31 192 48 52
internal_value=0.000729395 -0.00108699 0.00190897 0.0201269 -0.029366 0.000937315 0.00135233 0.000204215 -0.0273924 0.000696325 0.00957316 0.00052018 0.00960632 -0.00659682 -0.0308544 -0.00109657 -0.016341 -0.0276296 0.000735908 0.00192753 0.00923698 0.00682521 -0.0300986 -0.0112054 0.0108076 -0.0369596 -0.0223677 0.0139285 0.016639 0.0237131
internal_weight=199.315 78.4749 120.84 6.1187 3.42666 114.722 112.694 75.0483 1.31483 73.7334 12.3898 8.78658 6.93603 5.0448 2.22378 61.3436 6.58261 5.09672 54.761 52.0751 19.9231 18.6823 1.81882 1.42789 16.8635 4.49437 2.68589 15.2569 14.1066 9.38831
internal_count=4034 2299 1735 70 69 1665 1635 2230 70 2160 151 100 81 65 43 2009 240 181 1769 1613 434 427 85 62 342 173 156 308 116 68
is_linear=0
shrinkage=0.0500028


Tree=601
num_leaves=31
num_cat=0
split_feature=3 2 1 4 3 2 3 2 2 4 1 3 1 3 4 1 2 3 1 2 1 3 3 3 1 1 4 3 1 1
split_gain=0.161881 0.91266 1.00087 0.697281 0.673554 0.60908 0.584212 0.518775 1.55963 0.502833 0.431412 0.912686 1.32918 0.651623 0.466777 0.423326 0.605872 0.39836 0.347303 0.269065 0.773638 0.75565 0.981654 1.31776 1.04755 0.995269 1.05775 0.793036 0.913707 1.51179
threshold=-0.23921499999999998 -0.23349 61.93938686740001 40.241071441700008 -0.55648999999999993 -0.080019999999999994 -0.10747999999999999 -0.046635000000000003 -0.041369999999999997 41.32819714970001 60.613977009100005 1.0000000180025095e-35 58.167480110400007 0.087125000000000022 32.724174661450007 68.910558799650019 0.033995000000000011 0.088555000000000023 61.45546440395001 -0.117885 81.479100559500012 -0.075324999999999989 0.085035000000000013 0.088555000000000023 62.030794443850006 67.300172379550006 39.337369931850013 0.09013000000000003 71.397382570300024 78.285212300550015
decision_type=2 2 2 2 2 2 2 2 2 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 -1 9 -2 -7 -9 -4 11 -8 13 -13 17 -10 -17 -12 -16 21 -21 -20 24 -24 -23 26 -26 -25 -29 -30
right_child=6 2 5 -5 -6 7 10 8 15 -11 14 12 -14 -15 18 16 -18 -19 19 20 -22 22 23 27 25 -27 -28 28 29 -31
leaf_value=-0.0069227707114309879 0.016126854509567939 -0.0047238884127428485 -0.052070269688928986 0.045878711255939779 -0.05604342345732502 0.014061799360979956 -0.05166081727479465 -0.067591365552218702 0.021647950913895743 -0.010493651113857102 0.0021850361248333086 0.035680396174787861 -0.041369377225028502 -0.0083463651313440794 0.02900372771702563 0.020014838794436749 -0.050091825762680113 -0.055687194950167156 0.039636873005165413 0.00038685832510235288 -0.030513957983539407 -0.057996860752637776 0.025150024698142284 -0.028262052282701924 -0.028221962325942412 -0.023723504430307032 0.02738926885139201 0.0098825132217173119 -0.032274305773001423 0.017948328622918983
leaf_weight=1.2083611885027497 5.0655146007629801 0.88683760259300415 0.86569504327417091 1.5087390614062313 1.0882133966488243 3.4369987165409821 0.98433502664556627 0.76788266003131722 1.4815634596161582 1.9197085396444888 0.43713379126347618 1.440542202908546 1.27000466681784 1.3225887075532226 0.9091873113065948 0.48752490206970811 0.52524575467032264 0.5520650809739891 1.2053564013622224 133.02172152580897 1.6828448486958212 0.87491832301020522 6.3776658674833042 1.668391127022917 0.98083125776611302 3.1320201119378908 2.4635607888922095 14.974955177865924 3.0857070471392936 2.0435072969776229
leaf_count=32 249 36 43 58 122 25 78 6 17 30 46 34 64 30 22 6 75 46 28 1612 397 12 90 24 12 471 79 114 79 97
internal_value=0.000600026 -0.00406272 0.000989557 0.0271457 -0.0301982 -0.00561684 0.000960273 0.00178352 -0.0111526 -0.0234155 0.000529697 -0.0125622 -0.00301973 0.0146067 0.000908501 0.00622211 -0.0163441 -0.0301131 0.00108648 0.000938485 8.18854e-07 0.00437012 0.0031761 0.00704524 -0.011441 -0.00524729 0.0115533 0.00174194 0.00423189 -0.0122653
internal_weight=197.67 14.1768 11.8802 2.39558 2.29657 9.48462 183.493 6.69922 3.26222 2.7854 178.427 5.01747 4.03314 2.76313 173.41 2.49433 1.01277 0.989199 172.421 171.511 134.705 36.8069 35.6016 28.1502 7.45133 6.57641 3.44439 21.7726 20.1042 5.12921
internal_count=4034 450 296 94 154 202 3584 129 104 73 3335 206 128 64 3129 98 81 92 3037 3015 2009 1006 978 404 574 562 91 314 290 176
is_linear=0
shrinkage=0.045289


Tree=602
num_leaves=31
num_cat=0
split_feature=4 0 0 2 2 0 1 2 2 3 3 2 4 0 1 1 4 3 0 3 3 4 3 1 3 3 2 2 1 1
split_gain=0.849289 1.49016 1.33062 0.989713 2.14761 1.76228 1.56751 1.93715 1.95099 1.3085 1.12683 1.76186 1.65536 1.08226 0.930888 2.17794 1.51155 3.16765 1.49309 1.43436 2.78102 1.50383 1.72847 1.35291 1.30679 0.991288 0.985758 1.02442 1.87455 1.22954
threshold=42.779078631750004 75.462331263550013 102.03236296680001 -0.10290999999999999 -0.098419999999999994 85.791387400750025 62.014663695050011 -0.095854999999999996 -0.086719999999999992 0.076130000000000017 0.083155000000000021 -0.083064999999999986 43.157831852650006 82.250688042950017 63.705703859100005 62.111448187750007 41.975471476700008 0.093580000000000024 87.009258933850006 0.092465000000000033 0.088220000000000021 41.605323437500005 0.080770000000000022 62.165217350350012 0.086230000000000015 0.087555000000000022 -0.026144999999999998 -0.086139999999999994 62.052302108850007 61.987779113750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 -6 -7 -8 -9 13 -10 -12 -13 -2 15 16 26 25 24 20 21 22 -17 -23 -16 -18 27 -3 29 -29
right_child=2 14 -4 4 5 6 7 8 10 -11 11 12 -14 -15 18 19 17 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0020019620116531077 2.3988505588657798e-05 0.00046396943925902564 -0.0020531989471100076 -0.0025601477894847051 -0.0017580419463729834 0.0011063266899605248 0.0017039556721172794 -0.0019982794898518834 0.00065118037575423655 0.00070186650824288863 0.00079899110236958685 -0.0023222925407776528 -0.00025209189618483665 -0.0018857048919472018 0.00041705144576558004 0.00097794927130205839 -0.00090295756187810223 -0.0023562335198629718 0.00013074022183051385 0.0014117662011472517 -0.0018504850040794269 0.0020302588852583923 -0.0013158648002077268 0.00040710138884760862 -0.0027148688409109746 0.00065892601928585167 0.00076284656626097579 -0.00037323688878379677 -0.0012632967957804107 0.00062017805555234049
leaf_weight=1.1630713783670206 5.744472793769094 22.574830972822379 1.2821253699949 1.4948383746668721 2.333798702806237 4.2305306568741825 1.8014674298465347 2.5900100402068427 4.564419266418537 12.099018733599221 2.5989679321646753 2.5780697651207367 3.5024934763205238 1.4237093287520108 0.83073011192027424 2.8019196102395671 2.3125067495275271 2.65684665273875 103.14769709719621 10.492764092981814 1.7585337189957488 4.4286037608981133 2.2995650107041001 3.5623779550660402 1.3358591247815637 4.8156964015215635 13.765836596488951 9.1572960801422685 4.4710904136300078 10.043882466852663
leaf_count=255 112 146 393 36 166 17 10 42 60 264 11 36 72 101 30 31 30 49 1666 59 19 70 20 18 36 41 104 64 33 43
internal_value=0.000156097 0.000211065 -8.356e-05 -2.7394e-05 -0.000279307 -0.000138418 3.44479e-05 -0.000222683 -0.000441881 0.000308556 -0.00013751 -0.000552268 -0.00112983 -0.000355305 0.000223906 0.000364487 0.000185722 -0.000528874 9.69035e-05 0.000856813 0.000464719 0.000775689 -5.60193e-05 0.00130666 -0.001514 0.000152225 0.000302236 0.000165132 -0.000119852 0.000146405
internal_weight=247.863 201.619 46.2439 44.9618 25.6946 24.1998 21.866 17.6354 15.834 19.2672 13.244 8.67953 6.08056 7.16818 200.456 95.1418 69.798 9.78505 105.314 25.3438 14.851 13.0925 5.10148 7.99098 2.16659 7.1282 60.0129 46.2471 23.6723 19.2012
internal_count=4034 2714 1320 927 450 414 248 231 221 477 179 119 108 213 2459 727 510 120 1732 217 158 139 51 88 66 71 390 286 140 107
is_linear=0
shrinkage=0.00196078


Tree=603
num_leaves=31
num_cat=0
split_feature=1 2 4 2 0 4 4 2 3 1 0 3 1 1 4 2 2 4 3 3 1 2 3 1 3 4 0 4 4 4
split_gain=0.184591 0.425874 0.152396 0.531584 0.428402 0.343275 1.30694 0.802597 0.700582 0.431656 0.36123 0.545846 0.374617 0.9982 0.278929 0.302533 0.881016 0.807806 0.700908 1.11701 1.4817 1.36637 1.21949 1.01416 1.02928 1.29546 0.793134 0.985162 0.730075 1.35962
threshold=55.513971935650012 0.11704500000000002 49.283271594150008 -0.2351 71.332859575200004 47.927946529500012 44.421469061800003 -0.60918499999999998 -1.0000000180025095e-35 70.206395618550019 76.451683855550016 0.10507500000000002 58.167480110400007 60.613977009100005 44.169240047700008 -0.06828999999999999 -0.072524999999999992 40.523311941050004 0.083365000000000022 0.091645000000000018 61.93400995115001 0.15844000000000005 0.09117500000000002 61.93938686740001 -1.0000000180025095e-35 40.636252116050009 96.959242474650011 38.625745710700009 39.577821550850011 36.491284729650012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 10 -8 -7 -10 11 -2 -12 -14 15 16 -15 -18 23 20 -20 22 -22 -17 25 26 -25 -28 29 -21
right_child=2 -3 3 4 -6 8 7 -9 9 -11 12 -13 13 14 -16 18 17 -19 19 28 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.050574737468620748 -0.049930161376640234 0.044536227333538327 0.02914128085458979 0.0031324233175725235 -0.052616739072536084 -0.0015256194384142153 0.033061496153199595 -0.045730689707166851 0.051547683858517643 0.009382485442854303 0.021051804875447194 0.050586392468746924 -0.042921731338557603 0.00021602336879140337 0.024109197862098187 0.052117830681193508 0.0010339801680941418 -0.04583245037315796 -0.076849517538549739 -0.018964424888063675 0.0038191415920084942 -0.048790792601651679 -0.04227016998105991 0.012987022578809739 0.019382216506877506 -0.037005968018623332 0.0044504395809269667 -0.081466016448576872 0.00011341948018112447 0.023526024056196096
leaf_weight=0.44739014342485361 0.68744474432605684 0.15143255610018969 0.51721854915376742 0.57037916779518016 0.790138442080206 3.4400095901801251 0.36255205713678185 2.1716481212897625 1.3341810256242745 1.0369505084890986 2.2412743642926207 0.16006197035312653 1.2414167705574062 105.8494453228386 1.2668394686916133 1.344877023249867 1.6185033679648904 1.9471196454978779 0.77187421376583998 2.24622925154108 11.3808656766123 1.6773924743756641 1.5699606931884762 6.773939251899721 9.951762421682357 2.1076414129020131 0.84988059155148199 0.51513697572954698 22.509491388653259 9.3139708640010195
leaf_count=158 210 2 12 4 239 50 9 321 11 37 27 2 57 1691 21 10 26 22 10 69 223 69 47 53 150 57 72 23 239 113
internal_value=0.000653488 -0.0265227 0.000736412 -0.0131624 -0.0292446 0.000870682 0.000509017 -0.0344584 0.012606 0.0331079 0.000985374 -0.0309464 0.00113152 0.000887461 0.00118678 0.00102584 -0.000591343 -0.0245589 0.00351755 0.000303588 -0.010653 -0.00716004 -0.00176802 0.0108978 0.00815321 -0.0027527 0.00611743 -0.0279731 0.00525615 0.0152698
internal_weight=196.847 0.598823 196.248 1.87774 1.36052 194.37 188.559 2.5342 5.81114 2.37113 186.025 0.847507 185.178 182.936 181.695 180.428 109.415 3.56562 71.013 49.4698 15.4001 14.6282 12.9508 21.5432 20.1984 10.2466 8.13896 1.36502 34.0697 11.5602
internal_count=4034 160 3874 255 243 3619 3521 330 98 48 3191 212 2979 2952 2895 2874 1739 48 1135 770 349 339 270 365 355 205 148 95 421 182
is_linear=0
shrinkage=0.0490223


Tree=604
num_leaves=31
num_cat=0
split_feature=0 3 1 0 4 2 4 2 1 2 0 2 3 2 1 2 2 0 4 2 2 1 3 2 2 2 2 2 2 2
split_gain=0.176426 0.491432 0.180237 0.867948 0.985318 0.789955 0.497726 0.412086 1.07033 1.31018 1.56332 0.943666 1.4871 1.09594 1.04864 0.660619 0.626832 0.44613 2.3629 0.777152 0.668428 1.47143 0.721628 0.541675 1.10836 1.06046 0.68434 0.506871 0.422911 1.25571
threshold=71.131225215400022 0.049900000000000007 64.665483411650015 87.350693116400024 41.872294782850005 -0.10946499999999999 43.157831852650006 -0.053159999999999992 62.132955852800002 -0.020814999999999997 86.382848189450016 -0.013805 0.093905000000000016 1.0000000180025095e-35 61.622148808000013 -0.06483499999999999 -0.072524999999999992 86.83719761350001 41.319407281650008 -0.083424999999999985 -0.081354999999999997 62.111448187750007 0.092075000000000032 -0.086139999999999994 -0.087234999999999993 -0.083954999999999988 -0.08262499999999999 -0.088224999999999984 -0.14429 -0.22662999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 15 9 10 -9 -11 13 -13 -15 16 17 20 -19 -20 23 22 -22 24 27 -25 -27 28 29 -2
right_child=2 -3 -4 4 6 -7 -8 8 -10 11 -12 12 -14 14 -16 -17 -18 18 19 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.059348509124496879 -0.0009802693294566232 0.015224748334659232 -0.00096951140938267017 0.0056238189600100437 -0.0045058047999107405 0.044841572929530511 0.020273656349297706 -0.040262216954165674 -0.050441685663340542 0.046919711702342222 0.016427064206850726 -0.080014826832168859 0.016728403329466634 -0.061203685897693996 0.014068314686532508 0.019115761739707436 -0.029290865728597997 0.023496716819831037 -0.015732963731511344 -0.063151633719605332 -0.011513647735101223 0.047156552274366693 0.019658203347396298 -0.05351154611567676 0.04208599400738329 0.01983243722822621 -0.025765230600178372 -0.026810281912090266 0.0058139056176971862 -0.061884089960467521
leaf_weight=0.49209334136685257 9.5348993982770374 0.50331568042747676 90.822346736484178 2.3100954666733751 7.1070358343422395 3.8671440593898314 3.3621865920722485 4.3407902013277679 1.4594782611820836 1.5054595465771896 2.0011999905109406 0.83039377164095141 6.327804833650589 0.75719999932334792 1.6715883598662911 5.8502104454673818 1.9316732473671425 3.0860410183668128 2.0129786506295209 1.8840365782380102 4.4062583781778795 2.8950224472209802 3.9798692278563976 1.5085838579107074 1.8682813234627236 2.0472805327735841 1.6933232177980309 1.8610966645646829 22.231813924619928 1.0590903081465519
leaf_count=175 239 16 2577 19 45 67 24 51 41 20 10 12 56 62 24 47 17 20 10 36 27 72 15 19 8 20 30 16 204 55
internal_value=0.000641018 -0.0216415 0.000755223 0.00227029 0.0133687 0.0301754 0.00345211 0.000140485 -0.00679031 -0.00313615 -0.022374 0.00786292 0.00172977 -0.0273906 -0.00939851 0.00207046 0.000462105 0.0014189 -0.0111897 -0.0386578 0.00307747 0.0145397 0.00327982 -1.56669e-05 0.00227322 -0.0159554 -0.000809041 0.000128854 0.0016562 -0.00706888
internal_weight=195.209 0.995409 194.213 103.391 16.6465 6.17724 10.4692 86.7444 18.8939 17.4344 6.34199 11.0924 9.58699 3.25918 2.42879 67.8505 62.0002 60.0686 6.98306 3.89702 53.0855 11.2812 8.38613 41.8044 36.5552 5.24919 3.7406 34.6869 32.8258 10.594
internal_count=4034 191 3843 1266 155 86 69 1111 276 235 61 174 154 98 86 835 788 771 66 46 705 114 42 591 522 69 50 514 498 294
is_linear=0
shrinkage=0.0530633


Tree=605
num_leaves=31
num_cat=0
split_feature=3 3 3 0 1 0 2 4 2 2 4 0 4 4 0 2 2 3 4 4 3 0 1 1 0 3 2 3 0 3
split_gain=0.164679 0.292511 0.270581 0.601903 1.24917 0.880322 0.984876 0.672458 0.635249 1.06848 0.739531 1.5618 0.817062 0.599789 0.575995 0.522887 0.667335 0.409857 1.63444 1.51622 1.47249 1.28308 1.64478 1.05754 1.46655 1.16383 0.802147 0.769101 0.866013 0.757704
threshold=0.4381000000000001 0.41991500000000009 0.10249000000000003 86.565663342300013 63.353515844050008 86.135510041400025 -0.053159999999999992 41.32819714970001 -0.117885 -0.088224999999999984 38.179089776100007 93.953546284800012 35.171584490050009 40.206947806850003 92.501778894350011 -0.14259499999999997 -0.59502499999999992 0.091645000000000018 41.243661560350013 43.752965619700007 0.09117500000000002 89.705782438650019 68.34060567600001 61.950140699950005 86.420486603250012 0.09914000000000002 -0.059754999999999996 0.095170000000000018 94.203572890950014 0.09013000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 6 -4 -8 15 -10 12 -12 -11 -13 -14 16 -6 20 21 23 29 -19 -23 -20 -25 27 -22 28 -26 -1
right_child=-2 -3 3 4 8 -7 7 -9 9 10 11 13 14 -15 -16 -17 -18 18 19 -21 26 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00039258781833854907 -0.019999626312066976 0.013776525886402147 0.0034099325989700303 0.027145321242216216 0.030670917478538798 -0.033129520169188499 -0.052766834496096315 -0.0059203761960898672 -0.055829112812239935 -0.016428136652668963 -0.051409507248275074 -0.024405506261040856 0.05300752615741991 0.019613122757600566 0.005530343896859055 0.038214132526440764 -0.020253264366992246 0.025205061715521931 -0.050101517184050912 0.031340536651917598 -0.013000525515391433 -0.053928079971119605 0.0079542947188978603 0.013272708031760932 0.0075160814419445287 0.0029100373600349293 -0.062514849166040679 -0.064073770949216347 -0.047258692029017363 0.017478478993959962
leaf_weight=99.718094993399973 0.96996099592069995 4.1563435402931637 9.4288767649559286 4.0227534621953991 1.0674593478906897 3.4493534900248042 1.5241776600014412 1.5404072003439067 1.1635001807590004 1.695310887247613 2.0779007887467742 1.2100936891583844 1.2291037365794184 2.1473564978005015 1.3305371403403112 1.3401061377662689 1.6196200689300897 11.810932173160838 1.7136950674466813 2.2008610128686987 2.0576697861215512 1.1577142849564541 14.832641419685386 4.8414442864013818 1.3449785672128203 2.8823418855899945 1.3579002718834079 1.7197507848613893 1.5573218098579671 6.3069804290425955
leaf_count=2773 31 34 88 24 15 31 17 26 37 27 24 26 8 35 35 8 39 97 34 38 31 15 243 50 9 35 49 38 47 70
internal_value=0.000551904 0.000655455 0.000365909 -0.00361185 0.00242327 -0.0107678 -0.00459392 -0.0292196 -0.0042598 -0.0105528 -0.00511657 -0.0173384 0.0104958 0.00374791 0.0283282 0.0127008 -2.331e-05 0.0012689 0.00534093 -0.00725165 -0.000370533 0.0127061 0.00347396 -0.0132928 -0.0081835 -0.0220259 -0.0326855 -0.0375762 -0.0218751 0.000670486
internal_weight=193.475 192.505 188.349 34.8466 18.9037 15.9428 12.4935 3.06458 14.881 10.8538 9.6903 5.43535 4.25495 3.35745 2.55964 4.02719 2.68708 153.502 44.0617 16.2604 109.441 27.8013 15.9904 14.0595 12.3458 7.50439 3.41557 4.62205 2.9023 106.025
internal_count=4034 4003 3969 440 278 162 131 43 254 192 155 85 70 61 43 62 54 3529 606 251 2923 355 258 213 179 129 80 94 56 2843
is_linear=0
shrinkage=0.0500028


Tree=606
num_leaves=31
num_cat=0
split_feature=0 3 0 0 1 1 4 4 1 1 4 0 3 4 2 0 1 2 1 3 3 0 4 2 3 2 4 1 0 1
split_gain=0.151869 0.441003 0.16632 0.870474 0.297953 0.824577 0.547738 0.282547 1.2202 0.882003 0.869878 0.612694 0.882212 0.591042 0.548209 0.380085 0.375121 0.293413 0.862368 1.34726 1.04379 2.07582 0.717104 0.608535 0.70812 0.50303 0.722588 0.411144 0.331468 0.781011
threshold=71.131225215400022 0.049900000000000007 71.332859575200004 75.462331263550013 58.167480110400007 60.613977009100005 42.066503896600004 43.961868063600001 62.00390986255001 62.095317438950012 47.927946529500012 95.808582394800013 0.089505000000000015 49.283271594150008 -0.60918499999999998 90.767723400200012 64.407391431150018 0.10957500000000002 62.057679025150001 0.11278000000000003 0.072205000000000033 93.899777122150013 40.00488309970001 0.22598000000000004 0.097015000000000032 0.070580000000000018 40.664404858950007 63.705703859100005 85.57631075030001 62.052302108850007
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -5 17 -9 -10 14 13 -13 -12 -11 -15 -16 25 -19 20 22 27 -20 -23 -25 28 -27 -22 29 -7
right_child=2 -3 3 4 5 7 -8 8 9 10 11 12 -14 15 16 -17 -18 18 19 -21 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.057720184946163523 0.013708970813673386 0.013274243059330284 -0.054329567159793216 0.033193172556831387 -0.042919383623208331 -0.0034902609471450527 -0.0091136121494440718 -0.068791697340007188 0.044000587143640149 0.031385931722981576 0.04431590897807447 -0.064258316645034855 0.031634149447605675 0.031948912835710934 -0.014657990288411173 -0.055713056026316946 -0.05660289713831218 0.034227945827892098 0.042106491391506337 0.033136904136167579 -0.02048547706823272 0.026412845360777877 -0.03311030811156089 -0.057357582067085786 0.0044219404024209439 -0.044577312639353314 0.0035130363137238991 -0.064708710799481622 0.0013782946748388399 -0.055642518172654511
leaf_weight=0.44835123541997646 2.5939048453001297 0.50186226051300764 0.78193942134384897 2.0233536437153812 1.1820592920994375 5.8749852109467602 1.4021469177678225 0.82747358898632128 0.97164222225546826 0.33558436534076452 1.4282319480553272 0.59503562479767402 0.46067521070654038 0.22971860691905011 0.96991683845408339 0.32077882171142846 1.4245372963378029 2.7752667153254142 1.5778596850432207 2.8985894919751436 0.7983655545394871 2.0106444045086391 0.4383335093007189 0.6791516033408701 1.9262759968114549 1.6141037107445293 1.7760162744671104 1.9800568195059893 150.22732745680696 0.89561114375828754
leaf_count=175 30 16 182 21 65 112 34 13 11 9 13 213 19 2 22 54 349 31 65 35 15 35 29 56 28 29 13 67 2202 89
internal_value=0.000522376 -0.020224 0.000625577 0.000445469 0.000673724 0.000391043 0.0158759 0.000670745 -0.00917416 -0.00185067 -0.00957921 0.0095893 -0.0224142 0.0266641 -0.030885 -0.0191323 -0.0396124 0.0010951 0.00803174 0.00212551 -0.00742632 -0.0164733 0.0257539 0.00491115 -0.011682 0.000442708 -0.0193837 -0.0520014 0.000870828 -0.0103889
internal_weight=191.97 0.950213 191.02 188.426 187.644 184.218 3.4255 183.036 7.56359 6.73612 5.76448 3.03444 1.05571 1.97873 2.73004 0.550497 2.39445 175.473 15.0845 12.3093 9.41069 7.39449 2.01619 4.61607 2.60543 160.388 3.39012 2.77842 156.998 6.7706
internal_count=4034 191 3843 3813 3631 3576 55 3511 705 692 681 301 232 69 380 56 371 2806 361 330 295 201 94 119 84 2445 42 82 2403 201
is_linear=0
shrinkage=0.0520229


Tree=607
num_leaves=31
num_cat=0
split_feature=3 3 3 0 4 3 2 1 3 4 4 0 3 1 4 4 3 3 0 0 3 0 4 3 3 0 3 2 2 2
split_gain=0.14278 0.47321 0.653783 0.877492 0.79705 0.772724 0.489656 0.58787 1.00316 1.39655 1.65076 0.918931 0.8628 0.791741 1.10654 0.530786 0.381221 0.316399 0.521918 0.949806 0.829822 0.507721 0.399824 1.45229 1.13891 1.66348 1.38604 1.03046 2.84045 1.86772
threshold=0.10249000000000003 0.10721500000000002 0.10507500000000002 86.382848189450016 41.827117825850003 0.10335500000000002 0.10957500000000002 61.966271448700006 0.11002000000000002 40.280372415600006 41.605323437500005 87.818484831100008 0.13041500000000003 65.687097501250022 37.828051409500013 40.159267750750011 0.12201500000000003 0.10184000000000003 85.705356740550016 85.812895065800021 0.094175000000000023 85.683849075550015 41.243661560350013 0.088145000000000015 0.091645000000000018 89.705782438650019 0.098545000000000021 -0.086719999999999992 -0.14429 -0.083064999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 4 -4 5 -2 7 16 -9 12 -11 -12 13 -10 -15 -14 -3 18 20 -20 21 -1 24 -24 -21 -26 -27 28 -25 -29
right_child=1 6 3 -5 -6 -7 -8 8 9 10 11 -13 15 14 -16 -17 -18 -19 19 22 -22 -23 23 27 25 26 -28 29 -30 -31
leaf_value=-0.00087438189059863556 -0.03506695460322147 0.02315527397262334 -0.059450467544156012 -0.0090406555953470233 0.02199089680135077 0.0016960697175801543 0.018057659266637629 0.017425647199907208 -0.080613801081969583 0.022417414669875315 -0.049337549624587612 -0.0037533014597879413 0.016709860777575504 0.0025131337364458048 -0.068345115707163839 -0.033618659117791549 -0.0010868167383386049 0.01947509872971909 0.021838257856802074 -0.001018834412453625 -0.040594057739893413 -0.033331189885521896 0.0038058843153275768 0.0049444420814701668 0.029741426328499996 0.0081760972831472663 -0.036761183661547452 0.027263194815312666 -0.051263421813973253 -0.014881384845405994
leaf_weight=13.086021152397731 2.2273450790671614 3.291236595483503 1.3346360329305746 2.1941051515495928 2.2469470072537661 3.5863814249023562 3.6361119425710049 3.565487938962181 1.1208278238773339 4.21896335511701 1.648831714177504 2.9900415718184377 1.0917201931515594 1.1636886758642506 0.97203612880548451 0.93479896336793888 2.9618105385452509 2.2247350313409688 5.4810840990394345 44.890806572212568 1.6362260631285597 1.2707190327346332 37.938538003219946 4.0313773965463042 8.4284019358456153 13.112726580895467 1.8868418613783422 3.4901094964297945 4.6560542176885082 9.158157792335258
leaf_count=738 22 29 21 35 22 36 59 47 9 36 29 36 40 29 28 5 22 27 41 879 47 13 1106 64 55 192 54 22 82 209
internal_value=0.000441218 -0.00219605 -0.0105089 -0.0281066 -0.00280511 -0.0123885 0.00129513 -0.00124877 -0.00581205 -0.0116712 0.000226512 -0.0199557 -0.0316194 -0.0472474 -0.0297367 -0.00650583 0.0116728 0.00112428 0.000850403 0.001856 -0.00751692 -0.00374714 0.000997606 -0.00194852 0.00355371 0.0123152 0.0025233 -0.0121808 -0.0251803 -0.00325219
internal_weight=190.477 39.185 11.5894 3.52874 8.06067 5.81373 27.5956 23.9594 17.7064 14.1409 8.85784 4.63887 5.28307 3.25655 2.13572 2.02652 6.25305 151.292 149.067 133.074 15.993 14.3567 127.593 59.2742 68.3188 23.428 14.9996 21.3357 8.68743 12.6483
internal_count=4034 505 136 56 80 58 369 310 259 212 101 65 111 66 57 45 51 3529 3502 2704 798 751 2663 1483 1180 301 246 377 146 231
is_linear=0
shrinkage=0.0490223


Tree=608
num_leaves=31
num_cat=0
split_feature=1 0 1 3 3 4 2 1 4 0 0 0 4 4 2 2 0 4 1 4 4 2 0 4 2 2 3 1 3 3
split_gain=0.816344 1.11656 1.65753 1.66044 1.36532 1.26706 1.29299 1.22295 1.15065 1.09796 1.6574 1.24865 1.90718 1.41206 1.90959 1.60223 1.52043 1.40245 1.09257 1.68368 1.32165 1.90597 2.88556 1.24881 1.12646 1.42224 1.07233 1.0675 1.12113 1.74536
threshold=69.999384342500022 96.163458868000006 71.096275259700022 0.08376500000000002 0.099855000000000027 43.89540535710001 -0.51146999999999998 72.187789260650007 43.631818398850008 87.170566421650008 86.83719761350001 86.643628628100018 42.141702038450013 41.975471476700008 -0.116995 -0.14138499999999998 86.20003303655001 41.535369675400013 64.665483411650015 41.481306584950012 40.137820134150012 -0.094519999999999993 90.767723400200012 43.157831852650006 -0.06828999999999999 -0.083424999999999985 0.088145000000000015 63.705703859100005 0.092075000000000032 0.087795000000000026
decision_type=2 2 2 2 2 2 2 2 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 7 -2 -3 -7 8 -4 10 11 13 -13 17 15 -15 -16 27 19 -11 -20 26 -23 24 25 -21 -22 28 29 -1
right_child=1 5 3 -5 -6 6 -8 -9 -10 18 -12 12 -14 14 16 -17 -18 -19 20 23 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00011943776986608095 -0.00027662871980353151 0.00019781306306951665 -0.00077331937230847546 -0.002094681842948868 0.0013398537426076958 0.0012986198404123996 -0.0021680326283952667 -0.0020726780913155429 0.0018751482374612916 0.0013096769940216272 -0.00088185517423729686 9.778708559987325e-05 0.0017091783883547908 3.063819378498722e-06 -0.0010700157726868146 0.0017633202480609482 0.0001202657820679778 0.00086031530124013793 0.0004786416047463033 0.00034841126751748144 0.00091775142565274988 0.00023114340797125639 -0.0029367378481572688 0.0011912014734189479 0.00070693982543315148 -0.0014252000720947932 -0.00070357391504732294 -0.0013170548611676645 0.00045790733092453741 -0.0013875352545366199
leaf_weight=14.455521021882307 10.731420052063187 55.866738631215412 1.2375155659392474 3.4391239926917478 2.3544998837169251 0.52820644492749158 1.6078147940497718 0.9261053479858673 1.1882635517977176 11.183979447931053 5.7065181825309983 6.302080709487198 4.7676075771450996 9.6397050582454522 11.121670751657804 2.3833173252642181 6.1635329388082019 12.217560688150114 23.082651099655777 3.4559933841228494 4.08036419947166 2.1449083536863309 2.1056752670556307 4.5550386235117903 4.8607995361089715 3.2344210222363472 2.3906916221603751 1.8211086307419453 24.037234367802739 3.5345382028026497
leaf_count=302 157 1203 25 165 24 18 404 112 53 100 49 30 58 207 334 17 32 104 177 15 52 23 35 24 23 31 26 39 152 43
internal_value=0.000169453 7.51375e-06 -0.000385681 -0.00115627 1.42188e-05 0.000142257 -0.00131078 -0.000193426 0.000524028 0.00024671 0.000124788 0.00018435 0.000791798 0.000105588 -0.000236351 0.000351999 -0.000645587 0.000284335 0.000450566 0.000736676 0.000219588 -0.00033813 -0.00133818 0.000338792 2.65797e-06 -0.000509025 0.000318763 0.000123849 0.000186285 -0.00017664
internal_weight=241.125 77.8797 19.8769 6.79101 13.0859 58.0028 2.13602 3.35188 2.42578 163.245 102.15 96.4439 11.0697 85.3742 29.3082 12.023 17.2852 56.066 61.0945 27.2902 33.8043 10.7216 4.25058 16.1063 11.5512 6.69041 6.47106 43.8484 42.0273 17.9901
internal_count=4034 2161 536 355 181 1625 422 190 78 1873 1367 1318 88 1230 590 224 366 640 506 193 313 136 58 93 69 46 78 536 497 345
is_linear=0
shrinkage=0.00192234


Tree=609
num_leaves=31
num_cat=0
split_feature=4 4 0 4 0 0 0 1 3 4 1 3 0 4 0 3 1 1 3 1 1 1 2 3 3 3 3 0 1 1
split_gain=0.147756 0.851115 0.695211 0.401206 0.545599 0.393484 0.661428 0.573081 2.03578 1.54914 1.39232 1.37848 1.06688 1.44838 0.939227 0.773825 1.12236 0.676745 0.627951 0.533508 0.877159 0.502938 0.618707 0.412189 0.746014 1.08977 0.704658 0.381917 0.491748 0.340651
threshold=42.779078631750004 42.824128352900011 102.03236296680001 42.753078181500008 75.462331263550013 97.39208423365001 97.674372337300014 62.041548276350007 0.083745000000000028 43.89540535710001 62.181348099150007 0.09450500000000002 92.805574663100018 43.157831852650006 91.394134144600017 0.082535000000000011 62.55235532115001 66.590419433100024 0.076130000000000017 62.00390986255001 61.950140699950005 80.468240302450013 -0.16276499999999997 -0.15572 -0.25095999999999996 -0.54466499999999995 -1.0000000180025095e-35 87.350693116400024 62.116825104000007 58.167480110400007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 11 15 10 -10 19 13 -12 27 16 -9 -18 -19 20 23 22 -8 24 25 -3 -25 28 -11 -6
right_child=1 2 -4 -5 29 6 21 8 9 14 12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.052786082421337713 -0.060792643616226466 0.011748198144821949 -0.054396326443271345 0.031476623457799058 0.021521884257206695 0.05154066979994671 0.041001901739250141 -0.039520614602626326 -0.081557252004567399 0.041198970565267008 -0.049107398635822086 0.046971654565291725 -0.064447794825896354 0.016525505487127994 -0.033885274053795988 0.044410219962741332 0.042705405511663623 -0.054722001733585664 0.01203926743418186 0.01857005737561614 -0.062170251289272081 0.025137326412329936 -0.055095874508585274 -0.060095836803101564 0.030625288645811988 -0.067055749632485048 -0.0013599089108711695 0.045146242417843402 -0.030444623630020998 0.00083642534320921302
leaf_weight=0.5096485901158293 0.66721015944494766 1.4986482643580532 0.65759495563906867 1.1741579583613191 2.1855276627466074 1.023867548676207 0.25098697954672389 1.2572850165888692 1.5297343453858028 0.47381643950939245 1.5536708317231389 1.9121026638895262 1.3604089566506443 2.1963758290512487 1.0989503280507049 1.6329543881583957 1.6308364313445052 0.46718074686941724 2.0741902871814091 2.7461368150543422 0.73558993311598886 0.99841845587070566 0.65324267110554479 0.77687271477770892 2.0137962843000414 0.69525874193641346 1.9164576375624203 1.1820410939981227 0.57265788782387972 152.29647356587338
leaf_count=253 15 22 393 15 28 9 18 26 37 3 25 19 52 25 31 13 37 96 107 41 15 17 53 68 22 47 49 22 58 2418
internal_value=0.000508149 -0.00262269 -0.00144333 0.00118129 0.000951786 -0.000363644 0.0178261 -0.00217891 -0.00835817 -0.0234984 -0.0380165 0.00638024 -0.0249833 -0.0106667 0.0054735 0.0130101 0.00356636 0.0165505 -0.00023347 -0.00109513 -0.00816675 -0.000316644 -0.028422 -0.00241045 0.00776158 -0.0132251 -0.0183019 0.0248825 0.00199374 0.00112907
internal_weight=189.742 33.5763 32.9091 156.166 154.992 32.2515 2.92652 29.325 17.0301 9.96766 6.64019 12.2949 5.11046 3.75005 3.32747 7.06245 5.42949 4.17221 2.54137 10.3828 7.63662 1.90265 0.90423 6.90103 4.2077 2.19391 2.69333 2.22852 1.04647 154.482
internal_count=4034 1320 1305 2714 2699 912 97 815 532 253 139 283 102 50 114 279 266 240 203 264 223 88 71 208 91 69 117 83 61 2446
is_linear=0
shrinkage=0.0520229


Tree=610
num_leaves=31
num_cat=0
split_feature=2 4 4 2 2 4 1 1 2 1 2 1 3 3 2 1 4 1 0 0 3 3 3 4 3 2 2 2 1 0
split_gain=0.150114 0.351642 0.436463 0.30816 1.25073 0.383574 0.797289 1.38433 0.308308 0.392626 0.470359 0.349811 0.308 0.503153 0.443877 0.305943 0.296274 0.328655 0.282063 0.415507 0.269698 0.505364 0.775628 0.489974 1.14766 0.59173 0.901609 1.28471 1.07923 0.600948
threshold=-0.62218499999999988 41.035283712600005 40.280372415600006 -0.58559499999999998 -0.50001499999999999 39.256147742250008 75.634392583900009 78.285212300550015 -0.45120499999999997 81.479100559500012 -0.085584999999999994 87.030766598900016 0.096315000000000026 0.095170000000000018 -0.51146999999999998 87.33187390945001 42.434124620650003 83.874516753750015 101.18549865570002 102.11570516885001 0.21629500000000004 0.10507500000000002 0.10661000000000002 38.179089776100007 0.11922500000000003 -0.093879999999999991 -0.085584999999999994 -0.054619999999999995 64.02831883475001 86.756543869550015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 12 -2 -7 -8 -6 20 16 -12 13 14 -5 -13 17 -11 -9 -20 21 -10 -23 24 -24 -25 -27 -28 29 -29
right_child=3 -3 -4 4 8 6 7 18 9 10 11 15 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 25 -26 26 27 28 -30 -31
leaf_value=-0.019116473015900946 -0.0095070953191200049 -0.029934320913521793 0.027638611518656465 -0.058593669280454078 0.030489766968649246 0.03898700362892113 -0.063974929775116721 0.052057096233640528 0.0015977469436449063 0.030792690655491749 -0.054652419648139522 0.051862486049918444 -0.064676357969398551 0.010763042809084671 0.013906650727917001 -0.050267446172978715 -0.051491559952454843 -0.05148437506538469 0.051660516687927947 -0.051844970896616327 0.011455150664140818 -0.032900986155441597 0.027651360152816717 -0.033003822530601384 -0.025094513983163778 0.01475515828627828 -0.052067237530314642 -0.0068580233463048082 -0.034427475431319868 0.029028514105234583
leaf_weight=1.046257433528808 1.4676823750851316 1.3362482985685344 0.95474106905749057 0.98730405476908345 0.86868511745706101 2.3555944422259931 0.63763702660799004 0.59910382702946663 145.91272475388905 0.73017490617348835 0.97773490593317436 0.16779439144011121 0.63448676728876297 0.66269298462430004 0.26857702040251685 0.1302759113295906 0.19186064312634699 0.14558965321702999 0.18486738204956055 0.2039514677162515 5.8505570480483575 2.4761159047484425 3.2263078414835062 1.9960247171111429 1.5160434729186816 4.3474491748493191 1.7035019502800439 2.5404784339479995 1.9752943383064119 2.1575573533773422
leaf_count=50 42 24 6 122 15 19 16 6 2475 33 155 5 34 11 14 282 199 147 2 58 68 29 42 27 18 24 29 30 38 14
internal_value=0.000438594 -0.010072 0.00319189 0.000628283 0.000272607 0.0123431 0.0203983 -0.00653848 0.000774062 0.000627432 -0.0197031 -0.0401958 -0.0344757 -0.0244881 -0.0430891 0.00722513 0.00478563 0.0171147 0.0305328 -0.00263237 0.000901712 0.000533866 -0.00654191 -0.0031884 0.0107895 -0.00769156 -0.00372089 -0.0133097 -0.00341604 0.00962275
internal_weight=188.253 3.33725 2.001 184.916 179.467 5.44884 3.98115 1.62556 176.914 176.045 2.34343 1.27581 2.55306 1.91857 1.25588 0.29807 1.06763 0.875765 0.987923 0.388819 173.702 167.851 21.9388 19.4627 4.74235 14.7203 12.7243 8.37683 6.67333 4.69804
internal_count=4034 80 56 3954 3811 143 101 82 3630 3615 821 442 181 147 136 287 379 180 66 60 2794 2726 251 222 60 162 135 111 82 44
is_linear=0
shrinkage=0.0500028


Tree=611
num_leaves=31
num_cat=0
split_feature=3 3 3 2 2 2 4 1 2 4 4 0 3 3 3 4 2 1 0 2 1 1 3 3 0 4 2 0 0 0
split_gain=0.151522 0.190215 0.24217 0.760969 0.32043 1.25514 1.34462 0.999139 0.724104 1.27962 0.918892 1.20468 0.736546 0.716179 0.844414 0.642722 1.00913 0.54455 0.6816 0.670465 0.493185 0.879844 0.817142 1.29121 0.771236 0.731171 0.48599 0.429996 0.407161 0.403676
threshold=0.4381000000000001 0.41991500000000009 0.12201500000000003 -0.093879999999999991 -0.0034049999999999996 0.048475000000000011 36.79544512155001 64.407391431150018 -0.037054999999999998 41.872294782850005 40.280372415600006 93.399723909900004 0.083155000000000021 0.087555000000000022 0.10469000000000002 40.636252116050009 0.010890000000000002 60.613977009100005 86.256490657300006 0.066710000000000019 76.830756451950009 78.962703749400006 0.083950000000000011 0.096665000000000015 93.899777122150013 38.539340721750001 -0.026144999999999998 101.10215645365001 67.469545241750026 102.21786657775002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 6 -6 15 29 10 11 -10 -11 -14 -15 -8 -17 28 -19 -20 22 -22 24 -24 -21 -25 -12 -23 -7 -1
right_child=-2 -3 3 -5 5 17 7 -9 9 12 26 -13 13 14 -16 16 -18 18 19 20 21 27 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082778171609685725 -0.018046894368522481 0.010426103463904542 -0.033109080081448916 0.00058393582735840298 0.046208636526593808 0.033114518183664218 0.0022694413549621639 -0.057384193734659583 -0.016125152542492378 -0.058456336291192262 0.016124108441819249 0.027324520118374211 0.034199202603390905 -0.059959870649280871 0.0091648974517557474 -0.062757696208563335 0.013954737820989601 0.023151723390744831 0.014071466520611191 0.025958756333683729 0.034736918116924323 -0.050550249459695627 -0.045406662048191188 0.01538148122784975 -0.01108015175397831 -0.027798758272578199 0.045346713078967246 -0.00048517009108540315 -0.051488070290759337 -0.017865835677554388
leaf_weight=127.0456982957694 0.94887336023384605 3.998877676043775 1.9045254041411679 5.7466600160005319 0.5496092642024476 0.14817014109576376 1.9710173122584822 1.8326665398526527 2.6578896711580438 0.65359011378313825 2.042127339169383 2.7922812466567848 0.74870173959061537 0.66760952578624688 0.86668403539806604 1.08523688808782 0.55209813109104278 2.8902406392153379 5.0317732975418066 1.9380699470057168 1.6233820588822698 0.40905267800553735 2.7696145714362501 1.967501462204382 3.1486770199553575 1.4561713172588495 2.9963474103715271 3.4850596800006315 0.67164989587035961 2.5138677347313196
leaf_count=2072 31 34 35 59 9 14 16 123 31 43 19 30 9 68 16 18 41 46 88 26 50 25 70 23 35 28 52 187 91 645
internal_value=0.000366018 0.000459867 0.00024109 -0.0078029 0.00059376 -0.00362152 -0.0226519 -0.0296076 0.00152328 0.0117356 0.0192819 0.00613538 -0.0152177 -0.00283912 -0.020913 -0.0155 -0.0368908 0.000842319 0.00207074 -0.000720426 -0.0051514 0.00616634 -0.0106873 -0.0219553 0.00303181 -0.00298413 0.0335026 -0.0057442 -0.0361974 0.000465066
internal_weight=187.114 186.165 182.166 7.65119 174.515 31.53 5.99063 5.44102 142.985 13.4252 10.4886 5.45017 2.93659 2.283 1.53429 3.60835 1.63734 25.5394 24.7195 21.8293 16.7975 5.51749 11.28 6.19329 5.08675 3.42367 5.03847 3.89411 0.81982 129.56
internal_count=4034 4003 3969 94 3875 890 207 198 2985 268 132 61 136 93 84 75 59 683 578 532 444 262 182 121 61 51 71 212 105 2717
is_linear=0
shrinkage=0.0461948


Tree=612
num_leaves=31
num_cat=0
split_feature=2 2 3 3 2 0 3 3 1 2 0 1 3 2 4 2 2 1 3 1 3 3 2 3 3 4 3 2 1 2
split_gain=0.129821 0.697676 1.09574 2.4064 0.920733 0.88369 0.834179 0.812582 0.766862 0.690338 1.44729 0.959935 0.836138 0.676198 1.69128 1.86544 0.832156 1.04461 0.964647 0.598655 0.573623 1.10741 1.10471 0.966485 0.901154 1.06437 0.813463 1.31158 0.789342 0.690013
threshold=-0.06828999999999999 -0.075639999999999999 -0.14860999999999999 0.082535000000000011 -0.079634999999999997 102.21786657775002 0.087715000000000029 -0.089139999999999997 74.739136026450012 -0.055334999999999995 85.963448721100022 62.084563606450011 0.09091500000000001 -0.085584999999999994 41.806790701050012 -0.081629999999999994 -0.083424999999999985 61.998532946250002 0.085335000000000022 62.068432857650002 0.084360000000000018 0.049900000000000007 0.022350000000000005 0.086520000000000027 -0.067029999999999992 40.098777110850008 -0.144095 -0.041369999999999997 70.776348742200014 -0.037054999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 13 7 -6 -8 10 -2 -12 -13 -1 15 -15 -16 -18 -19 -20 21 24 -23 28 25 -11 27 -27 -22 -25
right_child=9 2 3 -5 6 -7 8 -9 -10 20 11 12 -14 14 16 -17 17 18 19 -21 23 22 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.0016983345383540863 -0.030963674370598208 0.023817392419878517 -0.089443839202779651 -0.0092950279469971569 -0.016290358865373507 -0.047296940043785908 -0.02170469493226081 0.04975966795093259 0.028274392474970683 0.014446232390666804 0.064061016729099751 -0.026415407971859501 0.030903653633921915 -0.084559557184092263 0.029927821141320816 -0.0097245999035201602 0.019331211202650314 0.0074690432460125661 -0.016337166304615819 -0.077322141967276464 -0.072790616063930891 0.040827884780017178 0.0038675300604253835 -0.021134183302139987 -0.060237384780012615 -0.080354072716504771 -0.088766318342063347 0.017579502122617781 -1.2449240026173561e-05 0.0015619018410012963
leaf_weight=83.098601834084548 1.6263980056392009 1.9755803719162948 1.5930080863472502 6.6667454350863409 0.78450617683120061 1.3929369057432257 2.338293629232794 3.4542616345061088 1.9181229644163975 5.5300784147766517 2.0451685711741447 1.1920045625229247 3.2692941073328257 1.9557923502579795 2.6699293453712007 2.7521444438025346 2.6488292571157208 1.5309775341302159 0.92933660931885276 1.3624675879254935 1.2269424387486645 5.0885119021113479 6.1067277371403179 5.3567403166125578 0.96638731058920058 0.68224902451038305 0.62503394469968165 1.5043479515134093 0.8772207050496944 32.449904982231601
leaf_count=1557 22 7 27 73 8 595 33 88 11 109 13 32 58 38 24 31 18 28 13 35 51 67 166 68 27 6 45 140 52 592
internal_value=0.000419389 -0.000766178 -0.015378 -0.0247528 0.000633695 -0.00096484 0.0191385 0.0375352 0.000818015 0.00244422 0.0184685 0.0308249 0.0155887 -0.000299146 -0.0122843 -0.0408129 0.00240808 -0.00894547 -0.0285386 -0.0525925 0.000287051 0.0082518 0.0206669 -0.00380467 -0.00668038 -0.000475797 -0.0298253 -0.0129772 -0.0424496 -0.00165386
internal_weight=185.619 117.072 10.2353 8.25975 106.836 98.341 8.49518 4.23877 4.25642 68.547 8.13287 6.50647 4.4613 96.9481 13.8495 4.70794 9.14154 6.47161 3.82278 2.2918 60.4141 20.5033 11.1952 39.9108 9.3081 8.34171 2.81163 2.1866 2.10416 37.8066
internal_count=4034 2586 107 100 2479 2339 140 96 44 1448 125 103 90 1744 187 69 118 94 76 48 1323 560 233 763 327 300 191 146 103 660
is_linear=0
shrinkage=0.0585862


Tree=613
num_leaves=31
num_cat=0
split_feature=0 1 3 1 0 4 3 3 3 2 0 4 2 4 4 2 1 2 3 3 2 1 3 3 0 4 3 0 0 4
split_gain=0.578651 1.08352 1.02495 0.802512 1.63593 1.07367 1.26166 0.840347 0.866581 1.32691 1.16729 1.14263 1.16051 0.95175 1.08356 1.56521 0.901111 0.864601 0.860712 1.58789 1.91764 0.82931 0.824716 1.34464 0.816189 0.80655 1.07799 0.750678 1.12356 0.73471
threshold=85.667718326750006 61.982402197500001 -0.16320999999999999 70.171445662850019 94.773526014550015 39.110279783550006 0.087555000000000022 -0.10747999999999999 0.09450500000000002 0.22598000000000004 96.682331287150021 42.599563320500003 -0.083954999999999988 40.844669808050007 41.257403903850005 -0.51842999999999995 72.187789260650007 -0.031449999999999999 0.084565000000000015 0.09180000000000002 0.04932000000000001 71.015621515800021 0.098545000000000021 0.097970000000000015 100.27142289135001 43.384297312450009 0.087795000000000026 94.203572890950014 94.625660817400004 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7 21 9 10 16 -12 25 17 -15 -16 18 22 -9 20 -20 -6 23 -10 -14 -13 -27 -8 -29 -24
right_child=3 2 -4 4 7 6 27 8 13 -11 11 12 24 14 15 -17 -18 -19 19 -21 -22 -23 29 -25 -26 26 -28 28 -30 -31
leaf_value=4.5117947658898242e-05 0.00026494805806762025 0.00034328347302266992 -0.0017389679487826413 -0.002297522358103995 0.0015111818814422336 -0.0020013407268884478 0.001578322169379067 0.00078094602055429115 -0.0013898964412994614 -0.0020794073154126011 0.00061002082053937773 -0.0025752147025817651 0.0010588826877880682 0.0013553379916335453 0.00095301213689176511 -0.0013714796719304244 -0.0016078462991424753 6.0615393519484131e-05 -0.0022841325915743823 0.0010861516666409892 0.0010358093488286135 -0.0020606685909825479 0.00014162931228951705 0.0014344220159815814 -0.00065693030319553965 -0.0019960940065193496 0.0019167227142553919 -0.002019414883522151 0.0012257417526924017 -0.0020698064473544946
leaf_weight=20.914515000768009 140.85638540197397 1.3033292742911728 2.649250619346275 1.6309414672432456 0.30168652441352506 1.2881707435008141 1.052367822499946 2.9681420829147083 1.5132222033571463 0.87544754071859543 31.289621638548851 1.1071109054610135 2.3377565285190931 2.4237772971391669 2.0637156618759036 2.224178624979686 1.6157601902959866 4.3277136503165829 2.2233436973765497 1.4918579822406171 0.90448436141014088 1.1787755097029728 0.68482126109302077 1.0587809796561485 1.8237210206643792 0.57434236106928416 0.47569418823695742 0.85093807615339734 0.73464115150272846 2.9324350856040837
leaf_count=562 1081 23 257 45 4 187 13 21 38 80 553 39 17 18 29 77 38 83 66 10 3 206 21 10 145 236 5 51 6 110
internal_value=0.000148153 -0.000129325 -0.00105236 0.000180576 1.54098e-05 -0.000986517 -0.000441915 9.92663e-05 0.000131926 0.000265426 0.000309278 0.000459446 -0.000286196 -0.000237591 0.000327991 -0.000252728 -0.000304348 -0.000598531 -2.67792e-05 -0.000545742 -0.00132409 -0.0013328 -0.00105943 -0.000227248 0.000306947 -0.00143046 -0.000223485 0.000319589 -0.000515847 -0.00165114
internal_weight=237.677 24.8671 3.95258 212.81 71.9534 5.55706 3.92612 66.3964 64.9159 47.6873 46.8118 37.6082 6.31863 17.2286 6.71167 4.28789 9.20359 10.517 7.58783 4.61969 3.12783 1.48046 6.18926 2.572 4.16148 2.15715 1.05004 2.63795 1.58558 3.61726
internal_count=4034 842 280 3192 2111 302 257 1809 1599 1213 1133 995 442 386 124 106 138 262 100 79 69 210 179 48 162 280 241 70 57 131
is_linear=0
shrinkage=0.00192234


Tree=614
num_leaves=31
num_cat=0
split_feature=3 3 0 2 3 0 2 4 1 4 2 2 3 0 3 3 4 1 4 1 2 2 2 4 3 4 4 2 1 0
split_gain=0.1562 0.69928 0.780125 0.681676 0.581282 0.41914 0.565086 0.62804 1.38646 0.504695 0.384135 0.873555 1.04888 0.354301 0.598314 0.776727 0.262529 0.252595 1.66258 0.52482 1.06191 0.232699 0.858475 0.551767 0.906792 0.811995 0.635663 0.62939 0.595141 1.39627
threshold=-0.23921499999999998 -0.24663499999999999 71.249517373150013 -0.041369999999999997 -0.10747999999999999 71.332859575200004 -0.080019999999999994 48.96897326980001 58.613764160050003 41.32819714970001 -0.046635000000000003 -0.033799999999999997 -0.27343499999999998 78.14810093585001 1.0000000180025095e-35 0.078905000000000017 35.171584490050009 66.590419433100024 40.280372415600006 61.998532946250002 -0.22994499999999998 -0.11572 -0.11103999999999999 41.827117825850003 0.12201500000000003 43.832725745850006 47.927946529500012 -0.16276499999999997 62.213609596700003 88.098084476650016
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -4 7 8 -7 -10 -8 -12 -13 14 -6 -16 -17 19 -19 20 -2 23 -23 28 25 -25 -27 -28 -15 -30
right_child=4 3 5 -5 13 6 10 -9 9 -11 11 12 -14 21 15 16 -18 18 -20 -21 -22 22 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.070279499881763241 0.03185401946336569 -0.071473321794010544 0.043661107873422735 0.0051981507987611036 -0.065066769955808818 0.048828028358792248 0.023444613282040987 -0.074854445693803839 -0.065112573115757966 -0.012453240601129038 -0.078316054939898502 -0.066709480754606629 0.034328169952520464 -0.013161923465032643 0.052529387825007316 0.016923315260870313 -0.059673477288003193 0.047647188508553789 -0.085615349080493841 0.052219802031240464 -0.077382606312047866 -0.04712041197173697 -6.4076230046220925e-05 0.026688096687184252 -0.066167163979176796 -0.031254280994724007 0.033229355012131603 -0.06005795698265879 0.041774080100148957 -0.0015466549127452021
leaf_weight=0.50685616421833302 1.2634207732626235 0.96799044440922444 0.76333074242574994 0.63255311740249343 0.73104892950504963 1.0314843775704479 3.4498860933235846 0.52823090303354536 0.88000488979196267 1.8900290679848692 0.45314440131187472 0.44347353513876453 1.4383031851211858 8.0891311306040752 0.53844252228736855 0.20473988371668383 0.52913577313302085 0.862637994228862 0.48111497593345121 1.6630639393115414 0.38246880926453686 1.2922181629037357 125.35886682683122 8.7152377398451737 0.4445564705529258 1.6995932846912194 1.4665842876711357 0.28495600994574832 2.9423660904867601 14.804203652260183
leaf_count=96 19 39 9 25 87 18 26 15 88 38 4 52 40 74 7 15 60 25 51 30 124 27 2055 141 11 215 32 191 33 387
internal_value=0.000450891 -0.00562324 -0.000625574 -0.0411719 0.00091012 0.00261996 -0.000477358 -0.0161699 -0.00801549 -0.0291824 0.011268 -0.00672316 0.0105169 0.000352551 -0.0236569 0.000136414 -0.0383042 0.0209351 -6.58986e-05 0.0294635 0.00646981 0.000643892 -0.000544191 0.00455768 0.0144064 0.0173506 -0.00622978 0.0180526 -0.000249689 0.00563589
internal_weight=184.739 12.9853 11.3847 1.60054 171.754 10.8779 10.1146 4.32975 3.80152 2.77003 5.78481 2.33492 1.88178 167.101 2.00337 1.27232 0.733876 4.65271 1.34375 3.30895 1.64589 165.098 126.651 38.4466 12.6109 12.1664 3.45113 1.75154 25.8357 17.7466
internal_count=4034 450 386 64 3584 290 281 159 144 126 122 96 92 3335 169 82 75 249 76 173 143 3166 2082 1084 590 579 438 223 494 420
is_linear=0
shrinkage=0.0574375


Tree=615
num_leaves=31
num_cat=0
split_feature=1 0 4 1 2 0 4 2 2 1 4 4 2 1 2 1 2 3 2 0 2 3 4 1 3 3 3 3 0 2
split_gain=0.638353 1.75792 0.883526 1.20555 1.02437 0.834743 1.12034 1.77862 0.996026 1.14049 1.07394 0.958375 0.938959 0.834214 0.828365 0.731613 0.946621 1.87971 1.58357 1.13638 1.08058 0.820344 0.813859 1.54635 1.76749 2.63498 1.52675 1.23404 1.33962 1.45314
threshold=70.171445662850019 94.625660817400004 39.110279783550006 70.206395618550019 -0.16048499999999999 85.995710218650018 41.942745071500006 -0.12546499999999997 -0.083064999999999986 61.977025281250008 44.262924377150007 41.481306584950012 0.18145000000000003 83.740093847200015 0.20949500000000004 83.116371560950014 -0.054619999999999995 0.082535000000000011 -0.167075 98.413698323200009 0.22598000000000004 0.097015000000000032 40.750688432250008 75.271450736300025 0.08883000000000002 0.09914000000000002 0.09914000000000002 0.087715000000000029 97.752337623100019 -0.094519999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 11 -8 10 -10 -9 12 -1 15 -15 16 17 18 19 -3 -18 -22 26 -24 -25 -26 27 -19 -29 -30
right_child=1 13 3 4 -6 -7 7 8 9 -11 -12 -13 -14 14 -16 -17 20 22 -20 -21 21 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-7.6291257526361583e-05 -0.0023977682769713579 0.0014123398565819814 0.0020651303341818529 0.00093372565797219067 -0.0020445328832030315 0.00031660865895871422 0.0002424852134747951 -0.0022085270375002165 -0.0016040051663002276 0.00049030207449385485 6.9366296151258437e-05 0.00087160770630380639 0.0012160117930498462 -0.0021035088649241497 0.0011567840527083172 0.0012430785593900051 0.00047283794402194394 -0.0015519834985571709 -0.0022442602694934068 -0.0020645716111556771 -0.0021559714170181765 -2.7047225295188095e-05 -0.00044085322295677913 0.0013705010173065766 -0.0015248878768918271 0.0011157546222715883 -0.0016488907006858235 0.00093961601053282006 -0.0024379257766047489 0.0003860588320162777
leaf_weight=22.510075636091649 1.550795086310244 1.0449550307239404 0.54479312896728549 0.62092698045307804 1.5583112236927261 113.28744087478844 8.4749533525900933 3.37928232178092 1.6528070525964702 2.5299220979213715 1.0408357037231324 6.943269713287008 2.3912389585748306 1.2292852447171743 0.39618094728211861 2.1316217676721854 25.779464315506633 1.6253072712570409 2.7533252293360411 0.55248636659234751 1.0559877044870511 2.0406260632444173 7.3549514852929887 6.7897893555928004 2.6927551506087184 3.1551776835694909 2.7682610810734323 5.0072895502671599 1.157903296872967 1.7736505447537703
leaf_count=414 44 28 4 24 150 893 203 92 130 77 18 65 24 693 64 27 231 52 242 49 75 22 117 37 34 29 89 36 41 30
internal_value=0.000155461 3.9854e-06 -0.00121634 -0.000543743 -0.00119594 0.000224175 1.01301e-05 -0.000395055 -0.00102312 -0.000337264 -0.00167214 0.000227425 4.78068e-05 7.92521e-05 -0.00130887 0.000112589 7.58273e-05 -0.000133249 -0.00134321 0.000209826 0.000341377 -0.00075304 2.9605e-05 0.000273961 0.000689971 -0.000100163 -0.000366532 4.63507e-06 0.000323319 -0.000729357
internal_weight=235.794 73.5838 4.27483 2.72403 2.17924 162.21 48.9224 17.0778 8.60285 4.18273 4.42012 31.8446 24.9013 69.309 1.62547 67.6836 65.5519 36.6759 4.35077 1.59744 28.8761 3.09661 32.3251 19.9927 12.6377 5.84793 12.3324 9.56415 7.93884 2.93155
internal_count=4034 2118 222 178 174 1916 1023 520 317 207 110 503 438 1896 757 1139 1112 784 319 77 328 97 465 217 100 63 248 159 107 71
is_linear=0
shrinkage=0.00196078


Tree=616
num_leaves=31
num_cat=0
split_feature=4 4 0 0 0 0 2 2 2 2 1 2 2 2 3 3 0 4 0 3 3 4 4 4 4 3 1 4 1 4
split_gain=0.147001 0.690282 0.581997 0.34051 0.580926 0.448504 0.483595 0.698906 1.56394 1.02786 0.81763 0.702174 1.6301 0.753933 0.75806 0.707093 0.652354 0.588441 0.909724 0.55368 0.532328 0.998833 0.664945 0.509586 0.493574 1.10722 0.447562 0.409184 0.330508 0.320218
threshold=42.779078631750004 42.824128352900011 102.03236296680001 97.39208423365001 97.674372337300014 96.163458868000006 -0.077085000000000001 -0.087234999999999993 -0.095854999999999996 -0.083954999999999988 62.020040611300011 -0.098419999999999994 -0.10290999999999999 -0.23349 0.08674500000000003 0.085820000000000021 90.407470010750018 48.96897326980001 84.226704768850013 0.08481000000000001 0.081155000000000019 43.272784938550004 43.572676689450006 47.927946529500012 48.86568841230001 -0.23921499999999998 80.677940036650014 43.272784938550004 62.55235532115001 42.753078181500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 -2 3 5 -5 6 7 8 11 -9 -10 12 13 17 15 20 27 18 24 -11 28 -22 -23 -20 25 -3 -6 -8 -15 -1
right_child=1 2 -4 4 26 -7 16 9 10 19 -12 -13 -14 14 -16 -17 -18 -19 23 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00096167076500834874 -0.060828248450844856 -0.066432104194053113 -0.057612699766891332 0.05394195395413634 -0.015935586517188079 -0.026572326610294603 -0.070888701824438627 0.049206518419530026 -0.002591163147992525 0.022840211876049236 -0.068077850168112547 0.042335807564648456 -0.068841460541830282 0.010323710313699302 -0.03293088997202976 0.059163507624655658 0.011664710341791756 -0.040811665877721441 -0.061814119324329633 -0.017246082979232212 0.037043160790680756 -0.16449691141954781 -0.027886959077671147 0.0077685425223241109 0.06072468561159803 0.037303868509036636 0.04946710126686716 -0.021127872096252311 0.049991079829628866 0.030726215168297093
leaf_weight=151.58619180372489 0.61602014645177661 0.45402030411061067 0.55932182555079535 0.90725495107471887 1.3448148351744746 2.1899536323035127 0.72711995510326222 2.1372469638008624 0.92346773575991514 2.0382658061571428 1.5673001777613533 1.3070621350780118 0.97052551619708616 1.6126993850339211 0.73650603089481581 1.4762037917971609 1.3508576757521948 1.3662110846489666 0.80402752749796469 2.1662848731502891 0.43364220112562168 0.17484855651855469 0.28659304627217352 0.53370876773260534 0.73161986470222462 1.0138657189963853 0.41802439370076161 1.6388092180714009 1.0616046723444013 1.109698288317303
leaf_count=2699 15 35 393 9 73 34 41 19 11 20 48 12 33 18 26 13 43 35 67 32 3 2 55 11 3 91 15 102 61 15
internal_value=0.000469169 -0.00296157 -0.00180913 -0.00078149 0.018047 -0.00259627 -0.0005382 0.00260056 -0.00373239 0.0180329 -0.0437983 0.00396596 -0.000336671 0.00588534 0.0193896 0.0270268 -0.0189443 -0.0100387 0.00184688 0.0021868 0.013736 -0.023116 -0.0796509 -0.0340531 0.0236812 0.00521811 -0.000426561 -0.0364208 0.0260703 0.00117798
internal_weight=184.244 31.5479 30.9319 30.3725 2.67009 27.7024 25.5125 21.7957 15.4539 6.3418 2.49077 12.9631 11.6561 10.6856 5.7821 5.04559 3.71679 4.90345 3.53724 4.20455 3.56939 0.895084 0.461442 1.33774 2.19951 1.46789 1.76284 2.36593 2.6743 152.696
internal_count=4034 1320 1305 912 97 815 781 595 524 71 59 465 453 420 178 152 186 242 207 52 139 60 57 78 129 126 88 143 79 2714
is_linear=0
shrinkage=0.0552071


Tree=617
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 1 0 2 1 0 2 1 2 1 1 4 1 0 3 3 3 4 4 2 2 2 1 0 2 2
split_gain=0.221412 0.160896 0.348413 0.165361 1.1285 0.454638 0.655809 0.644925 0.297214 0.55087 0.28032 0.300963 0.47591 0.329705 0.27114 0.271029 0.284709 0.235122 0.230431 0.421928 0.66439 0.403022 0.676781 0.479326 0.703083 1.05442 0.890444 0.535959 0.352391 1.04728
threshold=54.879495816850003 -0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.50001499999999999 78.285212300550015 101.72856719805002 -0.59681499999999998 72.378669787950017 87.278104746850019 -0.45120499999999997 81.479100559500012 -0.085584999999999994 87.030766598900016 87.33187390945001 42.434124620650003 83.874516753750015 102.11570516885001 0.21629500000000004 0.10507500000000002 0.10661000000000002 38.179089776100007 36.893814626400008 -0.093879999999999991 -0.085584999999999994 -0.054619999999999995 64.02831883475001 86.756543869550015 -0.23783499999999999 -0.24468499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 -7 -4 9 -5 -6 18 15 -14 -15 16 -13 -8 19 28 -21 22 -22 -23 -25 -26 27 -27 29 -12
right_child=1 2 3 4 10 6 17 -9 -10 -11 11 12 13 14 -16 -17 -18 -19 -20 20 21 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.053794908292190614 0.029271730507308243 -0.023085084103156982 -0.016428005128740701 -0.068656328730357069 0.030362974043990971 0.054702886691623091 0.05331330534057762 0.022088335561673299 -0.059510641807238723 -0.00095705597045599579 0.0017010344256191007 0.031492792519427194 -0.056491113584687135 0.053549598452695038 -0.052270631364604324 -0.053665544457507479 -0.053508522081399688 -0.053679536018550723 0.011113947134075838 -0.031649722242666559 -0.0040905404115442693 -0.031310149734548154 0.037652179928717 0.013644175860443098 -0.049902162314152711 -0.006750560566571512 -0.032956432892922945 0.028850457682424412 0.0019749919952258398 -0.064602298315570128
leaf_weight=0.20378159663960005 0.52313005033647542 1.696700617634632 2.554160118161235 0.46597404428757672 0.86366488695784838 1.0708159054629502 0.071422867476940044 2.181358682923018 0.86351163637073103 1.0774194402620194 2.5766471249517058 0.73246016714256279 0.89391818200965534 0.15631118430610513 0.1128347043904796 0.1651429625981109 0.1248179157555569 0.25070662271173205 5.7718096408061674 2.4683997416868833 3.0362414997071054 1.9410546298604483 1.6078159239841623 4.251891310792419 1.6281996731413544 2.5492234984412683 1.9142187170218674 2.0768066123127937 138.3694535505274 0.85989693517330934
leaf_count=125 18 46 40 85 15 10 1 26 76 20 58 33 155 5 282 199 147 82 68 29 37 27 23 24 29 30 38 14 2202 90
internal_value=0.000401539 0.000461937 0.000379279 0.000599678 0.000304709 0.00899891 0.0351246 0.00131408 -0.0350705 -0.0213965 0.000799446 0.000650338 -0.0185314 -0.0412926 0.00918632 0.00736087 0.0191168 -0.029957 0.000898317 0.000537203 -0.00625858 -0.00296081 0.0103612 -0.00726876 -0.00351156 -0.0124416 -0.00311574 0.00923213 0.0015663 -0.0148895
internal_weight=183.06 182.856 182.333 180.636 174.508 6.12846 1.39295 4.73552 2.40691 1.54339 172.101 171.237 2.18549 1.16306 0.269146 1.02242 0.857278 0.322129 169.052 163.28 21.4739 19.0055 4.64406 14.3614 12.4203 8.16845 6.54025 4.62603 141.806 3.43654
internal_count=4034 3909 3891 3845 3686 159 93 66 181 105 3505 3490 821 442 287 379 180 83 2669 2601 251 222 60 162 135 111 82 44 2350 148
is_linear=0
shrinkage=0.0520229


Tree=618
num_leaves=31
num_cat=0
split_feature=1 0 1 2 3 3 1 3 3 2 4 2 0 2 3 0 2 1 3 0 4 2 2 4 1 4 2 0 2 2
split_gain=0.844968 1.53711 1.66862 1.65717 1.79734 2.71096 1.97518 1.17139 1.28049 1.49648 1.2058 1.25285 1.08421 1.06466 0.889797 0.765229 0.757977 1.08899 0.928043 0.74514 0.830023 1.70185 1.04918 1.14481 1.11617 1.02719 1.00396 0.811713 0.799906 0.776221
threshold=69.999384342500022 96.682331287150021 72.378669787950017 -0.070909999999999987 0.090390000000000012 0.092835000000000015 71.504920895500007 -0.10747999999999999 0.09450500000000002 0.22598000000000004 42.599563320500003 -0.083954999999999988 95.117648655250022 -0.016334999999999999 0.087795000000000026 100.27142289135001 -0.14654999999999999 83.116371560950014 0.088350000000000026 85.995710218650018 41.942745071500006 -0.12546499999999997 -0.083064999999999986 44.262924377150007 61.977025281250008 41.385032804600009 0.18145000000000003 67.04476885710001 -0.084794999999999995 -0.23349
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 4 6 -6 -2 -3 9 10 16 14 -7 -5 -12 -13 17 18 -9 20 25 29 23 -23 27 26 -1 -24 -27 -22
right_child=1 7 -4 13 5 12 -8 8 -10 -11 11 15 -14 -15 -16 -17 -18 -19 -20 -21 21 22 24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00011592603034460762 -0.0023165907497353492 -0.0020778387712079589 -0.0022039558101747863 0.00091290970460799895 0.0013196486203386011 -0.0022728304696835859 0.00013045796013926169 8.8419158260121573e-07 -0.00027127635144070454 -0.0021345784846460553 -0.0023892584484087199 0.0010789774838784187 -4.0035532778864949e-05 -0.00030925867297348984 0.00010059362460151331 -0.00062313757943073902 0.00074141585917577115 0.0015320799734228898 -0.0023709062478857886 0.0003450396875793994 -0.00011780621128318774 -0.0021878406580331257 0.0019009163064695313 0.00030295292120033877 0.00058917406170598801 0.0012378428649129612 0.0012748437253549412 -0.002146996862835752 -6.149710667374686e-05 0.0011419120020037207
leaf_weight=20.372486225212931 3.9875097850454075 0.86262960969906899 1.8251496670709446 5.4357425239868462 3.0078996457159519 1.811433556431439 1.8596104662865398 1.8203969910973645 14.520268504980775 0.86785577989939966 1.4559890340533459 2.3643337590619913 1.5529456380754707 5.5265047375578433 0.88861882680794213 1.7799935327493583 27.638929997017847 1.0313270455371819 0.97344314726069558 105.03032812278252 5.4807144828373566 3.2204182692803442 0.22337051527574514 0.90988281811587501 2.4553581593791023 5.7162669363897294 2.2122564666206008 1.2926059520104898 2.6735911243595165 2.8629909083247203
leaf_count=406 171 187 159 43 18 54 21 38 339 77 268 17 25 72 12 145 358 133 24 850 177 92 4 18 77 29 24 126 44 26
internal_value=0.00016757 3.28575e-06 -0.000398853 -0.000256733 -0.000753287 -3.2937e-05 -0.00153833 0.000188812 0.000225468 0.000411266 0.000469481 -0.000300121 -0.00124221 0.000296766 -0.00144559 0.000347917 0.000628198 -0.000189863 -0.000825506 0.000252929 4.89147e-05 -0.000307106 -0.000947227 -0.00163913 -0.000227626 0.000237937 2.03049e-05 -0.00155056 0.000823783 0.000314443
internal_weight=231.661 79.2106 25.0068 23.1816 12.2194 6.37228 5.84712 54.2038 53.3412 38.8209 37.953 6.48894 3.36438 10.9622 2.34461 4.14433 31.4641 3.82517 2.79384 152.45 47.4199 16.4453 8.10164 4.1303 3.97133 30.9746 22.5847 1.51598 8.38986 8.34371
internal_count=4034 2161 563 404 289 97 192 1598 1411 1072 995 442 79 115 280 162 553 195 62 1873 1023 520 317 110 207 503 430 130 73 203
is_linear=0
shrinkage=0.00196078


Tree=619
num_leaves=31
num_cat=0
split_feature=1 0 4 0 0 3 2 4 0 1 4 1 1 2 2 4 2 0 1 4 3 3 4 0 4 2 1 4 4 4
split_gain=0.798911 1.59897 0.742878 0.967659 1.05821 0.74186 1.22636 1.32351 1.04715 2.37973 1.02331 0.731429 0.937426 2.0584 1.51186 1.20923 2.42769 1.50565 1.2014 1.19804 0.935012 0.908849 2.53205 0.901384 0.997599 0.873533 0.800903 1.32011 1.40448 1.05612
threshold=70.171445662850019 94.625660817400004 39.110279783550006 94.165934477050016 93.805681087600007 0.09450500000000002 0.22598000000000004 42.558389508100007 96.163458868000006 71.397382570300024 43.077238082650005 62.095317438950012 62.052302108850007 -0.089094999999999994 -0.074349999999999986 41.872294782850005 -0.074999999999999997 86.20003303655001 61.987779113750001 42.434124620650003 0.08376500000000002 0.087555000000000022 48.226196960950006 85.667718326750006 44.756878345700009 -0.06483499999999999 64.407391431150018 42.779078631750004 43.157831852650006 42.67709657435001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 -4 6 7 8 9 -3 -9 12 15 -14 -15 18 17 19 -1 -17 -18 22 -21 24 -13 -20 27 29 -29 -25
right_child=1 5 3 -5 -6 -7 -8 10 -10 -11 -12 23 13 14 -16 16 20 -19 25 21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.00013210377728247607 -0.0023396102582663404 0.00058278592597253741 -0.0020144784074486301 -0.002057398468232695 0.0016314953640009322 -0.0003070990525275122 -0.0021042783859676053 -0.0018858755958379519 0.00051590171789900655 -0.0022172560947139922 -0.00014490473274789026 -0.0020664421161756467 0.00054962695608442322 -0.002027228425642744 -0.0002515985226677684 -0.0022248716248199837 0.0001413145878563288 0.00077814476764462401 0.00034041159658098198 -0.0022767758920744221 -0.0022391228074442435 0.00065408533308609418 0.0002491879818309283 0.00066736832735051768 0.0010774888056518704 0.001207275886132141 0.00020655631822614099 -0.0011734766358939485 0.0005496634695636945 0.0018902713582646452
leaf_weight=29.037500570339034 1.4689512528711923 3.1735355593264094 0.44867075304500781 0.9880560032906941 0.9628897903021425 15.99979680166143 0.88501634981366706 1.5902887795527911 32.2700793417971 1.8456397508271036 7.0631034141406417 1.1664105341769744 5.3404906159266829 3.3328311182558537 4.1258982245344651 1.1648052409291327 0.83214144135126789 7.6517471000552169 8.8499508658424038 2.2236078791611344 2.6697087960783392 3.7124153841286898 4.8613153174519539 27.502858104184273 0.58147558430209745 9.0289197273086739 39.209158435289282 2.9838719647377721 4.6567125162109733 3.0125246047973624
leaf_count=446 44 41 66 82 30 390 120 47 670 53 575 94 31 38 26 25 93 36 43 118 72 45 52 190 55 56 373 28 40 55
internal_value=0.000162683 -1.79241e-05 -0.00124141 -0.000569138 0.000472606 5.74115e-05 0.000181955 0.000225996 0.000386316 -0.000446839 -0.000464854 0.000237066 0.000108282 -0.000379648 -0.00104501 0.000197457 -0.000169609 9.88884e-05 0.000378311 -0.000335607 -0.00167346 -0.000131795 -0.000543587 0.000371902 -0.00102054 0.000778182 0.000403361 0.000605597 -0.000123273 0.000788095
internal_weight=228.64 66.696 3.86857 2.39962 1.41156 62.8275 46.8277 45.9426 37.2893 5.01918 8.65339 161.944 82.8313 12.7992 7.45873 70.0321 23.1157 19.6139 46.9164 11.9621 3.50185 10.7973 7.08492 79.113 1.74789 17.8789 77.3651 38.156 7.64058 30.5154
internal_count=4034 2118 222 178 96 1896 1506 1386 764 94 622 1916 1081 95 64 986 441 276 545 240 165 215 170 835 149 99 686 313 68 245
is_linear=0
shrinkage=0.00196078


Tree=620
num_leaves=31
num_cat=0
split_feature=1 0 4 4 3 3 0 3 3 2 4 3 4 2 4 2 1 1 4 1 2 4 3 3 2 3 3 3 2 4
split_gain=0.800649 1.96203 0.919453 1.1533 1.05697 0.813812 1.39587 2.03293 1.01381 1.22546 0.992257 2.15361 0.822178 2.4103 1.34334 0.983771 2.24882 0.964082 0.795733 1.06782 0.965571 0.767331 0.715307 1.4553 3.3585 1.57841 1.91701 1.77371 1.2644 1.21786
threshold=70.171445662850019 94.625660817400004 38.244973486750006 38.400997490450003 -0.10747999999999999 0.090735000000000024 95.262825394300009 0.090390000000000012 0.087555000000000022 0.086310000000000026 40.94178426300001 0.08895500000000002 41.257403903850005 -0.51842999999999995 41.066313126200008 -0.076484999999999984 80.468240302450013 81.011308844800013 39.110279783550006 70.206395618550019 -0.16048499999999999 37.828051409500013 0.093325000000000033 0.087795000000000026 -0.048954999999999992 0.09013000000000003 0.092260000000000023 0.089415000000000022 -0.089094999999999994 40.583589072600013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 18 21 -4 -5 6 7 -6 9 -8 -10 -12 14 -14 15 16 -7 -15 -2 -20 -21 -3 23 -1 25 27 -27 28 -25 -24
right_child=1 2 3 4 5 12 8 -9 10 -11 11 -13 13 17 -16 -17 -18 -19 19 20 -22 -23 29 24 -26 26 -28 -29 -30 -31
leaf_value=0.00027873864199403172 -0.0023241794054375538 -0.00027903796258594665 0.0015839301794313958 -0.0020279655703066128 -0.0020275582284618276 -0.0018858063394098738 0.00026903012109611899 0.0016294116177934948 0.0014410640665474764 -0.0020374764491365395 0.00093720605688334038 -0.0017607999743112354 0.00074896080815288685 -0.0021880168076124167 0.0014363305454435679 0.00026917184743680228 0.0010648546668214232 0.00024097932674190195 0.0019693507660940956 0.00087218870851199352 -0.0019690869668910326 -0.0020443464993185685 0.0006547539767019281 0.00039587408605518549 -0.0017300100986543327 0.00088971005572382599 -0.00069257293338551766 -0.0021884381890816878 -0.0010999358458576034 0.00013119137813791598
leaf_weight=71.263449647958623 1.563931829878128 9.5411726016864087 1.9669085819623422 0.80535704034990985 1.9123171961691761 2.7456280891783535 20.051962613513755 0.75235410407185543 5.5955568352364917 0.85298312662052822 4.770986275980249 1.3476873986655844 2.3338565232988913 2.9160085292533036 2.2123649492859832 6.7296246524492762 1.3778265560104044 0.72461284590826824 0.46377132833004031 0.58631141728255931 1.5424995027133261 0.96283931256039146 31.239386395551264 5.5512988604605207 4.4432049349416038 10.201976179960182 3.7081922194920471 1.8254354689270247 3.1439643790945455 31.888831926509738
leaf_count=1151 44 409 17 121 140 58 568 5 49 78 94 28 37 76 13 79 35 34 4 24 150 55 216 44 77 61 32 40 31 264
internal_value=0.00016024 -5.68521e-06 7.15905e-05 0.000165865 0.000115271 0.000147045 0.000316495 -0.000995035 0.000423634 0.000174918 0.000867487 0.000342948 -0.000166971 -0.000746122 9.78593e-05 -0.000174984 -0.000899861 -0.00170456 -0.00126247 -0.00062201 -0.00118655 -0.000440853 0.000233166 0.000134119 -0.000222815 5.12962e-05 0.000467903 -0.000499529 -0.000144969 0.00039028
internal_weight=235.022 71.7566 67.6 57.096 55.1291 54.3238 35.2838 2.66467 32.6192 20.9049 11.7142 6.11867 19.0399 5.97448 13.0654 10.8531 4.12345 3.64062 4.15651 2.59258 2.12881 10.504 163.266 100.138 28.8741 24.4309 13.9102 10.5207 8.69526 63.1282
internal_count=4034 2118 1896 1432 1415 1294 962 145 817 646 171 122 332 147 185 172 93 110 222 178 174 464 1916 1436 285 208 93 115 75 480
is_linear=0
shrinkage=0.00188464


Tree=621
num_leaves=31
num_cat=0
split_feature=1 0 0 3 1 3 4 3 4 0 1 4 0 2 0 4 4 2 0 1 4 0 3 3 4 4 3 2 4 4
split_gain=0.962394 1.65922 1.1597 1.1361 1.21947 1.65317 1.27143 0.940173 0.817321 1.06236 0.986176 0.799979 2.90269 1.70089 1.26455 1.68001 1.36722 1.78985 2.37604 1.12729 1.73952 1.49865 1.38044 1.48142 1.40004 1.21345 1.16877 2.8372 1.64301 2.7725
threshold=70.171445662850019 94.625660817400004 85.705356740550016 0.10184000000000003 61.982402197500001 -0.26958499999999996 44.756878345700009 0.11531000000000002 39.110279783550006 94.165934477050016 71.104340634100012 42.198888176300009 86.329079026800017 -0.097294999999999993 86.83719761350001 43.218894539100006 43.157831852650006 -0.06828999999999999 88.872360418250011 61.987779113750001 41.436838994450007 86.20003303655001 0.096515000000000031 0.11002000000000002 40.316494640950005 41.481306584950012 0.07745500000000001 0.0023400000000000005 41.218101594450012 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 -6 -7 -5 -2 10 -10 19 13 -13 15 -14 17 18 -16 20 -4 25 26 -24 -25 -21 -23 28 -28 -30
right_child=1 -3 11 7 5 6 -8 -9 9 -11 -12 12 14 -15 16 -17 -18 -19 -20 21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=-6.8550587110114268e-05 -0.0023223328675918004 5.157514299593712e-05 0.00025815943391468261 0.00089875118671249869 0.00095018858959372999 -0.0021530763498775027 0.00078301293949590157 -0.00063388665597306022 0.0016140978925274106 -0.0020166452621615872 -0.0019755598038308239 3.9271819646419825e-05 0.0014106442203931828 -0.0015718598625717593 -0.0021995829736377649 -0.00057112820490306051 0.00069347079840968067 0.00064067774656026758 0.00017275888800244432 0.00058805079517635218 -0.0012664958335108763 0.0006934779698018783 0.0011319012937258972 -0.00035454024613681609 0.0012039094715839411 0.0016386930775852554 0.00045880782149868021 -0.0017462503460617699 -0.0014718686660235201 0.00065989980741213556
leaf_weight=17.108680022385677 1.547823358792811 63.642979029733397 14.422019496560099 6.0820092968642694 1.1119217735249547 3.4675921399611971 0.64665782498195756 1.9543381170369682 0.97559368843212746 1.0193699281080624 0.39827624641475268 4.5184740088880062 7.2177067175507563 5.2174784634262306 3.1005660574883223 2.0240396242588758 8.131100374448577 4.0053783906623739 3.1401638239622116 10.113924518227579 3.4213429838418952 11.97910575987771 14.53507659211755 6.4538874924182874 3.1796439606696367 6.7892097085714331 21.789278719574217 3.1380846840329459 5.0140634030103666 4.0963839516043663
leaf_count=516 44 1896 76 40 15 205 58 41 21 82 75 31 76 78 33 11 91 23 23 44 30 83 88 41 21 35 139 58 43 17
internal_value=0.000171092 -2.33781e-05 0.000247214 -9.37908e-05 -0.000316811 -0.00112953 -0.0016916 0.000526033 -0.00123377 -0.000529751 0.000573479 0.000320002 7.84184e-05 -0.000824131 0.000396576 0.000976615 0.000104879 -0.000362216 -0.00100589 0.000406003 -3.41828e-05 0.000496192 0.000372438 0.000744441 0.000159842 0.00101005 0.000177057 -4.68978e-06 0.000172178 -0.000513349
internal_weight=240.242 67.584 172.658 30.3712 22.3349 5.22617 4.11425 8.03635 3.94106 2.39324 1.37387 142.287 37.3549 9.73595 27.619 9.24175 18.3772 10.2461 6.24073 104.932 17.8434 87.0887 70.1855 24.1686 9.63353 16.9031 46.0169 34.0378 30.8997 9.11045
internal_count=4034 2118 1916 875 794 278 263 81 222 178 96 1041 366 109 257 87 170 79 56 675 106 569 490 150 62 79 340 257 199 60
is_linear=0
shrinkage=0.00192234


Tree=622
num_leaves=31
num_cat=0
split_feature=1 0 3 3 2 2 1 3 0 3 3 4 1 4 0 1 1 1 3 3 4 1 1 1 0 0 0 0 0 4
split_gain=0.942148 1.794 0.960166 0.905226 1.37286 1.21947 1.69704 2.3061 1.8319 1.07158 1.8712 1.28755 0.897833 0.881067 1.27108 1.26697 0.870258 0.956907 0.860961 0.873429 1.29743 0.807711 0.863293 0.795067 1.76951 1.08164 0.635321 1.72365 0.906107 1.54318
threshold=70.171445662850019 94.625660817400004 -0.10747999999999999 0.09450500000000002 0.22598000000000004 -0.079634999999999997 71.504920895500007 0.09180000000000002 102.03236296680001 0.087475000000000011 0.088655000000000025 40.098777110850008 71.015621515800021 39.110279783550006 94.165934477050016 71.104340634100012 71.322105742700003 78.10777406390001 0.097970000000000015 0.10065000000000003 40.890797847750008 78.468027453400012 83.468559576050012 72.378669787950017 97.521130223850008 99.128828185900019 87.170566421650008 86.83719761350001 86.643628628100018 42.141702038450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 13 12 4 5 6 7 -4 9 23 -11 -12 -3 -2 15 -15 -5 18 -18 -20 -21 -19 -23 -8 -25 -26 27 28 -1 -30
right_child=1 2 3 16 -6 -7 8 -9 -10 10 11 -13 -14 14 -16 -17 17 21 19 20 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00011748098219718538 -0.0022923543863724474 0.0014506856664330962 -0.0021317226863903152 0.00066141690610595205 -0.0020618636012640123 0.00052822459061704094 0.00068563658778261869 0.0014257298643957906 -0.001489217487999069 0.0017586258108077603 0.00086337073826050256 -0.00091309288283402507 -0.0020353418108532166 0.0016342155016949795 -0.001992276447948377 -0.0019531606453774756 -0.0021141392760657654 0.0016815091174039942 0.00063084130688382113 -0.0017050119440207123 0.00025735809975763326 7.7546643877413185e-05 -0.0021288963201181641 -0.0024355493626961031 0.0012025975213607295 -0.00082631956315092525 0.00036259671788494471 -0.00091366167008579227 0.00011637752516452885 0.0015980753948754936
leaf_weight=80.519846408773446 1.6303325253538776 0.32502982905134459 2.6719782564323391 2.8665609955787685 0.93140891399525472 26.002930731250675 2.5470772320404711 0.85412484221160401 2.1583616673960924 3.9867681842297298 3.3142101461999118 2.5750979743897915 1.36225364980055 1.1365149612538519 1.249238694203086 0.50508523313328613 1.6529552401043455 0.94076908472925325 1.5772952213883398 3.2091299146413803 1.908286170568317 4.9247502483194694 0.72220731458219223 1.371521752560511 1.6609012801200154 2.1303789839148521 67.215369506040588 5.3704600166529408 6.2479680888354761 4.158230297267437
leaf_count=1230 44 4 145 24 80 401 16 7 500 15 24 21 207 21 82 75 41 8 13 85 31 75 113 39 10 37 549 49 30 58
internal_value=0.000142053 -3.4055e-05 4.05764e-05 7.542e-05 0.000204897 0.000247746 -6.56684e-05 -0.00127 0.000149412 0.000350524 0.00076157 8.66126e-05 -0.00136381 -0.0011845 -0.00055971 0.000530457 -0.000289729 -0.000472284 -0.000896064 -0.000595316 -0.000973243 6.4712e-05 -0.000204642 -0.00017601 -0.000601105 6.25176e-05 0.000221985 0.000123837 0.000185116 0.000708452
internal_weight=237.727 74.2152 69.694 68.0067 50.2048 49.2734 23.2704 3.5261 19.7443 17.586 9.87608 5.88931 1.68728 4.52117 2.89084 1.6416 17.802 14.9354 8.34767 6.69471 5.11742 6.58773 5.64696 7.70988 5.1628 3.79128 163.512 96.2965 90.926 10.4062
internal_count=4034 2118 1896 1685 1295 1215 814 152 662 162 60 45 211 222 178 96 390 366 170 129 116 196 188 102 86 47 1916 1367 1318 88
is_linear=0
shrinkage=0.00188464


Tree=623
num_leaves=31
num_cat=0
split_feature=2 2 0 1 3 2 3 3 2 0 3 0 1 2 1 1 0 1 2 3 4 1 1 0 0 3 0 2 1 0
split_gain=0.160261 0.63021 1.3135 1.5015 1.77147 0.62822 0.872106 2.15407 0.793463 0.761597 0.756781 0.846261 0.69336 0.641934 0.790751 2.44073 1.69549 1.77381 0.771968 0.571657 1.29268 0.557292 0.824728 0.531967 0.648416 0.482335 0.848414 0.526094 0.619099 0.594142
threshold=-0.06828999999999999 -0.055334999999999995 86.329079026800017 67.192634054300015 0.087555000000000022 -0.075639999999999999 -0.14860999999999999 0.082535000000000011 -0.079634999999999997 102.21786657775002 0.087715000000000029 87.638358136350021 74.739136026450012 -0.091919999999999988 66.590419433100024 75.408562100950022 87.818484831100008 62.052302108850007 -0.08786999999999999 0.090390000000000012 41.806790701050012 60.613977009100005 61.778079379550007 86.162394622750014 96.163458868000006 -0.23921499999999998 86.89903215050002 -0.23349 57.041016153700006 84.390700714750025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 8 -7 -8 9 13 11 -10 -12 25 16 -16 17 19 -19 -15 -21 -3 -23 -9 -25 26 27 28 -1 -29
right_child=1 21 3 4 -6 6 7 23 10 -11 12 -13 -14 14 15 -17 -18 18 -20 20 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.064672515328135088 -0.014128660964120462 -0.034377477284478146 0.060661298583608157 -0.075629518632361864 0.0312299568965561 0.020610969256263916 -0.082347376287110086 0.010800697975319015 0.049030402335555848 -0.042890197231003457 -0.019489533776921458 -0.0095020462229514248 0.026149967535631927 -0.013211311477269243 -0.065110182183369933 0.0086498512520859199 0.030403480822355861 -0.014133737660983461 -0.057998758430244338 -0.0092686205544414441 0.037233601373436884 0.048618608109807761 0.00087081434352472399 -0.04190102760251288 0.0037053123511420864 0.0042439527200146977 -0.063136853179412006 0.043524221783593511 0.0043805006262557138 -0.0087606453415622169
leaf_weight=0.79225696662615497 2.730266605736686 1.3808897408671317 2.9674019329249859 0.6869367682738815 1.7328181709162889 1.8966596424579627 1.5178187517158184 2.777566599776037 3.1339852232485992 1.3332579398843325 2.3850060268305242 1.0442252582433864 1.8935324174453851 5.1569882016629069 2.6790112760209004 3.0331358872354031 4.0663619339466086 2.3502522860653698 2.7734728660434476 4.3467848990112543 3.3613454322330654 1.1700303817051452 58.483494930422239 2.1875955751165752 1.8035166524241502 63.696403302426923 0.90030593093251798 1.1065961366984913 0.85710874728101771 1.8270138408988714
leaf_count=43 29 168 24 24 48 7 27 16 75 595 33 21 11 76 98 27 31 21 38 31 23 12 1143 28 29 1204 65 37 38 12
internal_value=0.000800237 0.00294911 0.0176897 0.0338155 0.00089395 -0.000470705 -0.0138343 -0.0217183 0.000804235 -0.000619959 0.0173555 0.0344019 0.000708923 -3.86399e-05 -0.00727125 -0.0259438 -0.00243519 -0.00985834 -0.0378779 0.00130086 0.01101 0.000988655 0.00180733 -0.00812274 -0.0212923 0.00286439 -0.0131613 -0.00334385 -0.0287885 0.0109619
internal_weight=186.072 69.1518 8.11742 5.38716 2.41975 116.92 10.1832 8.2865 106.737 98.2803 8.45675 4.17821 4.27854 96.947 27.7674 5.71215 22.0552 17.9888 5.12373 12.8651 7.70813 61.0344 59.6535 6.76868 3.99111 69.1797 5.48328 4.58298 1.64937 2.93361
internal_count=4034 1448 125 96 72 2586 107 100 2479 2339 140 96 44 1744 345 125 220 189 59 130 54 1323 1155 73 57 1399 195 130 81 49
is_linear=0
shrinkage=0.0563112


Tree=624
num_leaves=31
num_cat=0
split_feature=4 0 2 3 3 4 4 0 4 1 4 0 2 2 4 1 3 0 3 2 3 3 0 2 4 4 0 2 4 0
split_gain=0.149569 0.413339 1.17929 1.40728 1.41392 1.23916 1.11141 0.856878 1.03429 0.742094 0.573697 0.476011 0.371338 0.966733 0.357303 0.712265 0.349315 0.645102 0.951574 0.638409 0.748572 1.21738 0.73094 0.594607 0.515256 1.33908 0.821415 0.517498 0.494471 0.692341
threshold=42.141702038450013 86.329079026800017 -0.102645 0.087555000000000022 0.087795000000000026 42.686561923500008 42.865207177650007 86.83719761350001 43.218894539100006 62.036171360100006 43.969738121350005 87.350693116400024 0.15844000000000005 0.096390000000000017 43.426640904350009 62.00390986255001 0.088075000000000028 88.098084476650016 0.09180000000000002 -0.18231499999999998 0.086230000000000015 0.085335000000000022 90.767723400200012 -0.16048499999999999 43.047778594550003 42.599563320500003 96.959242474650011 -0.083424999999999985 43.384297312450009 97.521130223850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 -4 -5 -6 -7 8 9 -3 -8 -9 13 16 -2 -16 19 -18 28 22 21 24 -13 -20 25 -21 -26 -28 -19 -30
right_child=1 7 3 4 5 6 10 11 -10 -11 -12 12 -14 -15 15 -17 17 18 23 20 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.001512307804498788 -0.019026114807057362 0.0072141825931350597 -0.052764578763699846 0.05833829366223868 -0.05530107019662505 0.03174650838385662 -0.055050362510527161 -0.025667854707987617 -0.014884768948915128 0.047269273394921874 0.0069661809344039377 0.038108406385818326 0.031751940123700174 -0.05690809078997839 0.0006591287410561594 0.039758863823449786 0.017947126984538746 -0.064358286581743848 0.019787825382536726 0.013356077136730989 0.027609742337463709 -0.052081274723643045 -0.060311088694606836 -0.015461488776666338 0.026842089071643312 -0.046350488889690213 -0.062310912926408758 0.0031834840713022765 -0.056757696725992936 0.037688361672313042
leaf_weight=134.48656872297215 1.2147598553128771 2.0380042865872374 2.5376226804437447 0.70805916190147389 1.4713671765057368 1.4715248811990025 0.89111513609532245 2.0495459064841297 1.7703851982951162 2.6735801212489605 0.64139265287667513 0.25573849097418744 0.85573289492458471 0.7699854471902644 4.5529875668580644 1.5653848343063144 1.9419402591884116 1.1941775605373548 1.8109473112635894 2.7264210258435924 3.4473345009428149 0.98713201218561231 0.71944458776670217 3.5265180074748059 4.2802976372186095 1.4327189701871246 0.43786608792197712 0.96954689930316595 0.42066439939662803 0.36025596669787774
leaf_count=2344 33 12 185 2 50 15 48 23 11 65 10 18 27 94 121 65 10 44 39 37 69 23 107 65 134 26 229 50 14 64
internal_value=0.000645952 -0.00169732 -0.00861575 -0.0222547 -0.0073182 -0.0177058 0.000708256 0.00130691 0.0176997 0.0299434 -0.0290949 -0.00246292 -0.000643274 -0.00173982 0.00574472 0.0106628 -6.76624e-06 -0.00767107 -0.0144743 0.00464236 0.00731521 0.000857561 -0.0345009 -0.00350176 0.0061646 -0.00721133 0.0159458 -0.0171927 -0.0441263 -0.0131876
internal_weight=184.209 49.7225 15.0542 7.72108 5.18346 4.4754 3.00403 34.6682 6.48197 4.71158 1.53251 28.1863 26.1367 25.281 7.33313 6.11837 24.511 9.2545 7.31256 15.2565 14.2813 10.834 0.975183 5.33747 9.84685 4.15914 5.68771 1.40741 1.9751 0.78092
internal_count=4034 1690 529 310 125 123 73 1161 88 77 58 1073 1050 1023 219 186 929 236 226 693 568 499 125 104 476 63 413 279 122 78
is_linear=0
shrinkage=0.0500028


Tree=625
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 2 1 1 2 2 0 0 2 2 1 2 0 2 1 0 3 1 0 3 1 1 4 0 1 2
split_gain=0.131955 0.295894 0.150513 0.888913 0.378364 0.344523 0.190271 0.287408 0.410377 0.640174 0.370753 0.697638 1.03754 0.807011 0.870291 0.485248 0.610249 0.461515 0.674538 0.425035 1.29287 0.27765 1.73125 0.875341 0.750606 0.819454 0.447746 1.40759 0.429927 0.340003
threshold=-0.69416999999999995 -0.63113999999999992 83.116371560950014 -0.13509999999999997 102.70985441565001 0.20949500000000004 81.320481529800006 80.677940036650014 0.061925000000000015 -0.041369999999999997 98.142164052000012 101.55650587770002 -0.08786999999999999 -0.094519999999999993 78.895492296100016 -0.14654999999999999 99.744485097750015 0.20167500000000002 74.153052154050016 97.521130223850008 0.091375000000000026 71.096275259700022 96.039789794050009 0.076615000000000016 70.776348742200014 70.389210771400016 38.400997490450003 96.959242474650011 70.727956495850009 0.20949500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -5 7 10 9 -9 19 12 15 -13 -15 16 -12 18 -14 21 -21 24 23 -23 25 29 -24 -28 -27 -3
right_child=1 2 3 5 -6 -7 -8 8 -10 -11 11 13 17 14 -16 -17 -18 -19 -20 20 -22 22 26 -25 -26 28 27 -29 -30 -31
leaf_value=0.027304181268931603 -0.021346800529393865 0.00085279104659274397 0.052069426073536859 -0.055254359416020214 -0.053361639728462924 0.030080857200477863 -0.014914237792697986 0.0020391569104491005 -0.0042711371082586576 0.055916729938827944 -0.058079924156362372 -0.045631413765602702 0.003906465880433055 0.0386407814378062 -0.012755404340857025 0.0083338148316784502 0.0075724343243575177 0.0015975256920260307 -0.063679674827288965 0.033675913150339111 -0.01288627268654146 -0.0013915956703457687 0.022293636071537289 -0.05579390005770507 0.029932283756395714 -0.059035405566735089 0.0080777753823827181 -0.030493112019488653 0.0017792874519271546 0.016526991113684504
leaf_weight=0.52026150794699688 1.7224345947688551 123.51836091397854 1.1065728589892385 0.50387250468338507 0.10493157587461599 0.18109141655440908 2.2003288668311134 1.2689127368503248 1.9170165610848924 1.216092620044946 0.83771533984690882 0.65929752203010128 0.51755379801033985 2.2987133017741139 1.555335968849249 3.5752983966376624 0.76061729242792353 0.58822555560618628 2.1147896841866896 3.9819068840006357 2.9034189470112324 1.2463833568181173 2.6136069223284748 2.5095837011249387 2.5561024416238061 0.97209477057913207 10.606884384760631 3.5576065088389432 0.49347375752404332 4.0236729762982568
leaf_count=18 46 1848 8 375 305 66 185 32 21 9 44 92 21 43 32 39 28 13 84 32 37 75 24 265 24 67 64 41 14 82
internal_value=0.000618537 0.000542301 0.000751308 0.0156214 0.0429378 -0.0326934 0.000593314 0.000786866 0.0141752 0.0284053 0.000443998 -0.00820497 -0.0172508 0.00861898 0.0178994 -0.00253185 -0.0268372 -0.0408958 -0.0503913 0.00114619 0.0140415 0.000562434 -0.00517626 -0.037741 0.00145811 0.000893936 0.00211373 -0.00160983 -0.0385584 0.00134728
internal_weight=182.632 182.112 180.389 1.89647 1.2115 0.684964 178.493 176.293 4.40202 2.48501 171.891 12.9075 8.3942 4.51335 3.85405 5.17363 1.59833 3.22057 2.63234 158.983 6.88533 152.098 20.5341 3.75597 131.564 129.008 16.7781 14.1645 1.46557 127.542
internal_count=4034 4016 3970 754 313 441 3216 3031 62 41 2969 396 229 167 75 111 72 118 105 2573 69 2504 469 340 2035 2011 129 105 81 1930
is_linear=0
shrinkage=0.0530633


Tree=626
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 1 3 3 3 2 4 2 4 1 0 2 1 1 3 3 0 3 0 1 4 4 4 4 0 0
split_gain=0.627459 1.68124 0.806411 0.784942 1.01609 0.984102 1.41641 0.691979 0.670319 0.911483 0.879133 1.01784 1.0448 0.850296 1.28691 0.838252 0.780994 1.14749 0.847031 1.05793 0.946195 0.905773 0.716259 2.40583 0.693036 0.7509 0.64863 0.614996 0.934116 0.77332
threshold=70.171445662850019 94.625660817400004 83.740093847200015 85.705356740550016 0.10184000000000003 61.982402197500001 -0.16320999999999999 0.096010000000000026 0.09450500000000002 0.17076500000000003 42.522337019050006 0.04932000000000001 43.077238082650005 71.504920895500007 100.27142289135001 -0.58559499999999998 71.015621515800021 80.677940036650014 0.11278000000000003 0.09914000000000002 98.674478761850011 0.097970000000000015 96.163458868000006 71.397382570300024 43.680097826700013 48.96897326980001 41.066313126200008 39.110279783550006 94.165934477050016 93.805681087600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 8 4 5 7 -7 -1 9 10 22 12 -12 -14 24 -10 -17 18 19 21 -20 -18 23 -3 -15 -26 -11 -2 29 -29
right_child=1 2 -4 -5 -6 6 -8 -9 15 26 11 -13 13 14 -16 16 17 -19 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=6.956466728655121e-05 -0.002295462273383884 0.00074443453933187623 -0.0015088901475558028 0.00029203104154759219 0.00055727708278568641 0.00038690487965173679 -0.0018502552864956188 -0.0013842453867575896 0.0008470355591472966 -0.0020878206286397321 -0.0022906732140128426 0.00054715151396075867 -0.0017209304791276844 0.0016669218742527488 -0.0020465092317546634 0.00078301180018359908 -0.0013831441342349725 0.00031501908367440929 -0.0020561907871774888 -0.0022882774997447673 0.0006503852887475935 0.00094097875705888008 0.00053299623915825536 -0.0021680749538358166 -0.0021644804667226947 0.0013881365974114639 0.00050903978796005146 -0.0019663985697521407 -0.0020183110454464453 0.0015648138836852185
leaf_weight=13.98279765513144 1.3747214766335667 2.9698137505911282 1.159579448551084 130.0818480597809 7.080219939351081 1.6060606221435589 2.9980203175218767 1.3244636417366553 2.2495279507711521 1.0445837243169069 1.2760204628575573 3.6094985150266439 1.1518237839918581 1.5287819728255279 0.7188100571547692 1.7229377403855313 1.8301547172013655 3.4746929659740999 0.65034935873700339 2.6958405368495733 1.7939007747918365 0.93689076416194428 29.475551286624977 1.6196565399877725 0.46185843567945983 0.41960364952683449 0.53875241758942127 0.32100831836578458 0.97406474803574372 0.80111798201687634
leaf_count=493 44 40 757 1041 81 27 251 23 26 70 34 27 110 8 136 14 52 43 25 78 38 6 310 51 38 19 14 66 82 30
internal_value=0.000164469 5.30817e-06 7.8971e-05 0.000230129 -6.81969e-05 -0.000290607 -0.00106986 -5.62265e-05 0.000109572 0.000228337 0.000280803 -0.000247657 -0.000763927 -0.000308842 0.000210956 -0.000237068 -0.000423162 -0.000605748 -0.00101037 -0.00143122 -6.9762e-05 -0.000596222 0.000423004 -0.000283411 0.000884202 -0.000473323 -0.0012042 -0.00129626 -0.00064097 0.000554635
internal_weight=221.873 64.7995 61.3286 157.073 26.9916 19.9113 4.60408 15.3073 60.169 44.8148 43.2314 9.1664 5.5569 4.28088 3.12905 15.3543 13.1048 11.3818 7.90714 5.46289 2.44425 2.76705 34.065 4.58947 2.41024 0.881462 1.58334 3.47091 2.09619 1.12213
internal_count=4034 2118 1896 1916 875 794 278 516 1139 857 773 372 345 311 201 282 256 242 199 136 63 58 401 91 65 57 84 222 178 96
is_linear=0
shrinkage=0.00192234


Tree=627
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 2 0 3 1 4 3 4 1 2 2 2 0 0 1 3 1 0 0 4 0 2 0 4 0 3
split_gain=0.902609 2.05604 1.65478 1.20738 1.78264 2.17341 1.674 1.33903 1.26324 1.67795 1.4394 1.54916 0.962547 1.11216 0.846799 0.843685 0.839605 2.23893 2.36628 1.23211 0.969081 1.1151 1.32242 1.98492 1.74497 1.61899 0.926737 1.83906 1.73634 0.924421
threshold=66.590419433100024 90.297243227400017 89.953120586650016 38.400997490450003 63.353515844050008 -0.097799999999999984 88.606203063300015 0.085665000000000033 62.111448187750007 42.779078631750004 0.092465000000000033 42.536568606950006 62.154463517850012 -0.091639999999999985 -0.12546499999999997 -0.26894999999999997 91.937202686950016 90.767723400200012 67.300172379550006 0.13377000000000003 67.649671936450019 93.953546284800012 94.773526014550015 38.748048509250005 94.047642319350018 -0.14138499999999998 93.805681087600007 36.79544512155001 92.805574663100018 0.093735000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 -6 14 -5 10 11 12 -10 -14 15 -1 17 18 -2 20 -18 26 23 -23 -25 -26 27 -22 -29 -30
right_child=16 -3 -4 4 5 -7 -8 -9 9 -11 -12 -13 13 -15 -16 -17 19 -19 -20 -21 21 22 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0017118526244571074 0.0014832275783335117 0.0011851836092147473 -0.0015392088561046555 8.3180204615079491e-05 0.00069905474490767618 -0.0023647049338087721 -0.0019634783138816579 0.00099606356495623169 -0.00091726339074737031 -0.00040106448597254386 0.0013850199151947235 0.0019496600840894311 -0.00061158115109243016 0.00093971019566037588 0.00044291837700707339 -0.0021641693593723197 -0.001615472534702177 -0.0020468004505688926 -0.0018232127499006514 -0.0021360266812141971 0.0015301253310793367 -0.0020816310439407361 9.627376572254252e-05 0.0019888158204744489 0.0011496780273001078 -0.0013435765490221443 0.0014482543688295207 0.00092405702846454294 -0.0016498050703774173 -1.6526587333615179e-06
leaf_weight=0.25178909301757935 2.2655788697302337 8.1770583614706975 2.0105626210570327 77.020055247063283 3.17002874892205 2.233079098397865 1.2040662914514539 12.766706417663952 2.6499550100415998 5.2948528474662444 9.1437895819544774 1.9506326839327801 2.5539482943713674 5.1547570955008259 2.054266625549646 1.1804246638203038 1.2328293295577157 2.5696223666891456 1.2363113706815054 0.93925381393637408 3.3028119681403032 2.6723568886518461 65.123934339091647 1.1962736696004865 1.3602481088601046 3.2908609894802798 3.4709972678683689 3.2785657314816472 2.6673314711079001 2.379400372505188
leaf_count=2 13 64 20 909 83 57 12 117 15 53 52 54 14 49 24 145 14 68 62 58 20 35 1778 6 52 147 28 25 43 15
internal_value=0.000149936 0.0002505 0.000191085 0.000218558 0.000146527 -0.000821638 -3.38663e-05 0.00070772 0.000208173 0.000568087 0.000807284 0.00037812 8.21848e-05 0.000425756 -0.000348128 -0.00148275 8.07295e-06 -0.000684046 0.000315918 5.42943e-05 7.7159e-05 0.000100673 3.10084e-06 -0.000709103 -8.18329e-05 -0.000614407 0.000576569 0.00031637 -0.000165151 -0.000872745
internal_weight=233.802 136.816 128.639 126.628 110.375 6.60717 4.3741 16.2532 103.768 26.7479 21.4531 12.3093 10.3587 7.70871 3.48648 1.43221 96.9864 6.07151 3.50189 90.9149 89.9756 88.7428 73.6437 8.51974 5.84738 4.65111 15.0991 11.6281 8.3253 5.04673
internal_count=4034 1670 1606 1586 1298 152 95 288 1146 237 184 132 78 63 171 147 2364 143 75 2221 2163 2149 2018 240 205 199 131 103 83 58
is_linear=0
shrinkage=0.00192234


Tree=628
num_leaves=31
num_cat=0
split_feature=1 0 1 1 3 3 4 4 2 3 2 1 3 4 0 0 1 0 2 2 2 0 1 3 2 3 2 4 0 0
split_gain=1.08408 2.02922 1.67222 1.80967 1.42256 1.39678 1.29056 1.31948 1.22521 1.1281 1.06948 1.2177 0.993594 1.04559 1.0267 1.90488 0.991364 0.990791 0.990075 1.92939 0.963729 1.79308 0.945798 0.910292 0.899239 0.879247 0.857277 0.840226 0.803722 1.66484
threshold=70.171445662850019 96.163458868000006 71.096275259700022 70.776348742200014 0.08376500000000002 0.098545000000000021 42.558389508100007 34.41230404325001 -0.083954999999999988 0.083495000000000028 -0.14654999999999999 83.116371560950014 0.075810000000000016 39.896141435400004 97.878695155250014 101.55650587770002 78.962703749400006 98.142164052000012 -0.091919999999999988 -0.041369999999999997 -0.59502499999999992 98.674478761850011 75.951630643300021 0.087795000000000026 -0.0068649999999999996 0.086520000000000027 -0.059424999999999999 43.89540535710001 87.170566421650008 86.83719761350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 3 26 9 6 7 -3 23 -4 11 17 13 -12 -14 18 -17 -9 -16 -20 -7 -22 -23 -8 25 -18 -2 -10 29 -1
right_child=1 5 4 -5 -6 20 8 10 27 -11 12 -13 14 -15 15 16 24 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0002113401066466516 -0.00142127145985627 -0.0021280446461489242 -0.00094750017633776621 0.001214496337451552 -0.0021389063132008857 0.00067553872190480465 -0.002351378661249689 -0.00013878276686274136 0.00053322316898889611 0.0019183462457478639 0.00016877327507237161 0.0013779107263010492 0.0010400687059192435 -0.0023267857618980117 0.00053542040362113878 0.0019146197298611533 0.0013799660618326454 -0.0021381141816711738 -0.0025479979512139047 5.6154219117730441e-05 -0.0022944991440167913 0.00090219578169385337 -0.00071736971108770872 -0.00025247541990469321 0.00097870142038003873 -0.0022470287878209334 0.00017546656939235132 -0.0020319319530667677 0.00042486531011548247 -0.00090278984799767358
leaf_weight=91.869023983468651 2.8330820664996281 0.73739517612011596 2.7458459778572437 2.7624686453491449 3.7501041133946273 2.153277510078623 1.6533251562395892 2.5526300976052805 3.7369812311808337 0.62267743423581112 3.1797212014498721 1.1654805208090691 16.110910804010931 0.77082088246243063 2.8419112348929048 2.8742238916456699 0.37102705470169339 1.4285522068967109 1.6755918534472583 2.8220412710215879 2.1299196616746467 1.8448671873193232 4.7976425661254325 1.4188881424197459 3.1387763812817919 0.73879591110744514 2.2132449811324459 0.54007265369727964 67.05996323027648 5.2389661911875001
leaf_count=1318 77 131 187 19 165 26 292 28 49 3 67 150 64 49 18 19 31 57 24 38 42 20 161 31 83 94 42 151 549 49
internal_value=0.000176092 -1.77508e-05 -0.000650582 -3.62694e-05 -0.00132445 0.000143225 0.00028508 0.000419848 -0.000455906 -0.000417743 0.000467209 -0.000350274 0.000589075 -0.000318155 0.000706304 0.000334493 0.00104269 -0.000856195 -0.00035279 -0.000914022 -0.000476832 -0.000759693 -0.000267557 -0.00138201 0.000452816 -0.00103448 -0.000720966 0.000209316 0.000263007 0.000151233
internal_weight=237.778 73.6103 14.9274 7.8088 7.11863 58.6829 47.7571 40.4079 7.34927 3.36852 39.6705 5.14666 34.5238 3.95054 30.5733 14.4624 7.12282 3.98118 7.33954 4.49763 10.9257 8.77243 6.64251 3.07221 4.2486 1.10982 5.04633 4.27705 164.168 97.108
internal_count=4034 2118 493 138 355 1625 1376 853 523 190 722 235 487 116 371 307 227 85 80 62 249 223 181 323 208 125 119 200 1916 1367
is_linear=0
shrinkage=0.00192234


Tree=629
num_leaves=31
num_cat=0
split_feature=4 2 0 4 1 0 0 3 0 0 3 1 4 1 4 2 2 2 4 0 2 2 2 4 4 4 2 0 4 1
split_gain=0.151837 0.34923 0.258813 0.208667 0.485345 0.873229 0.533261 0.492003 0.549713 0.680324 0.322539 0.380249 0.310029 0.725732 0.834365 0.470743 0.561366 0.45956 0.420947 0.844489 0.60203 0.869233 0.419301 0.465592 0.331876 0.997079 0.627446 0.698767 0.549603 0.884751
threshold=32.051492741500006 -0.10623499999999998 94.114853772600014 35.419594101850009 61.778079379550007 89.493394246350007 89.813320763900023 0.075350000000000014 96.531777631850005 97.991610396700011 0.11531000000000002 73.553525990900013 37.038444968100009 69.64719632740001 36.620308449100001 -0.041369999999999997 -0.59681499999999998 -0.10051499999999999 37.828051409500013 91.066142252700018 0.25988000000000006 -0.046635000000000003 0.26941000000000009 39.051326806600009 38.748048509250005 38.478081868400004 -0.11347 87.009258933850006 38.244973486750006 69.238550691600025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -8 -9 -10 11 -11 13 14 17 16 -15 -5 19 -14 21 -21 24 -24 25 26 27 -20 29 -28
right_child=3 2 -4 12 5 6 7 8 9 10 -12 -13 18 15 -16 -17 -18 -19 22 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.061407206070615575 0.043078891329944795 0.030538276034415661 -0.054625802090537419 0.042986660639635389 -0.046216621137886944 0.037424119308317794 0.03792173668481702 -0.023643846384893714 0.057968071333316211 0.0068806511445147957 0.018822983765947515 -0.057101058477869622 0.038545294117241981 0.020723059587414008 -0.020775570385485491 -0.0067841234696411692 -0.060988928023620929 0.003196469676103356 0.012503847717152013 -0.06005071233958801 0.032651279631759407 0.0049039406641654681 0.0012914915669075984 -0.059254019856337083 0.0013331525910513407 -0.041293223386333205 0.014573874799203872 -0.067145656985978033 0.025605195800178525 -0.044444659398920068
leaf_weight=0.35907937801994194 1.0247529649641354 0.36487129284068842 0.13865891911700601 1.3628363322932275 0.86103713605552723 1.59479334205389 0.94142084324994346 2.1994248675182462 0.68073546886444125 0.54600338637828849 0.95860672782146128 0.50202009660642943 2.4839182435534886 0.28196837828727428 2.6047252018470317 1.4178438098751938 1.4757496146630731 2.041717456886543 0.53964908968191572 0.81783168797119321 1.0785344317555425 1.9956541558640313 0.73616325615148415 0.69550142023217632 147.3765599871258 2.088359535424388 1.9247016445733591 0.72922788088544621 2.6623930369969457 1.1381339388390186
leaf_count=103 24 11 68 49 29 13 32 20 3 2 15 67 43 8 28 31 101 23 14 67 5 24 22 71 3003 44 12 26 30 46
internal_value=0.000784739 -0.0214255 0.00708634 0.00088957 0.00862925 0.00436776 0.0102353 0.00279557 -0.00397134 0.0121293 -0.00342125 -0.0237676 0.000474196 -0.00901317 0.00182974 -0.0295318 -0.0478809 0.0191244 0.00100468 0.0143719 -0.00105582 -0.0139773 0.000464882 -0.0281215 0.000726459 -0.00911805 0.000489081 -0.033271 0.00797129 -0.00735711
internal_weight=183.623 0.86261 0.50353 182.76 9.30879 8.28404 7.423 5.82821 4.88679 2.68737 2.00663 1.04802 173.451 9.18484 6.00928 3.17556 1.75772 3.40455 164.267 6.37594 3.89202 2.81349 157.891 1.43166 156.459 9.08247 6.99411 1.26888 5.72523 3.06284
internal_count=4034 182 79 3852 205 181 152 139 107 87 84 69 3647 240 100 140 109 72 3407 139 96 91 3268 93 3175 172 128 40 88 58
is_linear=0
shrinkage=0.0530633


Tree=630
num_leaves=31
num_cat=0
split_feature=1 0 0 4 0 1 3 2 2 3 3 2 3 2 3 3 1 3 3 3 0 4 1 3 3 3 3 3 0 4
split_gain=0.694117 1.79037 1.06778 0.934105 1.33482 1.23022 0.885703 0.885735 1.40044 0.92518 0.901081 1.08615 0.97874 1.58488 0.85928 0.789012 1.02486 1.02399 0.905815 1.67712 0.826009 0.924852 1.18916 1.23085 1.21291 1.24636 0.80378 0.780855 1.3158 0.906014
threshold=70.171445662850019 94.625660817400004 85.705356740550016 39.110279783550006 94.165934477050016 71.104340634100012 0.12535000000000004 0.22598000000000004 -0.048954999999999992 0.097015000000000032 0.083495000000000028 -0.068964999999999985 0.076615000000000016 -0.074999999999999997 0.084090000000000012 0.10184000000000003 58.167480110400007 0.087125000000000022 1.0000000180025095e-35 -0.11012 81.446839061900008 38.064633603500006 61.622148808000013 0.095750000000000016 0.09062000000000002 -0.16320999999999999 0.087555000000000022 0.075810000000000016 95.262825394300009 38.903925214650009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 15 -2 5 -5 7 8 10 -9 12 14 -3 -14 -12 16 17 18 19 -1 -18 -22 -23 24 25 -24 -27 28 -10 -30
right_child=1 6 -4 4 -6 -7 -8 9 27 -11 11 -13 13 -15 -16 -17 20 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00047602759561266684 -0.0023102725112963689 -2.807814617809996e-05 0.00030085301783042248 0.0016652174920422699 -0.0019975803036387106 -0.0019538065125568305 -0.0019885068703650232 -0.0020904342315041873 0.0015481154641338723 -3.4967577883805898e-05 0.0016112550302964657 -0.0014003148860154142 -0.0020894684939082057 0.0015702203706359726 7.9245239185360961e-05 0.0004344492592963073 -0.0020459313631808278 -0.0020970734706649481 0.0014828859097437772 -0.002176735220943441 0.00072777133880363391 -0.0024066016691756168 0.00058630389740206654 -0.0024749314204296474 0.00083252905217874075 -0.0021762799043042892 -0.00025556239719152357 0.00064030018665157452 -0.0032735233190148228 -0.00046222011091047417
leaf_weight=5.0949307928676708 1.5875521906418715 3.5560388230151139 136.83709790953435 1.1500380446668717 1.2154437060235066 0.46995911502744991 0.72339764745265611 1.2900336196471465 0.88119219243526759 1.958807142509613 1.3621526673669055 1.6987022629473347 2.5403858064382767 0.50363252860552554 28.675049435296387 7.4296560864895573 1.2867228082614008 0.62872542999684888 2.0505884559825063 1.0151636066730176 1.9557654135860492 1.2525866613723327 1.6548203281126905 0.93925179354846466 2.6769940522499382 1.9740595635958009 1.2728585153818128 21.20970694629068 0.55004526216362171 1.5675720680519587
leaf_count=196 44 215 1041 21 82 75 57 123 4 31 14 44 394 17 567 81 194 23 34 75 30 41 15 14 21 125 26 345 24 61
internal_value=0.000164345 8.29535e-06 0.000231005 -0.00115279 -0.000504716 0.000615343 8.55009e-05 0.000108305 0.000158143 -0.000851142 -6.59608e-05 6.58062e-05 -0.000699553 -0.00148397 0.00014872 -9.5958e-05 -0.000276706 0.00022048 0.000399032 3.52835e-05 -0.00061252 -0.000455232 -0.000692033 -0.000439902 -0.000187696 -0.000744873 -0.00142332 0.000513027 -0.000387141 -0.00119245
internal_weight=237.009 70.9397 166.069 4.42299 2.83544 1.62 66.5167 65.7933 62.5445 3.24884 38.336 31.7359 6.60006 3.04402 30.0372 29.2321 21.8025 8.78941 8.16068 6.11009 13.0131 11.7263 9.77057 8.51798 7.57873 4.90174 3.24692 24.2085 2.99881 2.11762
internal_count=4034 2118 1916 222 178 96 1896 1839 1685 154 1251 625 626 411 581 875 794 328 305 271 466 272 242 201 187 166 151 434 89 85
is_linear=0
shrinkage=0.00188464


Tree=631
num_leaves=31
num_cat=0
split_feature=3 3 2 3 3 3 2 1 2 2 4 1 2 4 2 4 4 1 3 4 1 1 0 2 1 0 0 0 2 2
split_gain=0.145783 0.164998 0.193623 0.614418 0.378492 0.265684 0.337232 0.323686 0.274749 1.0575 1.17735 0.952924 0.719072 0.63124 0.920913 0.575253 1.25743 0.427718 0.423184 0.905054 0.480725 0.851103 0.802749 0.518183 0.526747 0.514686 0.453161 0.488443 0.75108 0.562927
threshold=0.4381000000000001 0.43162500000000009 -0.62218499999999988 0.11278000000000003 0.41214500000000009 0.12201500000000003 -0.032369999999999996 61.966271448700006 -0.0034049999999999996 0.048475000000000011 36.79544512155001 64.407391431150018 -0.026144999999999998 40.636252116050009 0.010890000000000002 41.872294782850005 40.280372415600006 62.154463517850012 0.10469000000000002 38.625745710700009 60.613977009100005 62.057679025150001 89.415428960600011 0.066710000000000019 72.378669787950017 67.04476885710001 91.394134144600017 96.741477366050006 0.23835000000000003 0.22598000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 -7 12 10 -10 13 -4 -12 -15 16 -14 -17 20 -20 25 -22 -23 24 -24 -11 -25 28 -28 -29
right_child=-2 -3 4 -5 -6 6 -8 -9 9 18 11 -13 15 14 -16 17 -18 -19 19 -21 21 22 23 26 -26 -27 27 29 -30 -31
leaf_value=0.0030188415042220243 -0.021657209217230872 0.016669923337079607 0.0012401299363771418 -0.054956814556593937 0.024455488030992702 -0.0053263311427814613 0.0065174280817028238 -0.038731077538513327 0.058010577754172579 0.056748455936285698 0.004057992198890966 -0.071363320542924408 0.0017862465318770086 -0.077934572088517715 0.015834611233522828 0.012944175352640863 0.056701982608508714 -0.039838586211752992 0.0090267583536064403 -0.055040405687287797 0.035978228826378578 -0.048258211557603473 0.041299074669301682 0.040041450076441172 0.00070939854365504771 -0.064765018306640415 -0.03394028762255237 0.01516065696330246 0.01746818954723689 -0.019919917683647859
leaf_weight=2.1536904733038678 0.98087292385753144 2.2746163842093656 129.18554034106046 0.88535450681229111 2.3387598558329037 2.0660068411380057 2.3598978045483809 1.9217389172845285 0.51624471459217858 0.14822734345216915 2.0103540942072873 1.6639521058641547 2.8592857995245122 1.0353608946315942 0.55070384198188538 1.5296676850703081 2.8652850107755512 0.80385888143791806 1.7301168962731019 1.3453204838879171 2.7938103470951345 1.0580751922680089 2.2733584120869663 0.84251427905110077 2.1214596681820694 0.62039770573028363 3.3785357906308473 5.3509973570708098 1.3714122926030539 2.2219912963046227
leaf_count=54 31 22 2774 24 23 14 22 35 9 4 16 123 33 18 41 38 52 22 25 35 26 34 16 30 65 101 63 101 40 143
internal_value=0.000868419 0.000989635 0.000791489 -0.013871 0.00104329 0.000729731 -0.0110363 -0.0214244 0.00117357 -0.0038048 -0.0264185 -0.0347043 0.00229925 -0.0177433 -0.0453766 0.0192788 0.0292729 -0.00523856 0.00136742 -0.0189988 0.00419127 0.00582538 0.00130074 0.00428686 0.0217057 -0.0413315 -0.0015278 -0.00436987 -0.0190976 0.00486766
internal_weight=183.257 182.277 180.002 3.03904 176.963 174.624 6.34764 3.98775 168.276 31.0328 5.77662 5.26037 137.244 3.59642 1.58606 8.0581 5.72457 2.33353 25.2562 3.07544 22.1808 21.4122 18.6183 17.5603 4.39482 0.768625 13.1655 12.3229 4.74995 7.57299
internal_count=4034 4003 3981 78 3903 3880 71 49 3809 890 207 198 2919 75 59 145 85 60 683 60 623 518 492 458 81 105 377 347 103 244
is_linear=0
shrinkage=0.0585862


Tree=632
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 4 1 4 4 3 1 4 4 1 3 4 1 2 2 0 1 0 3 4 3 3 3 4 4 0
split_gain=0.877007 1.65031 0.880377 1.4559 1.31301 1.76144 1.31168 0.943023 1.8921 0.875754 0.855892 0.850886 0.912807 0.848854 1.31125 0.796445 1.1378 0.953909 0.787528 2.01799 1.1264 1.70386 1.38154 2.48282 0.961997 0.825805 0.963257 0.78546 0.850591 1.19
threshold=70.171445662850019 94.625660817400004 87.170566421650008 86.89903215050002 64.665483411650015 41.481306584950012 62.095317438950012 40.720231579350006 41.872294782850005 0.12535000000000004 83.740093847200015 38.244973486750006 38.400997490450003 71.397382570300024 0.092835000000000015 39.110279783550006 70.206395618550019 -0.16048499999999999 -0.079634999999999997 97.39208423365001 83.116371560950014 100.15850764985002 0.092260000000000023 40.890797847750008 0.087555000000000022 0.075810000000000016 0.099855000000000027 39.861052345600008 36.620308449100001 93.692765846100016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 3 -1 5 -4 -7 27 -9 10 11 13 -13 -3 -15 -2 -17 -18 19 -14 21 22 24 -24 -21 -20 -27 28 -6 -30
right_child=1 9 4 -5 7 6 -8 8 -10 -11 -12 12 18 14 -16 16 17 -19 25 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00017049234351706184 -0.0022979399357098873 0.00047238354239693281 0.0013461158390798474 -0.0012420998600617661 0.00064066543781730108 -0.00077369908866703029 0.00062380391652650804 -0.0016418888774037931 0.00022800485428845459 -0.0020384304858796038 -0.0014208367023960341 0.0015432302760175908 -0.00093533222638620078 -0.0021113458948802274 -0.00025267158726209545 0.0020173719973549582 0.00097842214909103862 -0.0020028337270087885 -0.00061531705793192455 0.00012802171215038638 0.0020032376168897283 -0.00090990893084752836 -0.002381553870049668 0.00064679597647818892 0.0014639789274951522 0.00064038493655339097 -0.00048820556460629088 0.0011685382619191823 -0.00043603397239716751 0.00068247688778114428
leaf_weight=94.61147811167757 1.5250310043338675 2.9231125395745021 10.853062495589258 2.7753130812197915 11.681405703537171 3.1507415249943724 11.691236324608324 2.8364628045819682 6.778824900102336 0.72502268337120668 1.3650366217261751 1.8353080563247193 7.2775673706491899 1.9278190461045595 5.1484004944213666 0.51290051639080081 0.54488267895067144 1.4575419549946671 2.7343040622072392 3.2643786447588408 1.2750682303885685 4.3449652915442121 1.5145589993335296 2.9472563872113824 5.1093668043613434 21.992870146030331 3.2014710057992479 3.929582374636083 10.090723164379595 5.3939417749643317
leaf_count=1337 44 27 100 30 71 27 66 30 98 57 743 13 224 119 94 4 24 150 45 48 12 197 24 31 19 203 40 35 86 36
internal_value=0.000169025 -8.40154e-06 0.000246614 0.000130237 0.000417287 0.000757531 0.000327134 0.000202538 -0.000323605 6.2942e-05 8.57286e-05 0.000117127 0.000210133 -0.000399058 -0.000759042 -0.00120183 -0.000537258 -0.0011916 0.000164539 -7.80711e-05 0.000259971 0.000130593 0.000482814 -0.000381175 0.000943176 0.000388077 0.000496974 0.000365231 0.000249032 -4.64109e-05
internal_weight=235.42 71.6269 163.793 97.3868 66.406 25.695 14.842 40.7109 9.61529 67.5865 66.8615 65.4964 55.4971 9.99933 7.07622 4.04036 2.51533 2.00242 53.6618 25.7332 18.4556 17.1805 12.8356 4.46182 8.37375 27.9286 25.1943 31.0957 27.1661 15.4847
internal_count=4034 2118 1916 1367 549 193 93 356 128 1896 1839 1096 856 240 213 222 178 174 843 555 331 319 122 55 67 288 243 228 193 122
is_linear=0
shrinkage=0.00192234


Tree=633
num_leaves=31
num_cat=0
split_feature=3 3 2 2 1 3 2 4 3 2 4 4 1 1 3 4 0 3 3 2 1 3 1 4 1 1 2 0 0 3
split_gain=0.150192 0.551155 0.671097 0.547412 0.668731 0.647123 0.554283 0.56944 0.460315 0.340232 0.324954 0.330459 0.752064 0.414332 0.673745 0.907012 0.557809 0.472394 0.406999 0.301647 1.04103 0.250743 0.215983 1.45817 0.528605 0.939331 0.227491 0.214779 1.31679 0.374628
threshold=-0.23921499999999998 -0.24663499999999999 -0.041369999999999997 -0.23349 58.167480110400007 -0.65607499999999985 -0.080019999999999994 41.32819714970001 -0.10747999999999999 -0.046635000000000003 32.724174661450007 34.466665687600006 69.563854125350005 61.622148808000013 1.0000000180025095e-35 41.32819714970001 83.503509531750026 0.093325000000000033 0.087795000000000026 -0.018034999999999999 68.910558799650019 -0.55648999999999993 66.590419433100024 40.280372415600006 61.998532946250002 57.772276765200012 -0.23349 85.334349518600007 85.57631075030001 0.10301500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -6 22 -8 -10 12 -12 14 -13 17 -15 -16 -17 -11 -21 -7 24 -24 25 26 -2 29 -29 -18
right_child=8 2 -4 4 6 21 9 -9 10 19 11 13 -14 16 15 18 27 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.057555815947151236 0.05475165009612272 -0.070868301456317201 0.0065344011668381531 0.048882048286953216 -0.065282320700044638 -0.021850010816028331 0.021149509784573708 -0.0055069652809710545 -0.03051591649842823 -0.038273857687851985 0.041276937944073458 -0.064162626714039356 -0.014838853689855413 -0.062893558292211424 -0.059704996172422142 0.048469323465059819 0.036068263550597855 -0.010226718198080529 -0.0037273417611563184 0.050975916928897198 -0.045784676085193307 -0.069013011147059058 0.043754342096309198 -0.085437732152531184 0.050620712327203804 -0.075331479519702108 0.0055591902279669633 -0.053375207630197229 0.0015954402734792692 -0.0034925968674134615
leaf_weight=0.238092631130712 0.57385419169440866 0.86421547584541258 0.64560463501947996 1.0129622341046332 0.73760128744470099 0.77709542067896098 3.3433755335281568 1.830712305705674 1.0854260256328405 0.72484288434497712 1.9872337085544125 0.78301321821345382 1.3055301962012889 0.44675203986116585 0.98731306067202274 1.0148395168653221 1.5726865538163104 1.7921139253303406 0.95811412634793658 0.80629698885605583 0.67300662499474129 0.71320993150538825 0.83973680046619825 0.43884728231205372 1.6101836344460023 0.37653924070764322 0.67488110140402502 1.4514431906864036 151.00781001984888 1.5861449006479231
leaf_count=5 11 39 25 72 46 27 26 28 108 12 34 79 58 108 38 30 25 33 32 12 59 99 25 51 30 75 57 66 2707 17
internal_value=0.000857218 -0.00525473 -0.0377706 -0.000733012 0.00487887 -0.030373 -0.000613299 -0.022674 0.00130056 0.00960006 0.000808377 0.00101457 0.0190279 0.000647533 -0.0147953 -0.00666142 0.00119527 -0.0278025 0.0231214 -0.0079188 0.00695485 -0.0444206 0.0193978 -0.000588139 0.0272959 0.0041876 0.0281655 0.00137926 0.00107211 0.0162036
internal_weight=182.859 12.367 1.50982 10.8572 9.1288 1.7284 8.11584 2.56831 170.492 5.54752 165.978 164.893 3.29276 161.6 5.53539 4.75238 156.065 2.77943 1.97295 2.20415 1.4793 1.49031 4.51404 1.27858 3.23546 1.62527 1.24874 155.618 152.459 3.15883
internal_count=4034 450 64 386 255 131 183 74 3584 109 3335 3227 92 3135 212 133 2923 71 62 83 71 126 249 76 173 143 68 2815 2773 42
is_linear=0
shrinkage=0.0574375


Tree=634
num_leaves=31
num_cat=0
split_feature=4 0 2 0 4 3 3 3 4 4 1 0 4 3 3 0 4 1 1 3 0 1 2 3 2 4 4 0 0 0
split_gain=0.731386 1.28741 1.95235 1.85944 1.28586 1.26948 1.80257 1.18947 1.45198 0.745544 0.710482 3.14617 1.68765 1.45849 1.43995 1.35278 1.25885 1.07391 1.04344 0.941387 0.934166 1.21758 0.960271 0.916294 0.821732 0.865711 0.790831 1.41371 0.783112 0.820235
threshold=42.094663496250007 86.329079026800017 -0.102645 86.83719761350001 43.218894539100006 0.087555000000000022 0.088555000000000023 0.096515000000000031 42.686561923500008 42.233786329550007 71.015621515800021 96.163458868000006 41.827117825850003 0.098545000000000021 0.087715000000000029 98.142164052000012 41.243661560350013 70.776348742200014 81.011308844800013 -0.059734999999999996 98.674478761850011 75.951630643300021 -0.031449999999999999 0.088145000000000015 -0.50001499999999999 38.179089776100007 38.244973486750006 97.521130223850008 94.047642319350018 94.773526014550015
decision_type=2 2 2 2 2 2 2 2 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 -4 -7 -8 -9 -5 17 19 13 14 15 -13 23 28 -17 -12 -15 -22 -23 -16 25 -25 27 -26 -1 -30
right_child=1 3 5 9 -6 6 7 8 -10 -11 11 12 -14 20 16 18 -18 -19 -20 -21 21 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.00031113019044201281 0.00020226437672029655 0.0012789801904448984 -0.0019594243084245723 -0.0015087546194934593 -0.00046931298194857621 0.0011725540571122153 -0.0022824253011454313 -0.0021025443644658364 0.00055410659913858083 1.7999680644005779e-05 0.00026360501788056826 0.00022769832603302642 0.001407602706585349 -0.0018384925408185661 0.0021048356707430277 -0.0023588516001240675 -0.00099085919621561382 0.0014547525090127808 -0.00040961049202067131 -0.0021449469436105447 0.0016315907936512945 -0.0018986452422401366 -1.300657736788097e-05 0.00076257869947328992 0.0010566579208196578 -0.0018128792371101732 0.0009246398589197398 -0.0021851520957934705 -0.001199439784268088 0.00034570608794385927
leaf_weight=111.07321465425775 9.7432442532153818 7.5998420342802984 3.3981140949472302 1.2247515582712356 1.954422168433666 1.7340058856643734 1.9420209138188509 1.1783244432881477 2.1426711012609303 33.810559671666852 0.74952683458104763 6.5591666186228412 3.7388956264476283 2.0065120798535636 1.5866312017897204 1.6517703458666799 1.7667816622415546 2.935043058358132 2.6318004569475306 2.9994225752307093 0.98354708589613427 1.6303361479149314 2.5732065193296876 0.91106144158402713 1.1235208166763144 1.0248551328550091 11.890712511725722 0.89158003767079197 2.6534160909359334 2.43431974388659
leaf_count=1113 220 81 187 25 11 11 51 30 35 1055 13 42 56 37 10 84 24 15 335 113 7 100 55 17 5 25 115 80 54 28
internal_value=0.000160432 -1.25697e-05 -0.000415979 0.000169626 0.000921349 -0.000995452 -0.000527298 -0.00108735 -0.000388501 -3.5372e-05 0.00022879 2.21898e-05 0.000176428 5.27902e-05 0.000238984 -0.000321024 0.000555315 0.000306366 -0.00116125 -0.00166341 -0.000724687 -0.000293836 -0.000744348 0.000712057 0.000572563 -0.000600843 0.00073592 -0.000377679 0.000277349 -0.000460137
internal_weight=228.543 64.728 20.1384 44.5896 9.55426 10.3951 6.99702 5.26302 3.321 35.0353 163.815 44.7193 40.9704 37.2315 30.0379 10.8427 19.1951 119.096 4.28357 3.74895 7.1936 5.18709 4.20354 17.4284 15.8417 1.93592 13.9058 2.0151 116.161 5.08774
internal_count=4034 1706 534 1172 92 314 127 116 65 1080 2328 1118 992 936 737 461 276 1210 419 126 199 162 155 252 242 42 200 85 1195 82
is_linear=0
shrinkage=0.00192234


Tree=635
num_leaves=31
num_cat=0
split_feature=4 0 1 0 4 3 0 1 0 1 4 4 4 0 1 3 3 1 1 4 2 1 0 3 2 3 4 2 3 3
split_gain=0.149689 0.406162 0.549739 0.764843 0.972609 0.537357 0.466486 0.537805 0.873 1.34224 0.776156 1.27388 1.73558 0.985471 1.12549 0.833794 0.78534 1.11112 1.05235 0.760834 0.667889 0.638802 1.25624 0.98159 1.16724 0.949789 0.948332 0.763725 0.64463 0.600459
threshold=42.141702038450013 75.994645973400011 58.167480110400007 85.121961326250016 39.110279783550006 0.099855000000000027 85.334349518600007 61.987779113750001 86.20003303655001 62.084563606450011 41.898943182100005 41.243661560350013 40.80591513400001 87.009258933850006 64.665483411650015 0.087795000000000026 -0.144095 62.095317438950012 62.116825104000007 40.720231579350006 -0.10946499999999999 71.015621515800021 96.163458868000006 0.098545000000000021 -0.031449999999999999 -0.059734999999999996 39.861052345600008 -0.12546499999999997 0.087715000000000029 0.08481000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -5 -8 9 -9 11 12 13 -10 20 -14 -13 -18 -19 21 -15 26 25 28 -25 -23 27 -16 29 -24
right_child=-2 2 3 6 -6 -7 7 8 10 -11 -12 16 15 14 19 -17 17 18 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.045638065943949119 -0.0018019698768327497 0.032256350241457725 -0.036240002397596532 0.033293274735439971 -0.064590674353003572 0.011923596787851069 -0.0072685778299170388 0.0071971684162489809 -0.023177630635208266 0.047565185655806197 0.018207507816640264 0.021291752097699384 -0.0084876842744899053 0.0074244733942746624 -0.025040788482924577 0.030503902171467992 -0.05955700624115174 0.028662879830383514 -0.021104512244913051 -0.046991461436786161 0.049827851873782192 0.026203180711754252 -0.0011730072130902358 -0.059296251048998737 -0.0012959476794784759 -0.061468532389385183 0.032595181546313752 0.0054582981261481651 0.013531955949128776 -0.042307495799637183
leaf_weight=0.54843670613627082 48.664482794702963 1.8018285166472185 1.098119328322354 1.4652025438845147 1.160409744014032 1.9772569063934495 16.684516306966543 11.933440528810022 5.4759802310727528 3.1792194135487071 7.6812770541582713 1.5304186261491857 2.0632156724313964 2.3651460632681847 2.8406729358248475 8.8040472600841877 1.8869083002209635 1.536348208785056 8.2425147614121652 1.0713344237447007 2.1715961266309014 0.46743577066808972 6.4230637358855409 1.8302334479776616 2.5048291169587165 1.9383678241865734 3.5010743318125597 21.012484026927268 9.2002265003557095 1.300593929543538
leaf_count=240 1690 22 52 16 62 25 123 74 41 33 99 11 58 19 34 80 24 8 175 16 37 6 286 109 60 90 42 209 212 81
internal_value=0.000819695 0.00177396 0.00196925 0.00155377 -0.0215241 -0.0052741 0.00232281 0.00196165 0.00337502 0.0156893 0.00139201 -0.000107003 0.00274757 -0.000814043 0.00134857 0.0231011 -0.0158918 -0.0207699 -0.0132856 -0.000948358 0.0277216 1.84896e-05 -0.00662312 -0.00234415 -0.0257833 -0.0444344 0.0057643 0.00182616 0.00365979 -0.00809968
internal_weight=182.361 133.696 133.148 131.346 4.23579 3.07538 127.11 125.645 108.96 15.1127 93.8478 86.1665 72.9703 62.103 56.6271 10.8673 13.1962 11.6658 9.77886 52.0903 4.53674 51.019 23.6648 21.2589 4.33506 2.4058 27.3542 23.8532 16.9239 7.72366
internal_count=4034 2344 2104 2082 139 77 1943 1927 1804 107 1697 1598 1380 1242 1201 138 218 207 183 1145 56 1129 844 748 169 96 285 243 579 367
is_linear=0
shrinkage=0.0552071


Tree=636
num_leaves=31
num_cat=0
split_feature=4 2 4 4 3 3 1 0 2 0 3 1 0 3 3 4 1 2 1 1 1 2 2 3 0 1 2 0 1 2
split_gain=0.139979 0.396001 0.328424 0.803959 0.404486 0.40441 0.363829 0.3632 0.338107 0.324685 0.29934 0.248884 0.491235 0.623678 0.211736 0.201629 0.705177 0.947114 0.505957 0.583405 0.602272 0.208898 0.637137 0.716686 0.70587 1.06738 0.662897 0.808094 0.831681 0.612623
threshold=49.283271594150008 -0.2351 47.927946529500012 45.295823381400005 -1.0000000180025095e-35 -0.55648999999999993 70.206395618550019 75.994645973400011 -0.62218499999999988 67.04476885710001 -0.24338000000000001 58.167480110400007 82.250688042950017 0.11243000000000002 0.10507500000000002 43.961868063600001 62.00390986255001 -0.095204999999999998 62.095317438950012 62.272755675600003 69.238550691600025 -0.06828999999999999 -0.075639999999999999 -0.25095999999999996 85.925810307250018 65.536543845950021 -0.079634999999999997 86.83719761350001 70.776348742200014 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 -4 -6 9 -5 -1 -3 -9 13 -13 -11 21 -17 18 -18 -20 -21 22 23 -14 -24 -26 29 -28 -29 -25
right_child=1 10 4 8 6 -7 -8 11 -10 14 -12 12 15 -15 -16 16 17 -19 19 20 -22 -23 24 26 25 -27 27 28 -30 -31
leaf_value=0.049754924984213529 0.035406493766330288 -0.0050495684565520687 0.034520750165565731 0.038525007052088778 0.067105376204464467 -0.016152385249038365 0.010709225147283383 0.024103709375658897 -0.069576292429625361 -0.065932036609146635 -0.072464993826788046 -0.07108987178279956 -0.042375330828149135 0.035853436064211673 0.065902909087443354 -0.083474645810530421 0.064529921352516895 -0.070568528680235137 -0.073511964440599181 0.067300778816761622 -0.065276727682508015 0.0043214388547968864 0.0083709549240141793 0.0023894191158564653 -0.057733351705208928 -0.004957359546372558 0.046618586455512159 -0.028992736939532724 0.025684329471378248 -0.014851243859055015
leaf_weight=0.14271618936618224 0.41189866192871694 0.54837304801185371 1.0365339308045802 0.13926524834823795 1.0227405950427044 1.8090081378759353 0.89962403601384711 1.9529765308834601 0.92582703422340162 0.71225862939172657 0.55395143916757561 0.82340604154160135 1.5455071429027913 0.31562090234365314 0.054900143295526505 0.52638018503785078 0.72761456388980206 0.60585930222077844 0.35218873620033242 0.49227806925773621 0.2022739396779798 65.048060298766359 3.2830351124866848 72.500882299889767 2.8879281282424927 3.6047376047063153 2.9699316266924418 1.9425486330874262 2.9040521170027205 9.7875346757791686
leaf_count=15 12 15 8 5 11 42 37 32 211 345 228 82 79 16 1 9 7 67 6 6 117 1114 17 1165 26 56 76 25 30 174
internal_value=0.00087673 -0.0187074 0.0010422 0.00058442 0.0177914 0.00230611 0.0407132 0.000928589 -0.0554416 -0.0398316 -0.0389279 0.00114362 0.000880654 -0.0414562 -0.0564975 0.00116535 -0.0157243 -0.00074147 0.0231012 -0.00569689 0.0286903 0.00146024 -0.000374738 0.00129961 -0.0160723 -0.028432 0.00204873 0.0200502 0.00376941 0.000338783
internal_weight=180.73 1.51422 179.216 174.448 4.76791 2.84554 1.92236 173.383 1.06509 0.909875 1.10232 172.473 170.52 1.13903 0.767159 169.381 2.90659 2.38021 1.77436 1.04674 0.694552 166.474 101.426 91.6505 9.7757 6.49267 90.1049 7.81653 4.8466 82.2884
internal_count=4034 255 3779 3681 98 50 48 3465 216 361 243 3104 3072 98 346 2974 212 203 136 129 123 2762 1648 1549 99 82 1470 131 55 1339
is_linear=0
shrinkage=0.0646839


Tree=637
num_leaves=31
num_cat=0
split_feature=0 0 4 1 2 2 1 1 3 2 1 3 0 2 2 1 2 3 3 3 3 3 0 2 3 2 2 1 2 1
split_gain=0.129957 0.658586 0.897753 0.56828 0.733408 0.678354 0.808921 0.814486 0.792086 0.590028 0.760439 0.586778 0.756936 0.46547 0.404774 0.347458 0.519058 0.276053 2.00581 0.751089 1.28025 0.7093 0.688033 0.589008 1.0411 1.66308 0.846373 0.635783 0.987894 0.859825
threshold=97.878695155250014 97.521130223850008 40.636252116050009 78.10777406390001 -0.59681499999999998 -0.08786999999999999 72.752365468100024 77.543197856500015 0.088145000000000015 -0.093879999999999991 72.378669787950017 0.085495000000000029 98.413698323200009 -0.59681499999999998 -0.50001499999999999 83.468559576050012 -0.60918499999999998 0.09013000000000003 0.089415000000000022 0.089305000000000023 0.088555000000000023 0.090735000000000024 89.493394246350007 -0.037054999999999998 0.08766000000000003 -0.090495000000000006 -0.30094499999999996 69.64719632740001 -0.097294999999999993 67.940025414550021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 -3 4 -2 8 -7 -8 11 10 -10 12 -6 15 -15 -5 -17 18 19 20 23 -19 -20 24 26 -26 -1 29 -29 -28
right_child=3 2 -4 13 5 6 7 -9 9 -11 -12 -13 -14 14 -16 16 -18 21 22 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.042842891589824413 -0.077524834503244905 -0.0067925539730891039 0.047661366001098604 0.062080940487755344 0.067493226792366384 0.01793119817898409 -0.068624989721362259 0.0036623053475603263 0.0092789191914995749 0.021208617694536941 -0.069628344160344344 0.064323143255978932 -0.064145194731685645 -0.063621187119315095 0.0023848994576759087 -0.068155495794261833 0.06245142010524482 0.03085035947083126 -0.086962890461098119 0.052084129768048645 -0.043505239757640028 0.0020805513996555581 -0.019869146289452681 0.010614349002370576 -0.002900412232284297 -0.071201541633348103 0.0033149719147064784 -0.044957912016843363 5.4387818383730378e-05 0.04717875179019556
leaf_weight=1.6209318383771378 0.65570151302381319 1.979959632270037 2.6044659891631454 0.8414383104245633 0.2822046730434512 0.96673431323143022 1.9250052956631409 0.82826153677888203 0.79901512712240252 1.0777376443147657 1.0501006096601484 1.102040692232549 0.38191650118096732 0.35476328337017449 12.767277609531446 0.23071917615743587 0.22166667335113743 3.3368549873703151 1.3048308622092002 1.01053837686777 2.5226867443416259 69.417920125910314 1.005396671593189 16.952637192021939 3.7957720881095156 2.0343607882969073 37.82210149507592 2.5365652047330514 6.3373919000150618 1.7365423018345598
leaf_count=89 18 23 23 18 2 19 97 12 7 7 38 6 51 100 1029 42 15 30 43 10 41 774 11 432 46 47 713 189 77 25
internal_value=0.000746472 0.00138277 0.0241434 -0.00348077 -0.0154353 -0.0105961 -0.0300364 -0.0468789 0.00481355 -0.0146387 -0.035532 0.0370496 -0.00820815 0.00403959 0.00060038 0.0389202 -0.0041588 0.000693735 -0.00180879 -0.000116108 -0.000816095 0.00340006 -0.0577641 0.000662444 -0.00235652 -0.0267333 0.000482837 0.00193285 -0.0128121 0.0052405
internal_weight=179.504 156.019 4.58443 23.4846 9.06872 8.41302 3.72 2.75327 4.69302 2.92685 1.84912 1.76616 0.664121 14.4159 13.122 1.29382 0.452386 151.435 78.6798 76.3695 75.359 72.7548 2.31023 72.8363 55.8837 5.83013 50.0535 48.4326 8.87396 39.5586
internal_count=4034 2573 46 1461 257 239 128 109 111 52 45 59 53 1204 1129 75 57 2527 1723 1669 1659 804 54 1618 1186 93 1093 1004 266 738
is_linear=0
shrinkage=0.0609531


Tree=638
num_leaves=31
num_cat=0
split_feature=4 0 2 3 3 4 4 0 4 1 4 0 2 2 2 4 4 1 1 0 1 4 0 4 3 4 3 4 2 3
split_gain=0.122132 0.394275 1.08373 1.23112 1.29117 1.12229 1.00379 0.756887 0.888611 0.716728 0.514986 0.393864 0.305447 0.83997 0.300575 0.528469 0.667505 0.314377 0.300262 0.888082 0.908832 0.735836 1.27197 0.61033 0.479809 1.32272 1.255 1.07081 0.943863 0.921525
threshold=42.141702038450013 86.329079026800017 -0.102645 0.087555000000000022 0.087795000000000026 42.686561923500008 42.865207177650007 86.83719761350001 43.218894539100006 62.036171360100006 43.969738121350005 87.350693116400024 0.15844000000000005 0.096390000000000017 -0.23349 48.96897326980001 43.572676689450006 55.887667615750004 61.987779113750001 85.495657006400009 62.00390986255001 41.646178195200001 85.764502819450016 41.898943182100005 0.092075000000000032 41.385032804600009 0.087125000000000022 40.467253020850002 -0.037054999999999998 0.081280000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 14 -4 -5 -6 -7 8 9 -3 -8 -9 13 -13 15 16 -2 -18 21 -20 -21 24 -23 -22 25 26 28 -26 29 -1
right_child=1 7 3 4 5 6 10 11 -10 -11 -12 12 -14 -15 -16 -17 17 -19 19 20 23 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.014130395502697145 -0.062444665306846635 0.0077564279962562223 -0.059715741741486188 0.066215404518622512 -0.063103492467348615 0.034065978240770255 -0.062917849225831907 -0.026753480826596381 -0.015079772348083066 0.053672607178797301 0.0065440214152957749 2.8556160922983424e-05 0.034002188591426542 -0.064478662906542472 0.019243594994609599 -0.037894130525565742 -0.024326205132844218 0.031405495730152305 -0.060216967732308474 0.026833054359984156 0.0008382914163595727 -0.0039476514042242356 -0.086109018605593612 0.018216899477098623 0.020681454368480824 0.051152754510670827 -0.0768103858058823 -0.010949437451789961 0.026498927112570764 -0.096862633492600853
leaf_weight=2.6515366189996747 0.36634645466983862 2.0430723764002314 2.3380097626431944 0.6517045497894286 1.3833830216899512 1.4259632392786445 0.84114908694755264 2.0608777478337315 1.7651723930612204 2.486477080732584 0.60566448513418436 23.590072690506538 0.81281684063287585 0.68528970243823906 3.2084229220636189 1.1122381016612051 0.40872526989551294 1.8243508416926486 0.73174959956668217 5.1413558498024932 93.618813210688131 1.8069475892989424 0.94763334374874819 7.1781003927899283 7.308011170011012 0.91383661600411858 1.1547386856400406 6.8314163042232394 1.563721663551408 0.53354474750813086
leaf_count=197 29 12 185 2 50 15 48 23 11 65 10 929 27 94 42 31 36 81 79 27 1661 43 12 101 76 10 34 52 42 10
internal_value=0.000633084 -0.00185675 -0.00988797 -0.0254134 -0.00907246 -0.0206006 -0.000133313 0.00154508 0.01949 0.0329619 -0.0338398 -0.0026156 -0.000632783 -0.00179247 0.00636839 -0.00476115 0.00941576 0.0212048 0.00154227 0.00284182 0.00327739 -0.00430402 -0.0322129 0.00207588 -0.00063566 -0.0131519 -0.0231059 0.0053991 -0.0100469 -0.0279892
internal_weight=177.991 47.6097 14.166 7.24587 4.90786 4.25616 2.87278 33.4438 6.29472 4.52955 1.44681 27.1491 25.0882 24.2754 6.92008 3.71166 2.59942 2.23308 130.381 106.67 105.938 23.7114 2.75458 100.797 20.9568 6.81738 5.90354 14.1394 4.7488 3.18508
internal_count=4034 1690 529 310 125 123 73 1161 88 77 58 1073 1050 1023 219 177 146 117 2344 1868 1789 476 55 1762 421 293 283 128 249 207
is_linear=0
shrinkage=0.0574375


Tree=639
num_leaves=31
num_cat=0
split_feature=2 2 2 4 2 4 3 2 1 3 3 4 2 1 4 0 0 1 1 1 4 1 2 1 0 1 3 1 4 2
split_gain=0.113817 0.731767 0.580572 0.539463 0.534622 0.824229 0.972186 0.698301 0.632913 0.580786 1.07094 1.15401 0.702608 0.556191 0.699099 0.491902 1.26945 0.725339 0.990226 1.17578 0.794448 0.625751 0.776178 0.768406 0.453519 0.47736 0.736096 0.437477 0.641051 0.387703
threshold=-0.11572 -0.11103999999999999 -0.10946499999999999 33.151194885250007 -0.12546499999999997 40.664404858950007 0.086230000000000015 -0.13509999999999997 62.181348099150007 0.12201500000000003 0.11379500000000002 38.903925214650009 -0.14429 78.285212300550015 35.782584506850007 95.620390325650007 97.39208423365001 68.34060567600001 65.020359884900017 62.213609596700003 42.865207177650007 62.116825104000007 -0.14138499999999998 62.084563606450011 102.21786657775002 83.116371560950014 0.092465000000000033 81.479100559500012 42.402981339000007 -0.23080999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 -7 10 11 12 13 14 -5 17 -17 18 19 21 -20 22 23 29 25 26 -18 -4 -29 -13
right_child=1 2 27 4 5 6 -8 -9 -10 -11 -12 15 -14 -15 -16 16 24 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.068635220357890922 -0.046665162153168488 0.050064668511827913 0.00019808471305086489 -0.012916593173224774 0.037761119338014335 -0.016317486894166948 -0.03011489544565291 -0.035974609970190023 0.054615014887977049 -0.027377829278992356 0.058167854266722462 -0.0014110870358964983 0.049273410299951755 0.02096080916233195 -0.072357844803864022 -0.075517808144062198 0.020980020226205969 0.041116156291819944 -0.06725049135956547 0.045766572261603508 0.0075645624989178813 -0.032798281691862635 0.044597312498988406 0.04508245229658768 -0.062667195451294733 0.051385441122694039 -0.027174981737808253 -0.065802890865859831 0.017713607873376076 -0.045241554750976368
leaf_weight=0.38410718599789007 1.2521208652105986 0.86020309580817311 128.72493912475329 1.2793662876356404 3.9957700730301422 0.7307868488132957 2.102125255856663 1.8298798020550808 1.2964709537336601 2.2300638989690915 1.3381922516564362 5.9767431159853031 0.389667643186839 0.52430505610755052 1.7280177553402607 0.87646550731733341 2.7263608622888569 2.7295249230955951 1.1114724660292261 3.1631999904057002 1.0033571637177372 1.5080798640847195 1.8809801265597386 1.249140679836273 0.3661700109942102 0.78613456338644017 2.0784205836243927 0.88487838174114475 0.55601724653388374 0.85734264936763871
leaf_count=114 30 15 1921 27 32 8 17 31 66 43 23 149 9 82 116 26 111 111 12 93 34 7 18 5 313 6 41 332 171 71
internal_value=0.000605227 -0.000289123 0.000154059 0.00328527 0.00391659 0.0180257 -0.00107113 0.000699371 0.0290452 0.00268467 0.00480805 0.00244634 -0.028401 -0.0369712 -0.047071 0.00704337 -0.00702734 0.0119794 0.00723145 0.012865 -0.0317553 0.00379326 0.00933138 0.00112494 0.00304966 0.0073537 0.000149448 -0.000175776 -0.0335753 -0.00690966
internal_weight=176.42 132.278 131.026 44.1421 43.758 8.12515 4.12938 35.6329 2.02726 33.803 31.5729 30.2347 3.92136 3.53169 3.00738 26.3134 6.83355 19.4798 16.7503 14.6355 2.11483 11.4723 9.96421 8.08323 5.95709 5.59092 4.80478 130.166 1.4409 6.83409
internal_count=4034 2469 2439 1565 1451 123 91 1328 74 1297 1254 1231 234 225 143 997 497 500 389 343 46 250 243 225 471 158 152 2424 503 220
is_linear=0
shrinkage=0.0609531


Tree=640
num_leaves=31
num_cat=0
split_feature=2 2 2 2 3 4 1 4 4 3 3 1 2 2 1 2 1 4 2 2 3 3 0 1 3 4 1 2 4 3
split_gain=0.545618 0.617409 1.1183 2.03432 0.992815 2.54779 1.65079 1.35131 1.92145 3.89651 1.7424 1.41517 1.40675 1.32788 1.39181 1.27649 1.18299 1.05493 1.04721 0.996195 0.97369 2.41315 0.955395 2.65161 1.54171 1.4764 1.40759 1.29572 1.02727 0.981579
threshold=0.36215000000000008 -0.06828999999999999 -0.077085000000000001 -0.078649999999999984 0.083950000000000011 37.627645350900004 61.049507226200006 36.491284729650012 39.792680591700012 0.096010000000000026 0.088350000000000026 69.563854125350005 -0.08262499999999999 -0.080574999999999994 61.907125369850007 -0.11963999999999998 75.634392583900009 40.00488309970001 -0.23783499999999999 -0.12546499999999997 -0.14860999999999999 0.082535000000000011 86.329079026800017 63.705703859100005 0.10507500000000002 39.861052345600008 65.29995953045001 -0.055334999999999995 41.50623664750001 0.093325000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 9 10 15 -6 -10 14 -14 -9 17 -7 -19 -12 -4 -22 24 27 29 -26 -25 -24 -29 -3
right_child=-2 22 20 -5 7 16 -8 8 12 -11 19 -13 13 -15 -16 -17 -18 18 -20 -21 21 -23 23 26 25 -27 -28 28 -30 -31
leaf_value=0.00074531031751804181 -0.0012049331279991491 -0.00033066099498385419 0.00082435464643572961 0.0014471507078373696 0.0014208881294742431 0.0010224969380421183 -0.0026025073990842574 -4.878877627326793e-05 0.00034587405795251575 -0.0023955991148824495 -0.00060675853478892852 -0.00035779890862583662 0.00079834607963876945 0.00013439126549855097 -0.0024094329303856439 -0.0023380363228167863 -0.0015626901670766304 -0.0015539815204367673 4.2900635047169242e-05 0.0011119894317324324 -0.0024584373602886821 -0.00023725935181942337 0.002145479404238637 -0.0015821289164804073 0.0003634339121581379 -0.0025298715699776713 0.00022370963345235309 0.0012128021537071553 0.00015280265206743917 0.00062313770068284319
leaf_weight=0.72978371553472543 1.1377682391030237 8.4384189865668358 2.0675779506564149 4.4019659276236771 6.2600749294506368 3.9262797455303433 2.5274503337677743 2.2278896173229445 61.161586677088046 3.3371826272050376 1.7732986664632324 2.3711669549229555 0.68832846358418498 3.9808726574992823 2.126902527466882 1.6155256299825831 1.7887358904990822 1.7105115587473907 20.517194590705909 4.8222086280002268 2.2764954685117091 10.811169458596849 3.3384043574333218 1.7235539574176062 1.1006947383284562 1.765983374789357 44.659807077783626 8.8581147454678995 5.8274918012320986 8.1595185454934818
leaf_count=78 109 241 7 88 59 44 144 29 622 88 35 103 3 32 76 38 419 193 354 35 34 105 18 25 8 43 822 75 37 70
internal_value=0.000149483 0.000156332 7.71471e-05 0.00013769 9.02736e-05 -0.000211293 -0.00185243 0.000194394 0.000116475 -0.000551253 3.83591e-05 0.000932249 0.000251835 -0.000594474 -0.00162513 -0.00101104 -1.99885e-05 8.55207e-05 -7.99859e-05 0.000649879 -0.000426074 -0.000623616 0.000289567 0.000404612 -9.11106e-05 -0.00141895 0.000156607 0.00104284 0.000792177 0.000138225
internal_weight=226.132 224.994 141.122 125.967 121.565 31.2 3.25723 90.365 81.7338 13.7761 10.4389 8.63124 67.9577 6.7961 2.81523 3.84342 27.9427 26.154 22.2277 6.59551 15.1552 13.0877 83.872 64.4074 19.4646 2.86668 46.3834 18.024 14.6856 16.5979
internal_count=4034 3925 2586 2440 2352 1232 222 1120 958 225 137 162 733 111 79 67 1010 591 547 70 146 139 1339 977 362 51 847 130 112 311
is_linear=0
shrinkage=0.00196078


Tree=641
num_leaves=31
num_cat=0
split_feature=4 0 2 0 0 3 3 4 4 4 0 1 0 3 4 0 3 0 1 0 1 4 1 1 2 2 4 3 3 2
split_gain=0.887486 0.917793 1.49549 1.10949 1.11231 0.760785 2.2037 0.992568 0.87746 0.981249 0.765558 0.702053 2.89469 1.27675 1.2875 1.69149 1.05513 0.911124 0.997865 0.862214 1.16574 0.779382 1.01195 1.38421 0.844289 0.736229 0.71363 1.08982 1.26203 1.38235
threshold=42.094663496250007 86.20003303655001 -0.116995 86.83719761350001 86.643628628100018 0.087555000000000022 0.087795000000000026 42.686561923500008 42.779078631750004 44.262924377150007 67.04476885710001 71.015621515800021 96.163458868000006 0.099465000000000012 38.244973486750006 97.39208423365001 -0.059734999999999996 98.674478761850011 75.951630643300021 85.121961326250016 61.778079379550007 35.171584490050009 58.167480110400007 57.041016153700006 -0.075639999999999999 -0.031449999999999999 41.965809985500009 0.087715000000000029 0.088220000000000021 -0.016679999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 -3 10 -7 -8 -9 -10 -4 19 16 14 15 -14 -13 -15 -19 20 21 -1 23 -23 -24 -20 27 -16 -29 -30
right_child=1 3 5 -5 -6 6 7 8 9 -11 -12 12 13 17 26 -17 -18 18 25 -21 -22 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0013833154619162672 0.00018234670550373199 0.00021891604421608358 0.001776297502492185 -4.0614971748785051e-05 0.0015897999897534223 0.002388675810005814 -0.0022025468739284388 0.0009303899913365119 -0.0021391786999028868 0.00077021291704560887 -0.002165956357017107 0.00035544230189301989 0.00087869241174986156 -0.0018187573623715276 -0.00010899598408926411 -0.001777133954802245 -0.0021937788898657566 0.0016657796626223644 -0.0016370899160207941 0.00037704339598757306 -0.0021460942096771366 -0.002041440239583291 -0.0023773236530650532 0.0014245338916814118 -0.00031596250756473312 7.7803053027536965e-05 0.001586333160435803 0.0021633247257460387 0.00012000899175756048 0.0014173367924668213
leaf_weight=1.3089903759537245 8.2565760067955143 6.4874353837221843 0.2052983869798467 35.171928549636505 3.5049329660832882 0.81938752532005299 1.8910465012304483 1.182800464332104 1.371704761637375 0.66020418889820565 2.4434686168387998 0.79998411401174996 1.5366989290341728 1.7163708109874267 9.940141522783966 2.3049083731493738 2.8414973550825371 0.93305097520351399 1.5654335285362315 110.85116011928767 1.1077977073728105 0.56946168959257226 1.1121808567550036 1.9949933206662533 2.4395060003735125 2.4989634575031237 2.1274699441855764 2.0196753626805757 10.44762402359629 4.5256211496889565
leaf_count=77 208 45 4 1080 58 2 52 10 60 7 180 13 13 37 278 304 113 7 96 816 145 89 35 18 30 51 19 10 135 42
internal_value=0.000177175 -2.24471e-05 -0.000413264 0.000123191 0.000699769 -0.000986831 -0.000596311 -0.00107535 -0.000412279 -0.00119386 -0.0018604 0.000253266 3.92521e-05 0.000193034 0.000352042 -0.000714765 -0.00163375 -0.000586214 -0.000162897 0.000330811 -0.000269788 1.01485e-05 -0.00028374 0.000654881 -0.00096146 -0.000582701 0.000493067 0.000406709 0.000708375 0.000512123
internal_weight=224.636 61.9948 16.8305 45.1643 9.99237 8.57391 5.92514 5.10576 3.21471 2.03191 2.64877 162.642 43.2574 39.616 32.9021 3.84161 3.64148 6.71382 4.99745 119.384 8.53293 7.42513 6.11614 2.56446 3.55169 4.0644 29.0605 26.9331 16.9929 14.9732
internal_count=4034 1706 523 1183 103 315 131 129 77 67 184 2328 1118 992 801 317 126 191 154 1210 394 249 172 107 65 147 484 465 187 177
is_linear=0
shrinkage=0.00196078


Tree=642
num_leaves=31
num_cat=0
split_feature=4 2 3 4 4 3 0 3 2 0 4 1 0 4 1 2 1 1 1 2 2 3 3 3 2 0 1 2 1 1
split_gain=0.121058 0.367771 0.290466 0.266277 0.710294 0.38559 0.55141 0.334348 0.311546 0.301542 0.425563 0.250341 0.673746 0.162363 0.573128 0.800525 0.457105 0.492486 0.538996 0.179908 0.544795 0.635152 1.05799 0.523599 0.54477 0.681061 0.623712 0.551799 0.916704 1.27803
threshold=49.283271594150008 -0.2351 -0.24338000000000001 47.927946529500012 45.295823381400005 -1.0000000180025095e-35 95.620390325650007 -0.55648999999999993 -0.62218499999999988 75.462331263550013 44.952171034750002 58.167480110400007 81.87699236280001 43.961868063600001 62.00390986255001 -0.095204999999999998 62.095317438950012 62.272755675600003 69.238550691600025 -0.06828999999999999 -0.075639999999999999 -0.14860999999999999 0.092075000000000032 -0.25095999999999996 -0.079634999999999997 86.83719761350001 70.776348742200014 -0.083424999999999985 62.057679025150001 62.165217350350012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 9 7 -7 -5 -6 10 -1 -11 -13 19 -15 16 -16 -18 -19 20 23 -22 -23 -14 27 -26 -27 -25 -29 -30
right_child=1 2 -4 5 8 6 -8 -9 -10 11 -12 12 13 14 15 -17 17 18 -20 -21 21 22 -24 24 25 26 -28 28 29 -31
leaf_value=-0.06073329276455175 0.032003698600337825 -0.0040757749767404029 -0.066742064473306814 0.028938636860435563 0.036322131095018605 0.062953133668448569 -0.0041272484106065358 -0.014402490263846091 -0.063435763804233478 0.022053986879940587 0.058823834096041035 -0.052946628663319298 -0.03378329876022694 -0.074027724826523547 0.058219144311834413 -0.064449928741817361 -0.067123339258838566 0.061782583241552967 -0.06020552674136212 0.0036397041882040861 0.018333656274850545 -0.056094956262446691 -0.0074488817495205126 0.0020316889932934512 0.040925499496717484 -0.023236707394758277 0.02106160674346037 0.0049184292113823571 -0.082479309946702398 -0.012836950575803975
leaf_weight=0.56874530683853564 0.40507215211982828 0.53582988593552716 0.52090137193044839 0.98606973653659213 0.12874161972285947 1.103295825421809 0.72525268728350045 1.7883724573766815 0.84924300231432326 1.9803126552142192 0.13076090373215266 0.83239842974580724 1.5155289321478296 0.46451169811189119 0.66499859606847211 0.52882426574251407 0.31705410778522491 0.42509738355875015 0.18590791025781073 64.552189307874869 1.7811755463480947 2.2242938898343692 5.6569127955626755 70.826744305013548 2.720267197117237 1.8871526084840295 2.8477972006439813 4.8766974606551212 1.2992847752757368 3.4123173585794575
leaf_count=338 12 15 228 8 5 11 37 42 211 43 6 97 79 9 7 67 6 6 117 1117 7 35 57 1169 76 25 30 57 24 93
internal_value=0.000716949 -0.0164086 -0.0349663 0.000859773 0.000477275 0.0150426 0.0363472 0.00100146 -0.0503037 0.000769928 -0.0383841 0.000931991 0.000681552 0.000950165 -0.0139053 -0.000743602 0.0204041 -0.00669224 0.0246658 0.00118502 -0.000414762 -0.0138945 -0.0211781 0.00104236 0.00164301 0.0170963 0.00340615 0.000210356 -0.0132435 -0.0320417
internal_weight=176.742 1.4618 1.05673 175.28 170.677 4.60299 1.82855 2.77444 0.977985 169.699 0.699506 168.999 167.019 166.187 2.58639 2.12188 1.59306 0.928059 0.611005 163.6 99.0482 9.66238 7.88121 89.3858 87.8703 7.45522 4.73495 80.415 9.5883 4.7116
internal_count=4034 255 243 3779 3681 98 48 50 216 3465 344 3121 3078 2981 212 203 136 129 123 2769 1652 99 92 1553 1474 131 55 1343 174 117
is_linear=0
shrinkage=0.0597579


Tree=643
num_leaves=31
num_cat=0
split_feature=0 0 4 1 2 2 1 1 3 3 0 2 1 1 2 2 0 0 0 2 1 1 2 1 2 4 2 2 3 3
split_gain=0.11622 0.57541 0.807635 0.499589 0.63107 0.557273 0.725746 0.748374 0.672931 0.523745 0.672707 0.517238 0.651851 0.397267 0.722482 0.332441 0.269684 0.63068 0.921058 0.350459 0.442936 0.401943 0.568509 0.317723 0.294164 0.26277 0.325525 0.968077 1.00653 0.828256
threshold=97.878695155250014 97.521130223850008 40.636252116050009 78.10777406390001 -0.59681499999999998 -0.08786999999999999 72.752365468100024 77.543197856500015 0.088145000000000015 0.085495000000000029 98.413698323200009 -0.093879999999999991 72.378669787950017 83.740093847200015 -0.59681499999999998 0.20949500000000004 99.642323688800005 100.27142289135001 101.10215645365001 -0.041369999999999997 78.895492296100016 82.457699319000014 -0.084794999999999995 78.962703749400006 0.061925000000000015 35.419594101850009 -0.26894999999999997 -0.116995 0.094375000000000028 0.08895500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 -3 4 -2 8 -7 -8 9 10 -6 12 -10 14 -5 -15 -16 -18 -19 21 -21 22 -20 -24 -22 26 -1 28 -28 -29
right_child=3 2 -4 13 5 6 7 -9 11 -11 -12 -13 -14 15 16 -17 17 18 19 20 24 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.038317038187764364 -0.072804369881545442 -0.0062462429202454232 0.043911196518538462 0.053897710883832092 0.063921229594427406 0.016509508406868004 -0.0650452253947469 0.0025546058848290093 0.0063700517053143077 0.060587061031319604 -0.061472162020791858 0.018550241978547554 -0.066237587337374018 -0.061695453103737308 -0.038027346807977938 0.034034997775448661 0.039475055079852869 -0.054053805975895326 -0.065126897436880604 0.050670221852644859 0.030698273559371762 0.024824100084805178 0.022163483569833432 -0.026275938419034087 -0.0019710426682408898 2.7352329408383659e-05 -0.071757025061221294 0.043216383665602667 0.06079537064149803 -0.0050764416233866775
leaf_weight=1.2743650226329917 0.59306065677810682 1.9627547324635077 2.5122451118659228 0.98883770014799743 0.25339313328731783 0.94466659979662138 1.7625331903400367 0.82531557913171116 0.7737398222088816 0.98543213121592999 0.34924244467401877 1.0639392398297784 0.93998392089270055 0.53848437573833585 0.55555079801706142 0.16195885006163735 1.4834282934898499 1.0262099733226921 0.74234605560922862 0.90917756990529852 1.2633726831991223 0.84123149122842722 0.84207079745829094 1.0373073693917829 3.7660778004865278 141.06969647143706 0.89648625728295861 2.251239256002008 0.25186835462227464 2.6583677104790695
leaf_count=22 18 23 23 21 2 19 97 12 7 6 51 7 38 692 13 63 15 25 117 19 31 83 8 36 81 2350 87 25 2 41
internal_value=0.000633308 0.00121354 0.0219119 -0.00328347 -0.0145186 -0.010142 -0.0274422 -0.0434863 0.00385635 0.0342762 -0.00874739 -0.0135355 -0.0334555 0.00345574 0.00569498 -0.0395603 0.00187164 0.00373257 -0.00135205 0.00440049 0.0130381 -0.0104122 -0.0217184 -0.00457226 0.00623533 0.000589393 0.0114027 0.00574098 -0.0426843 0.0170676
internal_weight=175.524 152.877 4.475 22.6474 8.49131 7.89825 3.53252 2.58785 4.36573 1.58807 0.602636 2.77766 1.71372 14.1561 13.4556 0.700443 12.4668 11.9112 10.4278 9.40158 5.93863 3.46296 2.62172 1.87938 5.02945 148.402 7.33233 6.05796 1.14835 4.90961
internal_count=4034 2573 46 1461 257 239 128 109 111 59 53 52 45 1204 449 755 428 415 400 375 131 244 161 44 112 2527 177 155 89 66
is_linear=0
shrinkage=0.0585862


Tree=644
num_leaves=31
num_cat=0
split_feature=1 0 4 4 4 1 2 2 0 3 3 0 1 0 1 4 3 3 3 3 0 1 0 4 0 0 1 3 4 1
split_gain=0.565756 1.68437 0.886782 0.884686 0.842141 1.15144 0.955694 0.659624 1.75311 1.36522 1.04222 1.04815 1.00658 0.755551 0.802033 1.78259 0.874453 1.48499 0.75632 2.44163 1.04867 0.674909 0.627512 0.607104 0.619043 1.11653 0.878136 0.812937 0.54653 0.537977
threshold=70.171445662850019 94.625660817400004 38.244973486750006 38.400997490450003 39.110279783550006 70.206395618550019 -0.16048499999999999 -0.079634999999999997 95.117648655250022 0.10608500000000003 0.075810000000000016 96.959242474650011 81.320481529800006 102.21786657775002 78.285212300550015 39.952536079750011 0.087475000000000011 0.084360000000000018 0.09062000000000002 0.10010000000000002 97.521130223850008 75.499969677400017 98.142164052000012 37.828051409500013 95.117648655250022 96.531777631850005 73.037342029850024 0.092835000000000015 42.094663496250007 78.468027453400012
decision_type=2 2 2 2 2 2 2 2 2 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 23 -4 -2 -6 -7 8 -5 10 11 -9 28 14 15 -10 17 29 20 -20 -17 -11 -22 24 -3 -26 -27 -28 -12 -16
right_child=1 2 3 7 5 6 -8 9 13 21 12 -13 -14 -15 16 18 -18 -19 19 -21 22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.000202091516888616 -0.0023087152320802372 0.0012863079627906675 0.0014624227166223989 -0.0019949787406984129 0.0019781896934596326 0.0009383610974002764 -0.0019670932298189348 2.0387852965748241e-05 -0.002114652260207807 4.0945515128046307e-05 0.00086582801792169149 -0.0026831059120434662 -0.00086662218723850047 -0.0012456142279896217 0.0021594807579762847 -0.0001843855046304939 0.0014914030355230991 -0.0027231679666974164 -0.0016735500709904401 0.0010028784467407297 0.0016746448003148243 -0.0024866501194279063 0.00029635463340806512 -0.002018560206538018 -0.0023675507119155742 0.00074347986580646972 -0.0020448444484255372 -0.00021062146315586433 0.00020971295992740021 -0.00028902750965781288
leaf_weight=151.73836031886458 1.4959415317280207 0.77585414005443087 1.8020088091725472 1.6327388257486735 0.51885141432285342 0.55427242047153447 1.4648022568435406 1.886971479980285 1.3901801225729347 0.65524615813046583 14.643193827942019 0.69770572455308855 1.6451848363140005 1.5374234118280572 0.64107543230056652 4.9263639941345883 2.7496227566152811 0.56730531156063069 2.7239818889647713 2.1792375380173326 2.6184577886015177 0.87801015781587921 2.1257977733621374 0.81780211967998262 0.97213341575115908 2.2799606155604124 1.1684732317089581 3.2325858123076614 6.5159029741189434 0.63387442717794329
leaf_count=1916 44 13 17 148 4 24 150 15 41 14 105 75 207 437 2 49 21 6 48 23 13 33 43 55 18 16 232 130 70 65
internal_value=0.000138824 -7.22841e-06 6.99138e-05 0.000164784 -0.0011871 -0.000525984 -0.00116949 0.000118615 -0.000110492 0.000320523 0.000424817 -0.000709391 0.00055337 2.87754e-05 0.00012409 -7.55656e-05 0.000818208 -0.000186557 0.00011894 -0.000484011 0.00042465 -0.00140647 0.00105706 -0.000468212 -0.000317793 -0.000480412 -0.000205821 -0.000697604 0.000663779 0.000942141
internal_weight=217.469 65.731 61.6971 52.4503 4.03387 2.53793 2.01907 50.6483 23.7261 26.9222 25.389 2.58468 22.8043 22.0933 20.5559 15.964 4.59188 1.84226 14.5738 4.90322 9.67062 1.53326 4.74426 9.24681 8.42901 7.65315 6.68102 4.40106 21.1591 1.27495
internal_count=4034 2118 1896 1432 222 178 174 1415 896 519 472 90 382 748 311 217 94 73 176 71 105 47 56 464 409 396 378 362 175 67
is_linear=0
shrinkage=0.00188464


Tree=645
num_leaves=31
num_cat=0
split_feature=1 0 4 0 1 1 2 1 1 2 2 1 4 1 0 4 1 4 2 0 0 2 4 1 2 4 4 2 1 2
split_gain=0.122373 0.955118 0.511578 0.837564 0.650509 0.475373 0.410967 0.501204 0.399709 1.10595 0.456702 0.384739 0.44903 0.377665 0.368435 0.302899 1.14817 0.978363 1.41552 0.714154 0.935979 1.07009 1.05489 0.91457 0.712703 0.679382 0.467533 0.975058 1.0981 0.706523
threshold=64.665483411650015 89.705782438650019 38.625745710700009 85.812895065800021 63.353515844050008 62.391047833300007 -0.30094499999999996 61.982402197500001 65.29995953045001 -0.11347 -0.18231499999999998 61.853356207250009 35.171584490050009 60.613977009100005 81.87699236280001 41.975471476700008 62.154463517850012 42.47354681640001 -0.080574999999999994 86.20003303655001 85.683849075550015 -0.097294999999999993 42.719328117250008 57.576019321700009 -0.087234999999999993 41.806790701050012 41.535369675400013 -0.083424999999999985 62.030794443850006 0.010890000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 7 -4 9 10 14 12 -1 -14 -2 16 26 18 -17 20 22 -22 -19 -24 -21 -18 29 -28 -29 -8
right_child=8 -3 4 -5 -6 -7 15 -9 -10 -11 -12 -13 13 -15 -16 17 25 19 -20 24 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.049340619590265374 0.043577405041312842 0.047851544450691459 0.002249927443254981 0.048950869586387329 -0.034238957078633607 0.022062662938260431 -0.0060004655580556815 -0.058735231185234958 -0.00037984781501399531 -0.080549812928598113 0.050082540499922883 -0.038372444411511678 -0.044467650170627183 0.012468514479737906 -0.075812339562059489 -0.085064073522693434 0.053101674825278646 0.06071696390584487 -0.0094472579830394681 -0.014157348694970609 -0.0042327928239008546 -0.071932297662612332 0.0051102051007782612 -0.067355526445378178 0.022451424269430285 0.0039859506174600217 0.030492074952068654 0.019306434970874937 -0.054236422446776997 0.024949463365517375
leaf_weight=0.91953734074195326 0.16711718740407389 1.8887349469587196 1.1604240880114951 2.425565592944622 2.256642233231104 4.2373362028738475 31.912458369915839 1.0967482738196848 80.365896031930333 0.94855044671567057 0.64073874056339275 0.82770947397511907 0.68370311520993743 1.698069332167506 0.30649061314761639 1.4227690347470341 2.9277500770986071 1.1392406903178214 3.8082259862785603 3.0644675567746154 2.0841715075075631 1.8387095513753591 3.8563076323189307 0.8984669547935481 8.1223836960270983 1.9719873517751692 5.4852572600357234 1.9078076259684151 1.5313236154615877 3.4164013857953242
leaf_count=81 14 37 29 33 31 38 281 12 2466 39 5 66 57 16 53 33 41 24 64 26 21 60 167 102 98 9 31 36 12 52
internal_value=0.000711215 0.00232514 0.00137703 0.0187827 2.1094e-05 0.000965288 -0.000186065 -0.0273824 -0.00110151 -0.0292157 0.0144808 0.00106055 0.0109473 -0.00387538 -0.0336845 0.000628217 0.00362364 -0.00498396 -0.0300141 0.00124982 -0.0114826 -0.0359645 0.00481184 -0.00858299 0.012423 0.0333342 0.000334079 0.0135624 -0.0134396 -0.00300752
internal_weight=175.011 92.5822 90.6935 6.55458 84.1389 81.8822 77.6449 2.25717 82.4288 2.0629 1.11435 4.12902 3.30131 2.38177 0.473608 75.3877 49.153 26.2347 5.231 21.0037 9.8169 3.92288 5.89402 4.75477 11.1869 4.89974 44.2532 8.92439 3.43913 35.3289
internal_count=4034 1457 1420 253 1167 1136 1098 41 2577 111 72 220 154 73 67 1057 462 595 97 498 374 81 293 269 124 50 412 79 48 333
is_linear=0
shrinkage=0.0646839


Tree=646
num_leaves=31
num_cat=0
split_feature=4 3 3 3 4 1 4 4 2 3 3 1 2 2 0 3 3 3 3 2 0 3 1 0 4 4 1 4 2 3
split_gain=0.10915 0.304288 0.725788 0.78328 0.638617 0.871814 0.636541 0.754018 0.604072 0.551181 0.47975 0.424447 0.630145 1.757 0.433239 0.392401 1.00409 0.390664 0.888436 0.400753 0.48945 0.684077 0.793367 0.68312 0.533587 0.842467 0.620614 0.406433 0.423877 0.359059
threshold=42.141702038450013 0.088075000000000028 0.086520000000000027 0.086030000000000009 43.752965619700007 61.982402197500001 42.957059535450007 43.157831852650006 -0.23783499999999999 0.09091500000000001 0.09551500000000003 62.030794443850006 -0.085584999999999994 -0.13953999999999997 92.313586825200005 0.085820000000000021 0.085335000000000022 -0.25095999999999996 -0.55648999999999993 -0.23375499999999999 86.420486603250012 -0.15572 64.730006406800015 86.756543869550015 43.047778594550003 42.599563320500003 72.378669787950017 43.157831852650006 0.070580000000000018 0.08766000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 11 -8 -2 -6 -11 -7 13 -13 -14 16 17 18 -10 -19 21 -21 -23 -22 25 -25 -26 -28 -29 -4
right_child=1 4 29 -5 9 6 7 -9 15 10 -12 12 14 -15 -16 -17 -18 19 -20 20 23 22 -24 24 26 -27 27 28 -30 -31
leaf_value=0.0016472578320488012 -0.067310816915428326 0.021328009374652426 0.035829258810353787 -0.058042015224913646 -0.04382403856156479 -0.042599660705495819 -0.085714571527545427 -0.021223126956244714 0.013143644541826769 0.055456023857794058 -0.0059924831870598041 0.016840966712629579 0.019535109146600838 -0.083676031499483591 -0.024452973234735036 0.036670282865741033 -0.067986291333023904 0.048059817732733719 -0.076135727962326302 0.025442730699646806 0.057118587798724536 -0.062970214114124679 0.047897540567767793 0.0068056468301306416 0.026592283967418699 -0.055075949750212155 0.070365746512827121 -0.077695615059051204 0.00045876961398931369 -0.0017876751181580886
leaf_weight=128.02434832124436 0.56610055086731037 2.5691618452547145 3.6455460594661409 1.0679665118477704 0.48913271767742061 1.6593828026670951 1.2639307640638429 2.1009609687025659 1.1423960120664558 1.5170678914873863 0.87039570085471485 1.6335661163466286 3.7827031607739627 1.4106839231681059 1.3129486945363167 1.3127865263741103 0.91667236028297239 0.93957554799273069 0.84340384724056683 0.93432445538928766 1.1807255204766978 1.5869975837267531 0.34141259640455235 2.8853645890194439 5.1910086735442746 1.4334701926272826 0.17682212591171254 0.57610997586834833 0.63509498994244495 1.5847213934175668
leaf_count=2344 211 42 51 24 78 28 39 42 25 30 34 29 42 38 39 29 34 12 57 17 53 129 6 39 139 34 1 294 53 41
internal_value=0.000660218 -0.00211275 0.00236651 -0.00294438 -0.00860191 -0.013828 -0.0206891 -0.0454476 -9.65583e-05 0.0199816 0.0330538 -0.0121875 -0.00598774 -0.0297379 0.00820111 0.00179684 -0.000640496 0.00281476 -0.0247749 0.00626465 0.00363639 -0.0208923 -0.0433418 0.0094499 0.00428526 -0.0137336 0.0161138 -0.0230742 -0.0367154 0.0244317
internal_weight=173.595 45.5704 26.9605 21.7302 18.6099 15.7333 13.1642 3.36489 20.6623 2.8766 2.38746 9.79928 8.1399 3.04425 5.09565 20.0962 18.7834 17.8667 1.9858 15.8809 14.9413 2.86273 1.92841 12.0786 10.8979 4.31883 6.57904 1.38803 1.2112 5.23027
internal_count=4034 1690 1249 1157 441 299 257 81 1133 142 64 176 148 67 81 922 893 859 82 777 765 152 135 613 560 73 487 348 347 92
is_linear=0
shrinkage=0.0659776


Tree=647
num_leaves=31
num_cat=0
split_feature=4 2 3 4 3 4 1 1 2 2 4 0 4 4 1 0 2 2 1 4 0 4 2 2 2 1 0 3 3 3
split_gain=0.121428 0.276442 0.284616 0.219258 0.370485 0.878592 0.35884 0.718599 0.564197 0.587839 0.466413 0.415111 0.318974 0.387104 0.345033 0.297082 0.292046 0.288288 0.27004 0.64441 0.262093 0.787659 0.217737 0.602282 0.583355 0.674716 0.574581 0.568371 0.845349 0.780367
threshold=49.283271594150008 -0.2351 -0.24338000000000001 48.86568841230001 -0.41441 32.724174661450007 58.167480110400007 60.613977009100005 -0.30094499999999996 -0.013805 44.421469061800003 67.04476885710001 32.724174661450007 30.317390213800007 68.34060567600001 82.250688042950017 -0.54526999999999992 -0.60918499999999998 70.206395618550019 47.927946529500012 76.451683855550016 48.226196960950006 -0.06483499999999999 -0.075639999999999999 -0.055334999999999995 61.778079379550007 85.963448721100022 0.084360000000000018 0.086520000000000027 0.075810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 -6 20 12 -11 13 14 -9 16 -14 -12 19 -19 21 -10 23 -17 26 -26 -24 29 -29 -27
right_child=1 2 -4 -5 6 -7 7 10 9 11 17 -13 15 -15 -16 22 -18 18 -20 -21 -22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=0.065665278510414538 0.028639568355707249 -0.0026792200434654478 -0.070653100704437949 0.019183319223056675 -0.053046876587583301 -0.056958264748631623 -0.0529131805366631 -0.068195993216389306 -0.045151829418871386 0.060330225521598974 0.035561652587332626 -0.072667241031925456 0.063659586207630237 -0.073383703712318615 0.045285207266631516 0.0012452778844594303 -0.067693039748957795 -0.049716307376519803 -0.073278268989016765 0.05063547252575902 0.063297045939941801 0.062765992584775568 -0.013550975821030953 -0.014979715068499783 0.053007809635280151 -0.0040312954598292466 0.032443707741508745 -0.044949727231806458 -0.0010060596579249544 0.0227341256449092
leaf_weight=0.2960941880592135 0.3679142006294569 0.50956293692615873 0.48209369494361343 2.5480706275920957 0.3619093690067533 1.138471998198838 1.0141504122584581 0.16451139119453628 0.44012356990424562 0.13221535575575982 0.24487655673510778 0.32978373047808418 0.08082257304340601 0.50923541912379733 0.31226516207152599 87.154559172367939 0.43147697177482669 0.90481124722282291 0.58515807792355179 0.35961737670004368 1.271594865247607 0.71195149607956409 1.3957659895531822 10.286687254207221 1.033327693119644 8.0060121384140093 5.0232156668062089 1.8545459608139925 34.715234819152101 9.6741581572714477
leaf_count=45 12 15 228 46 11 112 79 12 94 4 9 84 7 48 71 1535 141 113 204 5 12 8 16 124 11 171 76 72 540 129
internal_value=0.000569981 -0.0183071 -0.0357247 0.000720084 0.00044077 -0.0316488 0.000716429 0.000302449 0.0215903 0.030951 0.000634082 -0.0346059 0.00102174 -0.0349363 0.0061286 0.00124381 -0.0469703 -0.0290984 -0.0376591 -0.0211752 0.0434474 0.0215385 0.00139902 -0.000467564 0.00434675 0.00224564 0.0224425 0.00127875 -0.00323455 0.0106141
internal_weight=172.34 1.35957 0.991657 170.981 168.433 1.43457 166.998 163.75 3.24758 2.88567 162.736 0.461999 160.642 0.986012 0.476777 159.656 0.5123 2.09446 1.84959 1.26443 2.42367 1.15208 159.144 97.4412 61.7023 55.2833 6.41898 54.25 36.5698 17.6802
internal_count=4034 255 243 3779 3733 157 3576 3363 213 202 3284 88 2953 131 83 2822 148 331 322 118 114 102 2674 1659 1015 923 92 912 612 300
is_linear=0
shrinkage=0.0634156


Tree=648
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 4 3 0 3 0 0 3 2 4 2 2 4 0 0 1 3 2 2 3 2 4 2 4 0 2
split_gain=0.788681 2.29006 1.96289 1.00712 2.46102 1.82993 1.27584 1.16633 1.21788 1.79251 1.0864 0.989263 2.00358 0.975978 1.03372 1.27266 1.00488 0.945184 1.95669 2.14553 1.17417 0.911358 1.85017 1.21438 1.43283 1.57479 1.25936 1.99848 1.22907 1.25533
threshold=66.590419433100024 90.297243227400017 89.953120586650016 38.625745710700009 64.02831883475001 43.426640904350009 0.093325000000000033 85.995710218650018 0.41214500000000009 85.925810307250018 85.121961326250016 0.10507500000000002 -0.088224999999999984 41.942745071500006 -0.016334999999999999 -0.12546499999999997 42.434124620650003 91.937202686950016 90.767723400200012 67.300172379550006 0.13377000000000003 -0.059424999999999999 -0.011675 0.083495000000000028 -0.08786999999999999 38.804080188450008 -0.079634999999999997 42.283941020600004 93.953546284800012 -0.088224999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -6 10 8 9 11 -1 13 -13 14 15 -5 -15 18 19 -2 21 23 -23 -19 28 -26 27 -27 -25 -30
right_child=17 -3 -4 4 5 -7 -8 -9 -10 -11 -12 12 -14 16 -16 -17 -18 20 -20 -21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.0015162680193717721 0.0014641289566261154 0.0012487983598113131 -0.001783520420698771 -0.00071678857697457673 -0.0020858666156234082 0.00065016188061271926 0.0011129126186028328 0.00037191339360925861 0.001199908473548602 -0.0019764978601753925 0.00042734346270751012 0.00014070293325071868 -0.0021088680726643527 -0.0021230273877922098 -0.00066869884961745822 0.00098123635258589464 -0.00012824140489612828 -0.00092334578115152053 -0.0020542451377360696 -0.001822518180495891 -0.0021784067598382391 0.000877943141317239 -1.2429213861666402e-06 0.0012023993861517918 -0.0023198098881425295 -0.0024021612677924192 0.00032432815315519803 0.00046571720211722708 -1.3494152239471653e-05 0.002236084989963132
leaf_weight=1.434216125402602 2.0642863828688855 8.3562950491905195 1.9111273959279049 2.0447833712678394 3.1540296061430118 1.3387621571309862 9.9045914467424137 64.299152826890349 2.7090858463197938 1.9803631678223599 4.8269095495343208 3.860759946051985 2.5129717527888706 1.0742249601753417 2.6110736386035596 9.9775289651006442 10.095552071055861 5.9607536652692934 2.5029636898543686 1.2119924659491514 0.88358692367910308 14.168178403080672 26.257562910097477 4.5234047668054691 1.6709957674102067 2.111204688029829 5.7256323237234019 1.675670083335717 21.966399732664286 0.99699214100837963
leaf_count=181 13 64 20 90 65 74 75 463 14 26 39 27 34 53 59 53 333 700 68 62 58 176 559 25 62 80 67 32 458 4
internal_value=0.000158336 0.000255328 0.000188235 0.000219167 0.000149432 -0.00127058 0.000674949 0.000212496 -6.55475e-05 -0.000165914 -1.78734e-05 -5.44791e-05 -0.000746236 0.000116394 0.000449562 0.000692432 -0.000320085 1.86523e-05 -0.000748921 0.000248301 7.02694e-05 9.36291e-05 0.000306889 -9.95368e-05 2.74476e-05 -0.000564266 -0.000255882 -0.00113314 0.000268197 8.41749e-05
internal_weight=223.811 132.091 123.735 121.824 105.658 4.49279 16.1657 101.165 36.8663 34.1573 6.26113 32.1769 6.37373 25.8032 14.6334 12.0223 11.1698 91.7196 5.77924 3.27628 85.9404 85.0568 40.4257 44.6311 38.6703 11.1835 9.51251 3.78687 27.4868 22.9634
internal_count=4034 1670 1606 1586 1291 139 295 1152 689 675 220 649 61 588 202 143 386 2364 143 75 2221 2163 735 1428 728 241 179 112 487 462
is_linear=0
shrinkage=0.00196078


Tree=649
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 3 1 4 2 2 3 2 1 2 0 2 4 1 4 0 0 4 1 4 4 0 4 0
split_gain=0.933344 2.451 1.52533 1.34941 1.09834 1.87107 2.42888 0.979058 0.915077 1.16395 0.863622 1.41111 1.20653 1.3708 1.40934 1.32769 1.27996 1.21744 1.67896 0.995191 0.965793 0.782084 1.54804 1.13174 0.76463 2.24163 0.925903 1.07664 0.95147 1.21954
threshold=66.590419433100024 90.407470010750018 65.611820673600008 87.350693116400024 91.937202686950016 90.767723400200012 67.300172379550006 0.13377000000000003 64.02831883475001 40.664404858950007 -0.059424999999999999 -0.016334999999999999 0.083495000000000028 -0.08786999999999999 70.776348742200014 -0.068964999999999985 93.953546284800012 -0.079634999999999997 42.283941020600004 75.077881750900005 33.708131650200009 97.752337623100019 98.413698323200009 43.426640904350009 62.111448187750007 42.957059535450007 39.664548207900005 86.256490657300006 40.137820134150012 86.83719761350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -2 10 24 -10 12 19 20 16 -15 17 -14 18 -16 -12 -6 23 -23 -22 26 -26 27 -1 -28 -30
right_child=4 -3 -4 -5 7 -7 -8 -9 9 -11 11 -13 13 14 15 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.00036137608403821563 0.0014730713995818804 0.0014138650938067328 -0.00085411004266560103 0.0006538588360930945 0.0021612592300145946 -0.0020843497909581801 -0.0019574040317120291 -0.0021682922620817301 -0.0027325510401459731 -1.107568968026741e-05 0.0012490896756380185 2.0703966490400584e-05 0.0012221085651066494 -0.001748430896161355 -0.0023475094718970685 -0.0023933959691249829 6.6090858520024764e-05 0.0008024568110618583 0.00057720265717175253 0.00013643756514073301 -0.002424600032435231 0.0020830871067282685 -0.0013372632252687932 -0.0001226333464350889 0.00078275056519132768 -0.0015281001349912141 -0.00088754408517471698 0.0021743386841237655 0.00013883250969898441 -0.00083694797136537301
leaf_weight=11.290393190662142 2.0458968486636873 6.6312860511243334 5.1518064960837355 23.768194504082203 0.37146373614268569 2.563084549154155 1.296299126348458 0.75766029026999504 0.9583652676083142 1.6350018896628169 7.8799890007358027 25.983723163604736 4.3804907687008372 2.8741381829604533 1.4496549581526772 0.90401241183280845 23.105952461846755 4.2524805603461573 1.5739674403012029 5.0850589285837486 2.4577716030180459 0.763288909569383 1.5255480804771648 1.2330857409397138 15.292727978201585 1.8043312880909059 4.4776410525664678 1.4174707233905781 53.958352842062595 5.418939195573329
leaf_count=237 13 55 42 175 32 68 62 58 28 102 50 565 25 52 82 36 462 44 27 120 50 4 457 157 164 31 31 7 745 53
internal_value=0.000146888 0.000252167 0.000190624 0.000235468 -6.43429e-06 -0.000824007 0.000142532 5.06354e-05 0.000132153 -0.00101678 7.06876e-05 0.000284337 -0.000114677 1.58141e-05 -0.000567297 -0.000152297 0.000250324 0.000126146 -0.00082503 0.000812693 -0.000906538 -0.00109711 -0.000196634 -0.00165553 0.000163966 0.000538876 8.02457e-05 0.000563599 -1.59471e-05 4.978e-05
internal_weight=222.308 131.805 125.173 120.021 90.5036 5.90528 3.3422 84.5983 96.2532 2.59337 83.8406 38.9488 44.8919 38.5407 11.0543 8.18012 27.4864 7.2761 3.02362 12.965 6.35116 5.97969 2.28884 3.69086 93.6599 17.0971 76.5628 12.7079 63.8549 59.3773
internal_count=4034 1670 1615 1573 2364 143 75 2221 1398 130 2163 735 1428 728 241 189 487 153 109 170 700 668 461 207 1268 195 1073 244 829 798
is_linear=0
shrinkage=0.00196078


Tree=650
num_leaves=31
num_cat=0
split_feature=1 0 4 0 0 0 3 1 3 3 2 2 1 3 3 1 4 2 2 2 1 1 1 2 0 0 2 4 3 1
split_gain=0.690443 1.53376 0.767093 1.08537 0.96784 0.688021 0.83192 0.932358 1.45048 0.739063 0.638781 1.48076 0.958557 0.947644 1.17567 0.768783 1.11329 0.9298 2.95481 0.928333 1.31857 1.2019 0.893534 0.987586 0.756755 0.817626 0.756714 0.754414 0.734174 0.667214
threshold=70.171445662850019 94.625660817400004 39.110279783550006 94.165934477050016 93.805681087600007 85.705356740550016 0.10184000000000003 61.982402197500001 -0.16320999999999999 0.096010000000000026 -0.054619999999999995 -0.068964999999999985 81.479100559500012 0.082535000000000011 0.076615000000000016 75.408562100950022 41.827117825850003 -0.095854999999999996 -0.079634999999999997 -0.10423499999999999 83.116371560950014 78.10777406390001 71.322105742700003 -0.097294999999999993 99.994511703900017 100.52682641375002 -0.62218499999999988 36.491284729650012 0.09450500000000002 71.397382570300024
decision_type=2 2 2 2 2 2 2 2 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 9 -9 -1 11 13 27 14 -3 17 19 22 -19 20 -17 -21 -15 28 -18 -26 -22 -12 -24 -29
right_child=1 10 3 -5 -6 -7 -8 8 -10 -11 12 -13 -14 15 -16 16 24 18 -20 21 26 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.00010123753126817193 -0.0023713069779855863 0.00011972290352385175 -0.0020107269765631763 -0.0020664696634621416 0.0016618888094598776 0.00029627415236347315 0.00053088750362642741 0.00054789184707833673 -0.0019213692582246849 -0.0014935490621672391 -0.00088503695382170734 -0.002285730179693443 -0.00143209725626153 0.0011379460490554729 -0.0021721903440714762 -0.0015531791931765609 0.0016342590286039641 -0.002237540767700589 0.0006664322555975027 0.0010885344558049738 -0.0022907705629298942 -0.00077345114659427912 -0.00028790334203032642 0.0011623330555520386 -0.0023315870959882273 0.00072035920526437739 0.0014133208361274566 0.0014923676030819575 -0.0022340117169880754 0.00036206262495311196
leaf_weight=12.810976510314509 1.3973193982965306 1.7547780712802699 0.38624205638188891 1.0204043250414541 0.9654559746850282 125.94241142115789 6.6779021869879207 1.3713527033687567 2.7461301215807898 1.2239498270209868 1.6994150865357429 1.1600571738235874 1.1779611707352149 2.4817394725978374 1.6884906346604109 2.6792929842486037 3.4824451580643645 2.9049840635852888 2.5119738178327697 4.0164073398336795 0.25731744169024739 1.9948025227495234 2.8852899414487188 1.3379493877291677 0.40648027881979976 1.9884275533258913 1.205215339476126 2.2138747895369333 1.0048471705522386 21.57681859031436
leaf_count=493 44 197 66 82 30 1041 81 27 251 23 41 63 356 16 367 96 21 86 21 27 10 81 62 4 6 102 83 21 31 205
internal_value=0.00016495 -5.34597e-06 -0.00121882 -0.000539935 0.000612454 0.000237461 -6.08466e-05 -0.000278534 -0.00109897 -3.78397e-05 7.03484e-05 -0.000108826 0.000297175 -3.13629e-05 -0.00100417 8.35195e-05 0.000371635 -0.000268326 -0.000890899 -2.15114e-05 -0.000735792 0.00047064 0.000169096 -0.00029081 0.00105079 0.000202362 0.000761624 0.000377089 -0.000790596 0.000467245
internal_weight=214.971 64.198 3.76942 2.3721 1.3517 150.773 24.8303 18.1524 4.11748 14.0349 60.4286 33.7605 26.6681 32.6004 3.44327 29.1572 16.0304 13.1268 5.41696 10.153 4.14183 6.01121 7.70983 5.22809 5.87735 2.39491 1.46253 25.4901 3.89014 23.7907
internal_count=4034 2118 222 178 96 1916 875 794 278 516 1896 1273 623 1210 564 646 426 220 107 297 189 108 113 97 129 108 93 267 93 226
is_linear=0
shrinkage=0.00196078


Tree=651
num_leaves=31
num_cat=0
split_feature=1 1 1 4 4 1 4 0 2 2 2 0 2 2 2 2 3 3 3 1 3 3 2 3 1 1 0 1 1 1
split_gain=0.118682 0.700706 1.13802 0.650837 0.77682 1.28324 1.19828 0.869034 0.810685 1.18337 0.92007 0.921642 0.734813 1.60985 0.844692 0.687613 0.679676 0.88665 0.756086 1.06268 1.16085 1.0554 1.69593 1.15615 0.786559 0.758414 0.722513 0.616634 1.50968 0.579552
threshold=65.611820673600008 66.351146659450009 66.590419433100024 38.400997490450003 40.241071441700008 62.084563606450011 40.563919884450009 85.995710218650018 -0.0034049999999999996 0.022350000000000005 -0.026144999999999998 86.565663342300013 -0.058374999999999996 -0.06828999999999999 -0.037054999999999998 -0.059424999999999999 0.098105000000000026 0.10932000000000001 0.09013000000000003 62.181348099150007 0.092260000000000023 0.087715000000000029 -0.093879999999999991 0.086520000000000027 62.837331883000012 62.213609596700003 86.756543869550015 62.084563606450011 62.057679025150001 62.030794443850006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 7 -6 15 10 -10 12 -12 13 16 -14 -5 18 26 21 20 -20 23 -23 24 25 27 -18 28 29 -8
right_child=1 2 -4 4 6 -7 8 -9 9 -11 11 -13 14 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014809004631015829 -0.021981820776743041 0.033596174576407054 -0.0010079549453055449 -0.036663745878899888 0.023978824904721852 -0.037858236296942654 -0.0079584921233374697 0.010683959572521827 -0.067814285411514755 -0.0053836820263207406 -0.0033631917932245695 0.048371400013585412 -0.041370402214376073 0.040364296692098033 -0.0015868523332982878 0.0051617614462019313 -0.057453992811332448 0.0026999922495355632 0.024688912721113652 0.04585384170902259 -0.01753363797971743 0.0047923620919401132 -0.054441248237531867 0.03568835033480338 0.041315404399449501 -0.041778610468583437 -0.011532564912173538 0.012613180261912611 -0.071568752732570684 0.024038042541240139
leaf_weight=9.8578456144168722 4.1984104709699741 2.7820041477680197 70.20972933360099 2.6889834589092052 6.7524560488527632 3.6700257438933468 8.5406129496768752 6.5683526806533337 1.1442946886527412 3.3803621877741534 1.6655909969194902 2.3203242160379887 2.4086185311316513 2.97970420657657 3.9955111671006298 1.8809152969624836 1.7432888248004004 4.4001640999922529 4.0775618281913903 2.4765946337720379 3.3314952543005347 2.9886048487387598 2.4990927546750745 2.7966430635424322 1.1833862885832775 1.3389363038586442 2.1601274311542511 6.5427611785707986 0.9580858298577376 1.9596960372291512
leaf_count=280 42 30 2364 37 60 40 246 36 20 172 54 34 37 27 29 17 31 34 26 23 39 30 50 31 81 13 17 91 23 20
internal_value=0.000648648 -0.000901569 0.000310946 0.00189111 0.000418126 -0.0106457 0.00270493 -0.0016792 0.00049122 -0.0211725 0.00211498 0.0267531 0.000373152 0.00254167 -0.0165496 -0.0194489 0.000143643 -0.0136315 0.00309978 0.0157621 0.00570347 -0.00124541 -0.0221826 0.00368153 -0.000679901 -0.00324952 -0.0320413 -0.000383705 -0.00780495 -0.00198691
internal_weight=173.5 77.1901 72.9917 96.31 86.4522 14.8083 71.6439 11.1383 64.8915 4.52466 60.3668 3.98592 56.3809 49.9768 6.40413 4.5699 46.9971 8.30358 38.6935 9.88565 7.40906 28.8078 5.4877 23.3201 20.5235 19.3401 3.90342 18.0012 11.4584 10.5003
internal_count=4034 2436 2394 1598 1318 130 1188 90 1128 192 936 88 848 782 66 54 755 82 673 88 65 585 80 505 474 393 48 380 289 266
is_linear=0
shrinkage=0.0530633


Tree=652
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 3 4 1 2 3 2 4 2 0 2 4 2 2 3 3 2 4 1 0 1 0 1 1 0
split_gain=0.806984 1.44981 1.32539 1.20887 1.63853 2.09869 1.03781 0.95875 1.57915 0.897021 1.06427 1.29176 1.51684 1.2533 1.34387 1.01265 2.3436 1.00087 0.876105 0.872822 0.865051 0.831432 2.65663 0.826057 0.811503 1.32235 1.19314 0.855208 0.810132 0.775105
threshold=67.074341896550024 90.297243227400017 89.953120586650016 91.937202686950016 90.633300493650012 67.649671936450019 0.13377000000000003 38.400997490450003 64.94239459915002 -0.059424999999999999 0.083495000000000028 -0.08786999999999999 38.804080188450008 -0.088224999999999984 93.953546284800012 -0.079634999999999997 42.283941020600004 -0.074999999999999997 -0.016334999999999999 0.076615000000000016 0.085665000000000033 -0.075639999999999999 39.337369931850013 72.01572794030001 85.995710218650018 63.353515844050008 85.925810307250018 62.55235532115001 71.104340634100012 90.767723400200012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 9 20 24 10 17 13 -13 14 -12 16 -14 19 28 23 -1 -17 -23 -5 26 27 -9 -26 -11 -3
right_child=3 29 -4 6 -6 -7 -8 8 -10 18 11 12 15 -15 -16 21 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00021267465909177914 0.0020925066478081249 0.0014614673249196291 -0.0014509536678753306 -0.0022303512541171737 -0.0020225492736316558 -0.0022927480079058234 -0.0020967845497040865 7.3853840439438271e-05 -0.0016593012354496133 0.0013206896609903901 0.0011934238415661231 -0.0022234681443561413 -0.0023623201900157946 0.0022216312317132354 -6.0083776898868204e-06 0.00094610878162388723 0.00059657504602548346 0.00074085223378235671 0.00011335407755065376 -0.0018613391651878561 0.00093352304793215912 0.0015960253705432669 -0.002281939055637075 0.00051643750975315626 0.00034007010921120311 -0.00093644070870175676 -0.0012787570231392554 0.0013308262307637963 0.00034000653394862014 0.00025792609192118064
leaf_weight=3.0612262281210851 1.0721197128295887 5.566738195717333 1.7322071902453888 0.55544703605119172 2.3695095268194564 0.64646778226597224 0.79867957044916593 33.662950856305542 1.7017737325513724 5.130645346362142 4.0788156595081082 1.6265682523735474 2.0996725815930399 1.1576906889677072 22.460684780409792 3.2122559077106416 1.8703645427012814 1.227043004342703 25.534807754745998 2.971035929836944 11.860834570834411 1.2012686133384698 1.4297931506007442 1.4897263115708481 59.408677347004414 2.8886599633842698 2.5957720074802628 3.4040451012551776 7.91501333200722 3.0668052386026829
leaf_count=173 5 44 20 48 56 56 58 730 55 32 25 62 80 4 456 22 32 31 565 430 118 4 40 191 430 29 28 28 138 44
internal_value=0.000175891 0.00027302 0.000218418 3.49222e-05 -0.000986087 0.000442939 8.41673e-05 0.000242803 0.000177223 0.000104914 -7.82934e-05 3.92864e-05 -0.00050413 0.000263737 0.000178331 -0.000219149 -0.000968325 -0.000815367 0.000320411 -0.00119604 0.000698383 0.000289852 -0.00051137 -0.000229561 0.000207876 0.000335278 -2.29799e-05 0.000393763 0.000725693 0.00103395
internal_weight=217.797 128.95 120.316 88.8476 4.0881 1.71859 84.7595 118.584 103.662 83.9608 45.3804 39.1371 11.4399 27.6972 26.5395 9.81335 3.97004 6.24325 38.5805 5.01621 14.9221 5.84332 2.63106 2.04517 101.96 65.7014 36.2587 62.8127 13.0457 8.63354
internal_count=4034 1699 1611 2335 117 61 2218 1591 1300 2160 1425 725 240 485 481 178 112 700 735 669 291 66 44 239 1245 487 758 458 170 88
is_linear=0
shrinkage=0.00192234


Tree=653
num_leaves=31
num_cat=0
split_feature=4 2 4 4 0 3 0 0 2 3 1 0 3 1 4 0 0 4 3 3 2 0 4 2 2 4 4 4 3 3
split_gain=0.112763 0.260782 0.202552 0.529298 0.515176 0.341603 0.459498 0.32309 0.384863 0.2916 0.226605 0.345216 0.511036 0.190963 0.898629 0.426756 0.156765 0.658597 0.975991 0.608528 0.560997 0.379932 0.380791 0.26502 0.882268 0.751707 1.58021 0.931296 0.731601 0.964597
threshold=49.283271594150008 -0.18231499999999998 47.927946529500012 44.421469061800003 75.462331263550013 -1.0000000180025095e-35 95.620390325650007 67.04476885710001 -0.60918499999999998 -0.55648999999999993 58.167480110400007 82.250688042950017 0.11243000000000002 61.622148808000013 38.064633603500006 84.390700714750025 85.667718326750006 40.098777110850008 0.090735000000000024 0.087555000000000022 -0.074999999999999997 85.764502819450016 41.685324604100011 -0.117885 -0.122095 40.241071441700008 40.098777110850008 39.952536079750011 0.08376500000000002 0.080515000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 9 -7 -5 -9 -4 -6 12 -12 14 -13 -16 17 -15 19 20 -19 22 -18 24 25 26 27 -23 29 -27
right_child=1 -3 5 7 10 6 -8 8 -10 -11 11 13 -14 16 15 -17 21 18 -20 -21 -22 23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.050710984732535554 -0.0010369867626855926 -0.051934428823528389 0.022472165156748197 0.050971592419887607 0.018365509997420277 0.052347498073609444 -0.0010755553483259611 0.025696403954760434 -0.043034796961676218 -0.012118389020550666 -0.053921939788229935 0.028421711184473088 0.026841131642560825 0.012747751186033577 -0.012143947546651716 -0.064229835893480719 0.02567066404422183 -0.05674344013794505 -0.058818422223469433 0.031853191643795242 0.010432956055626016 -0.010021219713094127 0.00082878576091341438 -0.00015684395918774474 0.032040224838392015 0.00061537008106506033 -0.080797930530584344 0.032528566343910277 0.014528414344980476 -0.068283922343110356
leaf_weight=0.48465780275728221 1.0023375794698948 0.33608826677573134 0.95304022543132294 0.12364244583295558 1.840359502006321 0.93686367943882831 0.70581392590975156 0.23897650333674381 1.3798324091103493 1.6896344683846112 0.65134502838191011 0.854446636512875 0.28014349250588566 2.3973337094648732 0.89147623919416197 0.70381378731690347 3.1644884478300801 0.62766470783390138 1.1493725621839983 0.82788170780986536 0.61574630707036737 7.7965795104642019 3.0104962047189474 118.20564672552064 2.7636392564745611 3.0977959230876908 0.70189470556215461 1.5401856573298571 12.878375735854204 0.60771425958955649
leaf_count=331 23 232 8 3 33 11 37 9 343 42 86 16 16 30 35 11 18 47 43 20 11 295 39 1911 24 151 11 9 166 23
internal_value=0.000639615 -0.0138177 0.000752695 0.000476977 0.000766325 0.0114867 0.0293931 -0.0269377 -0.0328884 0.000356166 0.000917892 0.000720616 -0.0296326 0.000895323 -0.0129594 -0.0351233 0.00110827 -0.00709591 -0.0218667 -0.00136201 -0.0234772 0.00140802 0.0135595 0.00089962 0.00514923 0.00235773 -0.00844165 -0.00300224 0.00889487 -0.0106843
internal_weight=172.457 1.33843 171.119 166.834 165.091 4.28535 1.64268 1.74245 1.61881 2.64267 164.606 162.766 0.931489 161.835 2.44974 1.59529 159.385 5.618 3.22067 2.07129 1.24341 153.767 6.17498 147.592 29.3862 26.6225 10.0387 9.33677 16.5839 3.70551
internal_count=4034 255 3779 3681 3326 98 48 355 352 50 2995 2962 102 2860 62 46 2798 151 121 78 58 2647 57 2590 679 655 315 304 340 174
is_linear=0
shrinkage=0.0500028


Tree=654
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 1 0 0 2 3 3 3 4 1 0 0 2 4 1 2 0 1 4 1 2 4 1 3 2 2
split_gain=0.541635 1.53727 0.97721 0.796275 1.70687 1.04938 0.935471 1.20739 1.47305 0.945654 1.04719 0.871382 0.989141 0.725961 1.43575 0.69669 0.594751 0.574512 1.39604 2.03396 1.33678 1.52474 1.17146 0.910147 1.27601 1.25711 0.848164 1.43728 0.80128 0.779896
threshold=70.206395618550019 94.625660817400004 -0.16048499999999999 -0.054619999999999995 -0.068964999999999985 81.479100559500012 96.039789794050009 94.743952975150009 -0.122165 0.082535000000000011 -0.075324999999999989 0.089850000000000027 39.952536079750011 71.397382570300024 96.531777631850005 97.39208423365001 -0.60611000000000004 40.633548727200008 66.964115113200009 -0.11347 90.111739616350022 65.020359884900017 40.316494640950005 62.084563606450011 -0.14831999999999998 42.779078631750004 62.052302108850007 0.089305000000000023 -0.26894999999999997 -0.55354000000000003
decision_type=2 2 2 2 2 2 2 2 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 6 13 7 -3 -9 10 -8 12 16 -5 -15 -14 -11 22 20 -20 21 23 -1 26 28 -26 -19 -28 29 -25
right_child=1 3 -4 5 -6 -7 9 8 -10 11 -12 -13 15 14 -16 -17 -18 18 19 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00023297857847168055 0.00075615457993958538 0.0011949406396028859 -0.0019558388558973804 0.0012806067068511619 -0.0022460425903708054 -0.0013577018497848666 0.00059356552139166975 0.00047634887412650553 -0.0019851417094999867 0.00092813092853768131 -0.0020351265128037131 -0.00012964352466072757 -8.7088498497177528e-05 -0.0013153972522359982 0.00040149406380105099 0.0010311127870351979 -0.002199255599305513 7.4020197989923501e-05 4.5076362942122652e-05 -0.002388776654309335 0.0011322248826704216 -0.0018021247527544126 0.00095229857887548267 0.0011715743420508372 0.00047009734968978846 -0.00054596662275298595 -0.0017834824679367968 6.0325713684805897e-05 0.0018737218594490534 -0.0026008484637311492
leaf_weight=59.928676257084589 0.57807132395100813 0.84735329076648014 2.1065279007598283 2.6934228317113655 1.2595480794552703 1.2543954121574632 0.81807618116363334 1.1923213495756502 2.7313692742609419 0.30297767391311936 1.4075356679750282 13.234014880392349 2.5524172931909543 1.8045133345294768 21.181067718251143 7.4671945670052082 0.65948136207589669 40.267634770090808 3.2141278485069051 1.8451956924982358 4.5377264143899074 1.4122854472370807 8.8738484205678088 0.509951846674085 18.836315440596085 5.3343857242725781 2.3869993211701503 3.6509228553622961 2.8617672901600626 0.29550790856592357
leaf_count=620 31 10 178 23 63 356 102 45 166 6 367 301 13 32 212 123 75 660 54 34 47 37 70 4 183 71 45 24 24 58
internal_value=0.000141433 -4.24542e-06 -0.00137187 5.75588e-05 -0.000137262 0.000292445 -5.21654e-05 -0.000805203 -0.00123715 8.37099e-05 -0.00106889 0.000189641 0.000574397 0.000373053 0.000266707 0.00074626 -0.00121477 0.000200185 9.87279e-05 -0.000842579 0.000158188 9.96895e-05 0.000325753 0.000135915 0.000399941 0.000245856 -2.28117e-05 -0.000668595 0.00141552 -0.000212456
internal_weight=216.046 62.0903 2.6846 59.4057 32.4723 26.9334 31.2127 4.77104 3.92369 26.4417 2.22561 24.2161 10.9821 25.679 22.9856 10.0196 0.962459 153.955 85.1528 5.05932 80.0935 75.5558 68.8025 74.1435 27.8379 24.1707 46.3056 6.03792 3.66723 0.80546
internal_count=4034 2103 209 1894 1271 623 1208 221 211 987 469 518 217 267 244 136 81 1931 1241 88 1153 1106 690 1069 340 254 729 69 86 62
is_linear=0
shrinkage=0.00184769


Tree=655
num_leaves=31
num_cat=0
split_feature=1 0 4 0 1 1 1 1 0 3 3 3 4 0 1 4 1 2 4 4 0 2 4 3 3 2 0 3 0 3
split_gain=0.115399 1.21489 0.574349 0.820773 0.610509 0.560294 0.37769 0.751072 1.18343 0.945926 0.547447 0.486621 0.48478 0.749367 0.852555 0.514023 0.528277 0.470657 0.447896 0.421155 0.691216 0.443305 0.433758 0.921983 0.977077 0.925468 0.79051 0.781365 0.604422 0.578641
threshold=70.171445662850019 94.625660817400004 39.110279783550006 94.165934477050016 71.104340634100012 70.206395618550019 70.727956495850009 71.015621515800021 96.039789794050009 0.076615000000000016 -0.10747999999999999 0.099465000000000012 42.522337019050006 98.674478761850011 75.951630643300021 33.96174662340001 80.677940036650014 -0.031449999999999999 47.709122305950011 38.244973486750006 97.39208423365001 -0.60024999999999995 39.458743938000005 0.090735000000000024 0.087245000000000031 -0.076484999999999984 96.163458868000006 0.09091500000000001 99.744485097750015 0.088145000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -3 18 -8 9 -9 -10 19 13 -13 -15 -16 -17 -18 -7 20 -12 -22 27 24 26 28 -24 -21 -25 -26
right_child=1 5 3 -5 -6 6 7 8 10 -11 11 12 -14 14 15 16 17 -19 -20 22 21 -23 23 25 29 -27 -28 -29 -30 -31
leaf_value=0.0017803404496675452 -0.07138454692616103 0.069367587155050162 0.051850300853503686 -0.062460356521224156 -0.061080250688223196 -0.06782186033849727 0.030297687594941346 0.0092267240859390479 -0.063574298031412249 -0.062927864850676515 0.011659388814199164 -0.056966549422424219 0.022042376468588573 0.049984702774461987 0.056560649270666827 -0.060441861860597773 -0.052474837900822642 0.013983265476628192 0.0031415768651998663 0.0029239617137607355 0.025998402893269427 -0.065674130757082907 0.074502351764822033 -0.070924988613736167 0.047913319410412339 0.0011004917439672891 -0.0037550757587445967 0.047669549030276245 -0.0086008644236309998 0.014202672586119579
leaf_weight=120.01880180565786 1.185238853329792 0.4194937814027061 0.65311490881140322 0.75739370222436264 0.23155346466228366 0.63176563195884117 2.9073216184042385 0.98866511773667243 0.45649086071488554 1.8874730685929533 1.3733159108087485 1.4557690717047069 1.1719020845557677 0.76178819872438941 0.28109705730094026 1.1053673007991167 0.56342164335546874 1.1723626337043236 0.63872731442097574 3.2914743801811701 0.22928075507661549 1.0557546123018253 0.48002451658249512 1.3985937219113114 2.8513928893953553 4.0815977451857171 11.595904443370271 2.4169756127957953 0.92198345445649454 5.0186283169023227
leaf_count=1916 44 2 21 82 75 30 33 31 189 180 16 44 29 8 22 56 50 25 13 60 15 206 1 28 23 60 559 30 50 136
internal_value=0.000761658 -0.00159025 -0.0396824 -0.0167997 0.0222918 0.000600669 8.7724e-06 0.000869421 -0.00105066 -0.0381249 0.00150746 0.0022281 -0.0127623 -0.0204007 -0.00669553 -0.0205248 -0.0281514 -0.0075885 -0.0321457 0.00503994 -0.0178166 -0.0493176 0.00693536 0.00369984 0.010033 -0.016031 -0.000644302 0.0218694 -0.0461631 0.0264164
internal_weight=172.003 51.9839 2.8273 1.64206 0.884668 49.1566 48.7371 47.4666 44.5593 2.87614 41.6831 41.2266 6.51171 5.33981 3.88404 3.12225 2.84115 1.73578 1.27049 34.7149 2.65835 1.28504 32.0566 26.3481 19.946 6.40217 12.0759 5.70845 2.32058 7.87002
internal_count=4034 2118 222 178 96 1896 1894 1851 1818 211 1607 1418 234 205 161 153 131 75 43 1184 237 221 947 857 719 138 560 90 78 159
is_linear=0
shrinkage=0.0597579


Tree=656
num_leaves=31
num_cat=0
split_feature=4 1 0 0 4 2 0 0 1 1 3 3 1 2 3 2 2 0 4 0 3 4 1 1 0 2 2 4 0 4
split_gain=0.109024 0.327192 0.463545 0.503075 0.398346 0.415576 0.336843 0.393205 0.324548 0.516697 0.340853 1.24268 0.710307 1.04352 0.553574 0.647992 1.91048 0.944179 0.799999 0.707366 0.696771 0.636248 0.547632 0.947668 0.529947 0.409688 0.479288 0.62863 0.394651 0.340774
threshold=42.141702038450013 80.468240302450013 97.674372337300014 97.39208423365001 42.310579034350006 -0.51146999999999998 99.994511703900017 102.21786657775002 72.378669787950017 72.752365468100024 0.096885000000000013 0.10184000000000003 61.982402197500001 -0.032369999999999996 0.09450500000000002 -0.096529999999999991 -0.08854999999999999 86.329079026800017 43.680097826700013 85.764502819450016 0.087555000000000022 47.927946529500012 62.00390986255001 66.590419433100024 86.20003303655001 -0.018034999999999999 -0.078649999999999984 43.182896969600009 67.04476885710001 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -4 -6 -3 -8 10 -10 14 -12 -13 -14 15 18 -17 19 -2 20 28 22 -20 24 -24 26 27 -19 -18 -28
right_child=1 6 4 -5 5 -7 7 -9 9 -11 11 12 13 -15 -16 16 17 25 21 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0015718741842818142 0.024746911688450061 0.061819724917362318 0.01632492044542733 0.034676244611958507 0.0049428316087975896 -0.065050035051852237 -0.015510357347020247 0.029884357982674057 0.00660145148730401 -0.071487445392237739 -0.064976827607080928 0.040127467858135424 -0.054514892704196551 0.0071468039484025815 0.038860081963166641 -0.068327721480689718 0.055399296458337563 -0.015091679400692519 -0.069441227755462853 -0.068194402035134313 0.040138071042114767 0.0083351861437272086 -0.031760578934110016 -0.066870098345049714 0.060127393200105274 -0.013377918347842561 0.056615542667045486 0.026513370117145652 -0.063398128403759926 0.012038905615712074
leaf_weight=126.67979759538889 5.9819163976280816 0.49437692735227701 0.47834523115307037 1.2987335864454497 0.41517401661258202 1.1204119972589974 1.3037743048480481 1.4274062065060205 0.58800545759731793 0.62336876775225392 1.3710585040971626 1.159720435971394 1.4305557108018541 3.112392093520612 1.2991316844709206 1.7430833645048522 0.11866594594904112 2.9581353594549 0.82160898532311 1.1809134664945302 0.64583251322619617 4.4115590094588697 0.34845369867980458 0.62538290504016913 0.62821623124182224 2.7990796650992689 1.2704773359000685 2.3092503333464265 0.63011117044516141 1.1823308905586598
leaf_count=2344 95 14 9 13 21 127 66 345 4 130 33 17 39 35 16 63 4 35 63 31 25 73 60 108 8 43 53 12 135 13
internal_value=0.00068345 -0.0018874 -0.00334443 -0.00188389 -0.0312929 -0.0461262 0.0164304 0.00821444 -0.00315894 -0.0335828 -0.00213599 -0.0138955 -0.00161438 -0.0122702 0.000736962 -0.00105392 -0.00955557 -0.00173225 0.00878808 -0.0341612 -0.00534299 -0.00517845 -0.029776 -0.00943384 0.0273438 0.00620762 0.0133087 0.0031482 -0.0445712 0.0351282
internal_weight=170.457 43.7775 40.5519 38.538 2.01393 1.53559 3.22556 2.73118 37.2392 1.21137 36.0279 7.07373 5.70267 4.54295 28.9541 27.655 14.8379 13.0948 12.8171 2.57552 1.39461 6.83522 2.42366 1.60205 0.97667 10.5193 7.72019 5.26739 0.748777 2.45281
internal_count=4034 1690 1265 1108 157 148 425 411 1095 134 961 124 91 74 837 821 414 351 407 195 164 312 239 176 68 156 113 47 139 66
is_linear=0
shrinkage=0.0597579


Tree=657
num_leaves=31
num_cat=0
split_feature=1 0 3 1 3 1 0 4 3 2 2 2 2 0 0 0 1 2 0 0 2 1 4 4 3 2 4 3 0 2
split_gain=0.106546 0.501573 0.518748 0.46801 0.70147 0.478094 0.886687 0.349394 0.311316 0.298592 0.564082 0.37239 0.500632 0.452168 0.660098 1.07228 0.426894 0.540824 0.667697 0.744998 0.52043 0.403458 0.449582 0.368769 0.297766 0.510188 0.33044 0.277765 0.336121 0.268877
threshold=61.987779113750001 85.667718326750006 -0.16320999999999999 62.009286778800011 0.088350000000000026 62.020040611300011 85.812895065800021 35.171584490050009 0.096515000000000031 0.11704500000000002 -0.0068649999999999996 -0.026144999999999998 -0.053159999999999992 86.83719761350001 86.479632682150012 85.877418060900013 61.950140699950005 -0.088224999999999984 85.732241321850012 82.602876058000007 -0.11963999999999998 55.782817748650011 48.96897326980001 40.890797847750008 -0.11012 -0.11963999999999998 43.572676689450006 0.096885000000000013 85.242941942100018 -0.083064999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -3 -5 8 27 -7 10 11 12 13 14 15 16 17 18 19 21 -21 -9 24 -12 -23 26 -26 28 -1 -18
right_child=1 3 -4 5 -6 6 -8 9 -10 -11 23 -13 -14 -15 -16 -17 29 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.071050031813930159 0.0092504103774318017 0.037837399462531056 -0.057209159613290254 -0.027044528059778146 -0.0021308544940644089 0.013586500971134029 0.00063779433361931329 -0.044972971224449501 0.052096445434423246 0.018224635884027927 -0.017547186669973149 0.024453690333271241 -0.042417802820094941 -0.039928641627413171 0.031806018071605047 -0.032959539479427521 0.012399482487680991 -0.029419601024479849 0.036190175424034673 -0.0087883230604316152 -0.077461419119849384 0.045072514466979866 -0.015880208745599821 -0.076536359561760733 -0.06913024411450848 0.048719681388828165 0.01211891754395134 0.060942907975018799 0.06611186898965947 0.056609638868830497
leaf_weight=0.18006585421244636 0.82377372571500052 3.6615836806595317 1.2179046473756887 2.4940381515771142 3.6875563324429095 1.692456784192472 122.97321358461181 0.5371648096188596 1.8258441062644122 2.3302943525050059 1.1588899876223866 1.8645333383101377 1.4483905548404425 1.3172999508678902 2.3037596419453612 4.3627566443756214 1.6615595493349249 2.3301374933216783 2.2424540370702744 1.0373050052439792 0.83211081381887186 1.8019972420297727 1.4472429016605017 0.71820082439080568 0.40794616658240557 0.65667113871311988 0.43039146391674876 0.62548691034317017 0.12781041860580444 0.88063148921355505
leaf_count=68 23 24 204 24 30 30 2922 69 17 50 17 28 24 17 13 31 64 36 9 28 20 65 23 119 38 7 10 18 2 4
internal_value=0.000664061 0.00142892 -0.0303941 0.00190548 0.0177826 0.00100086 0.00155383 -0.00278308 0.0335715 -0.00400488 -0.00589272 -0.00337955 -0.00556946 -0.00317071 -0.000857461 -0.00489693 0.00368526 -0.00152534 0.00539423 -0.00426318 -0.039356 0.00815831 0.0141741 -0.0401173 0.0273666 0.00602489 -0.027418 0.0361864 -0.0141092 0.0277142
internal_weight=169.079 138.376 2.04168 136.335 7.34914 128.986 126.492 30.7031 3.5183 29.7697 27.4394 25.5624 23.6978 22.2494 20.9321 18.6284 14.2656 11.7234 9.39328 7.15083 1.86942 5.28141 4.74425 1.87709 3.29701 1.49501 0.838338 0.933363 0.307876 2.54219
internal_count=4034 3274 227 3047 54 2993 2969 760 47 672 622 486 458 434 417 404 373 305 269 260 48 212 143 136 120 55 48 88 70 68
is_linear=0
shrinkage=0.0646839


Tree=658
num_leaves=31
num_cat=0
split_feature=2 0 3 1 2 0 3 4 4 0 2 2 4 4 0 0 3 1 1 2 2 3 2 2 0 1 4 3 3 4
split_gain=0.103982 0.550838 1.20231 1.13746 1.28735 1.18289 1.17135 1.69852 1.01438 0.828454 1.47255 0.987341 0.703401 0.68855 0.681614 0.725049 0.681317 1.24855 0.980556 1.081 0.79937 0.636711 0.885073 0.594289 0.592124 0.50438 0.480397 0.765975 0.426634 0.426585
threshold=-0.06828999999999999 86.329079026800017 0.10507500000000002 63.705703859100005 -0.055334999999999995 93.399723909900004 0.11278000000000003 40.098777110850008 39.861052345600008 94.047642319350018 0.086310000000000026 -0.054619999999999995 42.402981339000007 41.50623664750001 94.773526014550015 95.050437202000012 0.093325000000000033 62.020040611300011 61.987779113750001 -0.037054999999999998 -0.016334999999999999 0.080135000000000026 0.022350000000000005 0.11704500000000002 87.278104746850019 81.479100559500012 37.198331469900005 0.11531000000000002 0.099855000000000027 36.124181380200007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 4 -3 6 7 21 -4 10 -7 -11 -9 24 29 -16 17 18 19 -2 -21 -5 -23 -22 -6 26 27 -17 -28 -13
right_child=1 3 8 5 13 9 -8 12 -10 11 -12 14 -14 -15 15 25 -18 -19 -20 20 23 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00063447631360734683 -0.065864872539609196 0.064590003027348783 0.0055280448537825908 0.016981904690656746 0.01281227835032734 0.056780543740461493 0.035252157458861393 -0.096393038235035297 -0.078056001737897562 -0.068429490060909787 -0.018630691898733388 -0.0014447354854223451 -0.01995818739041301 -0.0050603377955260329 0.054918458906861971 -0.053265389881861344 0.014053045267587296 -0.072012596040700066 0.036815312835673311 0.064447495040198005 -0.069843313807650298 0.0077011030564993433 -0.060238459505153295 0.013396374134906294 0.052113819807714991 -0.044484586711600362 0.011993411852473471 0.022569340534439354 -0.015821140545953974 -0.070859091659427317
leaf_weight=103.14501977551276 1.2293460965156544 2.0947584807872763 0.84239461645483915 1.9630743777379374 4.4449443817138654 2.775278918445113 1.1982570830732582 1.5614166113082322 1.4999975567916406 0.72801257931860064 1.4724501582677474 0.60973577387631539 0.62690949179523148 4.7634472884237766 1.0767473975793134 1.2207682628941321 6.0991418907069601 1.1489128504181279 1.6497124470770357 0.61747531086439145 0.5261728285113354 1.3517701886594298 1.5061800712719557 0.80800333405204583 2.0957683427259326 0.77898168550564051 16.449662680228361 0.83217034861445416 2.340299575822427 0.71421294609899633
leaf_count=2586 13 18 8 22 29 25 12 37 46 58 28 4 47 37 8 47 72 51 12 8 135 12 34 29 48 356 166 5 45 36
internal_value=0.000568945 0.00247783 -0.00803114 0.00547263 0.0207005 -1.1359e-05 -0.02044 -0.0299607 -0.0479967 0.00577071 0.0306397 0.00150267 -0.0744961 0.0125674 0.00362199 0.00610164 -0.000280768 -0.0149011 -0.00131795 -0.0210944 0.00710649 -0.00974546 -0.028104 -0.0194317 0.0254052 0.00367061 0.00547036 -0.0225254 0.00852909 -0.0388908
internal_weight=168.171 65.026 14.4212 50.6048 13.3989 37.2059 8.20761 7.00935 2.34239 28.9983 4.24773 24.7506 2.18833 11.3042 24.0226 22.6986 12.0788 5.97962 4.83071 3.181 1.95165 4.82102 2.85795 1.33418 6.54071 21.6219 20.8429 2.05294 18.79 1.32395
internal_count=4034 1448 374 1074 132 942 164 152 54 778 53 725 84 114 667 627 320 248 197 185 172 68 46 164 77 619 263 52 211 40
is_linear=0
shrinkage=0.0609531


Tree=659
num_leaves=31
num_cat=0
split_feature=1 0 0 4 4 4 2 2 2 2 1 4 0 0 0 4 2 1 2 1 0 3 1 1 3 4 3 1 4 2
split_gain=0.509121 1.37251 0.739509 0.732444 1.2582 0.773667 0.881545 0.831079 0.676326 1.01946 1.07594 0.616308 0.968656 0.85178 0.612868 0.570048 0.675281 0.991033 2.00843 1.20332 0.961141 0.754402 1.48999 0.748875 0.66957 0.712089 0.656824 1.57865 0.639485 0.61818
threshold=70.171445662850019 94.625660817400004 85.995710218650018 41.942745071500006 44.262924377150007 41.385032804600009 0.20167500000000002 -0.084794999999999995 -0.12546499999999997 -0.083064999999999986 61.977025281250008 39.110279783550006 94.165934477050016 93.805681087600007 85.925810307250018 37.198331469900005 -0.079634999999999997 75.166600869200025 -0.095854999999999996 72.378669787950017 102.21786657775002 0.10608500000000003 73.553525990900013 81.479100559500012 0.075810000000000016 38.539340721750001 0.09180000000000002 71.504920895500007 42.094663496250007 -0.116995
decision_type=2 2 2 2 2 2 2 2 2 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 5 8 6 14 -7 -5 -10 -11 -2 13 -13 -1 29 17 18 19 26 -19 23 -23 24 25 -18 27 -17 -26 -3
right_child=1 15 -4 4 -6 7 -8 -9 9 10 -12 12 -14 -15 -16 16 21 20 -20 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=1.5065211561433957e-05 -0.0023195313588302833 0.00039430300429447253 0.00031780581211384503 0.00014288547520032675 0.0002708206198225569 0.0011491962793636922 0.0016564519423788867 -0.00023742173880036648 -0.0021652034235759426 -0.0021319819245418513 0.00049744564125348055 -0.0020066052370605061 -0.0020549815781441268 0.0016513351104987571 -0.0010757878389786285 -0.0022251234958062032 0.0006614555526778922 0.00035144636927567736 -0.002213434048354094 -0.002217180045687132 -0.0012122542643472538 0.0010916163747818981 -0.0023231899946152064 -0.001124750142526538 0.00080118103292533746 -0.0010960244769793253 0.0014545362340291257 0.00074349223152718393 7.0972653305290587e-05 -0.0010249824626401057
leaf_weight=17.825839159078907 1.2115460842614987 1.8078854265622792 104.98139351094142 1.6472058506333249 6.0988582954742014 5.3026130087673664 1.1537462699925516 2.4203844617004497 2.6094479110324733 0.9260566616285385 1.6905272243893703 0.34318189567420654 0.94344681885559101 0.85325764794833958 2.2275741994380942 0.97764306387398425 1.6162680010311405 14.020786075037902 2.294768015737648 0.82637745764804993 1.6938350707314374 0.87534488923847575 1.1195945657236732 1.153711437156743 17.394406955922026 1.9627359451260415 1.4351494372822342 2.3303466249490157 6.2742210782598695 3.3965390108933198
leaf_count=395 44 126 893 61 187 29 18 44 92 111 69 66 82 30 17 115 17 215 86 43 465 12 53 274 133 35 15 17 71 219
internal_value=0.000166827 1.8652e-05 0.000229908 9.69044e-06 -0.00037745 0.000183282 -1.02193e-05 0.000714631 -0.000952683 -0.001298 -0.000433157 -0.00120205 -0.000569368 0.000602106 -0.000106109 8.77824e-05 0.000147539 -0.000101474 -0.000669718 -3.36713e-05 0.000182899 0.000340704 -0.000824832 0.000422572 0.000488088 -0.000302351 0.000346752 -0.000133852 0.000607613 -0.000531959
internal_weight=209.415 62.531 146.884 41.9023 12.9721 28.9302 21.2072 7.723 6.87324 5.22603 2.61658 3.35143 2.13989 1.19644 20.0534 59.1796 53.9752 23.5789 7.86428 5.56952 15.7146 30.3963 1.99494 28.4013 27.2476 3.579 4.74314 3.30799 23.6686 5.20442
internal_count=4034 2118 1916 1023 520 503 430 73 333 272 180 222 178 96 412 1896 1551 956 276 190 680 595 65 530 256 52 147 132 204 345
is_linear=0
shrinkage=0.00196078


Tree=660
num_leaves=31
num_cat=0
split_feature=0 3 1 0 4 2 3 3 1 1 2 2 4 1 2 4 4 2 2 1 4 1 1 3 1 3 0 3 3 0
split_gain=0.104146 0.353471 0.135504 0.339404 0.171173 0.404987 0.466164 0.31373 0.536802 0.408094 0.375427 0.430722 0.170743 0.227152 0.134735 0.663704 0.30436 0.285581 0.942124 0.43059 0.403639 0.912197 1.12666 0.259916 0.426197 0.316545 0.455851 0.35753 0.312376 0.574535
threshold=71.131225215400022 0.049900000000000007 55.782817748650011 71.332859575200004 43.961868063600001 0.051245000000000013 0.086555000000000021 -0.55648999999999993 62.00390986255001 62.009286778800011 -0.167075 -0.23783499999999999 48.86568841230001 65.020359884900017 -0.62218499999999988 41.035283712600005 40.280372415600006 -0.58559499999999998 -0.51146999999999998 64.407391431150018 39.256147742250008 75.634392583900009 78.285212300550015 0.41214500000000009 62.068432857650002 0.11660000000000002 86.103248543850015 0.11278000000000003 0.10507500000000002 85.861287312150012
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 6 7 -6 -9 -10 11 -11 13 -8 15 16 -5 20 19 -19 -16 -22 -23 25 -25 27 -27 28 -20 -30
right_child=2 -3 3 4 5 -7 12 8 9 10 -12 -13 -14 -15 17 -17 -18 18 23 -21 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.068161354764973189 -0.03547616971791516 0.020635462702673836 0.027242156026799694 -0.017515158951701165 0.021865189741902075 -0.064931952803358339 0.030119016921983432 -0.066025473988922903 0.066546663398721284 -0.062077096362690147 -0.046341910369291105 0.038561222820882569 0.041507714974365451 -0.019846334451119624 -0.012319260418770047 -0.057261550228839185 0.032528598557253728 0.007603714691232861 0.0017140597068649216 -0.069144192347795022 0.060042630207196593 -0.072959000802393884 0.043639467722561269 0.039656586685844535 0.0023294587886697445 -0.034245991930222548 -0.0021972501912804121 0.02166031402377316 -0.04535195279176548 -0.0034322336246340348
leaf_weight=0.33071713922617973 0.38368901476860529 0.33552653982769698 1.7825796027609602 0.88107472213596272 0.58176881770486977 0.4546551277344405 0.66919279098510764 0.90459336979256422 0.23281593620777119 0.21743693141434051 0.90534567251052023 0.57803196160966785 0.72700631024781603 0.68311784800243913 1.2158589382233902 0.84687855752417807 0.92613572714617476 0.3681478604557914 124.13703296914264 1.0355738635914802 1.6013602856546643 0.56642786134034373 0.67455798179435078 1.6938310572877515 3.453637798782438 2.2560625204350782 6.1267793721726775 3.1550375202641581 1.4314976000459854 8.0208745270210766
leaf_count=175 35 16 28 49 16 101 8 34 1 122 388 24 16 35 42 16 6 22 2367 79 12 16 61 15 51 30 77 46 23 123
internal_value=0.000608612 -0.0234424 0.000704845 0.000788409 0.000501476 -0.00964458 -0.0050737 -0.0189112 -0.0272694 -0.00913854 -0.0194987 0.0110523 0.0176858 0.00487909 0.00088287 -0.012735 0.00813062 0.00111495 0.000688005 -0.0490159 0.0170723 0.029645 -0.00958001 0.00115229 0.0146124 0.00067488 -0.0108225 0.0013797 0.000900727 -0.00978069
internal_weight=167.177 0.666244 166.511 166.127 164.345 5.95396 5.49931 3.41999 2.83822 1.93363 1.70081 0.795469 2.07932 1.35231 158.391 2.65409 1.80721 155.737 151.678 1.40372 4.05821 2.84235 1.24099 150.275 5.14747 145.127 8.38284 136.744 133.589 9.45237
internal_count=4034 191 3843 3808 3780 745 644 585 569 535 534 146 59 43 3035 71 55 2964 2833 101 131 89 77 2732 66 2666 107 2559 2513 146
is_linear=0
shrinkage=0.0609531


Tree=661
num_leaves=31
num_cat=0
split_feature=1 1 0 1 4 4 1 0 4 1 2 4 3 4 2 4 1 1 0 1 3 3 2 3 1 4 1 4 3 1
split_gain=0.0991933 0.74218 0.681474 1.129 0.550892 0.659767 0.559706 0.55885 0.628325 0.531476 0.458186 0.441618 0.939788 0.82161 0.737884 0.61475 1.00502 0.486393 0.441594 0.446796 0.437028 1.45143 1.45387 1.5308 0.757686 1.18307 0.853169 1.22005 0.595712 0.659675
threshold=69.999384342500022 70.077349628250019 93.399723909900004 68.910558799650019 38.244973486750006 37.828051409500013 70.171445662850019 94.625660817400004 38.400997490450003 69.238550691600025 -0.16048499999999999 38.625745710700009 0.085665000000000033 37.627645350900004 0.24901000000000004 39.256147742250008 62.240494178000013 61.049507226200006 85.861287312150012 65.611820673600008 0.087795000000000026 0.09013000000000003 -0.093879999999999991 0.08895500000000002 63.705703859100005 41.436838994450007 62.213609596700003 42.388109226950007 0.08673500000000002 62.55235532115001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 10 -9 -4 -8 12 13 14 17 16 -13 -1 -14 -20 28 22 -22 -24 26 -26 -23 -28 29 -17
right_child=1 4 9 -5 6 -7 7 8 -10 -11 -12 15 18 -15 -16 20 -18 -19 19 -21 21 24 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.016552076451199702 -0.049484439470623184 -0.0091045327528851156 -0.0047249556116653931 -0.045707372690459443 0.032522191682071079 -0.066208930256658027 0.031843946975677717 0.040622017054927628 0.00069405332166997183 0.036902325769222886 -0.044993639383665157 0.007835988627528559 -0.0011181766029449275 0.034978604081566264 0.048026706194360093 -0.0013190528318142609 -0.054989895978371076 -0.058325994683696585 0.037488543190531333 0.010589848693881821 0.0017284179569984502 0.00032526774867577476 -0.082193689555952104 -0.0076801905077666741 -0.053901232495098199 0.011895659077033469 0.059466727577108185 0.0023770765043769878 0.028543202323040508 0.019187657505507411
leaf_weight=0.37115270669164635 1.1299979034811247 7.7751910529373145 1.6324115865863849 1.8516389123396937 2.0640893010277059 0.79652467285268347 0.33781790823559266 1.4600942617689714 39.005840376976266 3.3285513751034159 1.5426781787245989 1.7779477704316371 3.0129353284428353 0.82643335923785333 0.34411686286330212 25.425613718576642 1.860989488661289 1.8738149248092666 4.8858592584729177 4.0190946534276009 3.3846019245684147 33.187751077639405 2.3758408002904607 1.6812835494056342 2.1188309743301939 1.8090599453425964 2.2579763652756801 3.2764946026727557 3.6862223883508696 7.1847912899684152
leaf_count=80 14 443 27 23 19 64 24 17 1415 41 165 24 67 28 10 601 20 74 46 29 34 312 45 35 31 37 29 21 51 208
internal_value=0.000538262 -0.00156313 0.00155197 0.000550042 -0.000541067 -0.0144109 0.00213597 0.000654857 0.00213474 0.0232048 -0.0311903 0.00136298 0.0107375 -0.0168977 -0.0334566 -0.000233673 -0.0242938 -0.0459467 0.0186574 0.0253483 0.000779811 -0.00283822 -0.0271902 -0.0513151 0.00141079 -0.0235973 0.00394755 0.0256687 0.00577294 0.00319903
internal_weight=166.286 54.1122 112.173 107.212 52.9822 8.57172 44.4105 42.3464 40.4659 4.96096 1.8805 105.361 15.3334 3.41552 2.58908 90.0274 3.63894 2.24497 11.9179 8.90495 86.3885 50.0918 7.44173 4.05712 42.6501 3.92789 38.7222 5.53447 36.2966 32.6104
internal_count=4034 2161 1873 1805 2147 507 1640 1621 1432 68 189 1782 334 192 164 1448 44 154 142 75 1404 544 114 80 430 68 362 50 860 809
is_linear=0
shrinkage=0.0597579


Tree=662
num_leaves=31
num_cat=0
split_feature=2 2 1 4 4 1 2 3 3 1 3 2 2 4 2 4 3 4 2 4 1 3 3 0 2 2 4 3 4 4
split_gain=0.579877 0.442309 0.941508 1.73955 1.89643 1.24861 1.11507 0.936944 1.91004 1.31631 1.24405 1.08922 3.7074 1.89016 1.74507 1.03259 1.23549 0.969622 0.956105 0.954796 1.96069 0.963584 1.61709 0.831853 0.808913 1.82517 0.934289 2.15901 1.11317 1.02429
threshold=0.36215000000000008 -0.06483499999999999 68.910558799650019 38.244973486750006 35.050303764500008 69.873026810350026 -0.068964999999999985 0.084360000000000018 0.086520000000000027 70.776348742200014 1.0000000180025095e-35 -0.053159999999999992 -0.046635000000000003 39.861052345600008 -0.058374999999999996 35.879804895950009 0.11531000000000002 40.984321400500008 0.022350000000000005 41.436838994450007 62.111448187750007 0.09914000000000002 0.088435000000000027 97.674372337300014 -0.076709999999999987 -0.078649999999999984 36.491284729650012 0.085820000000000021 37.038444968100009 37.903039192800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 4 5 -4 -5 10 9 -9 17 13 -13 -10 -15 16 -14 -3 -12 -17 -21 22 -22 -7 25 26 27 -1 -28 -30
right_child=-2 7 3 6 -6 23 -8 8 11 -11 18 12 15 14 -16 19 -18 -19 -20 20 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0012142995757483009 -0.0013396764311405414 0.00032256522407479488 -0.002687415419765261 5.4677195803388204e-05 -0.0020170563717043428 0.0021080989317264552 -0.0025774544758501005 -0.0026011851211339117 0.0018501710638947342 0.00022681416758004006 0.0014526427932710685 -0.0031163154982651949 -0.0026545708227457992 0.00091503292246601653 -0.0015285756854986536 0.00044831683505366265 0.00036159978096948574 -0.0012639770752980799 0.00046069363406412773 -0.0017446062027911317 0.00062619165110236962 0.00076667297988347214 -0.0018958151672443457 -0.0004843740812095613 -0.00033272596534195988 0.0017323882898565087 -0.001310764272908857 0.0014401042736828633 0.001604665343516231 0.00013007834879100617
leaf_weight=1.4948826831241593 1.0067238980554964 10.229128532046163 0.45593351125717108 32.223148242512252 3.6948777338839136 1.0406524832360444 0.63091078735305828 1.628976623178459 3.8840069681173173 1.0347382923355324 7.2454023454338294 1.3583529891911883 1.0585034316027297 3.0415635146200657 1.7818155842833219 27.329873633847455 1.0304276198148725 1.7317413138007385 7.7124804329796461 2.5425611416576421 2.1430968134955024 5.1037887066195253 1.7971401500399222 0.87678456974572316 10.013215031707658 3.1048631891608229 2.0066633890382937 5.5592817564029247 1.8636127677746106 64.260646188369719
leaf_count=125 109 109 4 1088 215 6 14 50 30 49 78 20 45 41 24 279 6 174 157 59 81 55 55 93 74 75 20 55 27 817
internal_value=0.000144869 0.000152058 8.00452e-05 -0.000174019 -0.00113854 0.000229136 4.13123e-06 0.000265654 0.000116074 -0.00150263 0.000564244 0.000200501 7.0679e-05 0.000832117 1.23338e-05 0.000176252 -0.00116675 9.28595e-05 0.000941181 0.000248341 -0.000223352 0.000204321 -0.000524094 0.000922641 0.000192032 0.000259148 0.000198308 0.000877596 0.000127976 0.000171637
internal_weight=208.886 207.879 127.225 38.9223 6.06825 2.37337 32.8541 80.6536 53.7348 2.66371 26.9188 51.0711 42.3637 8.70739 4.82338 41.0054 2.08893 11.9609 14.9579 38.9165 11.5866 9.04403 3.94024 1.91744 88.3032 78.2899 75.1851 7.05416 68.1309 66.1243
internal_count=4034 3925 2613 1420 318 103 1102 1312 794 99 518 695 600 95 65 580 51 283 235 529 250 191 136 99 1193 1119 1044 180 864 844
is_linear=0
shrinkage=0.00196078


Tree=663
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 4 1 3 0 4 3 0 4 2 0 3 2 4 2 2 3 2 3 2 4 2 4 3 3 2
split_gain=0.590939 0.502678 2.02097 1.70336 1.11815 0.883885 2.47395 1.81237 1.57911 0.992819 0.882403 0.853508 1.26171 0.841415 1.06283 0.936878 1.39237 1.30009 1.18207 1.0189 1.2195 0.911342 0.800946 0.794617 2.05799 0.918495 2.44344 0.789346 0.784016 0.752021
threshold=0.36215000000000008 66.590419433100024 90.297243227400017 89.953120586650016 0.20949500000000004 36.491284729650012 64.665483411650015 0.085820000000000021 89.493394246350007 38.244973486750006 0.081155000000000019 87.350693116400024 41.872294782850005 -0.059424999999999999 92.313586825200005 0.083495000000000028 -0.08786999999999999 38.804080188450008 -0.088224999999999984 -0.074999999999999997 0.07907500000000002 -0.091919999999999988 0.10932000000000001 -0.079634999999999997 42.283941020600004 -0.075639999999999999 39.337369931850013 0.09091500000000001 0.078905000000000017 -0.016334999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -1 9 -8 -11 -7 -13 15 22 19 18 -18 21 20 28 -17 -15 24 -19 -25 -27 -4 -3 -16
right_child=-2 13 27 -5 -6 6 8 -9 -10 10 -12 12 -14 14 29 16 17 23 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00075767355057065314 -0.0012813942270900238 -0.0006818378129350651 0.0016458821703376275 -0.0017002755820266773 0.0018226391051473 0.00011683230128414997 0.0021189121895159512 0.0014658250550512316 -0.0026687940546872868 0.00070935013793686037 -0.0022881520461571574 0.0013282485201731213 0.00017153998522030289 -0.0017101275060770215 0.00071736050976400055 0.00022386125692193954 -0.0021964231063589393 -0.0023495806005644966 0.0022134006589359942 0.00077215779124513862 -0.0020059759896984149 -0.0013097228225321278 0.00073763907179550921 0.00080090705520243215 0.00054002104284620143 0.0014466114379924648 -0.0023273294779154537 0.00026937037276737383 0.0020534716165050465 0.00013129938975051651
leaf_weight=1.8734154683188524 1.0660522440593911 2.3299300817734552 4.978565050289034 1.7707809507846821 1.5476303210016329 84.103963144705631 0.50902754068374578 4.8922321871505119 1.8373448699712751 0.63878680905327179 0.84034837735816836 5.6833756230771533 9.0078951939940435 1.6892411543813062 12.242637453076894 24.441170009056805 1.6007140832152824 1.9865209016716101 1.0511627942323674 1.2667111224072858 2.905179957539076 1.5210566315727216 0.69816306000575412 3.2343488794285804 1.6819843054618102 1.0972750205546611 1.5014837073686065 2.2285621538758278 0.46441794745624054 23.859462497173809
leaf_count=125 109 435 47 20 25 1130 2 61 18 25 73 60 53 77 173 502 74 81 4 31 256 32 7 25 32 6 41 16 8 486
internal_value=0.000146109 0.000153588 0.000233352 0.000170243 0.000200102 0.000177145 0.000132776 0.000850136 -0.00138403 -0.000196733 -0.000993636 0.000191509 0.000619017 3.91388e-05 0.000247893 -0.000139089 -2.06167e-05 -0.000593725 0.000214927 -0.000787309 -0.0011339 0.000134013 -0.000994312 -0.000323723 -0.00102472 0.000117141 -0.000733857 0.00122024 -0.000227232 0.000330039
internal_weight=204.549 203.483 119.912 112.705 110.934 109.386 102.621 6.76565 3.82551 1.98816 1.47914 98.7952 14.6913 83.5715 38.4895 45.082 38.1157 11.1023 27.0134 6.96624 5.69953 25.9622 2.3874 9.50161 3.66851 5.83311 2.59876 7.20713 2.79435 36.1021
internal_count=4034 3925 1655 1592 1572 1547 1361 186 118 100 98 1243 113 2270 743 1527 797 259 538 730 699 534 84 185 113 72 47 63 443 659
is_linear=0
shrinkage=0.00192234


Tree=664
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 4 4 3 1 0 0 1 3 1 1 2 4 4 2 2 0 2 4 2 2 1 2 2 2 2
split_gain=0.514497 1.73455 0.876735 0.840082 0.984208 0.914527 1.1823 1.52358 0.822948 0.660182 1.71602 1.94978 0.91133 0.917576 0.798911 0.91641 1.55344 2.34638 1.33246 1.0613 1.55272 1.15444 1.41327 0.889841 0.896018 0.92201 1.09245 1.28968 1.75607 1.08471
threshold=66.590419433100024 66.351146659450009 65.611820673600008 87.170566421650008 86.89903215050002 41.481306584950012 40.241071441700008 0.087475000000000011 62.095317438950012 91.937202686950016 90.767723400200012 67.300172379550006 0.13377000000000003 67.649671936450019 68.910558799650019 -0.061874999999999999 38.244973486750006 35.050303764500008 -0.068964999999999985 -0.0019399999999999999 94.047642319350018 0.048475000000000011 36.79544512155001 -0.59502499999999992 -0.54526999999999992 75.408562100950022 -0.122165 -0.079634999999999997 -0.096529999999999991 -0.11103999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -7 10 11 -2 13 -11 -15 16 17 -16 23 20 -17 22 -21 -18 -25 26 -26 28 29 -28
right_child=9 -3 -4 5 -6 8 -8 -9 -10 12 -12 -13 -14 14 15 19 18 -19 -20 21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00015669724106159437 0.0014892539320102776 0.001513202705944687 -0.00062712582193719785 -0.0007853429525803119 -0.0011304583558751119 -0.00079468563723108013 0.0015990498031367339 0.0009757961767707182 0.00039808449572300989 -0.0016888389970568102 -0.0020016297276281517 -0.0018755982423251979 -0.0021121091696209857 0.00088167432917175847 0.0005908915389430566 0.0018646851759123574 0.00097798286536694831 -0.0019799573041118976 -0.002490343789215589 0.0020828362095233382 0.00034370527227388701 0.00015374871224492246 -0.0024257135260818282 -0.0014577776422572773 0.00044025412266981409 0.000429674899445136 -0.0025321595417221216 0.00046943537408680828 -0.0022216398388442476 0.0001857881747994922
leaf_weight=82.015841898501094 1.8981529679149383 3.8908951319754115 4.9266286017373195 2.7488945387303847 2.3493632068857542 2.8030581027269355 5.2747469656169406 6.0345828831195831 10.763826936483381 1.1005438584834326 2.1240985810291022 1.0167218084679914 0.7293690730293737 4.891989729832857 2.1223879446797573 3.4139100387692443 3.7798407632508235 3.8243696705831098 0.79274603606609773 0.33296257125039375 10.570839427498866 19.372153026542946 1.3556251096269987 1.6030158915673336 5.3045955480192779 13.144531593952705 0.67580673820339043 2.7928251475095847 3.0738266052212566 3.4287848239764571
leaf_count=1331 13 30 42 27 29 27 66 47 71 14 68 62 58 41 91 22 76 207 18 4 186 417 109 85 108 541 59 20 98 67
internal_value=0.000142389 0.00022528 0.000182419 0.000218032 0.000120853 0.000514809 0.000865279 0.000424627 0.000151646 2.77465e-05 -0.000661204 0.000315578 6.99237e-05 8.9432e-05 0.000113749 6.40501e-05 -0.000136678 -0.00106243 2.24508e-05 0.000296264 0.000715002 1.82136e-05 -0.0015367 8.13803e-05 -3.14989e-05 4.89486e-05 -0.000278658 -0.000661112 -0.00110096 -0.000261712
internal_weight=208.157 120.808 116.917 111.99 84.3652 27.6251 14.0582 8.78348 13.5669 87.3491 5.03897 2.91487 82.3101 81.5808 80.4802 75.5882 40.5427 5.94676 34.596 35.0455 13.9847 21.0607 1.68859 33.8032 30.0234 28.4204 15.2758 9.97124 7.17842 4.10459
internal_count=4034 1670 1640 1598 1360 238 140 74 98 2364 143 75 2221 2163 2149 2108 1370 298 1072 738 208 530 113 1054 978 893 352 244 224 126
is_linear=0
shrinkage=0.00196078


Tree=665
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 0 1 3 4 0 4 4 3 2 4 1 2 4 2 2 4 4 4 2 3 4 3 1 1 0
split_gain=0.125771 0.446504 0.440179 0.815669 0.699104 0.593485 0.520519 0.412616 0.329543 0.56638 0.72695 0.635199 0.482396 0.479917 0.43333 0.629909 0.381926 0.45177 0.365335 0.55554 0.3288 0.326309 0.673587 0.48962 0.490814 0.430981 0.567446 0.296211 0.524069 0.529223
threshold=35.419594101850009 35.171584490050009 61.778079379550007 89.582113364650013 89.813320763900023 91.937202686950016 72.01572794030001 0.094375000000000028 37.038444968100009 95.117648655250022 36.620308449100001 36.364346611650006 0.091275000000000023 -0.59502499999999992 37.828051409500013 67.649671936450019 0.26941000000000009 39.051326806600009 -0.033799999999999997 -0.046635000000000003 34.41230404325001 38.748048509250005 38.478081868400004 -0.11347 0.087555000000000022 38.121007182500009 0.089305000000000023 76.830756451950009 75.634392583900009 98.413698323200009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 20 -5 -6 -7 -8 9 10 11 12 -2 -11 15 -10 21 -18 19 -17 -4 22 23 24 -16 -25 -27 28 -23 -30
right_child=8 -3 3 4 5 6 7 -9 14 13 -12 -13 -14 -15 16 18 17 -19 -20 -21 -22 27 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.049977798016576029 0.012019308109451831 0.057382301933016369 -0.017670118069016479 0.070278490732401083 -0.042089448664196456 0.025640593109621253 -0.074841948953574974 0.00230578046954635 0.043956619176885849 0.034912235006603787 -0.031380564847939017 0.050863673849454213 -0.045536756076208294 -0.072667964181343719 0.0070449813284161906 -0.072654641507950049 0.0021296646327335616 -0.073570126249408951 0.016467859587851321 0.015975176518137867 -0.090224082936884956 0.0011142980666529788 -0.046337836192549456 -0.015061672298103722 -0.082824583375194383 -0.0037847793440358417 0.054133443577015085 0.010372760149505675 -0.054778283156950075 -0.00116811047645827
leaf_weight=0.81621867472130905 2.2060440224595355 0.74226180495316008 0.54495149654394459 0.69758812710642804 1.1479324358515439 3.1802299306727946 0.44930071911221581 0.91913874574493093 2.4747046509291968 0.21943820360320376 2.8163777819136158 1.2718716061208395 0.88947586505673815 1.0174464506708316 0.48152465891507723 0.6178835623086345 0.71394623914966249 0.66082337830448523 2.1777285276621114 0.61355818808078766 0.54263585893204436 116.26220786494741 1.9160149533418005 2.2498870035269629 0.58703796258487273 1.5773738946008964 1.3810689083547911 14.498155569503977 1.4850480447930743 1.7415952702576758
leaf_count=80 64 16 38 5 11 24 147 55 45 8 35 13 18 102 21 66 22 71 24 4 11 1996 44 40 19 24 24 950 27 30
internal_value=0.000787859 0.00835625 0.00397084 -0.00104825 0.00793617 0.000301922 0.0110001 -0.0230242 0.000354433 -0.0123448 -0.00524463 0.0116095 -0.00451902 -0.0535819 0.00107001 0.018619 0.000350735 -0.0342577 0.000226483 -0.0284954 -0.0538699 0.000685371 -0.0120968 -0.00164475 -0.0423268 0.00670175 0.0232528 0.00146696 0.000386379 -0.025842
internal_weight=166.899 9.04026 8.298 7.48178 6.39419 5.6966 4.54867 1.36844 157.859 8.42065 7.18377 4.36739 3.09552 1.23688 149.439 5.88387 143.555 1.37477 3.40917 1.23144 1.08759 142.18 8.19291 6.27689 1.06856 5.20833 2.95844 133.987 119.489 3.22664
internal_count=4034 387 371 291 242 237 226 202 3647 240 130 95 82 110 3407 139 3268 93 94 70 49 3175 172 128 40 88 48 3003 2053 57
is_linear=0
shrinkage=0.0659776


Tree=666
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 0 1 1 4 0 2 4 3 2 3 2 4 2 4 2 1 2 2 0 2 2 4 3 3 1
split_gain=0.491554 1.68594 1.36652 0.887929 1.3812 1.08179 1.28702 0.870333 1.18996 0.821502 0.868031 0.810744 0.736476 0.71731 1.21346 1.24535 1.41283 1.16447 1.25578 2.21178 1.13544 1.07157 0.984156 1.03187 0.906726 0.799817 2.13719 0.784802 0.781956 0.720121
threshold=66.590419433100024 90.297243227400017 89.953120586650016 38.400997490450003 64.02831883475001 88.17067284620002 64.307918480350011 62.095317438950012 42.779078631750004 81.87699236280001 -0.26894999999999997 40.241071441700008 0.091375000000000026 -0.059424999999999999 0.083495000000000028 -0.08786999999999999 38.804080188450008 -0.016334999999999999 40.583589072600013 -0.016679999999999997 71.104340634100012 -0.088224999999999984 -0.074999999999999997 90.633300493650012 -0.091919999999999988 -0.079634999999999997 42.283941020600004 0.076615000000000016 0.084565000000000015 72.01572794030001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -5 11 10 -1 -9 -10 14 22 21 -17 18 20 -20 -15 24 23 -2 28 26 -18 29 -16 -25
right_child=13 -3 -4 4 5 -7 -8 8 12 -11 -12 -13 -14 17 15 16 25 -19 19 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0014292145180229518 0.0014180539089168301 0.0011543429444678473 -0.0015513644043348548 7.2902290020455094e-05 -0.0023870053263783083 -0.0021414009987379408 0.00075266175610783754 -0.00043429587116043992 0.00024822885180739791 0.0008185746290638059 -0.0016362507577569667 0.00079500106415950512 -0.0012077934899661447 0.0017078486788627079 0.0018383984098337262 -0.0022193741146838797 -0.0023519872852948431 1.6257019929326173e-06 -0.0024637025297899822 0.0019669843965183132 0.00044275940367917248 0.0021815119148121181 0.00074907030385643861 -0.0023640217290998348 -0.0013100539726310543 0.00020254077916083955 0.0006306326937413698 -0.0020174158491398676 0.00017622717970985934 0.00034753555803732696
leaf_weight=0.50190430972725053 0.50437772742588993 7.0177839715033761 1.6532213836908329 66.955106494700885 0.66976612061262075 1.6687166690826414 1.7253816543379796 2.1996398158371511 3.1967792282812288 12.729243205860255 1.0670970779610796 20.09057853021659 2.1452281712554395 4.4606450013816339 1.0956717726949197 1.571967212432354 1.9025492514483624 24.935602361772908 1.097582457892712 0.67081034183502186 6.3592105913267005 1.0100548714399362 1.1493994122720312 0.5077044399222358 1.4566595476717328 5.6469659650174426 1.6644674925628349 3.3084695083380211 23.024087297490041 1.2605578584480097
leaf_count=13 15 64 20 884 10 26 106 18 40 111 164 191 23 28 14 74 81 652 92 10 55 4 31 52 32 72 32 439 488 193
internal_value=0.000162266 0.000239715 0.000183707 0.000209103 0.000144215 -0.000953156 -0.000125298 0.000191362 0.000478401 0.000656803 -0.000655646 0.000673692 -0.000336476 4.68703e-05 -0.000119351 1.59676e-05 -0.000534969 0.000242235 0.00071885 -0.000782995 0.000964311 0.000239479 -0.000870733 -0.00120432 0.000162785 -0.000247598 -0.000960215 -0.00146486 0.000251733 -0.000431008
internal_weight=203.247 121.62 114.603 112.949 98.6512 4.06386 2.39515 94.5873 27.6322 14.2982 1.569 22.2902 5.34201 81.6268 44.1029 37.3724 10.7859 37.5239 12.5882 1.76839 10.8199 26.5865 6.73051 5.58111 25.5764 9.21398 3.56702 5.07673 24.1198 1.76826
internal_count=4034 1670 1606 1586 1298 142 116 1156 272 288 177 209 63 2364 1527 797 259 837 185 102 83 538 730 699 534 185 113 684 502 245
is_linear=0
shrinkage=0.00192234


Tree=667
num_leaves=31
num_cat=0
split_feature=4 1 0 0 4 2 0 0 4 4 1 1 3 3 2 2 1 2 0 2 2 1 4 2 1 3 1 3 4 4
split_gain=0.114482 0.267048 0.422428 0.489772 0.376775 0.389399 0.323212 0.373209 0.446491 0.290354 0.299541 0.455162 0.318473 0.554987 0.541855 1.44845 1.39354 0.990255 0.509561 0.486624 1.63093 0.765137 0.680372 0.476562 0.541385 0.353978 1.42233 0.311601 0.283808 0.28045
threshold=42.141702038450013 80.468240302450013 97.674372337300014 97.39208423365001 42.310579034350006 -0.51146999999999998 99.994511703900017 101.86567856270001 42.536568606950006 42.233786329550007 72.378669787950017 72.752365468100024 0.08766000000000003 0.087475000000000011 -0.087234999999999993 -0.083954999999999988 62.084563606450011 -0.16048499999999999 90.407470010750018 -0.096529999999999991 -0.081354999999999997 62.181348099150007 43.182896969600009 -0.077085000000000001 62.095317438950012 0.085820000000000021 57.772276765200012 0.09013000000000003 48.96897326980001 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -4 -6 -3 -8 -9 -2 12 -12 13 19 16 -16 27 -18 -17 21 22 25 -21 24 -22 26 28 -14 -11 -23
right_child=1 6 4 -5 5 -7 7 8 -10 10 11 -13 14 -15 15 18 17 -19 -20 20 23 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016447484869092535 -0.039858886988534223 0.061236742408914947 0.015705602790463315 0.034329967936697348 0.0044717810815159071 -0.064716467774336831 -0.069174544088653894 0.050966668685034154 -0.0036102767769906965 0.020467853876671147 0.004679608003535383 -0.070859179311951861 -0.013375097495164636 0.04287390960729652 0.047664506608781375 -0.018588861554085869 -0.0051681081435368311 -0.073452024638890209 0.021402850949931846 -0.071436154061528437 -0.0015466950950108816 0.038723285098586968 -0.014967177598163517 -0.0067960712825284241 0.053509934878651383 0.029253855269189302 -0.083638833114371494 0.030103654422195116 -0.014916190823242087 0.0073955174993134707
leaf_weight=124.22855705074267 0.75494811960379493 0.45675725658656974 0.47385443281382222 1.2868656739592541 0.40100702724885184 1.0539456066799173 0.21226423711050335 0.77685770137759425 1.7213885646651759 1.7853678242026911 0.57813350376090855 0.5615106314435252 1.0139775517163792 1.2110446095466603 1.8889067079871882 5.9779750863090149 1.2072915537282827 2.0397509537870064 1.4051912799477575 1.5826972582144665 1.1507348567247393 2.9938486370956525 1.4692581559647804 2.7454418636589324 1.4308131338329984 0.84511173516511906 0.81919274933170516 1.403173270402476 1.4808933120220897 1.5481062411563469
leaf_count=2344 21 14 9 13 21 127 11 41 359 74 4 130 21 6 12 109 26 65 33 68 7 37 33 132 57 12 32 24 33 159
internal_value=0.000730658 -0.00195539 -0.00330698 -0.00189242 -0.0305745 -0.0456471 0.0147339 0.00689755 0.013361 -0.00319108 -0.00240328 -0.0325389 -0.00139313 0.00372642 -0.00792698 0.000969056 -0.0224895 -0.0480632 -0.0109775 0.00107065 -0.00941978 0.01035 -0.0442511 0.0105359 0.0289682 -0.00595067 -0.013233 0.0118646 0.00442505 0.0280453
internal_weight=166.505 42.2763 39.109 37.1802 1.92881 1.45495 3.16727 2.71051 2.49825 35.8934 35.1384 1.13964 33.9988 19.0625 14.9363 9.27207 5.66419 3.24704 7.38317 17.8515 8.37895 9.47252 3.05196 5.32699 2.58155 4.93057 4.08545 2.41715 3.26626 4.54195
internal_count=4034 1690 1265 1108 157 148 425 411 400 1095 1074 134 940 650 290 154 136 91 142 644 297 347 101 196 64 151 139 45 107 196
is_linear=0
shrinkage=0.0597579


Tree=668
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 0 1 4 1 0 3 2 3 2 4 2 0 2 2 4 3 1 2 4 2 2 1 0 4 2
split_gain=0.726958 1.50058 1.95638 1.18198 1.11845 1.70443 1.26485 1.04238 1.80105 1.44938 0.956143 0.911845 1.19171 1.32302 1.57888 1.38814 1.13952 1.03151 0.997639 2.14062 0.982931 0.955925 0.886386 2.1095 0.852787 0.782359 0.779579 0.774318 0.771777 0.718646
threshold=67.074341896550024 90.297243227400017 89.953120586650016 0.13377000000000003 91.937202686950016 90.633300493650012 67.300172379550006 38.625745710700009 64.02831883475001 85.877418060900013 0.093325000000000033 -0.059424999999999999 0.083495000000000028 -0.08786999999999999 38.804080188450008 -0.088224999999999984 93.953546284800012 -0.074999999999999997 -0.079634999999999997 42.283941020600004 0.076615000000000016 72.01572794030001 -0.075639999999999999 39.420767558750008 -0.011675 -0.091919999999999988 75.077881750900005 85.121961326250016 40.206947806850003 0.048475000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 27 12 17 15 -15 16 -14 20 19 -16 21 -6 -20 -24 26 -18 -13 -1 -28 -26
right_child=3 -3 -4 -5 11 -7 -8 8 9 -11 -12 24 13 14 18 -17 25 -19 22 -21 -22 -23 23 -25 29 -27 28 -29 -30 -31
leaf_value=-0.0013756517595548887 0.0021341053655238957 0.001040216619509864 -0.0019038487651917041 -0.0021650069252285831 -0.0024150781498617985 -0.0020293269060370238 -0.0014120811872742783 0.00020026336611650737 0.00097459927426720566 -0.0018186004307851904 0.0010802155103311431 0.0011273366908138825 0.0011029250676014596 -0.0022849370589136768 -0.0023621410410569156 0.0023266413809732529 9.1447382040727958e-05 0.0007228906880584453 0.00096073923007573847 0.00055283081995199555 -0.0019570335381412971 0.0005715821742900242 0.0012522384284955016 -0.0023193511171681826 -0.00079961771674577512 -0.0013268091479502486 -0.0006778744896474906 0.00042460193151389833 0.00083082747721512844 0.00022336688446966294
leaf_weight=1.1443400516873214 0.89432334899902277 8.5537166460417193 1.6921764016151417 0.94532700104173173 0.56176196906017173 2.3757330906810239 0.68128723584231921 93.50059543493262 0.93743146618362461 2.9997366312891245 9.4763679057359678 7.5476817323360574 4.2028284911066285 1.6917280858906476 2.0729594405274834 1.1896276175975824 21.679818687371156 1.249885762183111 3.2563970576738939 1.8180125279468482 3.1278414435764716 1.545621660967299 1.2368228100240224 1.3083658161340279 2.9909428066821446 1.6061842857525324 2.3935526555287652 4.6558328419923782 2.862730323598953 22.514065353629121
leaf_count=181 4 88 20 60 48 55 56 1152 99 42 76 52 25 62 80 4 428 31 22 32 430 191 7 37 128 28 36 41 88 431
internal_value=0.000150101 0.000248034 0.000188806 1.59343e-05 3.91495e-05 -0.000980576 0.00060075 0.000220222 0.00014556 -0.00115355 0.000696439 8.66329e-05 -9.77613e-05 2.84661e-05 -0.00053708 0.000252967 0.000163225 -0.00087755 -0.000232011 -0.00100015 -0.00125965 -0.000224567 0.000283162 -0.000583753 0.000310684 -6.37883e-06 0.000723579 6.94224e-05 0.00014381 0.000103403
internal_weight=212.714 122.96 114.406 89.7535 88.8082 3.95134 1.57561 112.714 97.4378 3.93717 15.2765 84.8568 46.5479 40.0627 11.3843 28.6785 27.4888 6.48511 9.69256 3.89097 5.23523 2.10738 5.80159 2.54519 38.309 23.286 12.804 5.80017 5.25628 25.505
internal_count=4034 1699 1611 2335 2275 115 60 1591 1293 141 298 2160 1425 725 240 485 481 700 178 112 669 239 66 44 735 456 176 222 124 559
is_linear=0
shrinkage=0.00196078


Tree=669
num_leaves=31
num_cat=0
split_feature=0 3 3 2 3 0 4 4 2 3 0 1 4 1 1 2 2 3 4 3 3 2 1 4 2 4 1 1 4 3
split_gain=0.123734 0.481017 0.461942 0.177114 0.527172 0.176327 0.406257 0.48654 0.314781 0.435129 0.271267 0.532409 0.983593 1.09612 0.525159 0.496937 0.553916 0.453207 0.248386 0.437398 0.339932 1.80358 0.416919 0.279936 0.661742 1.86972 1.10857 0.659876 0.482437 0.482293
threshold=102.89804648475001 0.090735000000000024 0.086230000000000015 -0.078504999999999991 0.086355000000000029 101.86567856270001 40.984321400500008 39.110279783550006 0.059320000000000012 0.10433500000000002 98.142164052000012 80.468240302450013 40.844669808050007 72.752365468100024 77.946466576100008 -0.083064999999999986 0.13006000000000004 0.087795000000000026 35.419594101850009 0.12201500000000003 0.094375000000000028 -0.11347 65.687097501250022 37.038444968100009 -0.081354999999999997 36.491284729650012 65.611820673600008 70.077349628250019 37.828051409500013 0.099855000000000027
decision_type=2 2 2 2 2 2 2 2 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 -8 14 12 13 -12 18 -14 -17 -13 19 20 21 -1 -22 24 25 26 -20 -26 29 -25
right_child=1 -3 3 -5 -6 6 8 -9 -10 -11 11 17 15 -15 -16 16 -18 -19 23 -21 22 -23 -24 28 27 -27 -28 -29 -30 -31
leaf_value=-0.082708764562234305 -0.041555376507559236 -0.074277464013064662 0.074880014666880032 0.053972330793323274 -0.075764851244558715 0.0015571278122410302 -0.079194513613511833 0.058895635218817084 0.013838237994866836 0.0085392284682082181 0.016444571791795509 -0.030596309171239844 0.015215038240001401 -0.080214683506109982 0.047746897126659804 -0.07464490547339088 0.024661035357674586 0.021756734045819914 0.049824960723888187 -0.032038188447927343 0.06405280805979352 0.034342073004795991 0.013757380513071401 0.010284944750838033 0.026562933045723776 -0.101505666834485 -0.054144666094133598 -0.027827135293661983 0.0003870394628103997 0.062808246751678093
leaf_weight=0.87074456790287547 0.72482090052562798 0.52322049887516175 0.22025042047607712 0.64653077513139556 0.23578861029091058 1.3919364773901173 0.54912429218529746 1.5151658002287147 1.566312290728092 0.55947981867939234 0.79707686603069161 1.0652744902326956 2.9874521569872741 2.0654532539192587 1.1925268771592517 0.75306137732695766 0.43406319967471063 3.3906368045136333 1.18313165253494 0.91132438927888859 1.4335390450432899 2.4927620254456988 1.8514575620647518 3.3536462453193954 2.7573412409983566 1.3044960262486709 0.87421213439665724 1.8121502876747397 125.42873709580817 1.151244161854265
leaf_count=91 558 217 4 100 81 25 80 27 13 3 5 49 68 118 61 46 6 32 46 8 28 38 17 64 31 32 21 29 2121 15
internal_value=0.000863906 -0.0150859 0.00186191 0.0304041 -0.00300881 0.00109294 0.013323 0.0314416 -0.00636846 -0.0349179 0.000661169 -0.00969719 -0.0216887 -0.0532997 0.00147314 -1.28273e-05 -0.0383344 0.00924069 0.00109368 0.0134507 0.0196859 0.00403995 0.0357058 0.000416085 -0.0123538 -0.0359322 0.0056459 0.00499314 0.00119558 0.0237075
internal_weight=166.043 2.35061 1.82739 1.10257 0.456039 163.692 5.58202 2.9071 2.67492 1.1086 158.11 11.493 7.03711 2.86253 146.617 4.17458 1.18712 4.45591 145.425 7.55983 6.6485 3.36351 3.285 137.865 7.93133 3.36184 2.05734 4.56949 129.934 4.50489
internal_count=4034 960 743 185 85 3074 148 52 96 83 2926 324 243 123 2602 120 52 81 2541 182 174 129 45 2359 159 99 67 60 2200 79
is_linear=0
shrinkage=0.0700159


Tree=670
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 2 1 3 3 2 3 3 3 4 0 1 4 4 4 2 0 4 2 3 1 0 2 2 1 1
split_gain=0.108102 0.86782 0.42407 0.859001 0.378437 0.335975 0.332099 0.268505 1.09108 1.0898 1.00086 0.858486 0.755282 0.69291 1.22561 0.808277 2.02547 1.08032 1.45216 0.564695 1.18359 0.437203 0.659851 0.541429 0.423632 0.86934 0.315017 0.623402 0.470531 1.16502
threshold=64.665483411650015 89.705782438650019 65.29995953045001 -0.11347 64.184249406300026 -0.18231499999999998 63.705703859100005 0.091935000000000031 0.087795000000000026 -0.082334999999999992 0.086520000000000027 0.089305000000000023 0.092260000000000023 39.861052345600008 85.861287312150012 62.111448187750007 41.806790701050012 42.824128352900011 41.872294782850005 -0.037054999999999998 85.925810307250018 41.481306584950012 -0.097294999999999993 0.089920000000000014 62.272755675600003 87.170566421650008 -0.102645 -0.095854999999999996 62.014663695050011 62.084563606450011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 6 -2 7 8 10 21 24 -11 -9 14 -14 17 -17 18 19 20 -15 -10 -23 -24 25 26 -1 -28 -29 -30
right_child=2 -3 -4 -5 -6 -7 -8 12 9 11 -12 -13 13 15 -16 16 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0068263033346559407 -0.039341653190718015 0.053040859733974127 -0.00033456887624266766 -0.088967595055682497 0.036154645422880827 0.048169782271067128 -0.032386214683133005 0.045416625373646317 -0.035741916599913756 -0.092823576476021311 0.037387361966831428 -0.023137848850295857 0.0045558663252462635 0.0045132260088022553 0.076644398146699197 0.07538547707780599 -0.0043079091683559103 0.035653681228499295 -0.066640559527382737 0.012990718643562344 -0.04054766373209602 0.034089354358425444 -0.042728004354354858 0.013825707242288852 -0.034199961044028025 0.042635005206016208 -0.084627836613425544 0.007962775318828089 -0.048973226244589128 0.010739811984582077
leaf_weight=10.659810090161045 0.38524153828620911 1.7010611062869418 76.598264441464607 0.82293067208956816 1.5792620524880465 0.5337848961353302 1.5042764124809753 2.3108352795243254 1.8977948286919852 1.5962382589932516 4.0790839975234112 2.072109270549845 4.0423293840140095 6.839630636968657 1.7124019190669058 2.2782002333551636 5.6868793657049537 2.5555336069082832 2.3299522823654106 5.2408577781170651 5.258905865252018 2.2344786571338768 1.8064127513207502 1.6539196120575068 1.7787269420223299 2.4162719473242751 0.54263154510408718 6.0464262215173274 3.3817376785445958 3.28538277966436
leaf_count=361 67 37 2466 39 41 5 24 17 28 34 51 33 55 45 16 23 46 36 65 35 38 16 32 11 30 26 15 215 48 79
internal_value=0.000794758 0.00253536 -0.00112695 -0.0359698 0.00152212 0.0114864 0.000864827 0.001477 -0.00236442 -0.0214981 0.00432907 -0.0534608 0.00584013 0.00329581 0.0260068 -0.00103331 0.0184863 -0.00802885 -0.0137043 -0.00659106 -0.0150735 -0.00605546 0.00383755 -0.0156973 -0.0004679 0.00181068 -0.00231387 -0.00966384 -0.00646428 -0.0195482
internal_weight=164.831 86.4912 78.3402 1.74196 84.7901 0.919026 83.2108 81.7066 43.451 11.261 32.1901 3.66835 38.2555 35.9447 5.75473 30.19 7.96508 22.2249 19.6693 17.3394 12.0985 7.59261 5.69481 3.46033 28.111 26.3323 23.916 13.2562 12.7135 6.66712
internal_count=4034 1457 2577 111 1420 72 1379 1355 979 154 825 67 376 359 71 288 69 219 183 118 83 87 59 43 774 744 718 357 342 127
is_linear=0
shrinkage=0.0714163


Tree=671
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 3 2 3 4 2 1 0 4 2 4 2 2 2 3 2 1 3 3 0 2 4 3 1 4
split_gain=0.513206 1.83647 1.31059 0.826463 1.6219 1.21241 1.146 1.84313 1.25877 1.11224 2.22521 1.79934 1.0112 1.31083 1.27514 0.968048 1.32144 1.9045 1.1238 1.81009 1.01795 1.44755 0.990858 0.947006 1.40827 0.803395 1.1074 0.742029 0.831124 0.741682
threshold=66.590419433100024 90.297243227400017 89.953120586650016 -0.061874999999999999 -0.068964999999999985 -0.016334999999999999 0.083495000000000028 -0.074999999999999997 0.07907500000000002 40.583589072600013 -0.016679999999999997 71.104340634100012 94.940210418650011 38.179089776100007 0.15844000000000005 39.792680591700012 -0.091639999999999985 -0.070909999999999987 -0.59502499999999992 0.091290000000000024 -0.12546499999999997 78.285212300550015 0.10335500000000002 0.076835000000000028 95.262825394300009 -0.079634999999999997 43.680097826700013 0.078905000000000017 72.01572794030001 36.491284729650012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 4 6 9 7 8 27 11 -11 -5 13 -7 -15 16 20 -18 -17 25 21 -8 -21 24 -14 26 -20 28 -2 -1
right_child=3 -3 -4 5 -6 12 15 -9 -10 10 -12 -13 23 14 -16 18 17 -19 19 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00083197998885397055 -0.0022944450407422347 0.0011981599243410352 -0.0015151873703551746 0.001765183659710394 -0.0024962484915380194 0.0002833609687663456 -0.0017573931994155846 0.0017554113353927866 -0.0020623560486139536 -0.0024535856625146194 0.0020086567700825682 0.0002611340379622064 0.001502002122619944 -0.0023979886932798192 -0.00023174137825829647 0.0012841954550380774 -0.0023065259006892196 0.0011426950084236741 0.00055080135392015996 -0.0012001025575298274 0.0005441622199551351 0.00078574529964891096 0.0002902178015673611 0.00037910642162429005 -0.0023618160553121885 0.0018732032386535279 -0.0013725629268579954 0.0020580994366102882 7.9481133885705955e-05 0.00017542324590672753
leaf_weight=7.0504640379222101 0.83780202467460263 7.3972755037248126 1.7064673677086819 5.5081146098673326 1.0838901782699384 3.6003146367147592 2.2763279859209429 0.94569284772296569 3.1074851310659142 1.1037194694945354 0.70353269577026267 6.8750844357127789 0.52730618417263286 2.1206522038264666 2.0591503945615841 3.6905326830601508 2.4745964012545305 0.81920174974948068 11.705703214800449 4.810921160853467 5.3852565895649596 1.383501541422447 2.6654887322802097 18.291802385159826 1.1615807079142539 1.50913526774094 1.2764071533019876 0.44303068204317231 1.7542718845743364 107.11267330488772
leaf_count=195 72 64 20 31 39 27 60 12 256 92 10 76 2 93 45 40 89 4 155 124 89 86 37 353 132 15 54 8 363 1391
internal_value=0.00016926 0.000250947 0.000190475 5.49929e-05 -0.000126016 0.000254201 -6.90332e-05 -0.000792818 -0.00118514 0.000720431 -0.00071651 0.000930144 1.5879e-05 -0.000583835 -0.0013308 6.59875e-05 -0.000385326 -0.00144867 0.000283022 0.000114826 1.89381e-06 -0.000796027 -0.000668774 0.000249397 -0.00115545 0.000519105 0.000361695 -0.000286994 -0.000687812 0.000215971
internal_weight=211.387 123.267 115.87 88.1205 46.1692 41.9513 45.0854 7.08828 6.14259 14.1905 1.80725 12.3832 27.7608 7.78012 4.1798 37.9971 12.3389 3.2938 25.6582 21.9677 9.04509 3.65983 7.47641 19.9807 1.68889 14.4912 12.9821 3.0351 2.59207 114.163
internal_count=4034 1670 1606 2364 1503 861 1464 711 699 209 102 107 652 165 138 753 328 93 425 385 235 146 161 487 134 224 209 443 435 1586
is_linear=0
shrinkage=0.00196078


Tree=672
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 1 2 3 3 1 3 3 4 4 3 2 1 2 4 0 0 1 4 2 2 1 4 4 0 2
split_gain=0.566619 1.50208 1.30847 0.767031 0.916489 2.00752 0.977817 0.8413 0.884343 1.34939 0.86741 1.00835 1.09104 0.940206 0.759512 1.03019 0.77481 0.743921 0.627486 0.593489 1.44542 0.890089 1.14696 0.683136 1.04301 0.946585 0.84561 2.49835 0.900863 0.706251
threshold=66.590419433100024 90.297243227400017 89.953120586650016 85.705356740550016 38.625745710700009 64.02831883475001 -0.13953999999999997 0.10184000000000003 -0.15572 61.982402197500001 -1.0000000180025095e-35 0.096010000000000026 41.32819714970001 37.999598532650005 -0.25095999999999996 -0.23349 57.041016153700006 -0.016679999999999997 37.038444968100009 91.937202686950016 91.394134144600017 67.300172379550006 47.927946529500012 -0.059424999999999999 -0.016334999999999999 75.077881750900005 34.654301448200009 38.244973486750006 99.642323688800005 0.048475000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 -6 -7 8 14 10 13 12 17 -10 15 16 -1 -12 -5 20 21 -2 -23 26 25 -25 -21 28 -28 -26
right_child=19 -3 -4 4 5 6 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 23 -22 22 -24 24 29 -27 27 -29 -30 -31
leaf_value=-0.002201301029229971 0.00079010334873709195 0.001044775395515185 -0.0014979467868712418 0.00044359084121890692 0.00025618738602569774 -0.00023243200726653836 -0.002246335880211774 0.00044899666479468811 0.00037248040794285984 -0.0018448344532233391 -0.0016583869734481758 -0.0014953029717277634 0.00092692292364653344 -0.0022208488920722087 0.0012497125980072323 0.00069869303510174661 0.00012543296550603344 0.0004515801640715616 0.001448647187804987 0.00098262874564477827 -0.0022232140976369266 -0.0022273146124632335 0.0011040593614097503 0.0011191359845725045 -0.00078872550661825006 6.9235334999649112e-05 -0.0021305081674765267 -1.6485257585881548e-05 -0.00021388247132385978 0.00014004286127052273
leaf_weight=1.0757995909079903 2.094777792692184 6.9397492259740821 1.6020071581006039 5.7126351185142976 82.073440609499812 1.6872394233942034 1.6070095943287004 6.7359067926881826 0.72461654103244777 2.4060435866122125 1.2395486157620328 1.2655277955345807 3.7860687631764449 1.3982132222154176 1.8398189480649332 2.1802841331227687 0.89518204063642759 1.0568705899640924 3.3728088960051537 2.300067261528965 1.3669198423158375 1.0046369151095857 0.54381226887926448 7.0452394444728252 3.2088342945498907 5.0211578477901639 2.7964314791606735 36.244882082857657 1.1949969378401872 21.680272130884987
leaf_count=43 17 64 20 42 599 17 28 81 53 249 42 23 72 104 44 101 35 25 28 94 54 65 7 51 135 122 102 1139 129 449
internal_value=0.000131146 0.000208863 0.000160785 0.000183105 0.000258797 0.000199421 -0.00121486 -0.000107474 -0.000317254 -0.000609201 -0.000295291 5.26087e-06 0.00031747 -0.00133563 0.000261509 -0.000176458 -0.00114454 -0.000687326 0.0008167 1.37937e-05 -0.000602997 4.89936e-06 -0.00105734 5.26682e-05 0.000236433 0.000682244 -0.000106986 -0.000169273 -0.00155669 2.03012e-05
internal_weight=212.101 127.599 120.659 119.057 94.4531 85.3677 3.29425 24.6039 17.868 11.8769 9.47085 7.34802 6.08249 2.12283 5.99108 4.15127 1.97098 2.29642 9.08544 84.502 5.01015 3.64323 1.54845 79.4919 36.9555 12.0664 42.5364 40.2363 3.99143 24.8891
internal_count=4034 1670 1606 1586 714 644 45 872 791 568 319 162 139 157 223 179 78 67 70 2364 143 89 72 2221 757 173 1464 1370 231 584
is_linear=0
shrinkage=0.00184769


Tree=673
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 4 2 1 3 2 1 2 2 2 4 2 3 2 4 4 3 1 0 3 4 2 3 2 4 4
split_gain=0.685807 1.83405 1.51387 1.16649 1.35159 1.40378 2.09969 1.23023 1.16044 1.34582 1.39022 1.2794 1.18976 1.10083 1.82034 1.03095 1.06386 0.913902 0.778933 1.08821 0.775764 0.756303 1.54522 1.10774 1.64877 1.10095 0.750992 0.732761 1.81766 0.946273
threshold=66.590419433100024 90.297243227400017 89.953120586650016 -0.059424999999999999 -0.016334999999999999 40.583589072600013 -0.016679999999999997 71.104340634100012 0.083495000000000028 -0.08786999999999999 70.776348742200014 -0.088224999999999984 -0.068964999999999985 -0.079634999999999997 42.283941020600004 -0.074999999999999997 0.07907500000000002 -0.091919999999999988 37.627645350900004 40.00488309970001 0.084565000000000015 71.322105742700003 96.851704149400021 0.09450500000000002 41.827117825850003 -0.25236500000000001 0.097970000000000015 0.048475000000000011 36.957836847500012 41.066313126200008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 7 -7 -5 15 11 -11 17 13 14 -12 16 18 20 -2 -20 -10 -22 -23 25 -25 -24 -15 28 -6 -29
right_child=3 -3 -4 4 27 6 -8 -9 9 10 12 -13 -14 26 -16 -17 -18 -19 19 -21 21 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.00023513267801206534 -0.0025678876498483345 0.0012294886102161124 -0.0016565769801658514 0.0017880296026627843 0.0015064622958892487 -0.0024511993461673065 0.0020039611683025163 0.00049816950033081532 0.0017922650481385757 -0.0017936022876151071 -0.0023675219367139816 0.0022746902630455695 -0.0023818625076212165 0.0013959975861062733 0.00065164617682666396 0.00071229522297658907 -0.0020354085772139592 -0.0013239202832757212 0.001400262971513535 -0.0012076644103118477 0.00050984270627428259 -0.0021008623254055937 -0.000841471603005586 -0.001525702968691962 0.0011890751540688444 0.00083737277608826556 -0.00025087477812828473 -0.00014481923935792828 -0.0016598442723733478 0.0006600818832536103
leaf_weight=113.19892206294753 0.52124693797668475 7.1795655954629174 1.6501555740833271 4.9006710387766343 0.95684156603238379 1.1234460317500623 0.63750281929969776 6.7704979358240962 1.116275340289582 2.8640192134771487 1.5298461153288365 1.0851273238658929 0.86698157340288062 2.4558779720391612 1.5413286680559393 1.2811371638963454 3.0644459342438495 1.6217331135121629 1.2065820268180689 1.2549747125267456 10.918305429164322 1.4413951602764417 1.9501151261647462 3.0960680004136512 1.1909610106959005 6.5321693195000972 1.8791417748143429 14.953657926031157 2.5673765275787446 8.9924684841171239
leaf_count=1586 60 64 20 28 11 92 10 55 14 56 84 4 39 22 27 31 256 32 39 344 101 81 66 126 32 82 31 323 131 187
internal_value=0.000172806 0.000268055 0.000207953 4.1204e-05 0.00028383 0.000793556 -0.000838332 0.00103978 -0.000168084 -3.69367e-05 -0.00061618 0.000185884 -0.000208578 4.58302e-05 -0.000852294 -0.000885517 -0.00122402 0.000104547 -0.000390425 7.06642e-05 0.000192814 0.000121764 -0.000176403 4.08288e-05 -0.000771522 0.000451399 0.000682112 3.45896e-05 -0.000800177 0.000157445
internal_weight=210.349 122.029 114.849 88.3202 40.9025 13.4321 1.76095 11.6712 47.4177 40.0893 11.1372 28.9521 8.27318 7.40619 3.07117 7.32839 6.04725 27.867 2.9828 2.46156 26.2453 25.129 14.2107 12.7693 4.28703 8.48228 4.33502 27.4703 3.52422 23.9461
internal_count=4034 1670 1606 2364 837 185 102 83 1527 797 259 538 203 164 111 730 699 534 443 383 502 488 387 306 158 148 53 652 142 510
is_linear=0
shrinkage=0.00196078


Tree=674
num_leaves=31
num_cat=0
split_feature=2 2 0 3 2 2 1 1 2 0 0 3 1 1 3 0 3 1 3 3 3 1 0 0 1 2 3 1 0 2
split_gain=0.140019 0.185443 0.147582 0.588383 0.141889 0.773374 0.613299 0.344282 0.437278 0.323903 0.286213 0.205002 0.382171 0.244362 0.241254 0.389657 0.300185 0.286533 0.834415 0.746411 0.623299 0.937794 0.91408 0.509382 0.543672 0.605139 0.507267 0.446808 0.490816 0.392405
threshold=-0.69416999999999995 -0.63113999999999992 86.256490657300006 0.097450000000000023 -0.58559499999999998 -0.54526999999999992 64.407391431150018 78.285212300550015 -0.59681499999999998 101.18549865570002 102.11570516885001 0.41214500000000009 62.068432857650002 62.391047833300007 0.11660000000000002 86.103248543850015 0.11278000000000003 61.987779113750001 0.10371000000000001 0.11082500000000002 0.094175000000000023 61.87486387225001 85.877418060900013 85.495657006400009 62.009286778800011 -0.071864999999999998 0.08376500000000002 62.020040611300011 85.812895065800021 -0.094519999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 8 -3 -9 -11 14 -13 -14 16 -16 17 18 20 23 22 -22 -7 -19 25 -25 -24 -26 -29 -30
right_child=1 4 3 -5 5 11 -8 9 -10 10 -12 12 13 -15 15 -17 -18 19 -20 -21 21 -23 26 24 27 -27 -28 28 29 -31
leaf_value=0.036328061808387817 0.0026173821592958614 -0.017141207259626187 -0.089938305155936774 0.012145135794639042 0.034640233244842965 0.0038823995063008991 -0.070119997475246887 0.06577841182454193 0.025351755478238928 0.064661273608519323 -0.064794334047690388 0.038611109709244314 -0.013590295355008861 0.019972944912890443 -0.031861109454246361 -0.0013287143305571038 0.020886715115079432 -0.047560888492184539 -0.039826770094853289 -0.05460204934448433 -0.0047319937441075545 0.047221631446860576 -0.0061514937575229359 0.0032423781424020079 -0.024251244583182834 0.043172088187002355 -0.043433080703247834 0.024824331970123459 0.0075429496758309261 -0.00092971420839628709
leaf_weight=0.44761708829901081 0.62344228010624536 2.0593259372399193 0.44155594817311794 0.46742167585762218 0.28659737855195899 10.00356020485197 1.041164865957853 0.75498310383409239 1.8477424071170379 0.11392896249890327 0.17293386368328356 1.6575832404196251 1.9176760390400889 1.6003953669860491 2.3235566026996803 6.0779598659137264 3.0740337364895813 0.80794357787817617 2.5368432386312625 0.92419575570238421 3.4291765337111419 2.3580082347616553 2.5705148912966242 3.3764219305012375 2.5597204910591236 2.7856312659569076 3.4210673179477453 3.8382573956623665 32.014595844296295 70.1559201123073
leaf_count=18 4 40 34 8 3 556 118 9 26 2 82 15 10 43 32 77 47 124 26 31 41 21 24 28 36 18 34 66 963 1498
internal_value=0.000908081 0.000812134 -0.0211457 -0.0374441 0.00101767 0.00068805 -0.0475075 0.0115919 0.00295469 0.0439827 -0.0133804 0.00109452 0.0135063 0.00167786 0.000672612 -0.00977287 0.00128265 0.000854589 -0.0054062 0.00216194 -0.00139746 0.0164367 -0.00785002 0.00261599 0.00296934 0.0212931 -0.0274385 0.00192934 0.0025615 0.00172515
internal_weight=165.69 165.242 1.53242 0.908978 163.71 158.761 1.32776 4.94891 3.90707 1.04185 0.286863 157.433 5.17565 3.51807 152.257 8.40152 143.856 140.782 24.3192 116.463 21.7823 5.78718 15.9951 115.538 114.731 6.16205 5.99158 108.568 106.009 102.171
internal_count=4034 4016 46 42 3970 3811 121 159 66 93 84 3690 68 53 3622 109 3513 3466 702 2764 676 62 614 2733 2609 46 58 2563 2527 2461
is_linear=0
shrinkage=0.0634156


Tree=675
num_leaves=31
num_cat=0
split_feature=0 1 0 3 1 1 3 1 1 0 2 2 0 3 1 4 2 3 4 0 0 4 3 2 2 4 2 3 1 1
split_gain=0.698285 1.79286 1.56437 1.19544 1.14748 1.02719 1.87189 1.35415 1.69647 0.879864 0.749844 1.31123 1.35676 1.12584 1.50058 1.10653 1.28636 1.00898 0.816302 0.846832 1.36909 1.18752 0.805485 0.746649 1.17296 1.02753 1.69181 1.11407 1.19985 1.21127
threshold=91.066142252700018 67.649671936450019 90.407470010750018 0.13377000000000003 66.590419433100024 65.611820673600008 0.10932000000000001 67.074341896550024 67.649671936450019 87.350693116400024 -0.059424999999999999 -0.016334999999999999 94.047642319350018 0.083495000000000028 68.910558799650019 38.244973486750006 -0.116995 0.094175000000000023 33.708131650200009 97.752337623100019 98.413698323200009 43.426640904350009 0.084090000000000012 -0.59502499999999992 -0.54526999999999992 39.184300550350009 -0.075639999999999999 0.091290000000000024 70.897329358050015 71.322105742700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 10 -2 9 7 -7 -9 -1 13 12 -12 18 -15 16 17 -16 -3 21 -21 -20 -17 -24 -25 -26 27 -27 -29 -30
right_child=1 3 -4 -5 -6 6 -8 8 -10 -11 11 -13 -14 14 15 22 -18 -19 19 20 -22 -23 23 24 25 26 -28 28 29 -31
leaf_value=0.00014270540687860286 9.2414504348648727e-05 0.0020699896610310423 0.0011816075762553437 -0.0021487466597946317 -0.0020084628300652187 -0.0017397530241885762 0.0010865715590572642 0.0020968089459533334 -0.0022038810199067108 0.00057064381364461026 0.0019452989786900537 4.2226183173892834e-05 0.00044274982140270398 0.0014866278156233487 -0.0021698697988211 0.0016744880384114169 -0.0022312236465423661 0.00067580297302005806 -0.0023136987696862911 0.0019852781119875551 -0.0012275183587957372 0.00014074503930248413 0.00083666714717053989 -0.002129555278764456 0.00090181355762845373 0.00029726783268176472 -0.0022947003388790674 -0.0023728044053641603 0.0013886943175902226 -0.00079887799353251139
leaf_weight=92.289340713468846 1.5227574482560147 0.33292848192650026 6.0613076977897427 0.89007624384248529 2.6030261919368058 3.7412372371181837 1.9323108186945317 0.88839064538478829 0.5480332205479499 21.983948584645987 2.9611448053619815 25.05972119836224 8.882093224412527 2.4814084973186246 0.62358777321060221 1.1112134524155433 1.7723143055845856 1.7599104831315342 2.5156597127206628 0.76696622255258295 1.3580073726188855 1.0253361847426274 3.4978716610494294 1.0212144057441062 3.7207203537982485 12.02674969696819 1.3282746578042814 1.2632571160793293 1.2232441841624675 3.9743204406404402
leaf_count=1398 14 32 56 59 55 37 12 4 53 175 21 570 149 18 61 11 93 33 55 4 457 157 39 50 38 215 40 19 13 96
internal_value=0.000138919 2.53088e-06 0.000228515 6.65768e-05 -0.00123306 0.000180922 -0.000528026 -0.0011306 0.000455983 0.000225032 9.16296e-05 0.000291333 0.00081843 -8.46647e-05 4.44672e-05 -6.29248e-05 -0.000990945 -6.87022e-05 -0.000855382 -0.00102727 -6.79245e-05 -0.00160299 6.93032e-05 5.72592e-06 -0.000112629 -2.51174e-05 -0.000199162 -4.86046e-05 -0.000692442 -0.000284034
internal_weight=211.166 83.7218 127.445 79.596 4.12578 121.383 7.10997 5.17766 1.43642 114.273 78.7059 36.903 11.8432 41.803 35.8041 33.3227 4.15581 2.3835 5.9989 5.66597 2.12497 3.541 29.1669 28.0557 24.5578 23.5366 19.8158 18.4876 6.46082 5.19756
internal_count=4034 2299 1735 2230 69 1679 106 94 57 1573 2171 740 170 1431 726 708 187 94 705 673 461 212 521 510 471 421 383 343 128 109
is_linear=0
shrinkage=0.00192234


Tree=676
num_leaves=31
num_cat=0
split_feature=4 0 2 0 4 1 3 3 3 0 2 4 4 2 4 2 4 3 2 2 3 4 3 0 0 0 0 4 4 3
split_gain=0.130342 0.258933 0.700287 0.448931 0.833024 0.658987 0.400333 0.66221 0.611919 0.318774 0.293093 0.292184 0.447103 0.374681 0.827739 0.366313 0.277464 0.499354 0.548282 0.652513 0.428723 0.483424 0.519066 0.677755 0.376068 0.826334 0.799485 0.566024 0.296348 0.267276
threshold=42.141702038450013 86.329079026800017 -0.097294999999999993 86.83719761350001 43.218894539100006 62.036171360100006 0.087555000000000022 0.088435000000000027 0.10469000000000002 87.350693116400024 0.04932000000000001 42.233786329550007 42.488347682450005 -0.084275000000000003 42.402981339000007 -0.62218499999999988 42.940640897800002 0.09450500000000002 0.061925000000000015 -0.101395 0.08376500000000002 49.122847560300009 0.072205000000000033 96.741477366050006 97.39208423365001 95.808582394800013 100.52682641375002 43.89540535710001 43.308802343500005 0.10040500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 10 -8 -9 -5 -4 -11 13 -13 -15 -14 17 18 19 -17 21 22 -18 -24 25 27 -26 28 -22 -30
right_child=1 3 6 9 -6 -7 7 8 -10 11 -12 12 15 14 -16 16 20 -19 -20 -21 24 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.0022566847517908788 0.0014920548211128217 0.0069836077432719077 -0.081313902010134928 -0.03365598517969659 -0.024593523916737303 0.068045925312007732 0.058395695436144965 -0.07961667449931871 8.0581258883769233e-05 -0.048771531234213336 0.025570409723991588 0.044490247824397602 0.067482714625531404 -0.030386410633428999 0.049473460328419434 -0.011837686823260972 -0.031103725484125461 0.010272181286931518 0.0043401007771905345 -0.090954749854762124 -0.008518067011461003 -0.07708629527345115 0.063956915822198673 0.0021144448042489617 0.05247730066304146 -0.093504048221712002 -0.077365299259468071 0.034882965829156537 -0.090643745588129127 -0.017473924454192373
leaf_weight=124.10813570677942 7.3887295139647904 1.8752283267676859 1.2405980930343483 1.7660730909556175 1.6211962848901746 2.0341051891446114 0.4857821493642408 1.0119100074516612 1.1211455147713421 0.68254259182140486 0.15988968066085352 2.0546810284431558 0.37530748573045514 1.7067832904867857 1.2349832695908842 0.99334476435615249 0.84582987280191257 1.892300422874541 1.1805343598534817 1.3681258325086632 1.8471225787652659 0.29029883748262353 1.959818782459479 1.9535861024032781 1.0677791950292883 0.76994669716805209 0.34683962461895124 1.1395428398755028 0.60107069485820808 0.50899588549509645
leaf_count=2344 241 12 136 23 11 65 7 63 44 18 38 35 10 44 14 20 113 25 11 44 26 224 85 127 19 18 132 41 40 4
internal_value=0.00105105 -0.00255239 -0.0120855 0.00105878 0.0201857 0.0387556 -0.0370451 -0.019897 -0.0377274 -0.00324383 -0.0691112 -0.000890134 0.000586184 0.0201441 0.00313957 -0.00511497 -0.00674015 -0.0205426 -0.0370053 -0.0576744 -0.000120455 0.0159991 0.0216771 0.0330849 -0.013079 -0.0228809 0.0206422 -0.00960784 -0.0267522 -0.0570934
internal_weight=165.632 41.5241 11.4081 30.116 5.53053 3.90933 4.01933 2.61884 2.13306 24.5855 1.40049 22.8194 22.1369 4.99645 2.94177 17.1404 16.7651 5.43431 3.542 2.36147 11.3308 5.04953 4.75923 3.9134 6.2813 4.86668 1.41462 4.09673 2.95719 1.11007
internal_count=4034 1690 529 1161 88 77 288 114 107 1073 174 1050 1032 93 58 939 929 100 75 64 829 549 325 212 280 129 151 111 70 44
is_linear=0
shrinkage=0.0743015


Tree=677
num_leaves=31
num_cat=0
split_feature=0 0 3 3 1 3 3 4 4 2 3 0 3 2 2 3 2 2 4 1 4 3 4 1 1 4 0 4 2 0
split_gain=0.121603 0.487688 0.454299 0.58769 0.842342 0.483665 0.701195 0.828355 0.673044 0.463487 0.444376 0.580463 0.320353 0.673873 0.294257 0.283887 0.26688 0.410345 0.193218 0.186034 0.756582 1.05064 0.885517 1.41495 0.339523 0.780841 0.823789 0.782823 0.968794 0.736557
threshold=85.705356740550016 85.764502819450016 0.10184000000000003 -0.15572 61.982402197500001 0.096010000000000026 1.0000000180025095e-35 41.535369675400013 37.999598532650005 -0.018034999999999999 -0.25095999999999996 71.249517373150013 -0.55648999999999993 -0.13734499999999997 -0.59502499999999992 0.11334500000000002 -0.116995 -0.083064999999999986 41.646178195200001 61.987779113750001 40.636252116050009 0.092260000000000023 42.233786329550007 61.923256118600001 64.665483411650015 38.625745710700009 89.493394246350007 40.241071441700008 -0.14831999999999998 85.812895065800021
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 8 9 -5 -8 11 -1 -13 -14 -6 -4 -9 -18 -19 20 21 -3 23 -22 25 -21 27 -27 -29 -30
right_child=1 19 15 4 14 -7 7 16 -10 -11 -12 12 13 -15 -16 -17 17 18 -20 24 22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.081856273070266522 0.029962912613371875 -0.021489394442075843 0.023571227037153364 0.023065351204817432 0.026655765001527484 -0.058439004055371876 -0.063922456581554418 0.067968431813752728 -0.081216964541780359 0.0098864802727906299 0.043109806795589817 0.042992584132292497 -0.081047932206657694 0.017306569191446641 -0.078437149349113167 -0.013907716829586527 -0.017888323748288179 0.084786688705555294 0.021746919270566226 0.04906395137175832 0.00079420222677679226 0.034401603860220065 0.014272925196369095 -0.070211669016384967 -0.0010743891345498192 -0.019590476035577838 0.049165804068963044 0.043474709878706823 0.045756801502950258 0.00090690784272435816
leaf_weight=0.42199229283141937 2.9024200616404405 2.8605080507695657 3.5949795772321513 0.44937425703392342 0.14373278245329846 0.93500286422204215 0.86473769842996262 0.8200543988496064 0.93400457620009547 0.80565020733047255 1.3151935693749699 0.81391266587888855 0.47614281029382266 1.2075904436351261 1.430439669275074 1.36766938859364 0.78824368584901083 0.43503502011299167 0.52718086866661906 2.0069007985293856 2.6108466703444719 3.8922573104500771 2.4066535702440888 2.9082751320675015 78.427118346204907 6.6533872112631789 1.9450195347890247 3.1714101992547503 1.8905049404129375 35.552868503611535
leaf_count=96 30 21 37 53 2 23 42 12 104 27 44 20 39 26 252 47 15 1 42 30 27 22 20 29 2475 42 43 32 15 366
internal_value=0.000893809 0.00154683 -0.00465364 -0.0118342 -0.022847 -0.0118087 -0.00405669 0.010063 -0.0473421 -0.0283234 0.00931704 -0.00590541 0.00692695 -0.0105071 -0.0688414 0.0132423 0.0350075 0.0195659 0.0502483 0.000975373 -0.00649533 0.0107259 -0.0211678 -0.036622 0.0018212 0.00625486 0.00450912 0.00267156 0.00631846 0.00317137
internal_weight=164.559 147.228 17.3309 12.3683 8.13346 6.55928 5.62428 4.2409 1.38338 1.67039 4.23483 2.91964 2.49765 1.68373 1.57417 4.96265 2.57051 1.75046 0.962216 144.326 14.6785 6.75277 7.92578 5.51912 129.647 51.2201 49.2132 47.2682 40.6148 37.4434
internal_count=4034 3152 882 798 573 319 296 139 157 69 225 181 85 65 254 84 70 58 43 3122 119 43 76 56 3003 528 498 455 413 381
is_linear=0
shrinkage=0.0700159


Tree=678
num_leaves=31
num_cat=0
split_feature=4 0 4 0 4 2 1 1 0 0 4 3 4 1 1 4 4 4 2 4 1 4 0 0 0 2 2 4 2 2
split_gain=0.126004 0.232338 0.670534 0.504442 0.372677 0.651834 0.37009 0.887322 0.555149 0.361263 0.717135 0.434311 0.507062 0.514198 0.344122 0.313688 0.285596 0.361771 0.370722 0.335323 0.474562 0.320776 0.819317 0.760772 0.406357 0.308171 0.292558 0.440393 0.822438 0.502026
threshold=42.141702038450013 86.329079026800017 42.686561923500008 85.121961326250016 42.719328117250008 -0.086139999999999994 62.132955852800002 62.095317438950012 87.818484831100008 85.995710218650018 43.426640904350009 0.096515000000000031 47.927946529500012 64.307918480350011 54.927888063200008 43.018222997350009 42.283941020600004 42.488347682450005 -0.084275000000000003 43.157831852650006 66.590419433100024 42.67709657435001 90.407470010750018 92.805574663100018 97.521130223850008 0.096390000000000017 0.04932000000000001 43.680097826700013 -0.16276499999999997 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 9 7 15 -8 10 -6 12 13 -12 -7 -3 -10 18 -18 21 -21 -19 -23 -24 -25 26 27 29 -29 -22
right_child=1 6 4 -5 5 14 8 -9 16 -11 11 -13 -14 -15 -16 -17 17 19 -20 20 25 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0017767340833080988 0.022962527611632481 -0.015741964295499546 0.047562714848449747 -0.057707030173535671 -0.067997836177907389 0.049841462153034304 -0.040441876709748796 0.059905311306026915 -0.041097739617078369 0.02777511734196203 -0.069619774804445755 0.061829041701177728 0.0083278755237455385 0.027479657441376499 -0.069610523738576 0.013815350190559177 0.038196526596869056 -0.0035988588631452882 -0.001215930761144565 0.030303932071442996 0.051711447042522368 -0.081147385052269039 0.058174078518782563 -0.071695590173389043 0.0095395822270950177 -0.066703846973332453 0.019564914009991861 0.0049637414320174572 -0.069206091641537903 -0.017996187874184867
leaf_weight=123.17444136589347 0.39785967214993379 2.4246834721416262 0.58091991394758125 1.7548398970393462 0.70632459355692656 0.11427602984258545 1.5976445598789748 1.3726312499493358 0.71030329231871547 1.6005372814834116 0.80293909978354328 0.45620679855346669 3.2938353531062603 0.31877956620883197 0.86248813732527196 3.9492037184536457 1.9479319727397526 4.0075306909420751 2.048849066282858 2.212461897172032 0.80800656533392612 0.93303128704428706 0.53339442971628148 0.59773405554005854 0.45281369024814921 0.31565128776128393 1.9508693568423039 1.4136406416919327 1.1219858538306597 0.92959366693321477
leaf_count=2344 32 32 4 70 52 43 27 55 34 9 92 4 54 57 112 29 30 54 37 26 15 11 10 26 41 99 11 124 460 40
internal_value=0.000750331 -0.00239328 -0.0104619 -0.0427978 -0.00249406 -0.00605968 0.000602462 0.0127307 -0.00375087 0.000685864 -0.00708694 0.00174413 -0.00446373 -0.0420252 -0.0556353 0.00257148 -0.000817538 0.000666944 0.0179927 -0.00386593 0.00440831 -0.0149653 -0.0330629 -0.0047385 -0.0366811 -0.00435244 -0.00119032 -0.0106658 -0.0278556 0.0144188
internal_weight=163.391 40.217 10.889 2.1527 8.73631 8.15539 29.328 7.74652 21.5814 7.17862 5.57809 4.87176 4.41555 1.12172 0.976764 6.37389 19.9838 19.2735 3.99678 15.2767 8.75221 6.5245 2.51697 1.58394 1.05055 6.53975 6.2241 4.27323 2.53563 1.7376
internal_count=4034 1690 529 102 427 423 1161 116 1045 268 259 207 203 149 155 61 1018 984 67 917 775 142 88 77 67 749 650 639 584 55
is_linear=0
shrinkage=0.0646839


Tree=679
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 4 4 2 3 0 4 4 1 3 2 1 0 1 1 3 4 2 4 2 0 1 3 4 4
split_gain=1.00574 0.453632 0.791922 0.868047 0.512646 1.15937 1.28929 1.54414 1.403 1.16075 0.724263 0.710936 0.790037 0.670071 0.525403 0.442997 0.417778 1.44951 1.34582 1.20379 1.10037 0.873039 0.711779 0.55376 0.504719 0.442552 0.64443 0.530706 0.42818 0.682867
threshold=83.740093847200015 83.116371560950014 81.479100559500012 104.91170162450001 80.468240302450013 98.142164052000012 40.00488309970001 41.243661560350013 -0.102645 0.10828500000000003 101.86567856270001 41.827117825850003 42.141702038450013 77.946466576100008 0.084090000000000012 0.20949500000000004 70.171445662850019 96.163458868000006 71.096275259700022 70.776348742200014 0.08376500000000002 43.631818398850008 -0.059424999999999999 37.828051409500013 -0.10051499999999999 85.667718326750006 61.923256118600001 -0.16320999999999999 42.686561923500008 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 13 9 10 11 -7 -8 -9 -13 16 -10 -2 25 18 19 22 21 23 24 -20 -18 26 -1 -28 -29 -30
right_child=15 -3 3 -5 -6 6 7 8 14 -11 -12 12 -14 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00012474680935511652 -0.0021058768371974229 0.0011470192210443677 -0.002155008629221195 0.0010522619975784743 0.0006495083836208028 -0.0022459384645830125 4.3909481670367724e-05 -0.0021318124608680033 -0.00050644817055025594 -0.00018009128680661105 0.0015859823380561799 0.0021533158661271698 -0.00047119515522434015 0.0015053011053294504 -0.0023445344318021766 0.00070410815297371481 -0.00013288401491154761 0.00027009704883763648 0.00023509871400770847 0.0011769770531401564 -0.0021236268419415312 0.0011655831083142183 0.00038865242674829899 -0.0021603130961630273 -0.0021356296635938569 0.00027680520610200691 0.00031131045683258963 -0.0021573761239702884 0.0021844251025137538 -0.0014132726449126269
leaf_weight=14.10941947061656 1.063678239947875 1.8179486520093622 1.1158762173508865 0.45743652222881781 8.3505011760862526 2.2812063780438612 2.3713225461542589 0.35214156843721811 0.90334866521880153 1.930699666496366 2.3132802350446582 0.93746937066316582 0.83262548810671433 1.4910039118840348 1.7681602918310089 0.27056930086837372 0.77003722410881925 23.432605656795204 0.6042510634288194 2.2783486812841147 2.8720975510077551 0.92652238257869601 1.4819157051388154 0.9613677280722186 1.3014563213801014 118.77355109006749 1.0545030423381834 1.2247352939157274 0.27789863944053628 0.75095126812811941
leaf_count=521 693 27 123 53 88 113 27 10 32 48 23 5 80 52 55 64 22 185 10 19 162 101 42 35 55 1075 26 155 1 132
internal_value=0.000160615 0.000172063 0.000163016 -0.0012225 0.000174232 0.000152895 -0.00039631 4.80801e-06 -0.000777549 -0.00129897 0.000805393 0.000412602 0.000918786 0.00019653 -0.001723 -0.00153605 0.000185106 -7.19878e-06 -0.000587564 6.44334e-05 -0.00129639 -0.000343021 -0.000648899 -0.0012358 -0.00139115 0.000234003 -5.78775e-05 -0.000836794 -0.00137402 -0.000441513
internal_weight=199.077 197.743 195.925 1.57331 194.351 186.001 13.6903 9.47835 4.79375 4.21191 4.6846 2.12224 1.77009 172.311 2.67151 1.33425 170.82 34.6286 11.196 5.83176 5.36424 2.49214 3.55341 1.56562 2.07149 136.191 17.4175 3.30809 2.25359 1.02885
internal_count=4034 3277 3250 176 3074 2986 393 232 182 161 50 95 85 2593 87 757 2541 631 446 138 308 146 119 45 77 1910 835 314 288 133
is_linear=0
shrinkage=0.00196078


Tree=680
num_leaves=31
num_cat=0
split_feature=1 0 4 1 2 4 0 4 3 4 2 0 1 4 3 1 3 2 1 2 0 3 2 0 2 3 3 4 1 3
split_gain=0.826127 1.67951 0.917899 0.674354 0.567204 0.533235 1.33503 1.18161 0.674972 0.594861 0.813247 0.573365 0.885684 1.2444 1.18676 1.06902 0.645299 0.568361 0.525351 1.21938 0.505419 0.472897 0.465283 0.482668 0.456213 1.1483 0.862154 0.992599 0.911137 1.14973
threshold=64.407391431150018 88.606203063300015 41.975471476700008 83.740093847200015 0.20949500000000004 41.975471476700008 86.329079026800017 42.686561923500008 0.083495000000000028 42.719328117250008 -0.086139999999999994 85.121961326250016 58.167480110400007 39.011793722550003 0.093325000000000033 57.041016153700006 0.10507500000000002 -0.078649999999999984 65.29995953045001 -0.048954999999999992 69.830011480250008 0.089305000000000023 -0.18231499999999998 81.87699236280001 -0.059424999999999999 0.083365000000000022 0.084565000000000015 35.419594101850009 82.457699319000014 0.092260000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 18 -5 11 7 -7 17 -9 -11 12 15 14 -14 16 -1 -8 19 22 -12 -10 23 -2 25 -20 -27 -28 29 -29
right_child=3 2 -4 4 -6 6 8 9 21 10 20 -13 13 -15 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0020461033855153927 0.0012422584989137076 0.0020387118220198024 0.00056527973885888208 -0.0020677797006001726 0.00093684452307455355 -0.001479312831375635 0.00041916702205950518 0.0015484645303121159 -0.00038242605445968535 -3.3364299364071328e-05 0.0014601658341294006 0.00037481027795114051 -0.0021021794217499132 -0.0022808147205247596 0.00050780091985649217 0.0015113182940961237 0.0020309420041829608 0.0020576757204926232 -0.00070508484272752104 -0.0024741062749867944 -0.0021420694295290728 0.00043032328145502122 0.00081599136249171206 -0.0022550914800468485 0.00022685908256617288 0.0011882272628399198 0.00087604465333379134 0.00018444878076420162 0.0014876499200545356 -0.00052014315390969622
leaf_weight=0.65994206728646476 0.22133073746226761 3.004218937829136 3.5420843921601772 1.0171998733603675 0.31678385686245736 3.2785819064301931 1.7661736980080607 0.75317098945379157 3.9984331727027884 8.3619925401580968 0.17180561169516195 61.200498396530747 0.86929030794999596 1.3546979366801677 2.9187644049525261 1.9335440306749658 0.19287697225809097 1.5096342600882078 8.5329096995410492 1.0411568526760664 1.1665035742917096 8.8323712497949582 1.3320531577337535 0.48235452501103282 42.273503503485699 2.5463100923225275 4.5602720725582904 18.575895552930888 1.3501923278090533 17.100735944346525
leaf_count=101 14 41 32 693 64 125 8 4 41 205 28 384 103 101 29 29 2 52 477 36 108 50 18 57 577 21 55 260 25 294
internal_value=0.000158777 0.000279599 0.00124146 3.0458e-05 -0.00135427 0.000215976 -3.09395e-06 -0.000452274 0.000379864 -0.000130158 -0.000260493 0.000310534 -0.000185576 -0.000667943 -9.11425e-05 0.000704722 -0.00112402 0.00117426 4.93038e-05 -0.000748089 -0.00167963 0.000177048 0.000134664 -0.00115507 7.51464e-05 -4.66284e-05 8.068e-05 1.28666e-05 -9.34435e-05 -0.00015328
internal_weight=204.865 105.515 6.5463 99.3507 1.33398 98.9683 29.8387 13.7321 16.1066 10.4535 9.7003 69.1296 7.92912 5.14275 3.78805 2.78636 0.852819 3.27581 98.0167 3.0769 1.33831 12.8308 2.03574 0.703685 94.9398 52.6663 44.1334 41.5871 37.0268 35.6766
internal_count=4034 1443 73 2591 757 1370 621 470 151 345 341 749 365 233 132 132 103 60 1834 125 136 91 89 71 1709 1132 655 634 579 554
is_linear=0
shrinkage=0.00196078


Tree=681
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 3 0 4 3 4 3 3 0 2 3 2 1 3 2 1 2 2 4 2 0 2 2 3 1
split_gain=0.669725 1.71906 1.67805 1.12975 1.59105 1.95918 0.987809 0.802111 0.833701 1.36442 0.999056 3.03291 0.965825 0.956368 1.1865 0.83984 0.793391 1.12875 0.954961 1.288 1.14846 1.06704 1.10184 1.64738 0.895218 0.852005 1.20915 0.763077 0.7898 0.852088
threshold=67.074341896550024 90.297243227400017 89.953120586650016 91.937202686950016 90.633300493650012 67.649671936450019 0.13377000000000003 85.995710218650018 41.243661560350013 0.087795000000000026 41.806790701050012 0.097450000000000023 0.089920000000000014 87.170566421650008 -0.080019999999999994 0.087555000000000022 -0.059424999999999999 81.479100559500012 0.083495000000000028 -0.08786999999999999 70.776348742200014 -0.068964999999999985 -0.079634999999999997 42.283941020600004 -0.016334999999999999 93.953546284800012 -0.088224999999999984 -0.074999999999999997 0.076615000000000016 72.01572794030001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 16 -1 12 -10 11 -11 15 14 -14 -9 18 24 27 25 -21 22 23 -22 -18 -20 -27 28 29 -5
right_child=3 -3 -4 6 -6 -7 -8 8 9 10 -12 -13 13 -15 -16 -17 17 -19 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-9.6354083500666008e-08 0.0020853081842293524 0.001081596446783086 -0.0017367201687109378 -0.0023256426710072842 -0.0020128465314469867 -0.0023011738714100258 -0.0020888907998754206 0.00038896436119999157 0.0005244571509993751 -0.0026899088852633066 2.4615343996603532e-05 0.00053477565641062695 -0.0003344068713627377 0.0013379859086527324 0.00093849679225465482 -0.00086610486360312014 0.00080594957992682187 -0.0013902977649492096 0.0010874021102667286 -0.0016479004171047018 -0.0023128706652848796 -0.0022328097069423979 0.00073059508863912664 0.00061337878532612979 0.00015348574834740742 9.4448136053454233e-06 0.0021762242386991798 0.00054426605493784546 -0.0019085929173399999 0.00060252893694710168
leaf_weight=40.38308197830338 1.0256726294755929 8.5601249453611654 1.6490889042615879 0.51479889580514271 2.2917703366838396 0.59428808372467745 0.77062220327206787 10.786315381526945 18.494619540404528 2.0790122561156776 15.900936458259819 2.2381082102656364 4.2301723435521108 8.1180862411856634 7.510638084262613 2.4105632267892352 11.730156195117159 1.3942499290133117 3.9313182779587796 2.596677537076177 1.4071974243488514 0.82593250926583994 4.000355950644007 1.436849103803979 23.023569170254632 20.027761380675656 0.99920798838138836 1.1671236307738571 2.4947388986402075 1.2812209101939513
leaf_count=1020 5 88 20 48 56 56 58 88 187 30 109 13 20 61 42 21 91 351 25 51 82 36 44 27 293 456 4 31 430 191
internal_value=0.000160888 0.000250815 0.000188324 2.58979e-05 -0.000982097 0.000476112 7.67087e-05 0.00021663 0.000338579 0.000147124 -0.000198044 -0.00101815 0.000562797 0.00083066 0.000479874 0.000159711 9.84298e-05 0.000305668 -8.57063e-05 3.02247e-05 -0.000542895 -0.000168812 8.02565e-05 -0.000834492 0.000373707 0.000265987 0.000112411 -0.000833928 -0.00120881 -0.000236782
internal_weight=203.874 122.361 113.801 81.5135 3.91173 1.61996 77.6018 112.152 71.7685 38.7127 20.2181 4.31712 33.0558 19.8589 11.7408 13.1969 76.8312 36.148 40.6832 35.2253 10.267 7.67033 6.8444 2.84405 34.7537 24.9583 21.027 5.45788 4.29076 1.79602
internal_count=4034 1699 1611 2335 117 61 2218 1591 571 339 152 43 232 123 62 109 2160 735 1425 725 240 189 153 109 384 485 460 700 669 239
is_linear=0
shrinkage=0.00192234


Tree=682
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 1 2 0 1 2 1 1 0 3 3 3 3 4 2 2 0 4 1 3 4 3 1 4 2 4
split_gain=0.648286 0.618989 0.520554 0.945914 0.802156 2.01474 1.46593 1.13851 0.889056 0.790891 0.679101 0.943248 1.48027 1.70655 2.59592 1.24263 1.05127 1.03055 0.939151 1.6453 1.15817 1.55568 0.7615 0.813154 2.45687 1.42459 1.31257 0.825886 0.805832 1.89408
threshold=83.740093847200015 0.20949500000000004 -0.06828999999999999 84.226704768850013 -0.053159999999999992 70.641925835650014 -0.046635000000000003 86.329079026800017 61.907125369850007 -0.054619999999999995 83.116371560950014 69.999384342500022 96.039789794050009 0.090390000000000012 0.092835000000000015 0.082535000000000011 0.089850000000000027 48.96897326980001 -0.077085000000000001 -0.078649999999999984 86.054856297550018 39.749124837650008 62.391047833300007 0.083950000000000011 37.627645350900004 0.097015000000000032 67.300172379550006 36.957836847500012 -0.086139999999999994 41.535369675400013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 -4 5 7 -6 -5 -8 -7 11 18 13 17 -15 -14 -17 -13 19 22 -20 -22 28 24 -24 -25 -26 -27 -1 -30
right_child=1 -3 3 4 6 9 8 -9 -10 -11 -12 12 15 14 -16 16 -18 -19 20 -21 21 -23 23 25 26 27 -28 -29 29 -31
leaf_value=0.00016879713561231439 -0.001971252857030955 0.00086174014350552772 -0.00098925268995696367 0.00033075165630476938 -0.001244442902707531 -0.0021380208612763007 0.0013175614129647499 0.0015444263835867765 0.00022297539407635874 0.00013468849230538718 0.0013057074878845927 -0.0021351058664885393 -0.0014489984043862517 0.001147490801431728 -0.0015054375398213602 0.00058078337757571632 -0.00023912657479508708 0.00093105936243366514 0.00027607758274874575 0.0017496357362124092 0.00011596075408448952 -0.001985753819972695 -0.0023339056217166329 0.0010014064475646605 0.0010102567781014662 0.00067443504591892592 -0.0015244620854132679 -0.00069979750946721 -0.0017074596711784803 7.7681430260811792e-05
leaf_weight=41.166819088015465 0.95887757266791485 0.38349628166179173 2.0650716186501077 4.6906144162639958 2.3520876487018532 1.0288584706140682 2.756604882888495 6.6195693798363209 60.069453255535336 1.1537275929003945 1.5732540348690225 3.495740131998899 1.8522891882312276 2.6759075149893761 2.5667012672638521 10.762605458730834 11.47831969312392 0.4381468369392677 4.7691680991556478 2.4483845457434645 2.3148036226630211 2.7217709831893444 1.4074847094016174 12.786405232967811 3.6916358177550137 2.779633540660142 0.90317448915448029 3.5208059959113598 2.9148292448371702 7.6563404642511159
leaf_count=634 693 64 217 33 22 52 23 47 751 7 20 219 210 20 81 109 197 48 26 71 16 35 31 104 103 17 33 32 29 90
internal_value=0.00014353 -0.00116191 0.000152092 0.00026985 0.000302901 0.000721167 0.000216314 0.00104109 0.000271002 -0.000936654 7.53737e-05 5.95534e-05 -0.000211221 -0.000855366 -0.000151342 3.41178e-05 0.000157636 -0.0017936 0.000160681 0.000228738 -0.000389535 -0.00101981 0.000180269 0.000449714 -0.000155323 0.000639981 0.000512022 -9.35124e-05 4.96085e-05 -0.000414542
internal_weight=206.003 1.34237 204.66 80.736 78.6709 13.4928 65.1781 11.3102 62.8261 2.18259 123.924 122.351 33.2697 9.1765 5.24261 24.0932 22.2409 3.93389 89.0813 79.2755 9.80574 5.03657 76.8271 25.0891 6.0023 19.0868 4.59481 6.30044 51.738 10.5712
internal_count=4034 757 3277 1152 935 139 796 80 774 59 2125 2105 884 368 101 516 306 267 1221 1144 77 51 1073 320 167 153 136 49 753 119
is_linear=0
shrinkage=0.00188464


Tree=683
num_leaves=31
num_cat=0
split_feature=0 4 2 0 0 4 3 3 4 3 3 4 0 3 3 2 1 4 1 0 0 1 2 4 1 0 1 3 2 4
split_gain=0.135567 0.360108 0.21798 0.266657 0.234013 0.145232 0.232637 0.644305 0.258208 0.424304 0.971154 0.443157 0.383454 0.471955 0.415882 0.780202 0.567799 0.373701 0.352251 0.462342 0.330588 0.310711 0.500396 0.276584 0.380328 0.274636 0.28031 0.270811 0.24913 0.248294
threshold=103.48144189910001 40.844669808050007 -0.086139999999999994 103.80405687475002 107.57327517365 42.141702038450013 -0.25095999999999996 -0.55648999999999993 47.927946529500012 -0.11303999999999999 1.0000000180025095e-35 49.122847560300009 86.20003303655001 0.10828500000000003 0.085910000000000028 -0.116995 62.116825104000007 42.686561923500008 62.132955852800002 87.818484831100008 99.994511703900017 62.084563606450011 -0.033799999999999997 43.961868063600001 64.94239459915002 67.04476885710001 64.730006406800015 0.089305000000000023 -0.62218499999999988 43.157831852650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1 7 -7 12 -10 -11 -12 13 14 25 -16 17 -17 21 -20 -13 27 -23 29 -25 -8 -27 -14 -26 -21
right_child=1 2 3 4 -6 6 8 -9 9 10 11 20 18 -15 15 16 -18 -19 19 23 -22 22 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.0023569961359163343 -0.06818409411330488 -0.067806111099047967 -0.076932483480044417 0.052188599915280687 -0.067773140729919648 0.0068175537214194629 0.058962443416178754 -0.075378334758492427 0.049717925707752186 -0.076471164292343172 0.042704300077321872 -0.071228499089891831 -0.0071002712410459298 -0.072134880710107763 0.054060246793832929 -0.041517817723451429 -0.072946105935189215 0.013865012377628716 -0.038682425210317346 -0.0056783975930835475 0.044770290853435618 0.069769531335306598 -0.011778856219499879 0.068385375972656176 0.041689576198672189 -0.070519919416542079 0.016159174493279724 0.019183721031616904 -0.070439580084717623 0.011479741410804026
leaf_weight=124.1080533148197 0.46477696037845706 0.15572084559244104 0.11038984241895378 0.55632078048802214 0.084882558485332993 1.0830433375158461 0.10419821657705952 0.7183812139701321 1.14674604319589 0.57446375756990109 1.4028303143568335 0.32431419908243686 3.604349711909892 0.65830503858160216 0.89655744424089778 0.78947394934948611 0.65292165731079865 1.8326905978901775 1.6601445673150035 10.694725030218256 0.16938187643609126 0.92921066284179688 0.53814161475747802 0.13107524812221427 0.10350474342703819 0.95050141729006987 0.20549794449470937 3.4985148925334215 0.67476156092743622 5.9416820539918254
leaf_count=1786 434 278 5 20 183 38 6 79 12 28 21 75 40 38 10 33 28 55 26 170 23 52 5 4 2 208 16 27 227 105
internal_value=0.00105128 -0.0200139 0.00466151 0.0196759 0.0363081 0.00122817 -0.00233793 -0.0259609 -0.00120264 0.0158866 0.000186094 0.0234058 -0.00302819 -0.0183212 -0.0117993 -0.0015646 -0.0167919 -0.00280949 0.00032492 -0.00473759 -0.0314305 0.01167 0.0398622 -0.00152579 -0.037666 -0.0456792 -0.0551113 0.00584591 -0.0555271 0.000449621
internal_weight=164.766 1.37209 0.907314 0.751593 0.641203 163.393 39.2854 1.80142 37.484 3.61774 2.47099 1.89653 33.8663 6.09015 5.43184 4.17164 3.27509 2.62216 27.7761 19.2059 0.493696 8.57022 1.46735 17.5457 0.909342 1.2602 1.156 7.10286 0.778266 16.6364
internal_count=4034 920 486 208 203 3114 1328 117 1211 159 147 119 1052 394 356 126 116 88 658 534 98 124 57 508 233 230 224 67 229 275
is_linear=0
shrinkage=0.0672971


Tree=684
num_leaves=31
num_cat=0
split_feature=0 3 1 0 0 3 0 0 1 1 4 1 2 4 3 1 3 0 1 0 2 2 4 2 3 2 1 0 0 0
split_gain=0.136186 0.289152 0.139112 1.06708 1.15904 0.814483 0.494857 1.17841 1.31534 0.556407 0.477804 1.09359 1.17906 1.25492 1.00916 0.470341 0.860612 0.489342 1.36176 0.99756 0.568645 0.98132 1.37168 1.16691 0.722267 0.851546 0.60895 0.656697 0.640187 0.603898
threshold=71.131225215400022 0.049900000000000007 66.590419433100024 90.297243227400017 89.953120586650016 0.09091500000000001 91.937202686950016 90.767723400200012 67.300172379550006 67.649671936450019 36.491284729650012 64.665483411650015 -0.073609999999999995 43.426640904350009 0.085820000000000021 68.910558799650019 0.12535000000000004 93.399723909900004 69.873026810350026 93.692765846100016 -0.079634999999999997 -0.08786999999999999 42.283941020600004 -0.088224999999999984 0.075810000000000016 0.04932000000000001 70.077349628250019 93.953546284800012 94.773526014550015 102.21786657775002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -5 7 8 -4 -8 14 -12 13 -13 -2 -11 17 -17 -19 -20 21 23 -23 26 25 -22 -21 -28 -29 -30
right_child=2 -3 6 5 -6 -7 9 -9 -10 15 11 12 -14 -15 -16 16 -18 18 19 20 24 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.077618513760685307 -0.021810810186561207 0.014671936901566944 0.046999193089489563 0.051351847131084469 -0.063055222700432997 -0.0067053004675212526 -0.055456138064003076 -0.07049323291249239 -0.065418641727744004 0.024006743816010083 0.0023231023918520691 -0.094928645798752223 0.022269165956559048 0.026706816697300927 0.044286653440163345 -0.035502142258103775 -0.07590813775483711 0.046999977913194844 -0.077979229325189678 -0.094911123090110794 -0.0039516837923763027 -0.079430987338533487 0.013497220037119045 0.076266033310768741 0.010211825808429994 -0.078129310426372875 0.068373774804529303 -0.051634929583972582 -0.00021872054149351761 -0.07151001757351913
leaf_weight=0.31421493117886612 1.6162861399061501 0.32582727295812219 1.3959722081199286 3.5765041289851061 1.3106031715869892 1.67033164948225 0.8374632359482338 1.5847627392504362 0.7559983924293191 3.8834130748000453 80.787722306391515 1.7029987564892515 1.035980179964098 0.52221206598915149 3.3323345179087482 1.749133790959603 0.70748154780085215 2.9216808213968752 0.78407860081642766 0.35718902293592592 3.3203766939932491 1.9508196850601991 1.2142940643452673 0.8469754233956327 26.669341471366351 0.93443386661783723 0.56581876799464481 1.3789777903584788 15.135448371605886 0.58137099087116517
leaf_count=175 96 16 13 48 20 16 14 68 62 41 1107 30 38 61 63 30 67 34 18 4 61 119 37 4 618 126 10 150 380 508
internal_value=0.000965442 -0.0306361 0.00108943 0.00277512 0.00102667 0.0328693 -0.00129424 -0.0255736 0.00750623 0.000126943 0.00197036 0.000749942 -0.0382211 -0.0663833 0.0226983 0.000865802 -0.000654322 0.000257178 0.00136108 -0.00112021 1.78016e-05 -0.00840966 -0.0437791 -0.00247571 0.00602167 -0.0202424 -0.00617698 -0.00438242 -0.00679042 -0.00285581
internal_weight=163.77 0.640042 163.13 95.555 90.3081 5.24684 67.575 3.73673 2.15197 63.8383 88.9975 84.0489 3.26119 2.22521 4.94862 63.0008 59.1174 58.4099 56.6608 53.7391 52.955 22.0309 3.16511 18.8658 30.9242 4.25481 18.0188 17.6616 17.0958 15.7168
internal_count=4034 191 3843 1479 1415 64 2364 143 75 2221 1395 1236 129 91 159 2207 2166 2099 2069 2035 2017 1212 156 1056 805 187 1052 1048 1038 888
is_linear=0
shrinkage=0.0686431


Tree=685
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 3 3 1 1 2 3 3 4 4 1 2 3 4 1 0 2 4 4 0 0 0 0 3 4 2
split_gain=0.641334 0.566743 1.04393 0.822057 1.2547 1.57906 1.31907 0.98102 0.838789 0.76502 0.761894 0.701965 0.996011 1.07807 0.697731 0.878297 0.680917 0.755417 0.879936 0.64854 1.30235 0.653288 0.647102 0.604438 0.602594 1.19034 0.991066 0.655577 1.14524 0.895345
threshold=0.36215000000000008 93.953546284800012 93.805681087600007 96.163458868000006 71.096275259700022 0.10335500000000002 0.08376500000000002 70.776348742200014 72.187789260650007 0.20949500000000004 -0.10747999999999999 0.099465000000000012 34.41230404325001 42.558389508100007 69.999384342500022 -0.055334999999999995 0.11278000000000003 42.006870117350005 80.677940036650014 94.773526014550015 -0.117885 37.311503175250003 43.631818398850008 89.953120586650016 85.995710218650018 86.135510041400025 85.925810307250018 0.080135000000000026 37.52517992975001 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 7 8 19 22 14 -5 12 -12 -14 24 -16 17 18 -13 20 -3 -22 -6 -11 26 -26 -1 28 -27 -29
right_child=-2 3 -4 10 6 -7 -8 -9 -10 23 11 16 13 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 27 -28 29 -30 -31
leaf_value=6.8113296423475206e-05 -0.0013109542228643735 0.00078101465898090762 0.0013520122745323791 -0.0020411933613836779 -0.00054954913773819258 0.0018977584144187923 -0.0020978914469589353 0.0010244194781447189 -0.0020767038286001408 0.0017794081225634588 -0.0023090161097558204 -0.0018346456838969384 0.00040913085479480336 -0.0004548087014289438 -0.0023351044145472418 0.00021432232178297144 0.00029745319896119175 0.00048433153678288421 -9.3320958153991527e-05 0.00017557319150952679 -0.00044967462164096316 -0.0022975756138728771 0.0016985460988672887 0.00037846645693376957 0.0009565981248828557 -0.00068854709018147282 -0.0011625989404249926 0.00034481867446030276 0.00076327536774659305 -0.00010159025750352293
leaf_weight=37.505027311606682 1.1173696919722704 1.0438106337096527 2.9421836203546254 0.59771562671630718 1.0396788697689765 1.4077501252759237 2.670344902202487 1.6415174715220926 0.63527031845296722 1.940020678914151 0.55583983331598474 2.6402552025392634 36.022701503810822 6.2659644522718727 0.923029725585366 1.0879441693541583 3.9155597384451539 1.4172194101847706 1.8058699162938863 2.3433034662157297 1.0523275900632141 2.154265700140968 0.8683271794579922 2.7531695305369794 8.5000343834981305 2.3534687464125481 2.5845868755131951 32.516586272977293 13.671487222542053 33.924862609244883
leaf_count=970 109 14 29 162 20 14 132 13 80 27 73 50 617 477 42 47 87 27 56 38 10 61 53 39 55 21 29 226 179 277
internal_value=0.00014154 0.000149313 0.000218981 5.32534e-06 -0.000394491 1.62845e-05 -0.00115425 -0.000305339 -0.000163462 0.000194782 0.000116933 0.000141446 0.000247517 0.00028112 0.000167879 -0.000955855 -0.000323284 -0.000737813 -0.00112738 -0.000636386 -0.00108403 -0.00169114 0.000473551 0.000957573 0.000185122 0.000271657 -1.1231e-05 0.000201058 0.000550057 0.000116883
internal_weight=209.897 208.78 140.702 68.0777 14.8566 9.64297 5.21362 8.23522 2.54328 137.76 53.2211 52.6234 42.8445 42.2887 133.067 2.01097 9.7789 5.86334 4.44613 6.59371 4.2504 3.20659 1.90801 4.69319 131.056 90.9664 40.0896 82.4664 16.025 66.4414
internal_count=4034 3925 1941 1984 435 150 285 136 153 1912 1549 1387 1167 1094 1846 89 220 133 106 123 85 71 73 66 1757 758 999 703 200 503
is_linear=0
shrinkage=0.00192234


Tree=686
num_leaves=31
num_cat=0
split_feature=0 0 1 4 4 3 3 0 0 1 4 0 1 2 2 0 4 2 1 1 1 0 2 4 3 3 4 1 3 3
split_gain=0.129733 0.443122 0.254092 0.494974 0.269937 0.350286 0.265561 0.44647 0.228643 0.85312 0.485119 0.453477 0.33082 0.231301 0.752102 0.987905 1.14153 0.884898 0.721688 0.815664 0.73949 0.654277 0.63972 0.795348 0.544417 0.503519 1.25234 1.04529 0.941523 0.808041
threshold=85.667718326750006 85.624702996650015 62.052302108850007 44.756878345700009 35.171584490050009 0.11243000000000002 0.10335500000000002 83.503509531750026 85.812895065800021 62.025417527550012 41.319407281650008 85.861287312150012 62.052302108850007 -0.06828999999999999 -0.077085000000000001 96.163458868000006 41.319407281650008 -0.078649999999999984 61.993156030000002 62.057679025150001 61.901748453550006 94.496614827150012 -0.059754999999999996 40.844669808050007 0.097450000000000023 0.083365000000000022 37.627645350900004 67.300172379550006 0.076615000000000016 0.084360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 -1 9 10 -2 -10 -11 14 17 16 24 18 20 -20 -13 -19 23 -15 -16 26 -21 -28 -29 -27
right_child=8 -3 3 -5 5 -7 -8 -9 11 12 -12 13 -14 22 15 -17 -18 21 19 25 -22 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=-0.077929655357206459 -0.026653511365867973 -0.08425628833428675 -0.07628537773757918 0.04686760094257085 -0.00068889510747764345 -0.053896152127328137 0.074512894251309095 0.074479655723325724 -0.044975995677524312 0.072302979497008299 0.012606492238301473 0.002326538905614709 0.023503574482985769 -0.012509571157956161 -0.045535071238184337 0.015502773890874044 -0.089234944853982451 0.07445781222491317 0.023801229414471919 -0.085532890525449615 -0.050027683257804448 -0.014990167911759465 0.0030083636631202601 0.067717287181899344 0.0049207260835150172 0.047274139650152182 0.010433785117647114 0.010721001081603176 -0.074202003768310751 0.00011605249962131443
leaf_weight=0.21427449835754941 2.5895205214619619 0.37153292662696991 0.61984672695689447 0.24031628982629627 10.793747333616917 0.69908589310944158 0.47970351856201887 0.19463496655225754 1.1361448974348594 1.3097572587430479 4.703782448079437 2.747663834132239 1.6861403172370044 1.0310629941814107 2.1166288321837765 2.704202853339666 1.6468880996108053 1.4661550279706852 7.981126692146062 1.2002923626448581 2.9889034628868103 0.61633817115216505 54.833344678101639 1.8011839095852336 2.4462183429859579 2.0187190498181726 6.2548468662425858 1.1121999294209675 1.8368543417764156 42.921694521111931
leaf_count=74 17 16 109 55 546 25 14 3 18 8 40 14 38 33 27 43 33 69 57 87 30 17 1100 22 19 32 57 214 389 828
internal_value=0.00101161 -0.00579571 -0.00359427 -0.0418783 -0.0009346 -0.00392539 0.0377466 -0.00538504 0.00163292 0.0121106 -0.00133295 0.000856556 0.0448379 0.00123465 -0.00129893 -0.0212455 -0.0372486 0.00120023 -0.000210498 0.00203074 -0.0249514 0.0479846 0.00475208 0.0385112 -0.0184849 -0.00110874 -0.0155492 -0.00642256 -0.0421743 0.00223439
internal_weight=162.763 13.6131 13.2416 0.860163 12.3814 11.4928 0.888613 0.408909 149.15 10.2892 7.2933 138.86 2.9959 137.724 80.0587 8.91394 6.20974 71.1448 69.0623 63.3257 5.73657 2.08249 57.6656 2.83225 4.56285 55.3446 10.4042 9.2039 2.94905 44.9404
internal_count=4034 842 826 164 662 571 91 77 3192 103 57 3089 46 3071 1916 122 79 1794 1708 1664 44 86 1155 55 46 1607 747 660 603 860
is_linear=0
shrinkage=0.0728446


Tree=687
num_leaves=31
num_cat=0
split_feature=0 4 4 0 4 0 4 1 4 2 0 4 3 2 0 1 4 1 3 1 0 4 4 3 3 4 0 3 3 2
split_gain=0.518649 0.559164 0.552429 0.799862 1.25764 1.10153 1.29702 0.648777 0.593291 1.20541 0.646564 1.21669 0.614365 0.838514 0.576581 0.867652 0.990753 0.850176 0.823723 0.619391 1.38226 1.23259 0.980289 0.74947 1.13227 0.926419 0.747374 1.63528 1.75462 1.88218
threshold=103.48144189910001 40.844669808050007 42.094663496250007 86.329079026800017 42.686561923500008 86.83719761350001 43.218894539100006 62.036171360100006 42.719328117250008 -0.086139999999999994 85.995710218650018 43.426640904350009 0.096515000000000031 -0.11963999999999998 85.121961326250016 58.167480110400007 39.011793722550003 57.041016153700006 0.093325000000000033 64.665483411650015 87.350693116400024 41.975471476700008 41.218101594450012 0.091290000000000024 0.088075000000000028 41.806790701050012 86.20003303655001 0.076130000000000017 0.09450500000000002 -0.08786999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 4 -4 6 7 -5 -6 10 11 -10 13 -13 15 17 18 -1 -17 20 26 22 -21 24 -24 -25 -16 -28 29 -29
right_child=1 -3 3 5 8 -7 -8 -9 9 -11 -12 12 -14 -15 19 16 -18 -19 -20 21 -22 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=-0.001100528801833001 -0.0020002445480801368 -4.1540632002570373e-05 -0.0014751495922741768 0.00051545192608597797 0.0014989856478557686 -2.8582008203329053e-05 -0.00069531111310403558 0.0017472889238188227 -0.0021226813492032843 -0.0018304775268647296 0.00099587145889437341 0.00017223083013165726 0.0019056804001686396 -0.0021477515108387925 0.00048234638607935526 -0.0020704892930587253 -0.0022397803242286858 0.0013464533542135657 0.00023129015727027654 0.00016205156685458296 0.0011024869508930346 0.0014957653430961177 -0.0010966779799740144 -0.0019491903681628281 0.00093233501718578053 0.00036297239519360568 0.0011685840181646892 0.00010838961506422928 0.00039229989870618399 -0.0014829580084550168
leaf_weight=0.78046267596073393 0.87664047585531024 1.5531045331372295 3.2237770156352772 3.0752884149551374 0.83479391038417716 31.292480412725126 1.820516614243388 3.5313980057835579 1.1104043998056985 1.5312865680170951 2.1296504735946655 5.0284954922681173 0.65150794014334668 0.67995565291494475 31.445911839604378 0.75793022589641657 1.3242643747944383 1.8162936876469755 2.828198951901868 67.094103404670022 9.0487430486828071 2.4663112442940465 2.0319624785333863 2.3381279809400444 2.2046884279698133 0.93173184059560288 4.1229678839445141 5.551755107939246 10.760680757462977 5.8882698807865372
leaf_count=106 434 486 107 14 4 715 11 67 52 155 9 175 4 28 196 111 117 30 34 779 96 21 39 55 12 12 19 23 65 58
internal_value=0.000152393 -0.000748232 0.000163 -5.4783e-06 -0.000388161 0.00014087 0.000770091 0.00117389 -9.53165e-05 -0.000214881 4.28203e-05 -0.000228875 0.00010177 -0.000104111 0.000224107 -0.000305653 -0.000790408 0.000611006 -0.000255192 0.000251747 0.000389909 0.000131958 8.68698e-05 -0.000585114 -4.08106e-05 -0.00129035 0.000278295 3.45371e-05 -0.000176071 -0.000710689
internal_weight=208.732 2.42975 206.302 54.9096 15.1899 39.7197 8.4272 6.60669 11.9661 11.1313 9.60001 7.47036 6.35996 5.70845 151.392 7.50715 4.91039 2.59676 3.58613 143.885 66.8183 77.0669 74.6006 7.50651 4.23665 3.26986 57.7696 26.3237 22.2007 11.44
internal_count=4034 920 3114 1341 534 807 92 81 427 423 268 259 207 203 1773 398 262 136 145 1375 457 918 897 118 51 67 361 165 146 81
is_linear=0
shrinkage=0.00196078


Tree=688
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 3 4 0 1 2 4 3 2 4 3 3 2 3 0 0 3 4 3 4 1 2 3 2 4
split_gain=0.117285 1.43956 0.685628 0.535415 0.737765 0.410048 0.380962 0.424019 0.61706 0.719636 0.477687 0.347505 0.701484 0.560399 0.351678 0.763236 0.937977 0.796539 0.68527 0.525786 0.518731 0.499497 0.546676 0.672004 0.410616 0.411487 0.420652 0.399526 0.782296 0.274082
threshold=71.096275259700022 96.039789794050009 0.076615000000000016 70.776348742200014 70.389210771400016 0.078005000000000019 0.099465000000000012 42.522337019050006 98.674478761850011 75.951630643300021 -0.031449999999999999 38.244973486750006 0.092835000000000015 -0.11572 39.458743938000005 0.090735000000000024 0.087245000000000031 -0.076484999999999984 0.09091500000000001 96.163458868000006 99.744485097750015 0.088145000000000015 40.890797847750008 0.08895500000000002 39.664548207900005 72.01572794030001 0.086310000000000026 0.093160000000000034 0.13747000000000004 40.563919884450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 29 -6 11 8 -8 -10 -11 12 -3 -14 18 16 19 20 -13 -16 -17 -18 -23 -24 -21 -26 -27 28 -19 -1
right_child=1 6 -4 -5 5 -7 7 -9 9 10 -12 14 13 -15 15 17 21 27 -20 24 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0055794509962660607 -0.0036676661621133796 -0.070445276829390724 -0.068745156879406979 0.029838839454623567 0.010096968912992449 -0.06944733074819362 -0.060437974147044909 0.024543124917982006 0.051494278800057844 -0.055936323724362851 -0.0019042978825317446 0.0019201167619655032 0.049119508618327923 -0.026444262499530555 0.076443721245473786 -0.077280016335980209 0.050657720263206654 -0.075290819538878936 0.049107969524985265 -0.095010407321981988 -0.010929942673227444 0.033245886531806372 0.019720080558375805 -0.059027709666010175 -0.079604591049359658 0.0014272228848347171 -0.069480944814957563 0.015120271115159723 0.021787903080471894 -0.00092928051511666958
leaf_weight=49.199528867298795 1.0948633806983701 0.80129856555868118 1.97770281049452 2.9291767808608702 0.39530763411312253 0.98511163674993441 1.3222489713225503 1.0414372787927275 0.71567748580127988 1.1348407699497332 1.912713364283263 3.3047339371260049 0.71406537265283976 1.0635798990660985 0.35733816027641907 1.2563511449843647 2.6278848544461644 0.74357760118436889 2.252948569774162 0.21563267007877485 0.86680952718597826 2.875924302788917 1.1740492729950345 0.78856265102513123 0.29790535743813862 10.572936272970306 0.3771778888931302 2.6073198285303079 0.70292495127068833 65.86738473715377
leaf_count=685 77 261 266 38 17 75 42 27 8 102 51 75 17 42 1 28 23 34 30 7 50 31 80 25 17 534 89 19 7 1276
internal_value=0.000916869 -0.00204631 -0.0455558 0.00197927 0.00127848 -0.0466684 0.00131872 -0.0138115 -0.021666 -0.00804306 -0.0220246 0.0040776 -0.0191934 0.00390908 0.00601218 0.00273037 0.0091945 -0.0174537 0.0210489 -0.00236888 -0.0501917 0.0275019 0.0149256 -0.0119202 -0.00482558 -0.00309667 -0.00101522 -0.000307345 -0.0281156 0.00185368
internal_weight=162.177 42.8005 3.07257 119.377 116.447 1.38042 39.7279 6.12692 5.08548 3.76323 3.04755 33.601 2.57894 1.77765 31.0221 25.4644 19.2874 6.17698 5.55768 11.821 2.12316 7.46642 4.83854 1.96261 11.4637 11.248 10.9501 4.05382 1.4465 115.067
internal_count=4034 1943 343 2091 2053 92 1600 230 203 161 153 1370 320 59 1050 945 807 138 105 648 78 159 136 105 647 640 623 60 41 1961
is_linear=0
shrinkage=0.0659776


Tree=689
num_leaves=31
num_cat=0
split_feature=0 0 3 3 1 3 3 4 4 2 3 0 0 0 0 2 2 2 1 3 4 2 3 0 2 0 2 0 3 3
split_gain=0.119102 0.446764 0.34758 0.527944 0.789955 0.425099 0.540764 0.702886 0.615101 0.430486 0.35176 0.43496 0.3537 0.281988 0.256007 0.244278 0.242411 0.33039 0.212463 0.252852 0.188885 0.1754 0.537005 0.166721 0.290788 0.145884 0.658747 0.614416 0.447469 0.346852
threshold=85.705356740550016 85.764502819450016 0.10184000000000003 -0.15572 61.982402197500001 0.096010000000000026 1.0000000180025095e-35 41.535369675400013 37.999598532650005 -0.018034999999999999 -0.18112999999999999 71.249517373150013 71.332859575200004 85.242941942100018 83.941728207000011 -0.59502499999999992 -0.116995 -0.083064999999999986 55.887667615750004 -0.27343499999999998 41.646178195200001 -0.13734499999999997 -0.55648999999999993 85.121961326250016 -0.26894999999999997 85.995710218650018 -0.088224999999999984 86.135510041400025 0.096315000000000026 0.098105000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 8 9 23 -8 11 18 -13 14 -4 -6 -9 -18 -1 -20 -19 22 -14 24 -5 26 29 -27 -28 -3
right_child=1 25 13 4 15 -7 7 16 -10 -11 -12 12 21 -15 -16 -17 17 20 19 -21 -22 -23 -24 -25 -26 27 28 -29 -30 -31
leaf_value=-0.090981981889803262 0.030228241281300656 -0.0096395093700719428 0.024448613293362634 0.075886528332249584 0.024016377556409462 -0.057748898835040093 -0.063961507200180082 0.068868909287471719 -0.082952638012619387 0.01001117593535376 0.07354731510026366 0.058872621452225597 0.026317808537944763 0.039701571622745853 -0.016146276909260203 -0.081431286735360098 -0.015958670337504123 0.086323882258785109 -0.077255467789407825 0.054564832366322952 0.018987567440884087 0.018448346863816596 -0.081314862694313608 0.077695352656568212 -0.074226372331903767 0.023239656235701425 -0.0041443312158225259 0.00055172213266265618 -0.041490910374745657 0.028161980762954418
leaf_weight=0.34191903880855612 2.8318240283988407 2.1886953013017774 1.3939747681724832 0.11635879427194595 0.12813042849302281 0.91193890944123257 0.84273184183984995 0.74014656431972969 0.82226933566198568 0.82723802409600444 0.41151295948657285 0.71695251599885557 0.53939630463719412 1.3570656584342939 2.0172365407925099 1.2926259474188553 0.77693656040355552 0.39845827221870456 0.14632888827327406 0.16347625013440847 0.49648236916982569 1.2249644313415042 0.45216298611194372 0.17701025307178497 0.16639810884953543 6.6788867339491835 3.647692058933897 122.59986755649038 3.1921608252450824 3.1299312133342028
leaf_count=74 30 32 38 1 2 23 42 12 104 27 11 10 12 23 23 252 15 1 35 7 42 36 40 1 51 58 35 2946 34 17
internal_value=0.000910155 0.00157997 -0.00496008 -0.0117193 -0.022873 -0.0117694 -0.00395238 0.00900954 -0.045223 -0.0273183 0.00976006 0.00243849 0.0143978 0.0116158 0.000442626 -0.0719215 0.0341612 0.018796 -0.0513916 -0.00769727 0.048968 1.20577e-05 -0.022764 0.0222543 -0.0124526 0.00100638 -0.00662219 0.00172384 -0.021574 0.0126061
internal_weight=160.731 144.269 16.4617 11.6934 7.69673 6.27597 5.36403 4.08199 1.28204 1.66997 3.99671 3.5852 2.93348 4.76828 3.41121 1.42076 2.41202 1.67188 0.651724 0.309805 0.894941 2.21652 0.991559 0.459767 0.282757 141.437 12.1585 129.279 6.83985 5.31863
internal_count=4034 3152 882 798 573 319 296 139 157 69 225 214 98 84 61 254 70 58 116 42 43 88 52 53 52 3122 118 3004 69 49
is_linear=0
shrinkage=0.0728446


Tree=690
num_leaves=31
num_cat=0
split_feature=4 0 1 1 3 2 2 2 1 3 3 2 2 4 0 0 1 2 4 0 3 3 2 3 4 3 4 0 3 4
split_gain=0.11336 0.245029 0.325446 0.726839 0.316604 0.301274 0.699993 1.10746 0.824339 0.713089 0.773832 0.666774 0.758073 1.86646 0.566359 1.39147 1.17239 0.665644 1.31773 0.569806 0.522195 1.59065 1.08107 0.839155 1.68215 0.50874 0.494452 0.442196 0.70339 0.451687
threshold=42.141702038450013 76.451683855550016 58.167480110400007 60.613977009100005 0.10507500000000002 -0.06483499999999999 -0.053159999999999992 -0.046635000000000003 61.853356207250009 0.091375000000000026 0.082535000000000011 -0.086139999999999994 -0.081629999999999994 41.535369675400013 85.705356740550016 85.963448721100022 62.020040611300011 -0.08786999999999999 38.064633603500006 86.256490657300006 0.092260000000000023 0.089415000000000022 -0.076484999999999984 -0.14860999999999999 41.571132012400007 0.12535000000000004 40.098777110850008 85.877418060900013 0.095750000000000016 41.965809985500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 11 9 -8 -9 10 -7 14 13 -13 17 -16 -17 18 -5 -18 21 23 -22 -14 -25 -21 -11 28 -10 -29
right_child=-2 2 3 5 -6 6 7 8 27 26 -12 12 20 -15 15 16 19 -19 -20 25 22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.064449024560107968 -0.0022909929445818255 0.03272749686756489 -0.055309609005158293 0.027570107446946553 0.064475743236869054 0.022322758249619226 -0.044274025589926873 0.055855135972589072 0.012369572972686874 0.058038348273408105 -0.040430656686720239 -0.07478648275872829 0.023474005301236202 0.018709792741628983 0.035842260565606021 -0.039231827580466401 0.044653997330406328 0.025857545768656551 -0.076401832158757635 0.0040934653576601447 -0.067589076565428882 0.045611574473582238 -0.0054799487893742675 -0.062747877461139842 0.013124486590492548 -0.03137452215998885 0.018030529422674035 0.0032902626382126298 -0.059462277337982962 0.041969683729139597
leaf_weight=0.43171132271527213 38.342082127689082 1.357438938692211 0.89887319854460557 0.73784217964566856 0.093124900013208389 2.2443474997562576 1.9577270219451737 1.2220802418887604 1.0626563593395979 2.4446340962313116 1.2197195536282377 2.1272012053323155 1.9263950268577934 1.4398865889234 5.2044695988297454 2.7173187881708136 1.3314208388328541 0.80617724452167649 1.4606723119504748 34.16498667890346 1.405402857228182 2.7456365451216698 5.6898615326645077 2.4404123267922824 2.2665773627959425 1.7076410219451634 2.5258900597691536 35.564485779079405 1.1324389089422764 1.2570574172277691
leaf_count=245 1690 17 48 40 2 24 23 15 26 26 33 62 15 20 22 17 6 4 41 709 35 16 64 56 40 37 18 645 18 20
internal_value=0.000715543 0.00166367 0.00185112 0.00150097 -0.0415731 0.00193081 0.0056364 0.00230268 0.00456877 0.0223143 0.000226891 -0.000821324 -0.0105405 -0.0370459 0.0032257 0.00500078 0.000980043 -0.0234333 -0.0415079 0.00391705 -0.00480143 0.00501865 -0.0177823 -0.0117832 -0.0262127 0.00240509 0.0377074 0.00296238 -0.0246881 0.00461075
internal_weight=159.926 121.584 121.059 119.702 0.524836 118.803 50.631 42.1964 40.2387 8.43459 3.46407 68.1719 20.0414 3.56709 48.1305 45.1258 39.9214 3.00469 2.19851 37.204 16.4743 9.37902 7.09526 6.63338 4.70699 35.8726 4.97052 39.0166 2.1951 36.8215
internal_count=4034 2344 2097 2080 247 2032 848 747 724 101 57 1184 308 82 876 791 769 85 81 752 226 127 99 111 96 746 44 709 44 665
is_linear=0
shrinkage=0.0634156


Tree=691
num_leaves=31
num_cat=0
split_feature=3 0 0 3 3 4 4 4 3 4 0 2 2 4 2 2 4 2 2 3 2 4 0 3 3 0 3 2 2 2
split_gain=0.110286 0.504321 0.844217 0.540379 0.63505 0.462056 0.503787 0.413905 0.665562 0.401449 0.381178 0.28911 0.711846 0.660472 0.28508 0.559038 0.421187 0.806209 0.325187 0.294053 1.01644 0.496823 0.685553 0.283708 0.571848 0.460808 0.274249 0.500693 0.957763 0.483571
threshold=0.080135000000000026 96.959242474650011 97.096353839300008 1.0000000180025095e-35 -0.046510000000000003 40.00488309970001 38.334060527150008 41.919251152600005 -0.10747999999999999 39.337369931850013 102.11570516885001 0.066710000000000019 -0.06483499999999999 42.047301293400004 -0.037054999999999998 -0.046635000000000003 37.73036952315001 -0.073609999999999995 -0.23997499999999999 -0.11789499999999999 -0.071864999999999998 41.243661560350013 83.503509531750026 -0.25095999999999996 -0.55648999999999993 75.274139194400007 0.082535000000000011 -0.055334999999999995 -0.08786999999999999 -0.12546499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 23 -5 -7 12 13 -11 15 16 17 18 -1 20 21 22 -18 24 -9 -25 27 28 29 -2
right_child=26 2 5 9 -6 10 -8 8 -10 11 -12 -13 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.034132657288550888 -0.050376195710391265 -0.098653802135331176 -0.061655170727015887 -0.0065283795816068633 -0.042519424384767711 -0.065796119189367563 0.028960430589133647 0.0054645541883619839 -0.066381553477657909 -0.02308134784109836 -0.0081048923370303505 0.0042252788525938651 0.05795103723217393 0.034658996094187371 0.02260625863700463 -0.029125638272256889 0.036350175643584171 0.059072671480218955 -0.068453273488003979 0.034480912933903506 0.063268802350290254 0.0075619813785566519 -0.072830553160404529 0.045010860870701046 -0.065788688648879823 -0.0066761838090147472 0.00042649976872982372 0.0078861156242987906 -0.080003900440870537 0.0085571745501989305
leaf_weight=0.13021908116934644 0.69609861901653913 0.3996807644143695 0.25806622400887169 1.781130837276576 1.1298143201856898 0.62532820462001826 1.4508249612263169 1.0507065628844428 0.66405473224949574 1.1175777558237312 1.182081762736743 1.754247445205692 2.2221797996171522 1.927659770575701 4.0226960825675642 1.5542218349874026 0.2832302092574539 0.31498060002922967 0.72296514560002834 2.130339602008462 0.89895319938659657 2.1739179359283298 0.74708858737722039 0.880741038181441 0.65169113808224199 2.0487953977863071 120.53269692343747 2.4033941366214995 0.91447065630200075 1.7400543224066496
leaf_count=10 65 8 133 28 19 121 47 37 97 10 296 17 46 135 82 11 60 2 121 25 8 9 18 39 75 77 2282 59 24 73
internal_value=0.000613289 0.00373962 -0.0163559 0.00652946 0.00095857 -0.00700151 0.0152762 0.00364657 -0.0104321 0.0188096 -0.0280649 0.0252369 0.0322346 0.0134688 0.00939145 0.00345581 0.0102973 -0.022632 -0.0527959 0.0164683 0.00711627 -0.0086374 -0.0428172 -0.00241098 -0.0218117 0.0088631 -0.000181947 -0.0129274 -0.0278569 -0.00828226
internal_weight=158.41 32.1232 3.91598 28.2072 19.4044 3.5163 1.70889 18.2746 5.29599 8.8028 1.80741 7.02166 5.26742 3.04524 12.9786 8.95592 7.40169 1.16816 0.853184 6.23353 4.10319 3.20424 1.03032 4.63193 1.7024 2.92954 126.287 5.75402 3.35062 2.43615
internal_count=4034 1531 605 926 690 597 180 671 325 236 417 208 191 145 346 264 253 133 131 120 95 87 78 228 112 116 2503 221 162 138
is_linear=0
shrinkage=0.0597579


Tree=692
num_leaves=31
num_cat=0
split_feature=4 2 3 4 1 2 2 0 2 1 0 1 4 2 4 4 2 3 0 4 1 1 2 0 0 0 4 4 1 1
split_gain=0.112404 0.652858 0.807671 0.416063 0.227429 0.625218 0.21204 0.184711 0.375005 0.15048 0.642124 0.420157 0.775327 0.436551 0.439765 0.683096 0.373769 0.289599 0.261144 0.217376 0.208605 0.357788 0.330228 0.289616 0.291481 0.747606 0.623658 0.90694 0.522529 0.28799
threshold=34.654301448200009 0.15844000000000005 0.076835000000000028 32.051492741500006 75.271450736300025 0.10957500000000002 -0.10623499999999998 91.937202686950016 -0.094519999999999993 61.622148808000013 83.941728207000011 60.613977009100005 39.458743938000005 -0.23349 48.96897326980001 48.86568841230001 -0.013805 -0.23921499999999998 67.04476885710001 41.942745071500006 61.901748453550006 61.93400995115001 -0.076484999999999984 85.667718326750006 85.812895065800021 85.861287312150012 41.385032804600009 41.685324604100011 62.025417527550012 62.041548276350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 7 -6 -1 8 -5 10 11 12 -2 14 15 17 19 -14 -18 -15 -11 22 -22 -23 26 -26 -25 -28 -29 -27
right_child=9 2 -4 4 5 -7 -8 -9 -10 20 -12 -13 13 16 -16 -17 18 -19 -20 -21 21 23 -24 24 25 29 27 28 -30 -31
leaf_value=-0.077810051113953879 -0.062907741348409152 0.044517154965501377 -0.089383038334908849 -0.0094355753227646864 -0.07435885154515906 0.07500231184058459 0.010303464494176164 0.05921282020343796 0.064168448691487773 0.012257199970349924 -0.052507582649205381 0.063842111341909341 -0.078651803739753154 0.062236165870758552 -0.059870291930405758 0.072850046945208205 0.064113811226664111 0.0038719581070376344 -0.070545556510442933 0.017341116820157182 -0.039506611625738736 -0.024146582747043725 -0.0020134953395758003 -0.0083588927199494123 -0.063314320205742777 0.009142571676799249 0.075829379615665451 -0.025363198239225407 0.032233975417491588 -0.00045498057739722613
leaf_weight=0.25489914812123993 0.9032994014560235 0.33351739674253611 0.58380885375663638 0.73770494342898052 0.29598021416313702 0.23843053928067093 0.25988606528153391 1.3483451553620396 0.58464225148782167 7.1140078098978838 1.3264927251730112 0.45392828100011673 0.34436605728842562 0.9415289452299479 0.71665779221802939 0.47326783090829849 0.090046844212339106 0.47918345763173387 0.27537935936197755 1.1040566593146648 2.0135382594307885 2.1503617103153365 2.458250254043377 3.3739540949463835 0.8608217341825356 17.109668385935947 1.4312086403369901 1.2141461265273394 1.9091901239007709 105.98956936419881
leaf_count=103 64 34 38 36 56 3 31 10 13 62 36 12 37 15 30 3 4 41 133 27 36 290 22 21 17 156 6 20 41 2637
internal_value=0.000637098 0.0111655 -0.0407002 0.0239556 0.033156 -0.00772048 -0.0333265 0.0413354 0.0231066 0.000317438 -0.00943488 0.000447244 -0.00495401 0.00687777 -0.0167167 0.00713127 0.0265819 -0.0306352 -0.0373633 0.0380051 0.000793466 0.000204681 -0.0188957 0.000841907 0.00124933 0.000433211 0.0140091 0.0305791 0.00984401 0.000878991
internal_weight=157.37 4.63721 0.917326 3.71989 3.2051 0.534411 0.514785 2.67069 1.32235 152.733 7.10821 5.78171 5.32779 4.42449 2.01348 1.29682 2.41101 0.82355 0.365426 2.04559 145.625 138.511 4.47179 134.039 131.889 123.96 7.9285 4.55454 3.12334 123.099
internal_count=4034 324 72 252 118 59 134 59 49 3710 402 366 354 290 111 81 179 78 137 42 3308 3246 58 3188 2898 2810 88 67 61 2793
is_linear=0
shrinkage=0.0686431


Tree=693
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 2 4 4 4 1 1 1 2 2 0 2 2 3 3 0 3 0 4 2 3 1 2 2 2 1
split_gain=0.573621 0.421574 0.348596 0.984975 0.942231 1.37034 1.14512 0.933349 0.870523 0.784984 0.817497 0.844935 0.808467 1.68257 1.02189 0.992142 1.63734 0.795253 0.88558 0.845394 1.12169 1.47553 0.796502 0.713887 1.0815 0.688145 0.739203 0.663969 1.06558 1.07552
threshold=0.36215000000000008 88.17067284620002 93.953546284800012 93.805681087600007 -0.056724999999999998 -0.068964999999999985 38.244973486750006 35.050303764500008 34.41230404325001 75.408562100950022 75.634392583900009 75.806453904250006 -0.122165 -0.079634999999999997 94.354126546200021 -0.095854999999999996 -0.102645 0.082535000000000011 0.089850000000000027 98.911063077300014 0.087475000000000011 101.55650587770002 38.969453495950006 0.22598000000000004 0.097015000000000032 69.999384342500022 -0.055334999999999995 -0.08786999999999999 -0.092479999999999993 77.946466576100008
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 5 6 7 8 -4 12 -11 -12 14 15 -8 16 -14 22 19 -19 21 -21 -13 -6 -25 -1 -27 28 29 -20
right_child=1 -3 4 -5 23 -7 9 -9 -10 10 11 17 13 -15 -16 -17 -18 18 27 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00019766717154031012 0.00015907233905761021 -0.00233561377898689 -0.0022302774315385945 0.0013683105079610276 0.00040297444983656167 -0.0022975988039980713 0.0019763469752604374 -0.0018232527550156668 0.0010572164707345405 0.0011866952682209487 -0.0023028074860252119 0.0015471024297243272 -0.0023206151456711009 0.00062915297365511195 -0.00015287200459224683 -0.0021961668743210503 0.00053663894049109969 0.0021834782947446028 -0.0022936874743375826 -0.0026550551931916497 0.0013522674628543147 0.0010663771379577493 -0.0021127543738644313 -0.0022026753515677917 0.00017427654725272782 -0.0023194787308268299 0.00021531516796299558 -0.0013261131432352822 0.0023095135290146862 0.00038162301127475781
leaf_weight=127.80597224616213 0.44790027430280932 0.62224978304584511 0.43308262360187555 2.7424859477905548 25.645202554402207 1.1448314490116889 1.071337193250655 2.5323689794386155 1.0867950372194171 3.2851592377410261 0.54378719301894207 0.29777194347116054 1.2566578148398539 2.5230046212673214 4.5350125470431522 2.5774181169690564 1.9955392982810736 1.4982006698846797 0.76799156214110587 0.81445257319137476 2.2355738104961347 0.82411222829978215 0.98449248937868106 1.0529817161732347 2.4443053386639804 0.87184688166598789 0.89781933263293356 1.4529011923004871 0.76008415222168002 2.3321257396455621
leaf_count=1821 12 97 83 29 511 61 6 185 18 25 10 8 107 19 122 96 17 6 17 13 40 63 384 53 24 42 49 26 2 88
internal_value=0.000140172 -0.00129149 0.000147973 0.000205465 2.92857e-05 -0.000187794 -0.00011635 -0.00109422 0.000120459 1.68214e-05 0.000316199 8.76322e-05 -0.000321969 -0.00070857 0.000254008 -0.00128753 -0.000567412 0.000196249 0.000371342 0.0009327 0.000449001 -0.00078337 -0.00126285 0.000289645 -0.000541389 0.000180853 -0.00103348 -0.000196274 0.000228974 -0.000281131
internal_weight=197.483 1.07015 196.413 132.318 64.0952 34.9527 33.8079 4.05225 1.51988 29.7556 15.7967 12.5115 13.959 8.35262 5.60635 5.82962 3.2522 11.9677 10.6854 5.37234 3.87414 1.63856 1.28226 29.1425 3.49729 129.576 1.76967 5.3131 3.8602 3.10012
internal_count=4034 109 3925 1941 1984 1396 1335 286 101 1049 682 657 367 239 128 220 124 647 255 122 116 76 392 588 77 1912 91 133 107 105
is_linear=0
shrinkage=0.00196078


Tree=694
num_leaves=31
num_cat=0
split_feature=3 0 0 3 3 4 4 0 4 3 4 2 2 4 2 2 1 2 3 0 2 3 4 4 2 0 1 3 2 2
split_gain=0.101727 0.431766 0.743301 0.446609 0.528862 0.38447 0.44577 0.367224 0.346442 0.602164 0.334756 0.255009 0.685209 0.564381 0.231385 0.464316 0.409519 0.540079 0.63801 0.46044 0.447633 0.41265 0.534836 0.377415 0.227745 0.711222 0.778659 0.226318 0.422862 0.876051
threshold=0.080135000000000026 96.959242474650011 97.096353839300008 1.0000000180025095e-35 -0.046510000000000003 40.00488309970001 38.334060527150008 102.11570516885001 41.919251152600005 -0.10747999999999999 39.337369931850013 0.066710000000000019 -0.06483499999999999 42.047301293400004 -0.037054999999999998 -0.046635000000000003 62.55235532115001 -0.071864999999999998 -0.11789499999999999 85.705356740550016 -0.073609999999999995 -0.27343499999999998 41.32819714970001 37.999598532650005 0.04932000000000001 93.399723909900004 62.014663695050011 0.082535000000000011 -0.055334999999999995 -0.08786999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 6 -4 -7 14 -10 -5 12 13 -12 15 16 17 18 21 23 -18 -1 -23 -20 25 26 -16 28 29 -2
right_child=27 2 5 10 -6 7 -8 -9 9 -11 11 -13 -14 -15 24 -17 20 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.019385609194332982 -0.0084932182357623058 -0.10936801050359764 -0.070658525643390382 -0.0063314155102290777 -0.044537734850456437 -0.074917033945547704 0.030838010737137864 -0.0080776484597704576 -0.0023491324477639569 -0.075768271664169246 -0.024473473856848713 0.0044549327519126701 0.065433084287143034 0.036961641119069931 0.066218664081325845 -0.02978782319304037 -0.054098834155980123 0.072241321832851993 0.040347884118180813 0.074230058910262478 0.017400239787167367 -0.084161975806944331 -0.00083344367737079943 -0.080379086920300269 0.0036487792303657915 0.074359141733460782 -0.046933321221829818 0.00042483534313632695 0.0083202353256467271 -0.089548747085673119
leaf_weight=1.4629379036123344 2.3919623573228823 0.37410493381321375 0.23805737786460701 1.7828246579738314 1.1177595796179982 0.57295789610725467 1.4207102645159464 1.1953507099860869 4.4323514207098924 0.5973011596397545 1.1244674175977705 1.745853890199214 2.0551029394555376 1.886906638057553 0.48601922295347477 1.5726129561662681 0.82724131239228882 0.81179738044738758 0.32372774655232195 1.0204952508211134 0.82311287149786927 0.57244596663804259 0.99163278937339783 0.19581465242663398 1.5682369316564289 1.2082267105579374 0.6982585855294019 120.3722485617327 2.3784343277693543 0.85210535354781303
leaf_count=57 138 8 133 28 19 121 47 296 228 97 10 17 46 135 28 11 39 8 49 5 5 74 4 12 31 7 16 2282 59 24
internal_value=0.000663988 0.00417941 -0.0174956 0.00719682 0.00124665 -0.00746667 0.0162718 -0.0297346 0.00415567 -0.0110681 0.0201492 0.0270793 0.0348754 0.0140214 0.0102508 0.00392931 0.0114727 0.0206502 0.0114798 0.0474493 -0.0184387 -0.00682015 -0.0313313 -0.00515391 0.0239796 0.0373059 -0.000496548 -0.00020392 -0.013665 -0.0297837
internal_weight=157.101 31.1063 3.80118 27.3051 18.71 3.42708 1.65877 1.76831 17.5922 5.02965 8.59516 6.81233 5.06648 3.01137 12.5626 8.60182 7.02921 5.37885 4.56705 1.54004 1.65035 3.02702 1.56408 0.519542 3.96074 2.3925 1.18428 125.995 5.6225 3.24407
internal_count=4034 1531 605 926 690 597 180 417 671 325 236 208 191 145 346 264 253 209 201 66 44 135 78 61 82 51 44 2503 221 162
is_linear=0
shrinkage=0.0686431


Tree=695
num_leaves=31
num_cat=0
split_feature=2 0 1 3 0 1 0 1 0 4 2 1 4 4 3 2 4 4 0 4 1 3 2 0 0 0 3 3 2 0
split_gain=0.698479 0.471586 1.24818 1.39438 1.20736 1.03162 1.12893 1.69369 1.61573 1.23865 1.14618 1.18242 1.06385 1.51715 0.95821 0.857694 0.855487 0.800265 0.778438 0.712801 2.524 1.0605 1.51962 1.48517 1.06108 0.787709 1.19623 1.11326 1.41552 0.662417
threshold=0.36215000000000008 91.066142252700018 68.20618276945001 0.12535000000000004 90.297243227400017 68.910558799650019 93.399723909900004 69.873026810350026 93.692765846100016 36.893814626400008 -0.059424999999999999 81.479100559500012 38.244973486750006 35.050303764500008 0.11922500000000003 0.20949500000000004 39.861052345600008 43.120094701700005 94.047642319350018 38.121007182500009 65.020359884900017 0.078005000000000019 -0.10946499999999999 89.582113364650013 88.17067284620002 87.170566421650008 0.084360000000000018 0.089305000000000023 -0.082334999999999992 86.89903215050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 16 5 15 -4 9 -8 -9 -7 12 18 13 -10 -14 19 -3 -18 -12 21 25 -1 -23 24 -24 29 -27 -28 -29 -21
right_child=-2 2 3 -5 -6 6 7 8 10 -11 11 -13 14 -15 -16 -17 17 -19 -20 20 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.0010047345034857184 -0.0014713241351723518 -0.00011810377805042447 0.0011353597718241142 -0.0022406736389934826 0.0010232060120864868 0.00024071542544619793 0.0013887623480092974 -0.0023420750702759677 0.00064938782251490761 -0.0026171801022418784 0.0014364288032745313 -0.001382626275237559 -8.4089489761785639e-05 -0.0018916094667215692 0.0018657759771402872 0.0014455524490351529 -0.0025229501554016967 -0.00020776278559877178 0.00035222267454110729 9.4981805005858188e-05 -0.0020010390378721473 0.0018013738077183095 9.4229039073793594e-05 -0.0010337802621387421 0.0017004162595612689 0.0014162471154083162 -0.00057393047387765527 0.0016942678383331654 0.00013037814330050233 -0.00092633110839457377
leaf_weight=1.4575034919689631 1.0165741872187926 2.7053339821286491 3.7777688163332632 0.96081225523084768 7.0662095634324933 1.1132538318634027 3.8779667690978377 1.0630311919376243 1.3287695717208325 1.2242678591283036 2.8170552334631926 1.4086299373593636 30.32950486670234 2.8220282414040412 1.0009496435523022 2.0459765197010702 1.6281465992797168 0.8865813004085793 26.461240909440676 72.189769580130815 2.1406551235413636 3.7790334544260977 3.6069046951597539 2.3137518614530563 2.815771646797657 4.2976910080760744 4.4989181421697131 3.1447591632604599 7.609496030956505 2.5270639508962622
leaf_count=142 109 24 27 61 69 7 34 18 88 34 24 286 1051 198 7 28 41 26 279 1072 86 45 54 14 23 49 28 21 60 29
internal_value=0.000149933 0.000158056 4.49078e-05 0.000106887 0.000237032 0.000136095 8.46972e-05 0.000128772 5.60946e-05 -0.0012561 9.46226e-05 0.000372117 -0.000145376 -0.00107818 -2.17949e-05 0.000187619 -0.000883407 -0.00170672 0.000456541 0.000164303 0.000104317 0.000578188 0.000762529 0.000313166 0.000798399 0.000152125 0.00050252 0.000245071 0.000587691 6.04391e-05
internal_weight=203.915 202.899 83.4053 78.1853 119.494 77.2245 73.4467 71.1092 67.2312 2.33752 66.1682 30.6869 35.4813 4.1508 31.3305 112.427 5.22006 2.51473 29.2783 110.381 96.4084 13.973 12.5155 8.73643 6.42268 94.2677 19.5509 15.2532 10.7543 74.7168
internal_count=4034 3925 2205 2114 1720 2053 2026 1985 1951 41 1933 589 1344 286 1058 1651 91 67 303 1623 1345 278 136 91 77 1259 158 109 81 1101
is_linear=0
shrinkage=0.00196078


Tree=696
num_leaves=31
num_cat=0
split_feature=0 3 4 4 0 3 4 1 1 1 1 3 0 4 3 2 3 3 3 3 1 1 3 2 3 3 2 4 2 1
split_gain=0.108225 0.228488 0.141201 0.281811 0.44619 0.39196 0.725884 0.560203 0.325751 0.302426 0.531548 0.302229 0.25903 0.213028 0.315706 0.45212 0.169708 1.08288 0.387648 0.374925 0.487576 0.542407 0.433385 0.656213 0.532077 0.4921 0.370587 0.58058 0.66759 0.8864
threshold=71.131225215400022 0.049900000000000007 48.86568841230001 43.961868063600001 91.066142252700018 -0.23921499999999998 47.927946529500012 62.00390986255001 62.095317438950012 62.272755675600003 64.407391431150018 0.089505000000000015 75.462331263550013 49.283271594150008 -0.25095999999999996 -0.18231499999999998 0.084360000000000018 0.083950000000000011 0.08376500000000002 0.085495000000000029 63.705703859100005 69.999384342500022 0.086030000000000009 -0.097294999999999993 0.085820000000000021 0.086520000000000027 -0.06828999999999999 37.627645350900004 -0.073609999999999995 61.049507226200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 5 -5 7 -7 -9 -10 -11 -6 -2 -4 -15 -16 17 18 26 20 -18 -22 23 -21 -25 -24 27 28 29 -14
right_child=2 -3 13 4 11 6 -8 8 9 10 -12 -13 16 14 15 -17 19 -19 -20 22 21 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.08211759934820391 -0.073649495770371207 0.012306715686257363 0.031159568247828721 -0.083290035560658754 -0.082246679485337912 -0.083573189367421405 0.075750340968934682 0.053973634057837297 -0.078211868322414974 0.074823811337488999 -0.07541209164435303 0.0020000169085136687 0.071217941721724701 -0.079612593899387893 0.04977903682716546 -0.074648268089961847 -0.050473682673347571 0.072120464521277086 -0.04718742255006593 0.049031153339518491 0.042033110966901557 -0.020251135253823833 -0.036316704195380689 -0.088170262757812021 0.015609549135978196 0.0005592803490841984 0.011449514726376326 0.0012557741720349842 0.060578780600956401 -0.082253018312620732
leaf_weight=0.25426214620165311 0.24592491983275877 0.29232695011887699 1.8956898066317074 0.28872664390655733 0.78671600808956987 0.48447663220576931 0.60282620415091503 0.50522416725289054 0.30273476513684727 0.30594997107982635 0.21125040662445826 0.31700562148034805 0.23382813716307271 0.25897414585051592 0.53357157882419415 0.21838094383929252 1.7519557655323286 1.2476181116508076 0.79543011437635769 2.2745227134437305 1.0003707902505996 2.8718753850262146 1.9576958119287144 0.38435187947470584 0.82447887229500338 100.42455702251573 18.384311631420132 15.622220829407523 0.28819066038340935 1.3681002880398407
leaf_count=175 170 16 34 24 274 38 6 11 17 6 85 30 5 14 15 225 21 21 10 27 14 58 36 39 30 1718 375 414 5 121
internal_value=0.000739767 -0.0316176 0.000852859 0.00055164 -0.0190257 -0.00308019 0.00651943 -0.0165428 0.00796345 -0.0203869 0.01346 -0.0580497 0.00104932 0.0167584 -0.0102467 0.013643 0.00117225 0.0053805 0.00311118 -0.000259804 -0.0185871 -0.00416039 0.000713851 0.0259818 -0.0173876 -0.000145841 0.00422574 -0.00335771 -0.0414891 -0.0598514
internal_weight=156.934 0.546589 156.387 153.48 3.80491 2.70119 2.41246 1.80964 1.32516 0.819935 0.5172 1.10372 149.675 2.90662 1.01093 0.751953 149.43 37.9397 36.6921 111.49 5.6242 3.87225 105.866 3.48335 1.20883 102.382 35.8967 17.5123 1.89012 1.60193
internal_count=4034 191 3843 3555 491 187 163 157 119 108 91 304 3064 288 254 240 2894 951 930 1943 93 72 1850 96 69 1754 920 545 131 126
is_linear=0
shrinkage=0.0728446


Tree=697
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 4 1 0 3 0 4 4 0 2 3 2 0 2 2 4 2 1 0 4 4 3 1 2 2 2
split_gain=0.729905 0.46298 1.20267 1.18668 1.25006 0.71852 1.87411 1.3505 1.16596 0.891616 1.19452 0.846713 0.863004 0.594908 0.573969 0.530319 1.23517 0.911394 1.17782 1.64542 0.886569 0.856048 0.750207 0.647504 1.0882 1.32987 0.996656 1.02615 1.00012 2.00862
threshold=0.36215000000000008 66.590419433100024 90.297243227400017 89.953120586650016 0.20949500000000004 36.491284729650012 64.665483411650015 89.493394246350007 0.085820000000000021 87.350693116400024 41.872294782850005 38.244973486750006 85.877418060900013 -0.061874999999999999 0.09091500000000001 -0.059424999999999999 92.313586825200005 -0.016334999999999999 0.048475000000000011 36.957836847500012 -0.068964999999999985 71.104340634100012 94.354126546200021 39.792680591700012 39.522095559600011 0.098105000000000026 80.468240302450013 -0.12546499999999997 -0.10051499999999999 -0.073609999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -1 -7 13 -8 -13 -11 -4 20 -17 21 19 -19 23 -18 -22 24 25 26 27 -3 -29 -30
right_child=-2 15 14 -5 -6 6 7 -9 -10 10 -12 12 -14 -15 -16 16 17 18 -20 -21 22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00056067775642467473 -0.00150603785198914 -0.00133234423764076 0.0015155389336754537 -0.0015669237553562537 0.0018193410792776551 0.00011178079876501049 0.0021441760434107796 -0.00255666473711836 0.0013853301511259158 0.00073652850388516349 0.00020012641681651025 0.00080459327694026687 -0.0022996771981605127 0.0020439155068465021 0.00024732092309787151 -0.0012158313675413284 0.0013878520933212613 0.001427009165117792 0.00024435070787079817 -0.0017644095481868117 0.00038718570153924294 0.00031862509069556305 -0.0023324262194012206 0.00012130360401309902 -0.0022620035887274716 -0.0014152640090969151 0.0015230026170099306 0.00086382069453223387 -0.0022198503456431441 0.0012413403070027566
leaf_weight=1.6398198164388293 1.0289424573420536 2.173004819924242 3.9906547628343096 1.4691998176276673 1.8180409556371149 80.39203564964555 0.47304135560989324 1.6527292281389234 4.2560412925668061 2.7373564839363089 8.7604478634893876 0.62961122457636498 0.75984717905521393 2.6178660020232201 2.0908792316913605 2.2211378773499737 4.6728141752537322 0.81755082251038702 21.41275712825518 2.5849281668997719 0.57392892241477866 7.4986164668662241 1.2166217338235581 27.93239852750412 1.1045575048483431 2.8673257670889134 1.5888717758116389 3.8324396265670657 1.4758113271091136 1.1445592502132065
leaf_count=125 109 83 47 20 25 1130 2 18 61 22 53 84 14 38 16 84 32 11 351 124 5 141 58 991 40 118 152 32 39 9
internal_value=0.000141111 0.00014974 0.000231283 0.000183165 0.000207483 0.000179283 0.000139297 -0.00126649 0.000844086 0.000191586 0.000646093 -0.000121631 -0.000893026 0.00137564 0.00107952 3.85974e-05 0.000204344 0.000289629 7.40675e-05 -0.000997572 -0.000109402 0.000729119 -0.0014607 -5.19557e-05 -0.000393092 -0.000235293 9.59318e-05 -0.000166934 0.000225522 -0.000708027
internal_weight=197.434 196.405 113.288 107.206 105.737 103.919 98.0229 3.51523 5.89586 94.5077 14.1157 1.8625 1.38946 5.35522 6.08153 83.1173 39.2078 36.9867 24.8152 3.40248 43.9095 12.1714 1.79055 42.119 14.1866 13.082 10.2147 8.62582 6.45281 2.62037
internal_count=4034 3925 1655 1592 1572 1547 1361 118 186 1243 113 100 98 60 63 2270 743 659 486 135 1527 173 63 1464 473 433 315 163 80 48
is_linear=0
shrinkage=0.00196078


Tree=698
num_leaves=31
num_cat=0
split_feature=4 2 3 4 3 3 3 2 0 0 0 3 0 1 0 0 4 0 0 3 2 3 4 1 4 2 3 4 1 4
split_gain=0.107248 0.571226 0.755332 0.354538 0.199276 0.250647 0.175924 0.649406 0.142496 0.835705 1.10052 0.989746 0.951363 0.951056 0.921148 0.720406 0.571068 0.650375 0.849624 1.31761 0.699111 0.539608 0.508425 2.08176 1.06474 0.749439 0.84395 0.502871 0.490171 1.76522
threshold=34.654301448200009 0.15844000000000005 0.076835000000000028 32.051492741500006 0.088555000000000023 0.088435000000000027 0.094375000000000028 -0.11347 91.066142252700018 93.399723909900004 92.805574663100018 0.085820000000000021 92.313586825200005 69.873026810350026 93.692765846100016 90.407470010750018 36.491284729650012 93.953546284800012 94.625660817400004 0.10371000000000001 -0.16048499999999999 0.09091500000000001 38.625745710700009 64.02831883475001 39.952536079750011 -0.091639999999999985 0.097015000000000032 41.872294782850005 71.015621515800021 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -5 15 10 11 12 -10 -11 -15 22 -16 -18 19 20 -19 -13 -2 -24 -25 26 -26 -17 29 -20
right_child=8 2 -4 6 -6 -7 -8 -9 9 13 -12 21 -14 14 16 27 17 18 28 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.075496291068658086 0.015741922696383175 0.046714645395605339 -0.09310469986293303 -0.078494155545250549 -0.082515151131584974 0.06965824115263175 0.048618103567006812 0.044222551304664813 -0.023701331783571099 0.036331903644896295 -0.095131143174440227 -0.088364151172084765 0.070895018326644244 -0.082188754125749677 -0.035399986032436458 0.0076115724729054748 0.037270152277290809 0.024417957246248449 0.07040226654482358 0.063577122849693427 -0.084531445009991241 -0.02013014087672663 0.0015146697966290043 -0.11129639826290853 0.034615725485552633 -0.080697039526271178 -0.084455028427145917 0.060482008696792225 -0.00080742950683013529 -0.040546980016107605
leaf_weight=0.10619156899997451 10.747622114831755 0.32798319299035927 0.54686204173049191 0.30789412695230567 0.2265690897947934 0.15564524661749601 1.8271567487608988 0.89104079041499085 1.1637952733872219 3.6767919216945293 1.0656311208440454 0.92115799267776344 1.0948934155749155 0.74955662526190181 2.4137590553236796 1.9720041882246726 2.4758771572087417 0.3782653878733987 2.0226450655609365 0.51889845344703633 1.7983982164878389 1.8503446269314734 73.363087617854035 1.1893735285848372 1.1661359577628903 0.90123579298960965 0.43320406693965186 1.8503060422372071 39.219403039451663 1.2198354560532605
leaf_count=103 194 34 38 38 29 2 44 36 34 47 26 31 15 18 113 24 35 13 16 10 111 28 1161 19 92 79 11 32 1545 56
internal_value=0.000758834 0.0119847 -0.0406858 0.0250957 -0.0324944 0.0107888 0.0343906 0.0127081 0.000435072 -0.00230637 -0.0278848 -0.0136389 0.022154 0.00055597 -0.00203358 0.00224736 -0.000833098 0.000918536 -0.00107454 -0.0407316 -0.065598 -0.0428089 0.000899645 -0.00117061 -0.0545589 -0.0275723 0.00236371 0.0332051 0.00144297 0.0286627
internal_weight=156.582 4.38934 0.874845 3.5145 0.488406 0.261837 3.02609 1.19893 152.192 60.5693 6.09582 5.03019 2.25869 54.4734 50.7966 91.623 50.0471 47.6333 45.1574 2.69556 2.17666 2.7715 87.8007 77.053 3.68995 2.50058 1.59934 3.82231 42.4619 3.24248
internal_count=4034 324 72 252 134 105 118 74 3710 2098 134 108 49 1964 1917 1612 1899 1786 1751 134 124 59 1556 1362 201 182 103 56 1617 72
is_linear=0
shrinkage=0.0728446


Tree=699
num_leaves=31
num_cat=0
split_feature=1 0 1 3 0 2 2 2 4 2 0 3 3 2 4 2 2 3 3 2 4 2 1 3 3 0 4 2 3 3
split_gain=0.556341 1.71387 1.09559 1.29708 0.980904 0.830117 1.36525 1.25553 1.17287 2.33413 1.57235 0.892173 0.950825 1.39621 0.937186 1.45931 1.7736 1.15129 1.23926 1.65095 1.44257 1.1337 1.02394 0.869354 0.863292 0.834938 1.3873 1.08406 0.805443 0.77206
threshold=66.590419433100024 90.407470010750018 65.611820673600008 0.10111000000000002 87.350693116400024 -0.061874999999999999 -0.016334999999999999 -0.068964999999999985 40.583589072600013 -0.016679999999999997 94.047642319350018 0.12535000000000004 0.083495000000000028 -0.074999999999999997 39.792680591700012 -0.091639999999999985 -0.070909999999999987 0.10828500000000003 0.091290000000000024 -0.60024999999999995 43.680097826700013 -0.12546499999999997 78.285212300550015 0.07907500000000002 0.098105000000000026 94.940210418650011 38.179089776100007 0.15844000000000005 0.090735000000000024 0.076835000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 8 11 10 -10 -7 12 13 23 15 21 -17 18 20 -20 -16 22 -14 -2 -21 26 -8 -28 -23 -27
right_child=5 -3 3 -5 -6 6 25 -9 9 -11 -12 -13 14 -15 17 16 -18 -19 19 24 -22 28 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.00012972392469136386 -0.0003381247843615387 0.0012972316479743804 -0.001638036894161473 0.00036844227208296425 0.0006091323641458958 0.0020477475294867599 0.00032132136270147737 -0.0023667449190152567 -0.0025496371862199149 0.00200949998726425 0.0004886305809513506 -0.0022808868060802657 -0.0017492934662090764 0.0016190511548236539 0.00070929415045226302 -0.0023293736139056356 0.0010328137362419969 0.0018126231987932544 0.0013137139266589048 -0.0015954580371177107 -0.0014857514440597287 -0.0008446828303797241 0.00051855400433883253 -0.0019468827888194514 -0.00015130770279093557 -0.0011485024938659076 -0.0024216763507107172 -0.00035314232251162323 0.00097863519788798361 0.00029886278436754379
leaf_weight=83.160570973988797 2.492192590072591 5.5602795127779236 2.6970133678987613 2.2907571718096733 20.44225499778986 3.5468460675328961 3.3795216418802765 0.97269443796540045 1.0890302817133486 0.71532189846038718 8.3213007370650285 0.71772361142211494 2.0254102295730259 0.79514211985224292 12.507073986867914 2.4878708154428755 0.79628032445907493 1.7305582053959359 1.6057479888986561 3.3556446078873696 1.2677738338170446 1.1977511204313476 1.2304188848938791 2.6804273988946079 3.0270617063506506 1.5410433170072817 1.9632851093483625 1.9332198909687575 4.1898426685511367 17.59619939805998
leaf_count=1398 443 55 29 13 175 24 27 39 92 10 83 41 53 12 166 81 3 17 15 98 65 30 81 256 49 134 93 45 54 353
internal_value=0.000146601 0.00023547 0.000181104 -0.000716512 0.000224318 2.46214e-05 0.000227702 -0.000164346 0.000730656 -0.000742201 0.000954579 -0.000113469 -7.58846e-05 -0.000799927 4.61012e-05 -0.00040152 -0.00151417 0.000273354 0.000150955 -0.000463458 0.000507272 2.12427e-05 -0.000892245 -0.00117178 -0.000910555 -3.26455e-05 -0.000598023 -0.00139539 0.000573281 0.000182312
internal_weight=197.316 114.151 108.591 4.98777 103.603 83.1654 40.0858 43.0796 13.6725 1.80435 11.8681 42.1069 41.3892 5.96776 35.4214 11.9276 3.28415 23.4939 21.7633 7.98845 13.7748 8.64342 3.25583 5.17262 6.38271 26.4133 7.27603 3.89651 5.38759 19.1372
internal_count=4034 1670 1615 42 1573 2364 861 1503 209 102 107 1464 1423 711 712 302 84 410 393 162 231 218 134 699 147 652 165 138 84 487
is_linear=0
shrinkage=0.00196078


Tree=700
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 1 0 4 4 2 1 0 1 4 1 1 3 4 4 1 2 2 2 0 1 2 3 1 2 2
split_gain=0.821221 0.525247 0.325918 0.640477 0.751059 0.542345 1.23998 1.2066 1.81898 1.31642 1.30305 0.991325 0.910499 0.903667 0.867815 1.55186 1.79814 0.711968 0.814108 0.709426 1.34888 0.701062 1.62112 0.567678 0.742709 0.735115 0.685806 0.550462 0.734961 0.511731
threshold=83.740093847200015 0.20949500000000004 83.116371560950014 81.479100559500012 104.91170162450001 80.468240302450013 98.142164052000012 40.00488309970001 41.243661560350013 -0.102645 73.553525990900013 101.86567856270001 75.408562100950022 33.151194885250007 75.634392583900009 76.279622535200005 0.082535000000000011 41.827117825850003 42.141702038450013 70.171445662850019 -0.059424999999999999 -0.096529999999999991 -0.079634999999999997 94.773526014550015 73.037342029850024 -0.16048499999999999 0.09180000000000002 72.01572794030001 -0.099639999999999992 0.070580000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 11 17 -8 -9 19 -12 -14 -16 -17 -10 -19 -1 21 23 -23 25 26 -21 27 28 -25 -22
right_child=1 -3 -4 4 -6 -7 7 8 9 -11 13 -13 14 -15 15 16 -18 18 -20 20 29 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00022630121485738195 -0.0020525683588605544 0.00073615786666883076 0.0010230680857667869 -0.0021285832727989933 0.00080256053987348057 0.00064880911368535462 0.00071286407023029457 -8.2233029626239474e-05 -0.002154528097691003 -0.0017829187468835761 0.00077967230908021999 0.0016411490898809319 0.0015622106543528558 -0.0022215660566782796 -0.0012754927219987638 -0.0022398154714630149 0.001555323110127879 0.0021138773699263132 -0.00052579162717077479 0.00045289051188910783 0.00048618249640202397 -0.0021542712269954625 -0.00016469040477937413 -0.0022700604438714625 -0.00089378856623100161 -0.002164051675956501 0.0015869390781021115 0.00082359102966207654 0.00058380853556693998 -0.00048908593889855862
leaf_weight=132.34427067822253 1.0272716912595559 0.34750207822071377 1.7192328747842101 0.97334712759038555 0.51335152556566754 8.8785145867586817 1.0014128759503353 2.5270943474024516 0.38665943220257704 2.7323440626787496 0.44338344936841201 2.6071673892438412 3.5409851884469372 2.9655885690881405 1.6465127702103926 0.56229532617726397 3.2790066491579637 0.88793447613716103 0.90912731820571935 0.67594389012083311 11.779640965280121 2.7542280390043743 3.6760361805791062 0.72254242200870022 1.9375754194334147 1.0596613730303932 1.6022477280348537 1.4623563215136526 0.66740987263619966 2.5090809027606147
leaf_count=1910 693 64 27 123 53 88 5 27 10 87 21 23 20 135 18 67 48 5 80 35 108 107 47 32 43 102 15 5 8 28
internal_value=0.000162532 -0.00134766 0.000173083 0.000165591 -0.00111647 0.000175438 0.000152681 -0.000398555 -2.33528e-05 -0.000875831 -0.00125356 0.000792897 0.00019951 -0.00183121 0.000805437 0.000317132 0.000999785 0.000259147 0.000778478 0.00016557 -0.000113053 -0.000533116 -0.00101687 -0.000150391 0.000119631 -0.00114486 0.000560432 -1.61945e-05 -0.000899725 0.000314927
internal_weight=198.14 1.37477 196.765 195.046 1.4867 193.559 184.681 14.4607 10.0503 4.91607 4.41038 5.13426 170.22 3.40897 9.0288 5.48781 3.8413 2.18372 1.79706 161.191 28.8467 14.558 6.43026 8.12774 6.39213 1.73561 4.45456 2.85231 1.38995 14.2887
internal_count=4034 757 3277 3250 176 3074 2986 393 232 182 161 50 2593 156 153 133 115 95 85 2440 530 394 154 240 103 137 60 45 40 136
is_linear=0
shrinkage=0.00196078


Tree=701
num_leaves=31
num_cat=0
split_feature=4 2 2 2 2 4 3 3 3 1 3 1 3 4 4 4 4 2 1 4 2 3 2 4 2 0 4 4 3 3
split_gain=0.0975475 0.236743 0.288925 1.14491 0.834276 0.611655 0.46207 0.580608 0.42789 0.405716 0.405685 0.368265 0.314846 0.418644 0.509918 0.379669 0.681343 0.311143 0.29878 0.32711 0.27806 0.19689 0.361925 0.383806 0.192063 0.345877 0.43676 0.757971 0.243881 0.387299
threshold=42.558389508100007 -0.60918499999999998 -0.087234999999999993 -0.096529999999999991 -0.083424999999999985 43.218894539100006 0.083155000000000021 0.082535000000000011 0.087245000000000031 76.279622535200005 0.088075000000000028 75.634392583900009 0.096885000000000013 43.680097826700013 44.056421082850001 44.421469061800003 47.927946529500012 -0.098419999999999994 62.041548276350007 43.487767439550005 -0.0068649999999999996 1.0000000180025095e-35 -0.23349 48.96897326980001 -0.62218499999999988 86.135510041400025 41.035283712600005 39.952536079750011 0.41214500000000009 0.10249000000000003
decision_type=2 2 2 2 2 2 2 2 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 11 -4 -5 7 -6 9 -8 -10 12 13 -3 -15 -16 17 -17 -7 -20 -12 22 23 -18 25 -1 27 -27 29 -26
right_child=1 2 4 5 6 18 8 -9 10 -11 20 -13 -14 14 15 16 21 -19 19 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.016863966974486784 0.045645426802125064 0.027101540050281699 0.045592981421218863 -0.088119664548784934 0.0040726307479816131 0.018733920365000295 -0.082513096746803558 0.083460698731259816 0.030561815259340961 0.021910622675619679 -0.010053186089338631 -0.070876925399635776 -0.036392364343263657 -0.057285843739724653 0.06876107893777042 -0.078098341505985186 0.011222384979810483 0.075321622119740486 0.0015592684414954851 -0.09196300587169888 -0.058029990922530271 0.038601419419818234 0.039171560884177406 -0.061355888817354071 0.0036479973363806595 -0.084227109993052066 -0.098490929717850659 0.055033911483412488 0.019223026223841477 -0.0067988709647243866
leaf_weight=0.86696704290807192 0.54109947902907407 3.4421686011264665 2.1872483773840949 1.4173691292380692 4.4143742865471669 0.6344792256131766 0.8720726310421012 0.57481500124777074 1.1914635465946046 0.26869770625853562 4.1786531477046065 0.39524647697453552 1.0462383592966951 0.89263331405527413 0.45095016191771709 0.75352871388895359 0.92310285204439446 0.08080351352691717 0.3821378379361704 0.44914721601526253 0.7935681776689324 1.0383146581007165 0.85830842563882503 0.71289635263383389 96.633358272064356 0.41156101546221158 0.49926201391645009 0.45355179329635575 4.4592105707561123 24.573645165915877
leaf_count=13 16 75 31 55 252 4 56 6 13 43 113 291 27 48 13 220 20 2 12 29 70 39 8 32 2097 40 10 5 65 329
internal_value=0.000898197 -0.00303282 -0.00397494 -0.0118044 0.00331191 -0.0533173 -0.00421061 0.0132191 -0.0161157 -0.0579171 -0.00837912 -0.000506945 0.00222015 0.00663391 -0.00570346 0.00385343 -0.00284921 -0.0632399 -0.019664 -0.0489713 -0.0177103 0.0114138 9.63422e-05 -0.020404 0.00177414 -0.0198339 -0.0431528 -0.0112169 0.00215782 0.00152999
internal_weight=156.397 28.4993 27.9582 13.4773 14.4809 2.88313 12.2936 4.98919 7.30446 1.14077 6.16368 10.5942 10.1989 9.15271 5.71054 4.8179 4.36695 0.834332 1.46576 0.831285 4.97222 3.53262 2.49431 1.636 127.898 2.23134 1.36437 0.865113 125.666 121.207
internal_count=4034 1475 1459 875 584 100 553 258 295 99 196 775 484 457 382 334 321 222 45 41 183 99 60 52 2559 68 55 45 2491 2426
is_linear=0
shrinkage=0.0743015


Tree=702
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 4 1 1 3 3 4 0 2 2 2 4 4 3 2 4 2 3 3 2 4 2 4 0 0 0
split_gain=1.02856 0.495277 0.719337 1.11366 0.929523 0.859698 1.18833 0.815383 0.808082 0.720983 0.719601 1.45261 0.618511 1.19645 0.986848 1.88046 0.92188 0.904118 1.14574 1.31178 0.781561 0.927051 0.76933 0.738799 1.6882 0.748616 1.88363 0.72747 1.02961 0.893586
threshold=83.740093847200015 85.705356740550016 66.590419433100024 66.351146659450009 65.611820673600008 38.625745710700009 64.02831883475001 62.55235532115001 0.085820000000000021 0.098545000000000021 41.975471476700008 86.20003303655001 -0.059424999999999999 -0.016334999999999999 0.048475000000000011 36.957836847500012 41.066313126200008 0.083495000000000028 -0.08786999999999999 38.804080188450008 -0.074999999999999997 0.07907500000000002 -0.10565499999999999 -0.079634999999999997 42.283941020600004 -0.075639999999999999 39.420767558750008 92.313586825200005 93.133566555000002 93.692765846100016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 10 -9 -6 -7 -12 17 -14 15 -15 27 20 -19 -20 21 22 -4 24 -21 -25 -27 -16 -29 -30
right_child=-2 2 12 -5 9 6 -8 8 -10 -11 11 -13 13 14 16 -17 -18 18 19 23 -22 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.000103651394144065 -0.0015369502195616072 0.0010003562372964008 -0.0020626158780277905 0.0014329506851841706 -0.001296432225534813 0.00040574757345400301 -0.001038108071794548 0.0020476619368003787 0.00046083273457651745 0.00026330764573957033 -0.0010511764836159596 0.00022861193880911995 0.00076561685355257562 0.0014583636940078948 -0.0015702472943450367 -0.0017258050591401556 0.00068993244254305362 0.00025522477533231183 -0.002220629994633416 -0.0023149996901523765 0.00073841852955868403 -0.0019205277800477657 0.00032747286844729719 0.00083334233077108971 0.00053279604798898983 0.001178021360798922 -0.0022970319781041872 0.0016642538427399059 -0.0016701072629839611 2.4093435936245701e-05
leaf_weight=20.154509121755837 1.3387445427797491 7.0388382226228705 0.69292769898311268 3.4506356865167609 2.4239890100434414 48.463167471811175 2.5260085705667725 2.0216694846749297 3.1661099754273891 2.1500572338700294 4.2565900562331107 17.14101773686707 12.607796162483281 0.96163734048605265 1.2065045405179287 2.758644433808513 8.7433124057133664 27.224433115305143 1.481036920944464 1.7000868235481896 1.1158481245220162 2.5419859724570415 2.0484421847177146 3.162583258934319 1.5122037132969124 1.1598554784432047 1.2417227784171698 1.3204401209950436 1.3387668728828419 11.296958411694503
leaf_count=882 757 62 111 30 27 304 41 36 22 14 97 165 109 6 28 73 136 410 59 46 22 188 132 22 22 9 33 8 20 163
internal_value=0.000175922 0.000187568 0.000220774 0.000339968 0.000297681 0.000344223 0.000284687 0.00032921 0.00107922 -0.000563267 0.000273516 -2.59742e-05 8.9503e-05 0.000265096 3.6674e-05 -0.000902745 0.000182868 -7.14964e-05 4.47971e-05 -0.0005137 -0.00075266 -0.00106758 -0.000276663 -0.000225653 -0.000974384 0.000206603 -0.000618736 -0.000109523 1.67557e-05 -0.000155409
internal_weight=198.247 196.908 176.753 92.6381 89.1874 84.6134 77.5746 75.0486 5.18778 4.57405 69.8608 21.3976 84.1152 40.2341 27.6263 3.72028 23.906 43.8811 37.4819 10.2575 6.3992 5.28336 2.74137 8.77645 3.21229 5.56416 2.40158 15.1627 13.9562 12.6357
internal_count=4034 3277 2395 798 768 727 665 624 58 41 566 262 1597 543 434 79 355 1054 601 191 453 431 243 132 68 64 42 219 191 183
is_linear=0
shrinkage=0.00196078


Tree=703
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 3 4 4 4 0 1 4 4 2 0 2 2 0 3 1 1 1 2 1 2 2 2 2 0 1
split_gain=0.545669 0.467276 1.01478 1.77256 1.63445 1.36077 1.038 1.02225 0.85561 1.10866 0.851961 1.24845 1.29138 0.841766 1.09952 0.806928 0.69096 1.14842 0.677488 0.657994 1.28358 0.969115 1.18137 0.834071 0.656758 0.86639 1.05233 0.890124 0.926159 0.653363
threshold=0.36215000000000008 -0.06828999999999999 86.329079026800017 63.705703859100005 65.29995953045001 0.10507500000000002 39.861052345600008 42.536568606950006 40.890797847750008 86.162394622750014 68.910558799650019 38.244973486750006 35.050303764500008 -0.041369999999999997 87.278104746850019 -0.072524999999999992 -0.032369999999999996 85.995710218650018 0.10469000000000002 69.238550691600025 69.873026810350026 75.408562100950022 -0.074349999999999986 83.740093847200015 -0.14138499999999998 -0.079634999999999997 -0.096529999999999991 -0.102645 93.953546284800012 75.634392583900009
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 8 -7 13 -3 16 15 12 -12 -4 -15 -1 -10 18 -18 -13 -21 24 23 29 -22 26 27 28 -26 -23
right_child=-2 2 3 4 -6 6 -8 -9 9 -11 11 19 -14 14 -16 -17 17 -19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00022092009521413011 -0.0012858315926772155 0.00048649366956721879 0.0020699895524674459 -0.0017818805223599324 0.00025149035673059173 2.6647067795390501e-05 -0.0024676492124521263 -4.7581273179389101e-05 -0.0011602503189806384 -0.0026839516598917718 0.0001432128414114465 -0.0024076510142571526 -0.0018739944165322576 0.00030990310872272558 0.0015313865772543145 -0.0010397022347928453 -0.00081587443253542042 0.00175405617001281 0.0020491057720889699 0.0017155833623903412 0.00012447704121896743 0.0012098595101114724 -0.0024243762445570935 -0.0020323256485221246 0.0013214835297647002 0.00011316366814683282 -0.0021249070626410418 0.00048184511058212549 -0.0022087286176968716 0.00021698477973668124
leaf_weight=75.526012649846962 0.9754018568637538 8.3556180336745474 2.8563055470585832 1.5108106341212977 44.150816368459346 1.0475592985749238 1.4984466211171819 3.3188212737441054 1.774185611924622 0.72520762495696534 1.9484194212463979 0.42289455479476856 2.9459656424369314 5.6588618196547031 5.2494595274329185 1.9242008375003923 2.3275195745372912 1.3133271541446445 0.35101124644279469 1.5423743064748148 4.5573930996033587 3.1105325904209176 0.59256575799372058 0.52751235296273158 0.34554444253444594 2.7638598146440954 2.5433601698605344 1.720656082034111 1.3381175643298773 11.519767794474317
leaf_count=1160 109 81 19 25 822 8 43 23 26 7 103 8 205 32 56 24 186 9 2 15 128 25 13 331 2 24 99 16 110 323
internal_value=0.000148371 0.000155602 0.00026795 0.000381842 0.000184212 -0.000142918 -0.00144137 0.000910077 7.9746e-05 -0.000443825 7.61578e-05 -0.000168726 -0.00107096 0.00114098 0.000897723 0.000189601 -0.000162079 0.000281559 -0.00044043 -2.62076e-05 6.74544e-06 -8.40792e-05 0.000238359 0.000342453 -0.000466817 -0.000776149 -0.00118941 -0.0004905 -0.00148421 0.000428079
internal_weight=194.443 193.467 80.138 62.7451 45.6616 17.3929 2.54601 17.0834 14.8469 6.49125 113.329 35.879 4.89439 13.7646 10.9083 77.4502 5.76604 3.99186 2.67853 30.9846 30.5617 29.0193 15.7504 15.1578 13.2689 8.71154 5.94768 3.40432 1.68366 14.6303
internal_count=4034 3925 1339 977 847 362 51 130 311 230 2586 1402 308 107 88 1184 223 197 188 1094 1086 1071 692 679 379 251 227 128 112 348
is_linear=0
shrinkage=0.00192234


Tree=704
num_leaves=31
num_cat=0
split_feature=1 0 1 3 0 0 4 3 3 4 4 1 3 0 3 1 0 4 1 0 0 0 3 2 2 2 2 2 2 1
split_gain=0.101395 0.977947 0.891798 0.698371 0.567167 0.559758 0.535611 0.427372 0.896694 0.960024 0.608636 0.413562 1.25451 1.47843 0.846317 0.418222 0.618466 1.44102 1.08581 0.873981 0.468393 0.700999 1.00252 0.381441 0.617277 0.861055 0.551694 1.2045 0.4676 0.879799
threshold=66.590419433100024 90.407470010750018 65.611820673600008 0.10111000000000002 87.350693116400024 90.767723400200012 42.779078631750004 0.087475000000000011 0.084360000000000018 38.969453495950006 40.720231579350006 68.20618276945001 0.11531000000000002 90.533827542850005 0.12535000000000004 68.910558799650019 93.399723909900004 34.41230404325001 69.873026810350026 93.692765846100016 93.953546284800012 94.625660817400004 0.10371000000000001 0.20167500000000002 0.13747000000000004 0.10957500000000002 -0.053159999999999992 -0.044409999999999998 -0.06483499999999999 61.950140699950005
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -3 7 8 9 -6 -9 12 13 -2 15 -13 17 -17 -18 -20 -21 22 -22 24 25 26 28 -28 -1 -30
right_child=11 5 3 -5 6 -7 -8 10 -10 -11 -12 14 -14 -15 -16 16 18 -19 19 20 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00016025630980996534 0.036974893348991608 0.067167747817872922 -0.060414211129842695 0.0013126850279743245 -0.025156995694157823 0.010683994223289143 -0.011399816642073188 0.052833354176001497 -0.044613590264243538 0.059371183156897614 0.013361445838613862 0.029191492633762927 0.044759373874742429 -0.069436997338908873 -0.079653920475907233 0.047484041104273844 0.046827618333126327 -0.088421393630445169 -0.081395481401371997 0.030693896453537841 -0.049671719479740445 0.0010197778153109651 0.061600324305283539 0.043928873896791523 -0.046288606598204989 0.067270925535360515 -0.09114343520705992 -0.0080162504811946596 -0.015892546018579635 0.049079898442467247
leaf_weight=47.98292740926626 0.92715281387790982 1.8745919540524476 2.1806280259042974 1.7556366845965383 1.1802897192537813 1.8495563231408594 3.2638924345374098 3.8064715769141895 1.409180127084255 1.800742834806442 4.5514838956296444 2.7358780678478061 1.1464343741536138 2.7410380917426664 0.69194465960026619 0.63164528622291882 2.6588817757437928 1.2014278536807976 0.70602382812648912 2.5415783616772378 2.9071039356349497 45.157223234767343 0.50416536768898357 1.0193362896388851 1.557831550890113 0.9974559141555791 1.0082596119027574 11.192869631307991 1.7890568352304388 2.8962058242177591
leaf_count=969 14 31 29 13 18 24 26 43 14 39 35 30 6 81 69 5 34 90 18 36 134 1840 7 34 33 20 16 276 21 29
internal_value=0.00099821 0.00254952 0.00100891 -0.032883 0.00258852 0.0391157 0.0149304 0.0216717 0.00326889 0.0259037 0.0313382 -0.00121557 -0.0217534 -0.0425409 0.000439745 0.00137837 2.69992e-05 -0.0415907 0.00142743 -0.000902229 0.000209688 -0.00138554 -0.0332264 -0.000298792 -0.000967433 0.00010447 -0.000928308 -0.0148856 0.00230504 0.0242703
internal_weight=156.667 92.1164 88.3923 3.93626 84.456 3.72415 16.0121 12.7482 4.39021 2.98103 8.35796 64.5505 4.81463 3.66819 59.7359 59.0439 56.308 1.83307 54.475 51.8161 51.1101 48.5685 3.41127 68.4439 67.4246 65.8668 64.8693 12.2011 52.6682 4.68526
internal_count=4034 1670 1615 42 1573 55 175 149 71 57 78 2364 101 95 2263 2194 2164 95 2069 2035 2017 1981 141 1398 1364 1331 1311 292 1019 50
is_linear=0
shrinkage=0.0728446


Tree=705
num_leaves=31
num_cat=0
split_feature=2 2 2 2 4 1 1 2 0 4 4 1 2 2 3 1 4 3 2 3 1 1 4 1 1 0 0 1 2 3
split_gain=0.145507 0.178172 0.140072 0.788529 0.390579 0.532265 1.0119 0.332637 0.441708 0.839909 0.911019 0.387999 0.549562 0.347327 0.306377 0.335501 0.490557 0.305669 0.497606 0.289736 0.27119 0.266931 0.252875 0.230161 0.221512 0.681381 0.527021 1.10115 0.573981 0.523955
threshold=-0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.50001499999999999 39.792680591700012 75.634392583900009 78.285212300550015 -0.24468499999999999 88.098084476650016 35.782584506850007 39.110279783550006 81.479100559500012 -0.23783499999999999 -0.085584999999999994 0.096315000000000026 72.378669787950017 39.577821550850011 0.095170000000000018 -0.51146999999999998 0.086520000000000027 87.030766598900016 87.33187390945001 42.434124620650003 75.408562100950022 76.830756451950009 98.911063077300014 101.10215645365001 80.468240302450013 -0.079634999999999997 0.088220000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 14 23 -6 -7 8 -5 -10 -11 12 -9 19 15 16 -4 18 -18 22 -15 -22 -13 -3 -14 -26 27 -27 29 -28
right_child=1 2 3 7 5 6 -8 11 9 10 -12 13 24 20 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.047415994980056969 -0.026170676960296523 -0.049942295103519455 -0.087549268589312598 0.052399272916669654 0.048375348492190703 -0.08984191975348764 0.053402951477081594 -0.065552115925742907 0.079048220841394373 -0.089410440469200353 0.047431089511139016 0.055216056184014893 0.00058731032107787854 -0.081985621909976103 -0.097999724885306991 -0.087217925370478733 -0.079584731229853142 0.080635041765368717 0.081084373932397771 -0.078688220276065535 0.076897691657453679 -0.076282536880181551 -0.078377840681985514 0.014536624398999633 0.055072646558197901 -0.086030958885683809 0.01051914988911859 0.012386480982622624 0.021980645255503379 -0.084843584946290809
leaf_weight=0.38611507369205256 1.3907619255842281 0.72314299904974066 0.31443217807100088 1.6784492435544955 2.2888276086887349 0.54284647433087208 0.59231889755756129 0.70455983553256274 0.50833575085562177 0.73509384985663906 0.45080999487254303 0.47384382501331845 127.66720506997081 0.83585043975835904 0.49761018739081908 0.418892106316889 0.27654708788031712 0.32579533755779266 0.18463867902755737 0.17697924228377815 0.14169391916220775 0.12125965000359429 0.098257615884904226 0.56751696085484582 1.7420971390019975 1.0435245730623131 0.74120803538698765 1.744715107604861 7.1971146563591901 0.59784693300025538
leaf_count=18 46 12 7 37 29 16 66 108 9 33 26 85 2256 155 34 50 87 2 1 86 5 282 187 36 98 55 46 16 109 37
internal_value=0.000949425 0.000833511 0.00107835 0.000670525 0.0139392 0.0273318 -0.0150981 0.00131794 0.0248436 -0.00245515 -0.0373914 0.000764187 0.00121497 -0.0337388 -0.0463825 -0.0294877 -0.0075316 0.0244388 -0.0152598 0.00605594 -0.0608678 0.00625944 0.0322715 -0.0215902 0.00154923 0.0109477 0.00415969 -0.0244472 0.0135038 -0.0320574
internal_weight=155.168 154.782 153.391 148.677 4.71465 3.42399 1.13517 146.659 3.37269 1.69424 1.1859 143.286 141.438 1.84788 2.01792 1.52031 1.10141 0.786981 0.461186 0.749081 1.0988 0.262954 0.572101 1.29066 140.734 13.0665 11.3244 2.78824 8.53617 1.33905
internal_count=4034 4016 3970 3811 159 111 82 3630 105 68 59 3525 2725 800 181 147 97 90 88 358 442 287 272 48 2617 361 263 71 192 83
is_linear=0
shrinkage=0.0757875


Tree=706
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 2 2 2 4 3 2 4 2 2 4 2 1 2 4 2 4 2 3 4 0 1 3 3 1 2
split_gain=0.550524 0.403502 1.31793 1.11398 1.19427 0.629074 1.0318 0.920881 1.46652 0.85645 1.04882 1.15926 0.985741 0.896445 0.85204 1.89497 1.16875 0.688278 1.58877 0.696501 2.05468 0.684232 0.948674 0.664005 0.654343 0.625767 0.597818 0.585532 0.583566 0.556257
threshold=0.36215000000000008 66.590419433100024 90.297243227400017 89.953120586650016 0.20949500000000004 -0.059424999999999999 -0.016334999999999999 0.048475000000000011 36.957836847500012 0.083495000000000028 -0.08786999999999999 38.804080188450008 -0.088224999999999984 -0.091919999999999988 40.583589072600013 -0.016679999999999997 71.104340634100012 -0.079634999999999997 42.283941020600004 -0.075639999999999999 39.337369931850013 -0.074999999999999997 0.07907500000000002 40.844669808050007 92.313586825200005 69.238550691600025 -0.10565499999999999 0.09091500000000001 70.123053416500014 0.17076500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 14 8 -8 21 12 -12 13 -11 16 -16 -7 18 -13 -19 -21 22 26 24 -9 -26 -3 -4 -27 -30
right_child=-2 5 27 -5 -6 6 7 23 -10 10 11 17 -14 -15 15 -17 -18 19 -20 20 -22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.00018386432996113283 -0.0012527109377053122 -0.0019560034372870182 0.001514421927497312 -0.00145893635020727 0.0017979500248127848 0.001647992261443612 0.0013718935476843552 -0.0015437462246720326 -0.001641306639477621 0.00023194656737566746 -0.0021195730005161722 -0.0022056712937395567 0.0021098578888017199 -0.0013146078194537056 -0.0022429744610158444 0.0019264630432285356 0.00037010584577560046 0.00077480813634230711 0.00046125380383576109 0.0013527647004119836 -0.0022097716851872205 0.00060737990064422176 -0.0018796749851724859 0.00055205402866336656 0.001043731212174789 -0.0012464269341537265 0.00025218701367146887 0.00028737581739907776 0.00034491813828863699 -0.00070642078787590376
leaf_weight=99.566858348342066 0.98054588901868456 0.55921165983272669 3.9816336259245864 1.4403110295534123 1.6552675951388653 4.2376164682209474 0.7511596247786686 1.0509278636891419 2.4285278382812976 22.998878843001876 1.3679968227806991 1.674341998092131 0.93933650851249595 1.4130153913574783 0.97501471912982995 0.64217910170555115 6.3536670772591606 2.9548397564794868 1.5079911728971636 1.046666337642818 1.2760763156984465 1.0786446204074298 2.4652954552093433 8.8874326731893216 1.7620689757168282 1.527678757905959 1.9678985243881471 2.1150490567088127 5.7873579619335924 2.5863415744097438
leaf_count=1547 109 152 47 20 25 28 11 26 131 502 74 81 4 32 92 10 55 25 32 6 41 31 256 184 11 23 291 16 98 74
internal_value=0.00015576 0.000163145 0.000237398 0.000186841 0.000210259 5.99287e-05 0.000238387 1.7458e-05 -0.000929477 -0.000100099 1.27137e-05 -0.000509931 0.000215327 0.000142429 0.000686842 -0.000587313 0.000881394 -0.000249647 -0.000941913 0.000167783 -0.000604434 -0.000753799 -0.00104789 0.000156843 -0.000119413 8.92581e-06 -0.000236452 0.00108874 -0.00017523 2.01965e-05
internal_weight=187.98 186.999 108.759 102.662 101.222 78.2402 36.99 24.7815 3.17969 41.2502 35.1791 9.82791 25.3512 24.4119 12.2085 1.61719 10.5913 8.45992 3.18233 5.27758 2.32274 6.07105 4.99241 21.6018 12.7144 11.6634 2.52711 6.09668 9.90138 8.3737
internal_count=4034 3925 1655 1592 1572 2270 743 558 142 1527 797 259 538 534 185 102 83 185 113 72 47 730 699 416 232 206 443 63 195 172
is_linear=0
shrinkage=0.00188464


Tree=707
num_leaves=31
num_cat=0
split_feature=0 3 4 3 4 1 4 2 3 3 3 3 4 0 4 0 2 1 4 1 2 2 4 3 3 4 3 3 3 2
split_gain=0.105708 0.210997 0.120926 0.290465 0.520814 0.219512 0.325953 0.217566 0.204004 0.473505 0.306794 0.771321 0.553768 0.234124 0.186663 0.126625 0.126495 0.408373 0.584993 0.381987 0.392999 0.373689 0.466735 0.465117 0.943362 0.708044 0.704056 0.711361 0.456316 0.431102
threshold=71.131225215400022 0.049900000000000007 48.86568841230001 -0.41441 33.708131650200009 55.917240655200011 44.421469061800003 -0.60918499999999998 -0.52484999999999993 -0.25095999999999996 -0.11303999999999999 0.076130000000000017 49.122847560300009 99.994511703900017 47.927946529500012 100.27142289135001 -0.11572 81.479100559500012 42.402981339000007 60.613977009100005 -1.0000000180025095e-35 -0.12546499999999997 40.664404858950007 0.12201500000000003 0.10721500000000002 38.903925214650009 0.093905000000000016 0.097450000000000023 0.43162500000000009 -0.58287999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -8 -4 -10 -11 -12 -13 -14 -9 -15 21 19 -19 20 -18 23 -23 24 25 -7 -27 29 -25 -28
right_child=2 -3 8 5 -6 6 7 14 9 10 11 12 13 15 -16 -17 17 18 -20 -21 -22 22 -24 28 -26 26 27 -29 -30 -31
leaf_value=-0.082125428045617635 0.057241176971758331 0.010147847887289091 0.052408245102996243 0.04830832625657009 -0.06159479814480006 -0.033004553080042236 0.040297682252378592 -0.063039193809036539 -0.081324609270053624 0.07478618008987066 -0.081569433749545936 0.076629344464992144 -0.07593146007964198 0.075922936260933466 -0.0092582819806746788 -0.073619112930834521 -0.004322199672686153 -0.077902491910477406 0.022421475219656019 0.001045305363055804 -0.083101944088213975 0.039712368366385857 0.0018658318307430463 -0.067918756320688389 0.055265301615801107 0.015018333234498559 -0.015901809030984929 0.0031989681267107751 0.0048659856554872372 -0.083733485477533717
leaf_weight=0.23979664141370349 0.250144569967232 0.29116322018671781 0.63291709125041995 0.51940259552065882 0.8990527671730888 3.0143348571981639 0.19630431397672499 0.85497210202265594 0.28949160476986513 0.40647630935200196 0.41038763313554016 0.66721372140455038 0.24575356401328463 0.11763866990804672 0.5712596948214923 0.040352469386562007 0.79689511936157942 0.82144694520138617 0.49382339230578509 114.10611873635207 0.58098997773777117 3.3671204918591675 3.5542145558865741 0.984917647903784 1.7542003534035746 12.139382409866814 0.95657573302742083 3.5629375216958579 0.85284019166283542 1.03522898533265
leaf_count=175 20 16 5 38 71 266 9 303 15 10 50 10 63 1 38 134 19 331 107 1665 41 34 37 27 36 387 18 53 18 37
internal_value=0.000921466 -0.0315254 0.00103325 0.000755174 -0.0357279 0.00103438 0.000870294 -0.0316018 0.0160056 0.00542385 0.0187264 0.00334385 0.0358823 -0.0314547 -0.0414979 0.0377284 0.00122624 0.000125253 -0.0402355 0.00058493 -0.0375399 0.00534497 0.0202776 0.00109182 0.00397442 -0.000370398 0.00518909 -0.0162918 -0.0341419 -0.0511569
internal_weight=154.653 0.53096 154.122 151.312 1.1492 150.163 149.644 1.62254 2.81023 2.17731 1.88782 1.48135 1.07096 0.403745 1.42623 0.157991 148.021 116.799 1.31527 115.484 1.37789 31.2218 6.92134 24.3004 22.4627 20.7085 17.6941 5.55474 1.83776 1.9918
internal_count=4034 191 3843 3555 91 3464 3426 350 288 283 268 258 208 198 341 135 3076 2163 438 1725 60 913 71 842 797 761 495 108 45 55
is_linear=0
shrinkage=0.0728446


Tree=708
num_leaves=31
num_cat=0
split_feature=3 3 0 1 0 4 1 0 4 1 0 3 4 1 2 3 4 1 3 3 2 2 3 3 3 1 3 0 3 0
split_gain=0.099465 0.473294 0.305837 0.776647 0.70082 0.664624 0.573745 1.23248 0.704535 0.718194 0.692817 0.459157 0.376525 0.33243 0.467662 0.30187 0.936702 0.87118 0.741614 0.698097 0.599591 0.582671 0.477251 0.484924 0.465271 0.384709 0.675952 0.567508 0.458103 0.421984
threshold=0.10249000000000003 0.10335500000000002 87.170566421650008 62.084563606450011 86.20003303655001 39.577821550850011 68.34060567600001 93.692765846100016 40.206947806850003 73.037342029850024 102.03236296680001 0.10661000000000002 41.257403903850005 62.020040611300011 -0.085584999999999994 0.096515000000000031 42.198888176300009 70.206395618550019 0.094725000000000018 0.094375000000000028 -0.22403500000000001 0.27538000000000007 0.09914000000000002 0.097970000000000015 0.095750000000000016 76.830756451950009 0.087475000000000011 98.674478761850011 0.086355000000000029 100.52682641375002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 5 -5 -3 -4 -8 9 -9 -11 -7 -10 14 -13 18 17 22 19 21 -20 25 23 -17 -22 27 28 -1 -27 -28
right_child=1 2 6 4 -6 11 7 8 12 10 -12 13 -14 -15 -16 16 -18 -19 20 -21 24 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=6.299643499379682e-05 -0.035019253872623925 0.044269953342348504 0.020724532870251437 -0.0062620318569206043 -0.094137532187785575 -0.037076360912231508 -0.09983510421348353 0.010379857489475156 0.050537284048757201 -0.090360167204299832 0.046425350452130983 0.0067618054056904093 -0.0049171243312797971 0.022727429110605227 -0.036496458215205967 0.035201724841295648 -0.045400744135902484 -0.010598199782132157 0.011868409689591993 0.037687616823733464 -0.02595469241428356 -0.062975265453707949 0.05040794356056616 -0.014495026641064361 -0.098900420276739093 0.00086226951835175088 0.066643408765330009 -0.051058700701274502 -0.10193073752231346 0.019793521637134569
leaf_weight=85.485818474975531 2.5248660979268598 1.6963855405338133 8.6476355120539647 1.0699549369455774 1.0997888380661605 2.4739939281716934 0.7923618481727307 1.7189826659450775 1.8711648690805307 1.1448658426525069 0.27428940245408728 4.0332049299031469 1.2014852405482086 2.7869747236836702 2.3716350861359397 2.926889430760637 1.5165383553539857 4.183376701144879 1.0224533014406918 3.1051469706580965 1.1087186235254187 0.85770247484833717 4.3861912861466408 1.9583685696125028 0.9882743596099316 5.3940490384503601 1.6553950273664666 1.3176505870833342 0.27215016696572991 3.7547757247612026
leaf_count=1886 27 30 71 29 13 21 11 35 23 61 48 28 50 28 30 31 51 115 28 26 28 109 47 25 27 753 14 89 49 251
internal_value=0.00088204 -0.00282806 -0.000221537 -0.00790649 -0.0508039 -0.00094083 0.00740505 -0.00904211 0.0025411 -0.0232219 -0.0639227 -0.00751516 0.0288532 0.000441288 -0.00925621 0.00192477 0.0121937 0.0186853 0.000460062 0.00159728 -0.0366675 0.000462294 0.0318983 0.0152796 -0.0603327 0.00101819 0.0145853 -0.000713016 -0.00407493 0.0341286
internal_weight=153.641 33.7076 31.1827 15.5319 2.16974 13.3622 15.6508 7.00315 6.21079 3.13814 1.41916 11.6658 3.07265 9.19181 6.40484 119.933 14.9714 13.4548 104.962 101.843 3.11945 98.7375 9.27145 4.88526 2.09699 97.8798 11.0764 86.8035 5.6662 5.41017
internal_count=4034 505 478 179 42 137 299 228 217 144 109 107 73 86 58 3529 269 218 3260 3177 83 3151 103 56 55 3042 1067 1975 802 265
is_linear=0
shrinkage=0.0773033


Tree=709
num_leaves=31
num_cat=0
split_feature=0 3 3 0 2 2 3 4 2 4 3 2 1 0 0 1 0 2 3 3 2 2 4 1 1 3 3 0 3 0
split_gain=0.100491 0.457547 0.374005 0.172346 0.60542 0.145948 0.426022 0.133546 0.492592 0.367839 0.206901 0.187448 0.146937 0.224433 1.06204 0.594325 0.287066 0.246946 0.535031 0.273242 0.30074 0.227939 1.17393 0.316492 0.257827 0.55357 1.43662 0.390542 0.386421 0.378915
threshold=102.89804648475001 0.090735000000000024 0.086230000000000015 102.31465107045001 -0.016679999999999997 -0.078504999999999991 0.086355000000000029 34.654301448200009 0.17076500000000003 32.051492741500006 0.094375000000000028 -0.10623499999999998 83.116371560950014 100.27142289135001 101.10215645365001 77.946466576100008 99.470262368500016 -0.083954999999999988 0.087475000000000011 0.085335000000000022 -0.16182999999999997 0.20167500000000002 40.040005255000004 65.907551067950024 75.408562100950022 0.088655000000000025 0.085235000000000019 96.959242474650011 -0.059734999999999996 97.39208423365001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -4 8 9 11 -11 -1 13 15 -15 16 21 18 19 20 -17 24 23 -23 27 26 28 -9 -26 -27
right_child=1 -3 5 4 -6 -7 -8 12 -10 10 -12 -13 -14 14 -16 17 -18 -19 -20 -21 -22 22 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.10038236659127091 -0.045449631768233932 -0.094608185869426528 0.092997714785096899 -0.028965655651976646 0.069637770595028653 0.065453429431292023 -0.093717652592839498 5.1564634523090127e-05 -0.046392206189648254 0.01580648479491667 0.065676287763966626 0.013698004519552186 0.031139561651357391 -0.088691344480297002 0.0012814558938266797 0.093375734104064523 -0.034324686594939133 0.075204522666803303 0.054216360082221304 -0.12553765344732118 -0.10164118680024602 0.080353859623627372 -0.065172589485896396 0.023827089999920857 0.028217748899161548 0.02814902332292692 0.090896652687017576 -0.025515396063100649 -0.099641245177579177 -0.030531868311228651
leaf_weight=0.21932580400243817 0.71736817260398256 0.47968309282441612 0.18506193088251166 0.86382728803437236 1.1375618551392097 0.61433177534490802 0.20101312744554889 116.5719278104043 0.77609684539493162 1.1205302549642513 1.5822199415415523 0.23552391934208494 1.2163488864825911 1.2737938861100691 5.505735363214626 0.1410078853368758 1.8831921758537635 1.0770914657041419 1.1156798410229383 0.23725272715091705 0.11177708058676261 1.298891989514231 0.96427038214096672 1.9587900813203303 0.29823121351364545 1.5179255675757306 1.8617089505423789 4.9093422860314595 0.49693735546315954 2.0253598405397497
leaf_count=70 558 217 4 24 23 100 81 2138 24 40 33 9 28 50 165 1 62 17 17 2 48 26 41 31 22 13 20 99 33 38
internal_value=0.000920141 -0.0179317 0.00348 0.00119558 0.0270792 0.0385663 -0.00421716 0.000846499 0.0169893 0.0325677 0.0450008 -0.0413109 0.00040694 0.000145985 -0.0156234 0.000929375 9.95587e-05 0.0423107 0.0202461 -0.0570948 0.00714267 0.000591036 0.0208906 0.0463653 -8.01969e-05 0.0175823 0.0482232 -0.000981656 -0.0516872 -0.00539327
internal_weight=152.598 2.19746 1.71778 150.4 2.00139 1.00041 0.386075 148.399 3.9337 3.1576 2.70275 0.45485 144.465 143.249 6.77953 136.469 133.787 2.68281 1.60572 0.490038 0.252785 131.903 4.22195 3.25768 127.681 6.20016 2.65688 121.481 0.795169 3.54329
internal_count=4034 960 743 3074 47 185 85 3027 176 152 73 79 2851 2823 215 2608 2523 85 68 51 49 2461 98 57 2363 126 75 2237 55 51
is_linear=0
shrinkage=0.0887971


Tree=710
num_leaves=31
num_cat=0
split_feature=0 4 4 3 3 2 2 2 1 3 2 1 1 4 3 2 2 0 4 2 4 3 2 0 1 0 1 0 4 1
split_gain=0.508415 0.643924 0.422679 0.310609 0.73773 0.661117 1.35693 0.657556 1.20913 0.567677 0.562829 0.533311 0.5169 0.515391 0.500036 0.824483 0.525541 0.710347 0.589151 0.537632 0.452345 0.534824 0.34748 0.326274 0.320454 1.14427 1.01177 1.8721 0.728212 0.691688
threshold=104.06483731340002 42.402981339000007 42.536568606950006 0.080135000000000026 1.0000000180025095e-35 0.12427500000000002 0.049235000000000008 -0.06483499999999999 68.34060567600001 0.079430000000000014 0.022350000000000005 60.613977009100005 58.167480110400007 48.96897326980001 -0.046510000000000003 -0.018034999999999999 -0.046635000000000003 93.399723909900004 37.73036952315001 -0.073609999999999995 41.965809985500009 -0.10747999999999999 -0.23997499999999999 78.14810093585001 75.408562100950022 97.878695155250014 71.246828915000023 96.039789794050009 40.636252116050009 73.037342029850024
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 8 9 -6 -9 12 23 -10 15 16 18 -18 19 22 -20 -22 -1 -5 26 28 -13 -28 -26 -29
right_child=1 2 -4 11 7 -7 -8 10 13 -11 -12 24 -14 -15 -16 -17 17 -19 20 -21 21 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.00068895001219773492 -0.0019906039845643889 0.0013824776573027808 -0.001974703176115348 -0.0011662321467406005 0.0002667991702992477 0.0011650495043102967 -0.0023091509321204445 0.0017025715545182409 -0.0021635062148039788 0.0018380349343383444 0.00062940362432577278 0.00016217644682731778 -0.0017296287438543292 0.00073369096981109629 -0.0012201094634422829 0.0012817054576202283 -0.0015257694801096035 0.0003264052091447969 0.00060012065807889042 0.0010983502852038585 6.586983678105241e-05 -0.0021277875122766368 -0.002204044834420521 0.00065412957726092931 0.00018770615279657663 0.00010409622600510948 -0.0020673270104121901 0.0003228233828534336 0.001603369958930441 -0.00064141090834865565
leaf_weight=0.19459562942211039 0.94370811859061976 0.5278631302062422 0.19836953313460981 0.59846195112913791 3.556432542623952 2.1275858666922423 0.92109178530517866 3.128090246638747 0.99388650787295751 1.1765087518142534 4.7048621620633639 109.97815778042423 1.1550757019431328 0.30960843434149865 1.020726242801177 2.3423490561326643 1.7330928164592472 1.4724842911382436 8.5850912951864284 0.3543641288997702 4.939534510311212 0.46776481557753058 0.88815881648042694 1.0301940897479651 2.2000036248937276 18.678939163139148 2.1813413268100694 6.7029137547360715 3.8274077707610559 4.9892690429696813
leaf_count=13 555 10 314 39 44 52 73 48 85 59 40 1243 59 74 15 77 28 15 140 10 164 82 124 14 25 321 139 46 51 75
internal_value=0.000154692 -0.000922494 0.000465468 0.000164147 0.000320382 0.000119489 2.24302e-05 0.000683177 0.000196837 0.000657375 0.00105797 0.000123972 -0.000726333 -0.00147536 0.000120057 0.000185267 4.74492e-05 -0.000674972 0.000197537 -0.00099801 0.000320328 -0.000123895 -0.00168411 -1.47761e-05 0.000139906 0.000343803 9.92316e-05 -0.000399744 0.00108665 -8.86331e-05
internal_weight=191.928 1.66994 0.726233 190.258 38.9162 25.0468 22.9193 13.8694 6.03644 4.73294 7.83295 151.342 2.78373 1.30349 21.9982 20.9774 18.6351 3.20558 15.4295 1.43712 13.9924 5.4073 1.08275 1.62866 148.558 24.7064 123.852 13.8735 6.02741 11.6922
internal_count=4034 879 324 3155 1143 793 741 350 262 103 88 2012 112 159 668 653 576 43 533 147 386 246 137 53 1900 397 1503 260 76 121
is_linear=0
shrinkage=0.00196078


Tree=711
num_leaves=31
num_cat=0
split_feature=0 4 2 0 0 3 3 0 3 3 3 0 4 3 3 2 4 4 0 2 1 0 2 3 0 1 4 3 4 2
split_gain=0.0998769 0.313136 0.176897 0.20466 0.197647 0.104708 0.739182 0.818027 0.746422 0.419279 0.619114 1.55972 0.420499 0.387045 0.820442 0.911932 0.436082 0.924211 0.76933 1.30977 0.837214 0.834853 1.04025 0.570286 0.485811 0.960527 0.46461 0.408686 0.618002 0.73654
threshold=103.48144189910001 40.844669808050007 -0.086139999999999994 103.80405687475002 107.57327517365 0.088350000000000026 0.089305000000000023 87.278104746850019 0.088655000000000025 0.089415000000000022 0.09013000000000003 89.493394246350007 43.752965619700007 0.090735000000000024 0.091645000000000018 -0.048954999999999992 41.243661560350013 41.147265497500008 90.767723400200012 -0.16048499999999999 81.011308844800013 88.17067284620002 -0.116995 0.10249000000000003 89.705782438650019 68.34060567600001 39.861052345600008 0.10661000000000002 40.280372415600006 -0.056724999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1 7 -7 -9 -8 11 -11 13 -12 15 -15 17 23 21 -20 -21 22 -18 24 26 -26 -16 -25 29 -29
right_child=1 2 3 4 -6 6 9 8 -10 10 12 -13 -14 14 16 -17 18 -19 19 20 -22 -23 -24 27 25 -27 -28 28 -30 -31
leaf_value=0.0033210903140995225 -0.078228601653333396 -0.077747503937975734 -0.084665812062073686 0.057648970856521327 -0.077693341541036895 -0.062279542905024098 0.043650997796370335 0.037775327717458299 -0.043945046317117431 -0.10940678639518128 0.027722903709867016 0.0064486015198973118 0.038777491538234468 -0.0040681917508313863 0.053034425568174309 -0.078127356482657714 -0.067550772780114524 0.06403533919285237 0.022275986368767164 -0.095949452866677165 0.010086883281589141 0.038659972082025415 -0.00089524569617642643 -0.02189346409438608 -0.06707705227334812 0.0095031773462420609 0.014765639939215983 -0.030818119693219952 0.023997883342126464 0.012384378452533887
leaf_weight=65.926415502683085 0.39000901287374634 0.12498786088872293 0.091542643262073398 0.49203259829664603 0.074203018849402724 2.3906089887022963 1.3559230268001545 1.4406535009620713 1.2452147728763518 1.0636497911182226 3.0547007734130593 2.0002815555781126 1.7823314059933171 2.475365805614274 2.7570728256832826 1.6597889491240483 1.5467404029332161 1.5909390652086575 1.3774038227275016 1.9323830541688942 0.5780713753774761 2.7708787582814685 14.661987935018262 6.1541708225267966 1.0663005998358119 11.920495937520171 6.0688586382893845 4.8251655166968632 4.9604112371162037 4.6123010308947467
leaf_count=1896 434 278 5 20 183 30 13 20 27 43 30 32 52 29 44 33 29 23 26 89 4 23 180 65 15 162 38 106 45 60
internal_value=0.000833092 -0.0216391 0.00655632 0.0225753 0.0399129 0.00100738 -0.000781015 -0.0293877 -0.000111645 0.00102938 0.000296533 -0.0337708 0.00167366 0.000780154 -0.000379711 -0.0337944 0.00168806 0.00619228 -0.00696993 -0.038298 -0.0715329 -0.000552567 -0.00725594 0.00402008 0.012726 0.00321544 0.0267202 -0.00521986 0.00190704 -0.00970409
internal_weight=152.391 1.17278 0.782766 0.657778 0.566236 151.218 85.2917 5.07648 2.68587 80.2152 78.8593 3.06393 75.7954 74.013 70.9583 4.13515 66.8232 43.9557 22.8675 3.88786 2.51045 18.9796 16.2087 42.3648 21.8127 12.9868 8.82593 20.552 14.3979 9.43747
internal_count=4034 920 486 208 203 3114 1218 77 47 1141 1128 75 1053 1001 971 62 909 558 351 119 93 232 209 535 259 177 82 276 211 166
is_linear=0
shrinkage=0.0773033


Tree=712
num_leaves=31
num_cat=0
split_feature=0 4 2 0 0 0 1 1 0 1 1 1 0 3 2 3 1 4 0 1 0 3 1 1 0 2 2 1 4 4
split_gain=0.0881714 0.284099 0.157724 0.179596 0.171628 0.104812 0.390373 0.438261 0.205666 0.494292 0.601989 0.493606 0.598802 0.927655 0.374981 0.353915 0.642981 0.596479 0.545269 0.328085 0.979437 0.571565 0.491666 0.616997 0.451294 0.395067 0.664357 0.734456 0.325996 0.305132
threshold=103.48144189910001 40.844669808050007 -0.086139999999999994 103.80405687475002 107.57327517365 101.86567856270001 78.728807892050014 80.468240302450013 97.878695155250014 78.285212300550015 77.742143758150021 75.408562100950022 97.521130223850008 0.087555000000000022 -0.084275000000000003 0.088655000000000025 73.037342029850024 41.066313126200008 98.674478761850011 71.246828915000023 96.039789794050009 0.076615000000000016 70.776348742200014 70.389210771400016 96.959242474650011 -0.122165 -0.033799999999999997 70.897329358050015 36.893814626400008 38.903925214650009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 8 -7 -8 11 10 15 19 13 -13 -11 18 -17 -18 -10 22 21 28 23 -1 -22 -24 27 -27 -21 -16
right_child=1 2 3 4 -6 6 7 -9 9 14 -12 12 -14 -15 29 16 17 -19 -20 20 24 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017033855119278289 -0.075106595654222313 -0.0746880520509874 -0.080655700078147097 0.052328588121504309 -0.074641127446208808 0.043622085178634772 -0.054629978689533953 0.009397393299750938 0.05544164847559107 0.030705885228847696 -0.095085743922243046 -0.082100445411807832 0.057183016265307293 0.024175908542623321 0.02931263093145468 0.013276590966993074 -0.081583026787631421 -0.013515647866078263 -0.028191558976647182 0.050745925373828826 0.0070217939518267989 -0.07740815450370811 0.078211460993093382 -0.052970443145249624 -0.023172965193074099 0.035513663185850655 0.073497882095598974 -0.083404626858831571 -0.038636229654053354 -0.021541427257644342
leaf_weight=106.99774116027402 0.35327066519789585 0.11315178777294932 0.083535163139458746 0.47008847916004015 0.06717179550378205 1.4801748043573741 0.69451141669196648 3.9293932899599895 0.84485286471317322 2.2737544654664816 0.57670240593142796 0.56326057077239911 1.8971389319049192 2.325336116598919 0.88046228740131516 1.4473745147697625 1.4219364437740298 1.4210327734472228 0.87726170486712363 0.3578428290784389 9.7986674704588932 1.6601272298903493 0.77597629715455729 1.1517791872902297 3.7895411101635537 0.62194371782243252 0.67488037049770233 0.53196673956699669 0.60806205690460047 2.5034739690272545
leaf_count=1953 434 278 5 20 183 39 47 102 15 47 24 99 21 26 13 13 66 33 78 3 62 155 8 84 40 7 5 64 46 64
internal_value=0.00072263 -0.0203605 0.00599037 0.0206955 0.036454 0.000875336 0.0104116 -0.000219531 0.000471102 -0.00873902 -0.0225709 0.0013272 0.0247522 0.0034526 0.00737013 -0.0156154 -0.0270365 -0.0475602 0.0128381 0.000444263 -0.00942704 -0.0509672 0.0018894 0.00112112 -0.00139906 0.0337886 0.0149395 -0.0193091 -0.00552245 -0.00830977
internal_weight=151.192 1.08722 0.733947 0.620795 0.53726 150.105 6.10408 4.6239 144.001 12.2469 6.58916 131.754 4.78574 2.8886 5.65769 6.01246 4.29034 2.84297 1.72211 126.969 16.2142 2.62603 110.754 108.15 13.5882 2.60477 1.82879 1.15391 0.965905 3.38394
internal_count=4034 920 486 208 203 3114 188 149 2926 353 229 2573 146 125 124 205 112 99 93 2427 306 204 2121 2037 102 84 76 71 49 77
is_linear=0
shrinkage=0.0743015


Tree=713
num_leaves=31
num_cat=0
split_feature=0 3 4 3 4 0 4 2 1 4 0 3 3 0 2 3 1 1 3 2 2 4 0 4 0 0 4 2 3 2
split_gain=0.0845648 0.203222 0.109581 0.254896 0.448123 0.344016 0.275708 0.186564 0.197593 0.536041 0.185343 0.363002 0.303238 0.154445 0.18826 0.134371 0.378475 0.532418 0.45465 0.480545 0.374532 0.373915 0.375237 0.355271 0.588074 0.509765 0.647391 0.584045 0.382735 0.421734
threshold=71.131225215400022 0.049900000000000007 48.86568841230001 -0.41441 33.708131650200009 71.249517373150013 44.421469061800003 -0.60918499999999998 70.206395618550019 47.927946529500012 95.469836670350006 -0.11303999999999999 0.07772500000000003 95.808582394800013 -0.51146999999999998 0.080135000000000026 72.378669787950017 74.739136026450012 0.079220000000000027 0.12427500000000002 -0.24385500000000002 40.00488309970001 102.11570516885001 37.52517992975001 93.399723909900004 86.756543869550015 39.749124837650008 0.022350000000000005 -0.24663499999999999 -0.06483499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -8 9 -9 11 -4 -13 -12 -15 16 18 -18 19 20 -7 -19 -23 24 -22 26 -25 -27 -28 -30
right_child=2 -3 10 5 -6 6 7 8 -10 -11 13 12 -14 14 -16 -17 17 21 -20 -21 23 22 -24 25 -26 27 28 -29 29 -31
leaf_value=-0.089864053187676027 0.060833802401124001 0.012904488430847403 0.032253914476759973 0.083450043042169797 -0.06483719574246391 0.05477775834191892 0.043360363656073299 -0.064750946624938216 -0.09307790605542049 0.060929752186732175 0.08652574483036625 -0.089192639591683442 0.012709004241092116 0.072035661115307917 -0.081429810735979102 -0.00014217847932197119 -0.092721314193247903 0.011682523584465608 0.042231583996333089 0.052384139176533097 -0.078043890350076861 -0.088054579908900824 -0.0086174249373205079 0.048419228702058635 0.0145226202181195 0.041341479933925861 -0.001106960942304495 -0.017485100472093992 -0.061791166739329335 0.0013091268274604891
leaf_weight=0.22157102516211935 0.23310731608944368 0.28399461146909744 1.2384596838383002 0.32514277838345051 0.863090612682754 0.84614850184880808 0.18302650934492692 0.68650182426790596 0.37287856188868307 0.3226942652836442 0.38814266026020039 0.37957238285161965 0.37601952697150409 0.11109757074154925 0.096717229303067032 118.57208540965894 0.48703804619799385 3.2147781223416132 2.6837041638791552 1.3682801656395884 0.93208408233477047 0.57066007236426219 1.1799752779515982 1.117233335855415 0.84766398184001446 3.6744908457621923 3.9432064241264042 1.5531019698828457 1.9203404299332789 1.0651439811735999
leaf_count=175 20 16 20 5 71 25 9 141 204 6 2 39 27 8 192 2217 23 177 90 20 72 83 136 26 10 55 34 14 98 19
internal_value=0.000702375 -0.0321352 0.000813383 0.000524371 -0.0381132 0.000814736 0.000630126 -0.032944 -0.0430488 -0.0245641 0.0172125 0.00545068 -0.0384814 0.0565672 0.000612667 0.000995096 0.00630331 -0.0124751 0.0114352 0.00664888 0.00271297 -0.00460402 -0.0345118 -0.000213607 -0.033956 0.00431066 -0.0083937 0.0238643 -0.0175546 -0.0392786
internal_weight=150.058 0.505566 149.552 146.962 1.0962 145.866 145.541 1.5651 1.38207 1.0092 2.59001 1.99405 0.755592 0.595957 0.207815 143.976 25.4038 5.45245 19.9514 17.2677 15.8994 4.96541 1.75064 15.0533 1.77975 13.2735 8.04592 5.22759 6.92869 2.98548
internal_count=4034 191 3843 3555 91 3464 3459 360 351 147 288 86 66 202 200 3099 882 419 463 373 353 396 219 328 82 246 177 69 151 117
is_linear=0
shrinkage=0.0804263


Tree=714
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 4 2 1 4 3 3 4 3 2 3 0 1 0 0 1 2 0 1 3 4 2 0 1 0 0
split_gain=0.835816 0.511816 0.478525 0.813519 0.598039 0.40133 0.691131 1.23927 1.8436 0.840317 1.42155 1.11789 0.705705 1.0897 0.976214 0.70071 0.657048 0.667828 0.675605 0.616373 0.972669 1.60505 1.00561 0.800515 0.677016 0.612652 0.926952 0.78601 1.40394 1.03484
threshold=83.740093847200015 0.20949500000000004 83.116371560950014 81.479100559500012 104.91170162450001 42.094663496250007 -0.06483499999999999 68.910558799650019 39.792680591700012 0.090735000000000024 0.094725000000000018 35.419594101850009 0.091290000000000024 -0.59168499999999991 0.098105000000000026 84.390700714750025 80.468240302450013 97.674372337300014 97.39208423365001 62.154463517850012 -0.085584999999999994 86.256490657300006 62.020040611300011 0.083950000000000011 41.32819714970001 1.0000000180025095e-35 86.329079026800017 64.407391431150018 93.399723909900004 94.047642319350018
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 9 -9 -11 -12 -10 -14 -15 -8 17 18 -7 20 24 -22 -23 -21 -1 26 -17 -28 -29 -30
right_child=1 -3 -4 4 -6 16 15 8 12 10 11 -13 13 14 -16 25 -18 -19 -20 23 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=4.8564153721143126e-05 -0.0020790137189613438 0.0010224149522628191 0.0013245013103194113 -0.0021443500188747088 0.00088283258920926315 -3.0081025021686216e-05 -0.00083111985756520478 -0.0017137864152444544 0.00058941738783740635 0.00028384306978805314 0.00024600833724373005 -0.0022286592258458186 0.0012484194931197332 -0.0021533560723804059 -0.00012874939772491992 5.5996059063924044e-05 0.00096595795098842032 -0.0011182393544849961 0.001399656557121814 -0.00026308498470846068 0.00015529813972067869 -0.00031993459063026151 -0.0024906831784883448 0.00072497642458742479 0.00074834615311624678 0.00021719795669123651 0.0013688229105789111 -0.00068813695595857662 0.001911103585632004 0.00055663327099491429
leaf_weight=12.762408811446223 0.98320631362639577 0.25832252016698476 1.3951869146585512 0.9756105747183017 0.33777519359500729 38.157066096362541 1.7424114531459043 3.1966150175940147 8.0501573586370778 3.9608979861077387 1.0172194534679877 2.2635044701164588 1.2770807030610729 1.3997998377308247 2.6472656478872523 8.1703961119055766 2.6572451079409793 2.0961114887031718 1.3144637905061234 3.8696403665526331 6.6780057363212126 1.4919569194316866 1.8230340816080568 17.011920229997486 9.1092282929457706 27.268509045941755 7.0627775238826898 2.7598542836494735 2.783917360007762 9.8127904022112471
leaf_count=291 693 64 27 123 53 1106 102 117 81 42 14 95 14 37 39 55 25 159 13 58 35 18 26 150 56 330 76 25 22 88
internal_value=0.000169685 -0.00143371 0.000180557 0.000171773 -0.00136582 0.000182968 0.000235678 0.00011242 -0.000258865 -0.000876429 -0.000506801 -0.00146137 0.000223124 -0.000330714 -0.000829021 0.000394006 2.06858e-05 -3.97415e-05 1.75315e-05 0.000280039 0.000108453 -0.000398364 -0.00151371 0.000541875 0.000340013 0.000430901 0.000621402 0.000827456 0.000578471 0.000855976
internal_weight=184.334 1.24153 183.093 181.698 1.31339 180.384 136.159 76.5587 23.8125 10.4382 7.24162 3.28072 13.3743 5.32415 4.04707 59.6007 44.2249 41.5676 39.4715 52.7462 31.8646 9.993 3.31499 20.8816 21.8716 57.8582 30.5897 22.4193 15.3566 12.5967
internal_count=4034 757 3277 3250 176 3074 1771 1073 439 268 151 109 171 90 76 698 1303 1278 1119 634 426 79 44 208 347 596 266 211 135 110
is_linear=0
shrinkage=0.00196078


Tree=715
num_leaves=31
num_cat=0
split_feature=4 0 4 3 3 4 2 0 4 3 2 0 4 1 2 2 4 0 3 4 3 0 0 4 4 1 1 4 2 1
split_gain=0.0908154 0.195079 0.549057 0.381444 0.431605 0.323103 0.593312 0.294773 0.683348 0.312575 0.377407 0.273287 0.678257 0.633983 0.247366 0.452392 0.286052 0.675672 0.3233 0.310818 0.482682 0.279471 0.311793 0.327274 0.247626 0.212113 0.191533 0.594739 0.625949 0.570054
threshold=42.141702038450013 86.329079026800017 42.686561923500008 0.09117500000000002 0.087555000000000022 42.719328117250008 -0.086139999999999994 85.995710218650018 43.426640904350009 0.096515000000000031 -0.11963999999999998 86.83719761350001 43.218894539100006 62.036171360100006 0.15844000000000005 0.096390000000000017 43.384297312450009 87.350693116400024 0.072205000000000033 42.488347682450005 0.092650000000000024 87.350693116400024 100.27142289135001 43.487767439550005 42.388109226950007 55.954879069000008 61.987779113750001 41.646178195200001 -0.085584999999999994 62.00390986255001
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 7 8 -7 10 -10 12 13 -3 15 16 17 -13 -18 20 24 -20 23 -23 -19 -8 27 -1 -29 -28
right_child=1 11 5 -5 -6 6 25 -9 9 -11 -12 14 -14 -15 -16 -17 18 19 21 -21 -22 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.00024487719258554545 -0.085344857561604912 0.004339820473843378 0.055932699879226229 -0.085515387343718482 0.029266776443623192 -0.084447265820867312 0.035703085181317415 0.032187698589918004 0.0059277838008035344 0.073770779456515501 -0.084299125366477642 -0.064275847233165484 -0.026258123290890355 0.072018405670140465 0.049364100096557825 -0.088018285412763436 -0.084981208608332484 0.010020622026491071 0.085653610357962276 -0.012876333750625553 -0.033093898520329866 0.080814643494194635 -0.082920901591164567 0.0087848877161379145 0.052739886851330402 -0.086243482963021464 0.030490785332435801 -0.011115066641118027 -0.09668566713851294 0.0019613990423449773
leaf_weight=18.417555426265611 0.33925914765131704 1.8744835034012823 0.55967263877391804 1.0017330197151748 0.56896822957787663 0.660836741575621 0.10554414301805159 1.4979078471660612 2.8360767844787915 0.37787397578358639 0.33532569272210899 1.3057553134858704 1.6031092666089533 1.7139208074659107 0.56120184085557312 0.41362691430185705 0.21419104068445349 2.2277473047724921 0.34657272696495045 8.532584127126027 1.1377774115535428 0.44766834517940868 0.21870231516186311 4.6071640414374997 1.4483043691143391 0.7331637880706694 4.7743861952912985 1.4787692893296482 0.88320282151835172 88.615043958174738
leaf_count=421 42 12 4 47 13 52 53 9 175 4 28 21 11 65 27 94 100 56 2 173 27 7 319 224 23 102 40 17 38 1828
internal_value=0.000759322 -0.00278305 -0.0130092 -0.051292 -0.0135452 -0.00272008 -0.00773424 0.00154666 -0.00935505 0.00462631 -0.00361229 0.000676349 0.0172347 0.036665 -0.00332913 -0.00474403 -0.00306271 -0.00905966 0.0119979 -0.00365754 0.0126829 0.015694 0.0110963 0.015164 0.0268513 -0.0708976 0.00186605 -0.00511752 -0.0431121 0.00341992
internal_weight=149.838 35.6692 9.01636 1.90996 0.908227 7.1064 6.54673 5.70802 4.21011 3.54928 3.1714 26.6528 5.19151 3.5884 21.4613 20.9001 20.4865 14.6522 5.8343 13.3464 4.81383 5.62011 5.27353 5.05483 3.67605 0.838708 114.169 20.7795 2.36197 93.3894
internal_count=4034 1690 529 102 55 427 423 268 259 207 203 1161 88 77 1073 1046 952 300 652 279 106 552 550 231 79 155 2344 476 55 1868
is_linear=0
shrinkage=0.0804263


Tree=716
num_leaves=31
num_cat=0
split_feature=0 4 2 3 3 0 3 4 2 2 0 0 2 1 0 3 3 3 0 0 1 3 1 4 1 4 1 0 3 1
split_gain=0.089359 0.249684 0.152678 0.214045 0.188006 0.0965688 0.341823 0.354441 0.295215 0.324948 0.175226 0.479066 0.614686 0.369542 0.318479 0.336298 0.565112 0.257204 0.985531 0.223656 0.178118 0.262166 0.138973 0.546182 0.378675 0.333933 0.307301 0.879134 0.514896 0.420474
threshold=103.48144189910001 40.844669808050007 -0.0068649999999999996 0.086355000000000029 0.086230000000000015 101.86567856270001 0.096665000000000015 42.599563320500003 0.061925000000000015 -0.078504999999999991 100.27142289135001 101.10215645365001 -0.117885 77.946466576100008 101.18549865570002 0.084090000000000012 0.093580000000000024 0.087475000000000011 97.991610396700011 99.470262368500016 72.01572794030001 0.090735000000000024 75.408562100950022 41.827117825850003 75.951630643300021 42.599563320500003 71.246828915000023 96.039789794050009 0.076615000000000016 70.776348742200014
decision_type=2 2 2 2 2 2 2 2 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 10 7 8 9 -7 13 12 -12 19 -13 -16 -17 18 -15 22 -21 -22 26 24 -24 -25 29 28 -28 -1
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 11 14 -14 17 15 16 -18 -19 -20 20 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.0010934457129432174 -0.087915858023097163 -0.087533079194327262 0.056045708386170845 -0.090577217338570243 0.091146643583339168 0.016603537340899199 -0.026474038544938905 -0.018096742589496964 0.0051126589446276148 0.08583966323917111 0.015271765370132112 0.039848515898512106 -0.098693901142561463 0.078125828461943631 0.036607770408313367 -0.10163155020305317 0.0064404519659989412 0.053359159183534226 -0.11051394416311117 0.0087880416666488471 -0.012092380327550294 -0.092436404550600343 0.013478789039890124 0.085321875055580615 -0.045257463162140209 0.0086544306486659676 -0.0077771501919647566 -0.0025581148171119599 -0.090365930156404303 0.037625239105954507
leaf_weight=107.5435616432278 0.32489387418490767 0.065313508712051771 0.2677742523364941 0.20814341744517151 0.140922815335216 0.87442959385225583 1.3715792888542635 1.1857230823115967 1.3428395504597572 1.2454941011965268 0.57302271436492447 1.1488568352069708 0.9588693591649633 0.47490075367386397 0.62530248241091646 0.63655188726261236 0.8649805816821754 1.7033585190656593 0.37613925026380457 0.61284844554029305 0.67796220787567996 0.56373986380640417 2.8221881221979848 1.0569746522232888 1.1795445669558828 0.72650591031560896 0.92014169009053448 14.446229266352018 1.5125280674037638 2.4420046647428526
leaf_count=2047 434 245 106 133 2 28 34 92 14 20 16 15 41 55 28 31 16 25 16 10 18 37 29 10 38 53 49 147 155 90
internal_value=0.000740268 -0.0251043 0.00481137 -0.0282965 0.0345601 0.00091626 0.0117155 0.0229836 0.0370504 0.057281 0.000457997 -0.0158781 -0.0560637 0.00103102 0.00291489 -0.0170356 -0.039375 0.0338331 -0.00524842 0.000408064 -0.029615 -0.048569 0.000827811 0.0140232 -0.00383422 0.0540912 0.000226083 -0.0107111 -0.0591273 0.00190456
internal_weight=148.893 1.00705 0.682154 0.41438 0.206236 147.886 6.02007 4.64849 3.46276 2.11992 141.866 4.80758 1.53189 137.059 3.27569 2.12683 1.50153 2.5544 0.85104 134.504 1.85455 1.2417 132.65 5.78521 4.00173 1.78348 126.864 16.8789 2.43267 109.986
internal_count=4034 920 486 380 247 3114 188 154 62 48 2926 147 57 2779 90 75 47 96 71 2683 65 55 2618 130 67 63 2488 351 204 2137
is_linear=0
shrinkage=0.087056


Tree=717
num_leaves=31
num_cat=0
split_feature=4 4 3 4 3 3 2 4 4 1 4 0 3 0 0 4 4 1 2 2 3 3 3 2 2 1 4 3 1 0
split_gain=0.0848255 0.205621 0.219966 0.492082 0.198929 0.259735 0.310655 0.182983 0.257045 0.284856 0.191521 0.218248 0.461692 0.21314 0.174096 0.371751 0.220484 0.195205 0.515902 0.396623 0.274254 0.238246 0.315453 0.214941 0.165451 0.186051 0.464629 0.160637 0.348363 0.216697
threshold=49.283271594150008 48.86568841230001 -0.41441 32.724174661450007 -0.25095999999999996 -0.24338000000000001 -0.23369999999999999 32.724174661450007 30.317390213800007 68.34060567600001 34.654301448200009 98.413698323200009 0.11531000000000002 91.937202686950016 71.440397900400015 44.952171034750002 44.421469061800003 61.622148808000013 -0.10946499999999999 -0.018034999999999999 0.093325000000000033 0.096885000000000013 0.078905000000000017 -0.13734499999999997 -0.60918499999999998 70.206395618550019 47.927946529500012 0.21629500000000004 62.030794443850006 87.818484831100008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 -7 8 9 -4 11 13 -13 -9 15 -12 17 18 21 -20 -21 22 23 -16 -18 26 -26 -19 -29 -30
right_child=4 -3 7 -5 5 6 -8 10 -10 -11 14 12 -14 -15 16 -17 24 27 19 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.081396321549410289 -0.089262895446191898 0.029228596190672661 -0.084246549897091488 -0.063419698783117956 0.087151695172875007 0.036255080337572007 -0.089461541311831413 0.010285888775997372 -0.076983604423105839 0.064150759477129518 -0.084195626320737793 -0.088410384747070817 0.069518762235967188 0.060647270208330287 -0.025418789711554028 0.077498630575519201 0.043547252467071688 0.00060061616718841415 -0.075271382374247575 -0.045755351092682389 0.038728400450350524 0.061969942563450835 -0.064903848282968468 0.075828608379868587 -0.062687760735482531 -0.094277174507570977 0.060869045602985707 0.05094031142153084 -0.016316512992992659 0.021131862139449908
leaf_weight=0.19334935798542463 0.2352707674863268 1.6905478904227482 0.13284563488559697 0.86142309258320893 0.16712087392807007 0.25054533255752176 0.280229389859186 1.2473011390975441 0.47955381679696529 0.25251990834476601 0.11989457914751156 0.313966286192226 0.20651102397823706 1.034686997067183 0.24778790771961234 0.47394840279594064 0.17395669300094585 129.41899266594191 1.1881684255786242 0.54747464646425104 0.49004347261507064 0.55540611501783133 0.36932960071135312 0.3277493417263031 0.63832343487592769 0.33456939957432041 0.30158954299986362 1.3595530670136202 2.0039793495088816 2.1614935712277656
leaf_count=45 14 46 23 112 1 12 228 42 59 71 90 63 6 10 40 15 9 2601 30 32 12 9 28 5 141 204 6 13 16 51
internal_value=0.000627037 0.000783417 0.000452767 -0.0368736 -0.0240282 -0.00203661 -0.0301186 0.000725457 -0.0368939 0.0129943 0.000952177 0.0221873 -0.0257485 0.0331205 0.000529253 0.0448532 0.000341401 0.000673982 -0.017849 -0.042911 -0.00585175 0.0193311 -0.00573266 0.0322382 -0.0314991 -0.0417423 -0.0230421 0.00118542 0.014884 0.00311572
internal_weight=148.058 147.125 145.434 1.05477 0.933166 0.697896 0.530775 144.38 0.864919 0.385366 143.515 2.80247 0.520477 2.28199 140.712 0.593843 140.118 138.67 3.72596 2.22569 1.03752 1.50027 0.944867 0.575537 1.44844 1.27448 0.939913 134.944 5.52503 4.16547
internal_count=4034 3779 3733 157 255 241 240 3576 153 94 3423 121 69 52 3302 105 3197 2837 156 74 44 82 73 45 360 351 147 2681 80 67
is_linear=0
shrinkage=0.0820348


Tree=718
num_leaves=31
num_cat=0
split_feature=1 0 1 4 1 2 3 0 2 3 1 0 0 2 2 2 4 4 2 1 4 2 4 0 0 1 0 4 1 3
split_gain=0.0847148 0.9033 0.758438 0.521252 0.521177 0.736501 0.542746 0.502621 0.495659 0.463957 0.420609 0.484778 0.41933 0.54174 0.397746 0.839877 0.850275 1.01105 0.555746 0.666802 0.49439 0.466783 1.14084 0.421327 0.495947 0.412245 0.543307 0.397092 0.382991 0.491038
threshold=66.590419433100024 90.407470010750018 65.611820673600008 38.400997490450003 64.02831883475001 -0.097799999999999984 0.098545000000000021 81.87699236280001 -0.053159999999999992 0.08729000000000002 62.55235532115001 89.168090812600013 92.313586825200005 -0.094519999999999993 -0.061874999999999999 -0.068964999999999985 38.244973486750006 35.050303764500008 -0.016334999999999999 75.077881750900005 38.748048509250005 0.048475000000000011 36.957836847500012 93.133566555000002 93.692765846100016 69.873026810350026 93.805681087600007 40.206947806850003 67.300172379550006 0.086955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 6 9 -1 -3 -6 -5 -12 13 28 15 16 17 -14 19 20 -16 22 -20 -23 -25 -18 -27 -21 -2 -30
right_child=12 8 -4 4 5 -7 -8 -9 -10 -11 11 -13 14 -15 18 -17 25 -19 21 27 -22 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.040756848061708456 0.038452889825730058 0.067091006439195106 -0.034535123224485813 -0.00019682579986315255 -0.025859855551250137 -0.093553304622840852 -0.091475781716535184 0.028184133992936171 0.0053746064859712308 0.085619263336473767 0.0029281750761595495 0.064316716806173194 0.0093258386817784596 -0.058812395530152467 0.015340214660362802 -0.093992150924779194 0.032500506904429169 -0.077384577464163398 0.058700161333490472 -0.026234090500718944 0.063401937473568593 0.060111739073933225 -0.071274968726425664 -0.066247937264680021 0.0035431607257905289 -0.095248850420760076 -0.00074473474336327929 0.023630582086313971 -0.094163635269408172 0.010853109382226693
leaf_weight=0.75563689202681317 0.95663933374453369 2.0858607245609169 3.8218524944968513 67.691234295323738 0.47639751824317522 0.91782581782899697 0.31121911108493805 7.2194989732233807 1.411239962093531 0.48971886187791824 1.9795682596741238 1.4354458209127186 1.4969622253261179 1.8530007799054136 2.6355358716100472 0.69657685257698432 2.4206585474166813 2.0761748795921449 0.59868683738750705 2.1318351633599377 2.9163418185489718 0.80203605763381247 1.6156284052894987 0.69132503047876426 13.919553898072989 0.40124995561200449 20.361817457806637 2.0041216537010769 0.46817563045624389 0.74835996585898101
leaf_count=177 12 32 42 1115 72 49 6 100 23 4 20 30 104 96 21 38 44 196 11 54 34 13 124 22 409 14 1036 88 26 22
internal_value=0.000554513 0.00212526 0.00047899 0.00212545 9.74754e-07 -0.0385962 0.000893098 0.021652 0.0421856 0.0306483 0.00119253 0.0287319 -0.00181239 -0.0268634 2.91799e-05 -0.00680739 -0.00453766 -0.0410573 0.00690039 0.0223748 0.0405865 -0.00160426 -0.0361335 0.00335642 0.000240941 0.00109085 -0.00257104 -0.00207164 0.00037846 -0.0295619
internal_weight=147.39 88.5955 85.0984 81.2765 73.3014 2.19516 1.27734 7.97514 3.4971 0.966116 71.1062 3.41501 58.7947 4.02618 54.7685 27.4534 26.7569 3.57314 27.3151 9.68783 5.55188 17.6272 2.21432 15.4129 14.6109 23.1837 20.7631 4.13596 2.17317 1.21654
internal_count=4034 1670 1615 1573 1296 131 82 277 55 76 1165 50 2364 156 2208 1432 1394 300 776 197 55 579 135 444 431 1094 1050 142 60 48
is_linear=0
shrinkage=0.0804263


Tree=719
num_leaves=31
num_cat=0
split_feature=3 3 4 3 4 1 2 2 4 1 2 4 2 1 1 0 2 4 4 1 4 0 4 3 1 1 0 4 4 3
split_gain=0.0770726 0.154623 0.20918 0.155127 0.344027 0.806233 0.175154 0.760081 0.676085 0.694887 0.607199 0.421372 0.684689 0.382672 0.424288 0.946407 0.393534 0.341969 0.971411 0.365462 0.262975 0.563657 0.304955 0.29542 0.447469 0.394642 0.283792 0.670903 0.239368 0.56628
threshold=0.4381000000000001 0.41214500000000009 41.872294782850005 0.12201500000000003 41.092444989200011 65.29995953045001 -0.0034049999999999996 0.048475000000000011 36.79544512155001 64.407391431150018 -0.026144999999999998 40.636252116050009 0.010890000000000002 60.613977009100005 62.057679025150001 89.415428960600011 0.051245000000000013 40.280372415600006 41.872294782850005 62.154463517850012 41.066313126200008 89.953120586650016 42.094663496250007 0.11334500000000002 68.20618276945001 68.910558799650019 96.531777631850005 37.445036092900004 35.419594101850009 0.094375000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 10 8 -8 11 28 -10 -13 -9 -15 -16 -17 -12 -19 -20 21 -18 -22 24 -23 -26 27 -27 29 -1
right_child=-2 2 -4 4 -6 -7 7 13 9 -11 17 12 -14 14 15 16 20 18 19 -21 22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.015900250367073453 -0.02501925576340723 0.033497717396774582 -0.0035962476406848393 0.0094239735863362924 0.004663916675759135 -0.08659203178802076 0.082004050210697468 -0.071214365568968013 0.0022212275553533606 -0.098872956746725138 0.0028429753087599913 -0.10573430091120359 0.022044329394367738 0.031730540420641287 -0.081648213700081435 0.05746886979895538 0.088161982678361575 0.083471170572725795 0.025714206365779087 -0.055648901899750837 0.041721802504857367 -0.070730028680047172 0.00055651508386486128 0.042952893245021384 0.055965316929612194 0.0068855358636886865 -0.0059137611050403462 -0.095908115769948801 -0.00020631483393310386 0.043222435348011803
leaf_weight=1.9907353654971292 0.85479381718323466 2.3941276785481014 2.0605220339784864 1.3184968028217547 3.3378463923327217 1.2325798385427331 0.32823250137880933 0.51661277026142016 1.8741661449894311 1.251025291388032 2.4035634470055802 0.86312770939548478 0.47280797818893916 3.2059670423623201 1.0241575291947835 0.90914582850928383 0.41899232193827529 2.0782617082295478 1.1598134529740489 0.61559306972776529 1.9386506065347919 1.0021274510072506 4.0484315499234071 0.64189897448523048 0.60641309246420849 0.92380343878176041 5.4744315364296199 0.92625483870506287 97.375443095032097 2.8980745384324109
leaf_count=189 31 29 27 15 28 29 9 105 16 123 33 18 41 35 44 11 7 52 38 22 37 31 133 11 5 14 223 27 2591 60
internal_value=0.000533873 0.00068421 0.0163397 0.000189028 -0.0133706 -0.0369672 0.000780753 -0.00545036 -0.0362163 -0.0449145 0.0022981 -0.023886 -0.0605115 0.00135972 0.00313492 -0.00198259 0.00284804 0.0281074 0.0438651 -0.00249712 -0.000259291 -0.00873338 0.0138861 -0.0129735 -0.0169921 -0.010202 -0.0156801 -0.0445794 0.000718909 0.0191475
internal_weight=146.146 145.291 4.45465 140.837 5.88892 2.55108 134.948 26.4262 4.78936 4.46113 108.521 3.2101 1.33594 21.6369 21.1203 17.9143 16.8901 6.25723 3.85367 1.77541 15.981 9.99392 5.98708 9.57493 8.93303 7.9309 7.32449 1.85006 102.264 4.88881
internal_count=4034 4003 56 3947 72 44 3875 890 207 198 2985 75 59 683 578 543 499 145 112 60 488 318 170 311 300 269 264 41 2840 249
is_linear=0
shrinkage=0.085349


Tree=720
num_leaves=31
num_cat=0
split_feature=2 2 4 4 3 3 1 2 4 4 1 3 0 3 3 2 3 4 2 1 1 0 0 2 2 4 1 4 2 0
split_gain=0.0778944 0.829191 0.393412 0.757896 0.587616 0.431091 0.378826 0.304183 0.360118 0.792179 0.335352 0.299232 0.307923 0.271092 0.317708 0.221713 0.503293 0.198834 0.192109 0.241078 0.18683 0.409636 0.441343 0.301723 0.290872 0.721398 0.264895 0.37465 0.257242 0.762984
threshold=-0.50001499999999999 -0.58287999999999995 39.792680591700012 40.098777110850008 0.096010000000000026 0.092465000000000033 78.285212300550015 -0.24468499999999999 39.337369931850013 35.782584506850007 81.479100559500012 -0.097689999999999985 104.91170162450001 0.085035000000000013 0.083950000000000011 -0.23401999999999998 -0.55648999999999993 42.402981339000007 -0.24255499999999999 62.272755675600003 75.408562100950022 97.878695155250014 97.521130223850008 0.15607500000000005 -0.094519999999999993 41.942745071500006 75.634392583900009 39.256147742250008 -0.08786999999999999 101.10215645365001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -1 8 9 -2 15 -12 -13 14 -3 16 -9 -14 -18 -20 -17 22 23 26 25 -23 -22 -28 -26 -30
right_child=7 13 3 4 -6 -7 -8 10 -10 -11 11 12 17 -15 -16 20 18 -19 19 -21 21 24 -24 -25 28 -27 27 -29 29 -31
leaf_value=-0.066488575151369189 0.082564010454764025 -0.093846131080899758 0.096096585377438315 -0.00022883724429709359 0.039677880304711831 -0.087167730659617026 0.033198359993628829 0.063766806668988429 0.070911920533151554 -0.037991418266070325 0.054006203466428968 -0.09605352401457988 -0.091015164327281822 -0.091481995812794675 0.095738238608207113 -4.60162700127269e-05 -0.11124708871895253 0.039347769422059357 -0.084023559408124893 0.02583826350820382 0.035756256126673637 -0.10405472023101597 0.080902416595864057 0.074129538430483727 0.037947808676598915 0.048709832514690965 0.0081377899043485122 -0.10459811443453172 -0.048917992176249918 0.014165923005991704
leaf_weight=0.99521277964595334 0.70299355873248659 0.13677218698876359 0.85120621556416143 1.2878136981744326 1.7670107214507877 0.73487861574176339 0.45601804738726059 0.32715129865391634 1.0944624077164915 1.2286145024118011 0.21935952988224028 0.7605086564644794 0.13952041264383297 1.1151732956350313 0.15434466302394867 115.92816885780121 0.43210432816704258 0.30755700877602976 0.35669949634393461 0.30308108367898967 0.8149474263191222 0.63371733612439018 1.2430809661746023 0.53767060616519291 1.8206396674504493 0.42275814860249739 0.65972735546529271 0.38175875366141554 1.9976905121293365 7.3949967305088649
leaf_count=40 24 78 9 75 37 19 58 20 40 41 88 173 301 87 1 2150 28 238 56 39 4 40 9 9 17 47 8 91 82 125
internal_value=0.000514566 -0.00847531 0.00599553 0.0188663 0.0015196 -0.0318152 -0.0351641 0.00100408 0.029403 0.00588378 0.000366003 -0.043309 -0.0609864 -0.0711639 0.00666793 0.000833695 -0.0347764 -0.00133487 -0.064302 -0.0335567 0.00121699 0.0104216 0.0371173 0.0143829 0.00250814 -0.0429246 -0.00292122 -0.0331858 0.00678864 0.000748875
internal_weight=145.206 7.49843 6.09214 4.64091 3.7897 2.02269 1.45123 137.707 3.02607 1.93161 134.681 1.42695 1.20759 1.40629 0.291117 133.254 1.41904 0.447077 1.09188 0.659781 131.835 15.907 3.63719 2.3941 12.2698 1.05648 1.85643 1.04149 11.2133 9.39269
internal_count=4034 404 238 140 131 94 98 3630 105 65 3525 800 712 166 79 2725 143 539 123 95 2582 432 121 112 311 87 103 99 224 207
is_linear=0
shrinkage=0.0905731


Tree=721
num_leaves=31
num_cat=0
split_feature=0 0 0 1 3 3 3 4 1 1 2 2 2 0 4 0 0 3 2 2 0 2 4 2 2 3 3 2 4 3
split_gain=0.356476 0.994115 0.717202 0.834656 1.13808 0.965236 0.711737 0.701988 0.672128 0.56085 0.594372 0.680092 0.529696 1.51523 0.936964 0.480212 0.703393 1.00983 0.815101 1.5803 1.65163 1.43234 1.11628 1.01215 0.990986 1.41731 1.86595 1.10857 0.964692 1.69491
threshold=93.953546284800012 93.805681087600007 96.163458868000006 71.096275259700022 0.10335500000000002 0.08376500000000002 -0.10747999999999999 43.631818398850008 83.740093847200015 69.999384342500022 -0.055334999999999995 0.15607500000000005 -0.117885 94.625660817400004 36.010074051050005 85.995710218650018 86.135510041400025 0.080135000000000026 -0.083424999999999985 -0.070909999999999987 86.756543869550015 -0.058374999999999996 40.563919884450009 -0.087234999999999993 -0.044409999999999998 0.096315000000000026 0.087555000000000022 -0.018034999999999999 36.620308449100001 0.098105000000000026
decision_type=2 2 2 2 2 2 2 2 2 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 12 7 -4 -5 -8 15 -11 -12 -2 14 -14 -1 -17 -18 23 20 -20 -21 -22 28 -23 26 27 -26 -19 -30
right_child=2 -3 6 5 -6 -7 8 -9 -10 10 11 -13 13 -15 -16 16 17 18 19 21 22 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=1.6143721497663593e-05 0.00080406669818561228 0.0014129328561538544 -0.0020500519885659663 -0.0010776922527869798 0.0017931529417136178 -0.0021342260470407896 0.00020722241291500038 0.001239705281248856 -0.0014617323480487225 -0.0022755952890909916 0.0015730810613422501 -0.002227457175222033 0.00012403331366037364 0.00042046566515503567 -0.002340177628580836 0.00081120265755765266 0.00065592442896394662 0.0012404663668461118 8.5092446896483989e-05 0.0015319698261612321 -0.00010220951146119472 -0.0010645090867700119 -0.0021064952241629355 0.0014552140494240033 0.001609758006682294 0.00062843122155143121 -0.0014095648348623985 -0.00050746554971018494 0.00033743853874651188 -0.0010199357022017848
leaf_weight=37.224999887766899 1.2982310410588969 2.6042019476299165 0.56175134510294711 1.3577389026759186 1.1317976412829009 1.9099154252689912 42.889427490088565 0.79789803933817882 0.94824312819582601 0.72687988850520924 0.49661728685896267 0.28486026520840824 0.84681473672389929 2.86774658318609 1.9810740271350367 8.6898385332897288 16.570664570084773 3.2155949324369493 4.6966566331684572 2.6602432243525973 1.5088541582226751 2.8757600188255337 3.6594132706522942 2.8676217496395102 1.8345127254724505 10.892233945429323 3.9628776432946324 1.9737804213073165 20.02448186790571 4.2954462878406039
leaf_count=1023 21 29 195 34 14 133 778 119 666 42 41 11 7 47 61 58 215 23 24 17 12 25 55 15 9 82 50 40 151 37
internal_value=0.000157408 0.000213564 2.73509e-05 -0.000393902 -3.09996e-05 -0.00111922 0.000143019 -0.000219919 0.000171122 0.00018925 -0.000999351 0.000187728 -0.000326197 -0.000583823 -0.00160227 0.000203372 0.000281046 0.000224197 0.000113226 -9.50667e-05 -0.000756529 0.00017458 -0.00152135 0.000346602 6.93203e-06 0.000172026 -0.000467682 0.000512433 0.000231148 9.76957e-05
internal_weight=187.656 131.066 56.5906 12.1912 8.12566 4.06555 44.3994 2.15564 43.8377 128.461 1.50836 0.781478 6.99387 5.69564 2.82789 126.953 89.728 81.0381 64.4675 34.0643 9.86492 24.1994 5.16827 30.4031 21.5392 18.6634 7.77117 3.80829 27.5355 24.3199
internal_count=4034 1959 2075 436 150 286 1639 153 1444 1930 94 52 136 115 68 1836 813 755 540 314 91 223 67 226 206 181 99 49 211 188
is_linear=0
shrinkage=0.00196078


Tree=722
num_leaves=31
num_cat=0
split_feature=2 2 0 3 2 2 1 2 0 2 4 4 1 3 0 0 3 3 2 2 0 3 3 4 2 3 0 0 1 4
split_gain=0.0958969 0.162357 0.128265 0.343874 0.0983424 0.628328 0.303457 0.302046 0.265749 0.257611 0.311035 0.68645 0.298023 0.262866 0.288655 0.231498 0.229871 0.246148 0.296048 0.190544 0.456674 0.193768 0.297751 0.177095 0.170161 0.966305 0.499752 0.346707 0.300362 0.272559
threshold=-0.69416999999999995 -0.63113999999999992 86.256490657300006 0.097450000000000023 -0.58559499999999998 -0.50001499999999999 78.285212300550015 -0.59681499999999998 101.18549865570002 -0.24468499999999999 39.337369931850013 35.782584506850007 81.479100559500012 -0.097689999999999985 104.91170162450001 102.11570516885001 0.096315000000000026 0.095170000000000018 -0.51146999999999998 -0.23401999999999998 82.250688042950017 -0.54466499999999995 -0.18112999999999999 42.402981339000007 -0.16276499999999997 0.076130000000000017 71.332859575200004 71.249517373150013 55.887667615750004 43.047778594550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 16 7 -3 -8 10 11 -7 19 -14 -15 -10 17 18 -6 20 21 -11 -23 -16 25 26 27 28 -21 -27
right_child=1 4 3 -5 5 9 8 -9 15 12 -12 -13 13 14 23 -17 -18 -19 -20 24 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.048357914335701524 0.00022972931674666481 -0.024312775693691006 -0.11423099527800842 0.0055602355860423173 -0.095425258478520639 0.07717811819514489 0.089679585961775249 0.029658119342475232 0.088426014351709215 0.080607745788010457 0.064587626740550241 -0.03309006153291618 0.047883842724729828 -0.091851599229904338 -0.087443775038172494 -0.088709116861362278 -0.1076795255967538 0.020037569747439647 0.023953646247572829 -0.098685328691918692 -0.074039375270656502 -0.098452376534160987 0.080411973113447638 0.034600030248775504 0.00060996389941784667 0.080945213984101497 -0.089810872130026476 0.056810057579485977 0.010874087425215027 0.02136327946325579
leaf_weight=0.31757515299250272 0.58830385375767835 1.6321164838664119 0.3639560909859938 0.36249952390789986 0.56973563849669506 0.65722177129282444 0.62510106246918429 1.5156723298132408 0.092175938189029694 0.27539453598728869 1.0465016308080519 1.2260409142909336 0.2150499258536912 0.69621853756143404 0.12775687669545732 0.14214220190660853 0.43229503584007023 0.42086210615525488 0.21755300212498596 0.31837212684331351 0.79566252792574232 0.16404430367765599 0.12373960480908752 0.30579141775137941 127.7071493596336 1.3626134066144007 0.64423041609552445 0.54683525487780571 0.46904033062673989 1.0155340526544021
leaf_count=18 4 40 34 8 122 24 9 26 2 19 40 41 88 173 301 82 34 11 14 18 69 35 20 238 2337 20 139 7 32 29
internal_value=0.000571809 0.000466903 -0.029986 -0.0544555 0.000746216 0.000359525 0.0141922 0.00167442 0.0600408 0.000997606 0.0265361 0.00539137 0.000442415 -0.0403345 -0.0571268 -0.0190278 -0.0532003 -0.0337068 -0.0624371 0.000853421 -0.0315797 0.0284076 -0.0215454 -0.00136352 0.00118713 0.0181059 -0.0268446 0.00355816 -0.0334237 0.0555021
internal_weight=144.977 144.66 1.31476 0.726456 143.345 139.338 4.00721 3.14779 0.859419 137.697 2.92976 1.88326 134.767 1.34482 1.12977 0.234318 1.64045 1.20815 0.787289 133.423 1.35884 0.563178 0.287784 0.433548 132.064 4.35663 1.97848 1.33425 0.787412 2.37815
internal_count=4034 4016 46 42 3970 3811 159 66 93 3630 105 65 3525 800 712 84 181 147 136 2725 143 74 55 539 2582 245 196 57 50 49
is_linear=0
shrinkage=0.087056


Tree=723
num_leaves=31
num_cat=0
split_feature=2 1 2 4 2 1 4 2 3 3 0 2 2 0 4 3 0 0 1 1 1 1 2 2 1 2 0 1 2 1
split_gain=0.0827804 0.475103 0.445792 0.566344 2.24773 0.463552 0.385246 0.352211 0.471101 0.714107 0.371629 0.370732 0.455844 0.678019 0.873624 0.439272 0.363345 0.356994 0.497901 0.416782 0.354212 0.470784 1.01986 0.91245 0.422065 0.474807 0.453076 0.452126 0.62811 0.597778
threshold=-0.06483499999999999 60.613977009100005 -0.059754999999999996 41.218101594450012 -0.033799999999999997 61.778079379550007 40.750688432250008 -0.075639999999999999 -0.14860999999999999 0.089305000000000023 93.953546284800012 -0.079634999999999997 -0.083424999999999985 86.89903215050002 36.957836847500012 0.085335000000000022 102.21786657775002 86.83719761350001 70.776348742200014 62.111448187750007 78.285212300550015 69.873026810350026 -0.08786999999999999 -0.088224999999999984 68.34060567600001 -0.087234999999999993 91.453280223500016 66.351146659450009 -0.11963999999999998 65.020359884900017
decision_type=2 2 2 2 2 2 2 2 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 6 -3 5 -5 -4 -2 11 -9 10 -10 12 16 -14 -15 -16 20 19 -19 -13 21 24 23 -23 25 26 27 29 -29 -1
right_child=1 2 3 4 -6 -7 -8 8 9 -11 -12 17 13 14 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0026949004295574448 -0.10139547355687843 0.043568119795525592 0.073299937037810653 -0.11128148030146356 -0.00023679346851434292 0.0071786302393959424 0.011007139298586988 0.024984109194176995 -0.11608253377558063 -0.012383016951651163 -0.032758553653299653 0.0075801234061138268 0.00012629388497097867 0.038434033819701327 -0.018263574934374485 -0.1002835410473447 -0.062488166271711693 -0.034169981574215101 0.031480395997118715 0.089637847177420224 0.034113852187205508 -0.012281046412516646 -0.10265972074863022 0.096732835470008535 0.041331339033172779 0.031967469489547505 -0.059224557019283128 -0.0008345597400250173 0.082601602877742805 -0.036158165460622081
leaf_weight=33.396441098455391 0.61195394711103179 2.1874414619815061 0.85576984100043674 1.5953920275533189 14.504086041665685 36.213074537895409 0.39601567491990863 1.6995220873832293 0.91234181681647697 6.0653438875797292 0.78536975428141886 0.88158896425738831 4.7622958974679923 0.65521657132831057 0.7227221680195729 1.7901775652571812 0.69207957075434379 1.4663008593488487 2.404780780108922 1.0933272996917365 2.6293100662442148 12.535157956444889 0.94193903388804656 0.63612410426139732 2.4039854366856153 4.0934378597885432 0.98579402311588538 1.6329775666818025 1.260612143203615 3.4444298838207024
leaf_count=762 27 38 11 42 484 678 141 13 13 78 30 10 61 10 18 95 552 25 37 68 120 469 40 4 39 42 33 28 17 49
internal_value=0.00052537 0.00318163 0.00428174 0.00266542 -0.0112409 0.0087051 -0.0572342 -0.00117806 -0.0173611 -0.0266315 -0.0775364 0.000774456 -0.000958169 -0.0210507 -0.0528839 -0.0766942 0.00150643 0.0222864 0.00661313 0.0530078 0.00219888 0.000830661 -0.0133995 -0.00701608 0.00508401 0.00313956 0.000241609 0.00171694 0.035515 -0.000937659
internal_weight=144.255 56.3637 55.3558 53.1683 16.0995 37.0688 1.00797 87.8913 9.46258 7.76306 1.69771 78.4287 72.5827 7.93041 3.16812 2.5129 64.6523 5.846 3.87108 1.97492 63.9602 61.3309 14.1132 13.1713 47.2177 44.8137 40.7203 39.7345 2.89359 36.8409
internal_count=4034 1421 1253 1215 526 689 168 2613 134 121 43 2479 2339 184 123 113 2155 140 62 78 1603 1483 513 473 970 931 889 856 45 811
is_linear=0
shrinkage=0.0887971


Tree=724
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 2 0 0 4 4 0 4 3 3 0 0 3 1 2 4 2 2 0 0 0 0 4 4 3 4
split_gain=0.373271 1.23422 1.36607 0.603054 1.11159 1.8662 1.46322 0.903033 0.670502 0.887558 0.880087 0.81783 0.717825 1.47138 0.778424 0.668874 0.969084 0.649857 0.65665 1.74611 1.48912 0.930125 0.902044 0.70875 0.637548 0.622613 0.614228 1.08114 0.601896 0.666368
threshold=66.590419433100024 90.297243227400017 89.953120586650016 38.400997490450003 63.353515844050008 -0.097799999999999984 88.606203063300015 85.995710218650018 41.942745071500006 41.385032804600009 85.812895065800021 42.434124620650003 0.12746000000000005 0.10433500000000002 85.925810307250018 86.135510041400025 0.072205000000000033 62.391047833300007 -0.06828999999999999 42.67709657435001 -0.085584999999999994 -0.087234999999999993 86.692020874450009 86.565663342300013 86.329079026800017 81.87699236280001 42.719328117250008 43.572676689450006 0.09914000000000002 40.340071172300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 25 7 6 -6 8 9 12 11 -10 13 14 28 -9 -17 18 19 20 -18 -21 -22 24 -20 -1 -13 -28 29 -5
right_child=-2 -3 -4 4 5 -7 -8 15 10 -11 -12 26 -14 -15 -16 16 17 -19 23 21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00084907324656707437 3.1680749548389564e-05 0.001060710592871443 -0.001798204900245676 -0.0010439596699404656 0.0010082463268012141 -0.0023988020418758225 -0.0019904430772394615 0.0008521067318011591 -0.0021700985921563267 0.00068424116206730297 -0.0021433877830902602 0.00088689994797556395 0.00071331072224732053 -0.0019241592160187556 -0.0015086343873290946 0.00092529973751463484 -9.3895701114813282e-05 0.00080771198579842555 -0.00087387509504377372 -0.00023662800268842209 -0.00071375383742953915 0.0010570389637454898 -0.0023365011822574591 0.00078793794044965636 0.00045369478429925411 0.0007441064326286816 -0.0020942018100075076 3.3622494264547535e-05 0.001341180594555066 0.00034877114024288127
leaf_weight=1.033637247783189 73.118740346305913 6.2205431843176475 1.3496441468596447 1.9325157828861899 2.1654504636535425 1.7503761583939184 0.87978994101285923 8.0441579688340408 0.81277412472991084 6.7627426349936277 1.1437954800203431 1.827904933816171 2.7196805179119101 2.0158987077884367 1.2336018122732637 6.8677728325128546 9.8386529609560913 4.834103984758257 2.4829081222414988 3.5511918067932129 3.2553703654557493 5.364735145121811 2.2118171155452728 7.5621318183839321 3.161866744980216 10.764404613408258 1.1723842399151179 4.2320211964251939 1.3813887964934108 4.1726970609743148
leaf_count=177 2364 64 20 34 83 57 12 58 50 67 38 39 11 23 13 42 53 37 24 27 25 78 38 54 22 111 121 180 10 102
internal_value=0.000140409 0.000212196 0.000161698 0.000187336 0.000133471 -0.00078544 0.000141905 0.000184368 -9.48485e-05 0.00010475 -0.000534031 -0.000305224 -0.000186496 -0.000414436 -6.54244e-05 0.000327981 0.000242166 0.000131155 4.37747e-05 -0.000148 -0.000549807 0.000541775 -0.00137026 0.000395495 -0.00013025 0.000604527 -9.56471e-05 -0.000427969 0.00017238 -9.20774e-05
internal_weight=183.865 110.746 104.525 103.176 91.3777 4.79562 3.04524 86.5821 29.4074 20.2185 9.18888 8.04508 13.4558 10.7361 8.7202 57.1747 49.1306 42.2628 37.4287 24.2218 15.3058 8.91593 5.46719 13.2069 5.64477 11.798 7.23231 5.40441 7.4866 6.10521
internal_count=4034 1670 1606 1586 1298 152 95 1146 688 260 428 390 193 182 159 458 400 358 321 221 116 105 63 100 46 288 340 301 146 136
is_linear=0
shrinkage=0.00196078


Tree=725
num_leaves=31
num_cat=0
split_feature=0 0 1 4 4 3 4 0 4 4 0 4 3 0 1 2 2 2 1 0 2 1 3 3 3 0 0 1 2 2
split_gain=0.0785992 0.340685 0.262147 0.376638 0.203944 0.182635 0.165908 0.149725 0.721665 0.71947 0.342325 0.903154 0.752761 0.499467 0.289826 0.245191 0.231825 0.908124 1.27139 0.691072 0.557056 0.751464 0.425067 0.625852 0.713873 0.837348 0.415982 0.382212 0.381115 0.684515
threshold=85.667718326750006 85.624702996650015 62.052302108850007 44.756878345700009 34.466665687600006 0.11243000000000002 33.151194885250007 85.812895065800021 41.385032804600009 42.006870117350005 85.995710218650018 40.636252116050009 0.10932000000000001 86.135510041400025 62.079186690200011 -0.048954999999999992 -0.06828999999999999 -0.058374999999999996 70.171445662850019 86.329079026800017 -0.075639999999999999 65.536543845950021 0.12535000000000004 0.11379500000000002 0.10433500000000002 90.297243227400017 86.256490657300006 70.897329358050015 -0.016334999999999999 -0.026144999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1 8 -2 -10 11 -9 15 -12 -11 -13 20 18 -18 -19 22 -22 23 24 26 -26 -15 -20 29 -21
right_child=7 -3 3 -5 5 -7 -8 10 9 14 13 12 -14 16 -16 -17 17 19 27 28 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.027152255930745117 -0.014654074578567915 -0.097381742321214659 -0.09090769386313606 0.061950298011327308 0.00015725348074423559 -0.047020359613353539 0.086385645310184514 0.010723472096565689 0.057120239848671338 -0.054058251531338579 0.025292824311121852 -0.10569949223312525 0.0066786087530945311 0.046775304963746739 0.018526915102993102 -0.047398535388654267 0.082793249297987939 -0.041851680628001542 0.037972967940668755 0.0071436656243870078 -0.082236790501815454 -0.0074044226252789327 -0.044022185582702981 0.051660009822223824 -0.12594440567893941 -0.015048931384973699 -0.00050932369552885879 -0.095257384798255212 -0.0024012133808739215 0.056826085500829897
leaf_weight=0.13525501908588466 4.2617792394012195 0.30383851396618489 0.53186037451814705 0.15859205040032975 8.9137709939150191 0.66852355911396522 0.34980064854607917 3.854334168136119 3.3875249791890383 0.7225048905238507 6.3241199487820259 1.2615604335442188 1.135042844340205 1.4506325442343868 0.98566208779811859 0.96480609290301833 2.2882560864090915 2.612732361070818 0.24839137494564045 13.956560474358414 1.536389498040079 3.0084788949679933 1.6933035875226767 1.7389120355828698 0.71963410824537222 1.8239138317121613 50.393107855055177 0.47576166321960045 25.311104100230295 2.474332278390647
leaf_count=69 27 16 109 55 550 27 16 27 20 25 58 39 7 12 31 12 25 32 3 202 22 60 51 30 6 58 1598 52 744 51
internal_value=0.000577323 -0.0064729 -0.00390531 -0.0557973 -0.000346389 -0.00313417 0.0547262 0.00116533 0.0117818 0.0338914 0.000359443 -0.0180389 -0.0510191 0.00150336 -0.0121745 -0.0804345 0.00013231 0.00472369 0.0509773 0.00158231 -0.00335494 -0.0327015 -0.00104818 0.000248329 -0.00139544 -0.0464241 0.000813741 -0.0495581 0.00430095 0.0146254
internal_weight=143.69 11.0616 10.7578 0.690452 10.0674 9.58229 0.485056 132.629 9.35747 5.09569 123.271 7.21574 3.36141 116.056 1.70817 2.22637 109.732 47.3671 3.01241 44.3547 62.3644 4.54487 57.8195 56.1262 54.3873 2.54355 51.8437 0.724153 41.742 16.4309
internal_count=4034 842 826 164 662 577 85 3192 103 76 3089 85 58 3004 56 51 2946 1109 80 1029 1837 82 1755 1704 1674 64 1610 55 997 253
is_linear=0
shrinkage=0.087056


Tree=726
num_leaves=31
num_cat=0
split_feature=3 3 0 0 2 3 4 4 2 2 2 3 4 4 3 2 0 1 2 3 3 1 0 1 1 4 2 2 0 4
split_gain=0.0762792 0.691158 1.33688 0.325157 0.298785 0.338165 0.295512 0.3895 0.471743 1.517 0.943474 0.554572 0.293504 0.699063 0.621059 0.430831 0.73991 0.447913 0.381154 0.395905 0.372091 0.934122 0.627478 0.709355 1.59221 0.588456 0.54682 0.583267 0.436637 0.431415
threshold=0.08833000000000002 0.08883000000000002 87.278104746850019 91.066142252700018 0.27538000000000007 -0.12244000000000001 43.752965619700007 42.047301293400004 -0.087234999999999993 -0.13953999999999997 -0.084794999999999995 0.094375000000000028 39.792680591700012 40.00488309970001 0.087475000000000011 -0.056724999999999998 93.805681087600007 83.468559576050012 -0.23783499999999999 0.088075000000000028 1.0000000180025095e-35 66.590419433100024 86.565663342300013 62.095317438950012 62.041548276350007 43.047778594550003 -0.018034999999999999 -0.046635000000000003 86.256490657300006 40.413896136950008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 12 -6 7 -3 9 11 -10 -9 14 -14 15 16 -1 -18 19 -15 21 26 25 24 -24 -22 27 -20 -27 -25
right_child=1 6 3 -5 5 -7 -8 8 10 -11 -12 -13 13 18 -16 -17 17 -19 20 -21 22 -23 23 29 -26 28 -28 -29 -30 -31
leaf_value=-0.0017635217874346384 -0.095306369033751059 0.0026195845494395549 0.0981806321796031 -0.0021450135676463269 0.072635489858779531 -0.10320499457217276 0.038591378013781687 0.070182737022087646 0.094449244569636756 -0.10818419703857653 -0.013594380514239036 -0.03304489302021802 0.063106525900016835 -0.075626771235039039 -0.07690411402556134 0.010823409905564562 -0.091901292533193707 0.064320229523216088 0.0039817927359597233 0.083749213764777272 0.050317018065260434 -0.092482297004990999 0.037898117342125587 0.08162178324982243 -0.12673618401896986 0.032734040834492904 0.086605055447400034 -0.068525204386050781 -0.049886971237638272 0.0064871378198175528
leaf_weight=4.6052288902646987 1.908107400638982 62.728193563742025 0.38237284496426571 1.1483794278683488 0.12417987294611521 0.44560463813104334 1.7667775223380875 0.85720655064506024 0.78807252645492454 1.7233317481222901 8.0346985535797995 1.0026977457746395 1.9276367261263647 0.89041282130437938 1.059567401127423 9.0720262513532361 1.4943964119520385 0.18291932512011033 7.5263210039120141 0.16387444629799575 5.766656537743982 1.068126703830784 0.99346903711557688 0.70106828375719743 1.0982845909893511 1.2040752939064989 0.61274921242693281 1.1335326419939526 1.0751647809520362 21.174626544692956
leaf_count=205 22 1048 6 84 26 69 83 11 5 76 167 32 19 266 28 151 111 103 177 3 88 114 19 34 27 73 112 21 9 845
internal_value=0.00056889 -0.00135022 -0.0426817 0.0229157 0.00304291 -0.064882 0.000498044 -0.000397719 -0.015654 -0.0444878 -0.00394365 0.0145314 0.00366967 0.00757876 -0.00712726 -0.00231219 -0.0212801 -0.0748646 0.00511294 -0.050854 0.00650608 -0.00903446 0.0115259 0.00388207 -0.0485439 0.0342956 0.000578033 -0.00550902 -0.00624 0.00889504
internal_weight=142.66 80.3398 3.43886 1.53075 62.3199 0.569785 76.901 75.1342 12.406 3.58324 8.82277 1.8599 61.7501 45.336 16.4141 15.3546 6.28254 1.67732 43.4084 1.05429 42.3541 10.3407 32.0133 23.9674 2.09175 8.0459 9.2726 8.65985 2.27924 21.8757
internal_count=4034 1534 112 90 2500 95 1422 1339 291 119 172 43 2405 1807 598 570 419 214 1788 269 1519 424 1095 925 46 170 310 198 82 879
is_linear=0
shrinkage=0.0942322


Tree=727
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 3 0 2 2 4 4 3 3 4 1 0 3 0 0 1 4 4 3 0 2 0 2 3 1 2
split_gain=0.0784091 0.343184 0.465629 0.341197 0.288731 0.646501 0.217396 0.160516 0.559276 0.345286 1.1472 0.610747 0.558055 0.420789 0.469069 0.672504 0.773576 0.656157 0.732323 0.38347 0.784403 0.443077 0.590799 0.28721 0.258251 0.257285 0.629012 0.495166 0.326598 0.770765
threshold=85.705356740550016 0.10184000000000003 0.095750000000000016 85.764502819450016 61.982402197500001 -0.16320999999999999 85.242941942100018 -0.117885 -0.122095 40.241071441700008 40.098777110850008 0.08376500000000002 0.080515000000000017 39.952536079750011 83.116371560950014 87.638358136350021 0.11278000000000003 91.394134144600017 96.741477366050006 75.499969677400017 41.827117825850003 41.243661560350013 0.093905000000000016 89.813320763900023 -0.11103999999999999 85.963448721100022 -0.086139999999999994 0.096315000000000026 62.025417527550012 -0.071864999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -6 -3 8 9 10 13 12 -11 14 15 -5 17 -17 -19 21 -21 -13 -23 -24 -9 26 -26 -28 29 -27
right_child=3 6 -4 7 5 -7 -8 24 -10 11 -12 19 -14 -15 -16 16 -18 18 -20 20 -22 22 23 -25 25 28 27 -29 -30 -31
leaf_value=-6.496864106922912e-05 0.033552581833762557 0.0021868855493777919 -0.074115355453315102 0.035579653889919016 0.017066963285949983 -0.086177074823164182 0.045580026046956296 -0.026010614739778941 0.04791750647723457 -0.0065477116563964965 -0.1282634182709784 0.048986911361821928 -0.10353732233573529 0.045468935688965435 0.053556320042408387 -0.10343295708541982 0.060216853190804887 0.027313232062725457 -0.075104192329224287 -0.072024331202746983 0.051167517102284892 0.032921124286779332 -0.059888113500517481 0.0058386897865451686 0.016946700932149929 -0.0059884533908723244 -0.0097012366452247784 -0.062591044940761287 -0.0013154584870481662 0.032369937807866178
leaf_weight=6.3990187440394912 2.4148188545368603 3.1263655720977104 0.92021974860108535 1.2021590657532275 0.84508978160738468 1.0078483311554007 1.2150680357008239 3.039927017084664 2.2772225535591124 3.1313370632092297 0.59735218102287024 4.0517523437738401 0.52497388417600621 1.1537749567069111 0.7230667464699535 1.2722531083854853 0.51786970731336612 1.0494405401987026 1.0671808259849056 0.90871394361602031 0.68851330109282571 3.4382910159183666 0.98995733819901977 1.0261422301409764 3.0582098010927439 8.2615634277462942 3.1348335207439941 2.3451399537734687 73.428517591019954 7.6428209887817493
leaf_count=493 30 61 39 10 27 239 23 51 24 439 11 33 86 9 130 22 16 27 90 47 39 44 13 29 30 68 33 30 1768 73
internal_value=0.000473297 -0.00583328 -0.0153779 0.0011394 -0.00882773 -0.0390894 0.0143316 0.000515869 0.00681829 0.00262937 -0.0124692 0.0103866 -0.0204735 -0.00256758 -0.0120709 -0.0213592 -0.0388801 -0.0540236 -0.0243247 0.0205487 -0.0189203 0.0271803 0.0109814 -0.0264349 -0.00102178 -0.000245614 -0.0146834 -0.0323353 0.00113431 0.0124446
internal_weight=141.459 13.5136 9.17218 127.946 8.25196 1.85294 4.34143 125.531 24.62 22.3428 7.5831 14.7597 3.65631 6.98574 5.83197 5.1089 3.90674 3.38887 2.11662 11.1034 1.59723 9.50614 5.45439 2.0161 100.911 97.8711 8.53818 5.47997 89.3329 15.9044
internal_count=4034 882 798 3152 759 266 84 3122 1069 1045 315 730 525 304 295 165 155 139 117 205 86 119 86 42 2053 2002 93 63 1909 141
is_linear=0
shrinkage=0.087056


Tree=728
num_leaves=31
num_cat=0
split_feature=3 3 3 1 1 3 2 2 4 1 4 3 3 0 3 4 1 3 2 0 3 3 2 4 4 0 4 2 1 1
split_gain=0.0810805 0.199411 0.389197 0.366554 0.856606 0.175102 0.633057 0.533452 0.733079 0.623724 0.483093 0.308039 0.405642 0.243812 0.234317 0.64889 0.694623 0.513646 0.474071 0.385067 0.303096 0.365021 0.282946 0.468143 0.505556 0.680537 0.641666 0.852212 0.459599 0.356931
threshold=0.21629500000000004 0.11531000000000002 0.11278000000000003 65.687097501250022 61.966271448700006 0.10433500000000002 -1.0000000180025095e-35 -0.073609999999999995 41.436838994450007 62.068432857650002 35.050303764500008 0.10335500000000002 0.10249000000000003 87.350693116400024 0.096515000000000031 42.066503896600004 70.206395618550019 0.096010000000000026 -0.116995 85.995710218650018 0.099465000000000012 0.10220000000000003 0.070580000000000018 35.419594101850009 39.749124837650008 86.382848189450016 40.206947806850003 0.22598000000000004 76.830756451950009 79.95743325765001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 11 7 8 10 -9 -7 12 14 -8 17 16 18 22 -16 -20 -18 -22 -1 -24 25 -25 -26 28 -28 -30
right_child=-2 3 -4 -5 -6 6 13 9 -10 -11 -12 -13 -14 -15 15 -17 20 -19 19 -21 21 -23 23 24 26 -27 27 -29 29 -31
leaf_value=0.0021224651775314449 0.01090827893683791 0.007117939762615713 0.043946842452669777 0.015986899812294189 -0.059062354364232364 -0.0067160748465909317 -0.030678908487219447 -0.025946321637159521 0.0083732038640022925 0.041743429364681832 -0.097092545084677837 0.033881013923635836 -0.034954840207442085 -0.10278113669734863 0.0070095498005942987 -0.040680571395363734 0.0088944667981427535 -0.062566655584442216 0.013279096491627701 0.067768563449120481 -0.081822944294756866 0.006315030521376757 0.057377584379155008 0.027117660609509348 0.068213213095094927 -0.083570007099256938 -0.027415228411785366 -0.11341085821289373 0.086367135896002117 -0.0040546629034844449
leaf_weight=86.747904402172821 5.5980127532893666 3.2193756354972702 1.6342812924704038 2.4530436888362601 2.960037209209986 0.73819489742527311 0.79287724196910747 1.6255326240789134 2.4838316097157076 3.1598339598276652 1.2664203026724861 2.2503089005476786 2.4607554404210523 0.69299563166350708 3.0247160266153514 1.5894941409787851 2.2557683645354705 1.0245401793217741 1.4507229131704642 3.4652432706207037 0.83272341718838994 0.6674830527335871 0.64308665566568191 0.58449107408523593 0.78013193045626383 1.7472314176920916 2.2534692281842585 0.64506986607739225 0.63789577260831698 0.7476832129759714
leaf_count=2837 98 33 37 57 38 13 9 22 30 41 41 27 27 32 33 57 63 28 22 43 42 9 58 17 38 82 59 52 37 52
internal_value=0.000436826 2.07786e-06 0.000895187 -0.0130548 -0.0245835 0.000330369 -0.0104971 -0.00187565 -0.0238657 0.01875 -0.0638116 0.00135402 0.000697901 -0.0643066 0.00150207 0.0125531 0.0197872 -3.0376e-05 0.0346697 0.0516885 -0.0116766 -0.0426079 0.000645571 -0.0152913 -0.0216099 -0.055824 -0.00585681 -0.0193449 -0.00267041 0.0375739
internal_weight=140.433 134.835 126.203 8.63246 6.17941 124.568 10.7597 9.27381 4.48845 4.78537 2.00462 113.809 111.558 1.48587 109.098 13.2862 11.6967 95.8115 7.94068 4.91597 3.75597 1.50021 94.787 8.03906 7.39597 2.33172 5.06425 4.28412 3.63905 1.38558
internal_count=4034 3936 3808 128 71 3771 188 147 84 63 54 3583 3556 41 3529 269 212 3260 98 65 114 51 3232 395 337 99 238 200 148 89
is_linear=0
shrinkage=0.0887971


Tree=729
num_leaves=31
num_cat=0
split_feature=0 1 0 3 1 1 4 0 2 2 2 0 4 4 3 2 0 3 3 2 4 4 1 4 4 0 1 2 2 1
split_gain=0.259304 1.00824 0.9456 0.706724 0.695169 0.554247 1.0112 0.659072 0.549067 0.881729 0.876096 1.08523 0.797923 1.47889 0.542015 0.625264 0.521072 1.036 0.908015 0.79819 0.762041 0.502915 0.86718 0.912377 0.47242 0.47 0.433111 0.852644 1.89843 0.548698
threshold=91.066142252700018 67.649671936450019 90.407470010750018 0.13377000000000003 66.590419433100024 65.611820673600008 37.999598532650005 87.350693116400024 -0.061874999999999999 -0.068964999999999985 -0.016334999999999999 94.047642319350018 38.244973486750006 35.050303764500008 0.09062000000000002 -0.091639999999999985 96.163458868000006 0.076835000000000028 0.09013000000000003 0.19040000000000004 36.893814626400008 36.79544512155001 64.407391431150018 41.872294782850005 41.872294782850005 92.805574663100018 75.408562100950022 -0.096529999999999991 -0.079634999999999997 75.634392583900009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 8 -2 7 -7 -1 9 12 11 -10 13 -3 15 -8 18 -18 20 -20 -12 -9 23 -23 -4 -14 27 -27 -29 -28
right_child=1 3 24 -5 -6 6 14 21 10 -11 16 -13 25 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.00011862905514908425 7.9773488081616583e-05 0.00037195587058483001 0.00042772750606184031 -0.002039824608813798 -0.0017591662809692404 0.00012249578921554741 0.00066927933091265324 0.0013294850686753055 0.0018802472726657394 -0.002219778959360914 0.0010724134321509853 0.00041486537949159699 0.0014062001068983385 -0.0018298840373581142 -0.0030916922372737242 -0.0021767728198690776 -0.0021837180975837942 0.00037166508821509086 -0.0023390008214892819 8.755640438870024e-06 -0.00059980226221926743 0.001240198219440702 -0.00071129442123808316 0.00020250145313301839 0.0016890202695753777 0.00017931497530526767 0.0011385900427503832 -0.0021067189657767854 0.00032174657704037396 0.00012086980084023068
leaf_weight=79.438599341607187 1.2753597330301993 2.1893036016335818 2.1509257946163407 0.56661485965014335 1.8786422600387593 3.8843052581651127 0.53317528254410684 2.4751204214990166 2.3997136495891054 0.6841968362423384 1.81021033972502 8.4221021089761035 0.99812871403992431 2.3237396623917448 0.61380976656801056 0.61347839284280792 0.61182098848439537 14.044506315291072 1.3180580860935154 0.9008907708339392 2.2697746437188471 4.9278783481568089 2.2369286902248851 8.5871857628226262 2.2404088614275679 8.8411589604365854 2.446198579738847 2.2609824338869657 2.5103416237980154 9.8022180397756511
leaf_count=1398 14 98 24 59 55 30 19 25 23 36 14 170 17 192 19 38 128 318 42 11 57 68 28 54 32 269 25 98 20 653
internal_value=0.000138997 4.56314e-05 0.000197558 9.76039e-05 -0.00101557 0.000160422 -0.000425254 0.000194272 0.000116577 -6.09318e-05 0.000295645 0.000739811 -1.38493e-05 -0.000761759 -0.00163381 -0.000853405 6.62667e-05 0.000264992 -0.000396126 -0.00138581 0.000142127 0.000523944 0.000397369 0.000580868 0.00107122 0.00011182 6.18618e-05 -0.00017412 -0.000829028 0.000324124
internal_weight=175.256 67.554 107.702 64.4 3.154 103.31 5.64477 97.6657 63.8333 32.0563 31.7771 10.8218 31.3721 4.51304 1.76046 1.14665 20.9553 14.6563 6.29893 2.21895 4.07998 18.2271 15.752 13.5151 4.39133 26.859 25.8609 13.6125 4.77132 12.2484
internal_count=4034 2299 1735 2230 69 1679 106 1573 2171 1408 763 193 1372 290 76 57 570 446 124 53 71 175 150 122 56 1082 1065 387 118 678
is_linear=0
shrinkage=0.00192234


Tree=730
num_leaves=31
num_cat=0
split_feature=1 1 2 0 3 3 1 1 2 0 3 4 3 3 4 0 1 1 1 0 0 1 2 2 2 1 2 2 1 3
split_gain=0.334141 0.415017 0.28832 0.268957 0.629269 0.576483 0.738153 0.648098 0.739699 0.665907 0.610971 0.522037 0.50193 0.486434 0.440972 0.413702 0.41354 1.01328 0.707812 0.538961 1.05626 1.24059 0.526205 0.83664 0.698586 0.692245 1.6088 1.97267 0.810087 0.687508
threshold=83.468559576050012 83.740093847200015 0.20949500000000004 85.705356740550016 0.10184000000000003 0.078410000000000021 61.982402197500001 61.950140699950005 -0.018034999999999999 82.250688042950017 0.07772500000000003 41.827117825850003 0.11334500000000002 -0.15572 37.999598532650005 67.144241807950024 66.590419433100024 66.351146659450009 65.687097501250022 91.937202686950016 90.767723400200012 67.300172379550006 -0.061874999999999999 -0.068964999999999985 -0.016334999999999999 75.408562100950022 -0.096529999999999991 -0.079634999999999997 73.037342029850024 0.090735000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -10 13 -7 -6 -1 -15 -16 17 18 -5 20 21 -18 23 25 -24 26 28 -28 29 -21
right_child=1 2 -4 16 12 6 -8 -9 9 -11 -12 -13 -14 14 15 -17 19 -19 -20 22 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00027329650852203299 0.00067509839388520023 -0.0020867991260091982 0.00083603034309200758 0.00025068259677152403 0.00083115229406007613 -0.0022272358239640807 -0.0019547795482522082 0.0007813580994291818 -0.00090383346601655905 0.0019006882429322513 0.00201458593254044 -0.0002557344937254502 -0.0005062162011644515 0.00060240642781302165 0.0016881433005201817 -0.002005226821093763 0.0012305564490955577 0.0013711350469672442 -0.0008334911712697769 -0.00013235458661201032 -0.0018570803895596 -0.0017674393656581262 0.00067991167865538542 -0.0022679834887085228 7.3132524525424075e-05 0.00032853554972977789 -0.0022140624214867528 -4.8008248282997587e-05 -0.0010118880532658859 0.00087345665226941924
leaf_weight=4.0705954272125391 0.47159542585359193 0.76080125490625505 0.15643636041204445 83.649368165526539 4.0376553693786255 1.4049867192516106 1.4704865575768051 1.3571627787314353 0.7267563082277777 0.58955693349707872 0.58120681717991818 0.8164468491449951 1.4724071794189511 0.48616303742164824 0.13066845343564626 1.083059287353535 1.5406643101014195 3.0476518888026467 2.3810526281595221 5.3152367963630258 1.6276116415101567 0.80949502807197848 10.923690663184969 0.65731743040669499 21.959567782505474 12.340731729358593 3.0319185436528642 3.4626615268643954 1.9590242691738247 5.1388909530360252
leaf_count=225 14 693 64 741 37 50 162 13 43 12 8 29 47 62 12 182 13 30 27 195 68 52 120 30 370 423 124 48 77 63
internal_value=0.000138257 -0.000819739 -0.00158831 0.000145814 -7.97044e-05 -0.000319518 -0.000736542 -0.000370569 -0.000812476 0.00035227 9.84062e-05 -0.00150265 0.000473779 -9.45926e-05 -0.000975548 -0.0016076 0.000171856 0.000260037 0.000220676 5.76284e-05 -0.000642939 0.000197919 0.00010064 -7.87544e-05 0.000274702 -3.27035e-05 -0.000268478 -0.00105921 0.000145232 0.000362068
internal_weight=177.461 1.38883 0.917238 176.072 18.2272 12.7171 6.3654 4.89491 3.53775 1.31631 6.35169 2.22143 5.51006 5.77049 1.69989 1.21373 157.845 89.0781 86.0304 68.7668 3.97777 2.35016 64.789 31.9058 32.8833 31.2485 18.9077 6.49458 12.4132 10.4541
internal_count=4034 771 757 3263 882 798 309 147 134 55 489 79 84 481 256 194 2381 798 768 1583 133 65 1450 960 490 930 507 172 335 258
is_linear=0
shrinkage=0.00196078


Tree=731
num_leaves=31
num_cat=0
split_feature=0 3 1 1 1 4 1 1 1 3 2 0 0 1 3 1 1 0 1 0 3 2 1 2 2 1 3 1 0 1
split_gain=0.431594 0.697443 0.573033 1.20886 0.923896 0.750289 1.05152 0.937932 0.5681 0.55726 0.510377 0.474745 1.18683 1.08738 0.632286 0.626466 0.755469 0.5917 0.821469 0.877147 0.577459 0.526326 0.769711 0.88551 1.61922 0.623323 0.907486 1.53169 0.560991 0.559376
threshold=85.705356740550016 0.10184000000000003 66.590419433100024 66.351146659450009 65.611820673600008 38.625745710700009 64.02831883475001 62.837331883000012 83.740093847200015 0.095750000000000016 -0.068964999999999985 91.937202686950016 90.767723400200012 67.300172379550006 0.12535000000000004 68.20618276945001 68.910558799650019 93.399723909900004 69.873026810350026 93.692765846100016 -0.10747999999999999 -0.059424999999999999 75.408562100950022 -0.096529999999999991 -0.079634999999999997 73.037342029850024 0.090735000000000024 71.504920895500007 94.047642319350018 75.634392583900009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 -2 7 -7 11 -1 -8 12 13 -4 15 -13 -17 -18 -19 -20 -21 22 23 25 -25 26 27 -22 -23 -24
right_child=2 -3 8 -5 -6 6 10 -9 -10 -11 -12 14 -14 -15 -16 16 17 18 19 20 21 28 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00025281091033368356 0.00093379816350290415 0.00044456256582930893 0.0013526272668356351 0.001463204327345104 -0.00065118890812802181 0.00023143080109402635 -0.0001355770374286938 0.0012518741447855894 -0.001420193369067 -0.001650607512922465 -0.0019435146648106544 -0.0011166489910226366 -0.0018665738184760416 -0.0016266754092970357 -0.0012180960077174782 0.0011761497892016431 -0.0010494025434811176 0.001176911178515518 -0.0021648903880536951 -0.0013759251624685526 -0.0022519275675604859 0.0013659608766586995 0.0011371171752823375 -0.0021528594108914038 -3.0825129526807517e-05 -0.00096722076926732397 0.0010512385098043764 0.0006234264493529708 0.00028118275205205257 0.00011386049104880857
leaf_weight=11.104424724588172 6.5190316364169112 5.5831845333450465 1.4175205337814984 3.2769094593822947 4.1638034703209987 69.26017471589148 1.2050239257514479 3.6452708924189201 0.98822748626252988 1.2167001662310202 1.1962937703356136 1.4749198908102688 1.617896587893483 0.70535239626769897 1.33446643303614 2.7746826090733512 1.5936921051179513 2.9086155704280818 0.64553669653832813 0.95532389030994735 1.1202716212719663 1.9922444937692656 2.5513724776683366 2.4361229202477261 3.1964695304632142 1.7756919286912305 3.3503828952088952 1.9557574721984563 22.912878789000388 10.535654777522721
leaf_count=759 62 84 13 30 41 575 16 49 757 39 25 28 68 52 55 25 30 34 18 136 121 23 24 107 47 53 43 17 313 390
internal_value=0.000158142 -0.000130334 0.000190934 0.000294341 0.000249798 0.000295646 0.000240403 0.000282453 5.56701e-05 -0.000390842 -0.00103626 7.73561e-05 -0.000601461 0.000362715 0.000117336 0.000145996 0.000176675 0.000128802 0.000162133 0.000106888 0.000134672 0.000162517 -2.75351e-05 -0.000349997 -0.000948615 6.10899e-05 0.000345224 -0.00042376 0.000367958 0.000313349
internal_weight=175.414 17.9043 157.51 89.2665 85.9896 81.8258 75.3068 72.9054 68.2431 12.3211 2.40132 67.2549 3.74077 2.12287 63.5141 62.1796 60.7047 57.93 56.3363 53.4277 52.7822 51.8268 26.9217 13.8347 5.63259 8.2021 6.42641 3.07603 24.9051 13.087
internal_count=4034 882 3152 798 768 727 665 624 2354 798 41 1597 133 65 1464 1409 1381 1356 1326 1292 1274 1138 802 388 154 234 181 138 336 414
is_linear=0
shrinkage=0.00196078


Tree=732
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 3 2 2 2 4 3 4 2 3 3 2 2 2 0 2 4 4 1 2 2 3 3 3 3
split_gain=0.263652 1.283 1.22872 0.651944 1.01475 0.809158 0.655312 0.977716 0.74526 0.780586 0.681174 0.951254 1.18512 0.640858 1.07861 0.821725 0.65551 0.620436 0.5654 0.708984 0.6222 1.14912 0.54121 0.509314 0.545128 0.909399 0.485047 0.479852 0.476653 0.464181
threshold=66.590419433100024 90.297243227400017 89.953120586650016 -0.061874999999999999 -0.068964999999999985 92.313586825200005 0.083495000000000028 -0.074999999999999997 -0.11963999999999998 -0.13734499999999997 39.792680591700012 0.10157500000000001 39.522095559600011 -0.59502499999999992 0.091290000000000024 0.098105000000000026 -0.079634999999999997 0.20949500000000004 -0.016334999999999999 94.047642319350018 0.048475000000000011 36.957836847500012 42.310579034350006 80.468240302450013 -0.12546499999999997 -0.10051499999999999 0.10932000000000001 0.080515000000000017 0.09117500000000002 0.084565000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 26 7 8 9 -2 11 12 23 -12 16 22 29 -1 19 -7 21 -20 -16 24 -8 -26 -5 -11 -3 -15
right_child=3 28 -4 5 -6 18 10 -9 -10 27 13 -13 -14 14 15 -17 -18 -19 20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00016938303659680838 -0.0012174015785351713 0.0015013576749801246 -0.0016537677101261582 -0.0017017338201882227 -0.0023101764073827202 0.0015232223578463271 -0.001153458097576214 0.0015652991085042555 -0.002215409948533891 0.0017675349416992055 0.0011439378278590626 -0.0016654592984550228 -0.0022654158078587385 0.0014987182290778429 -0.0021468631289899877 3.178398118436835e-05 0.0018195854610981656 0.0013004152707402814 0.0013466785033526311 0.00039436601578308648 0.00026020915207299717 -0.0015656815953700885 -0.00018111479198895498 0.0015445046570858856 0.0010388874717296153 -0.00070634245429421964 0.0005607632210921533 -0.0021130803965259352 0.00026940969347875616 0.00014538032287217129
leaf_weight=95.749026969686383 1.7476825346161602 3.9371612761169663 1.4075140021741379 1.2461918540066097 0.80023447202984144 2.8423260524868956 1.3039028897183005 0.60594234711606887 1.477996651206922 0.69267123052850399 2.617476025880026 1.8367618483607655 0.8604716034606098 1.0917997035430769 1.5625623348169022 3.4022559049772099 1.2066404158395005 1.9017244234710222 0.71885658754763726 8.6448854090194782 18.16800095407234 1.8912709020914915 0.82162271381821472 0.90690879681278591 2.6413270523771635 2.0302557948452922 0.51480220456141967 0.14883115312841255 1.7415932193398473 9.0612969467110798
leaf_count=1547 503 50 20 78 39 23 53 12 82 56 40 101 34 15 57 66 15 39 11 174 444 124 38 79 23 38 7 58 14 194
internal_value=0.000155197 0.000217152 0.000165192 6.094e-05 -0.000127694 0.000253955 -7.63509e-05 -0.000758313 -0.00110449 -0.000470342 3.22563e-05 -0.000396849 -9.59093e-05 0.000240248 0.000102293 -0.000586765 0.000453287 0.00019141 0.000324595 0.000673683 0.000131601 -0.000763587 -0.00146944 0.000175333 -3.24679e-05 0.000280416 -0.00104032 0.0010812 0.00112354 0.00029091
internal_weight=173.58 104.737 99.0583 68.843 34.8166 34.0263 34.0164 4.67312 4.06718 2.58918 29.3433 9.57963 7.74287 19.7637 17.1462 5.78644 11.3597 97.6508 32.2653 11.4872 20.7781 2.61013 2.38419 6.88239 5.97549 4.67158 1.76099 0.841502 5.67875 10.1531
internal_count=4034 1670 1606 2364 1503 861 1464 711 699 617 753 328 227 425 385 161 224 1586 776 197 579 135 95 193 114 61 85 114 64 209
is_linear=0
shrinkage=0.00196078


Tree=733
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 4 1 1 2 3 4 4 2 3 3 4 3 3 3 1 0 1 3 4 3 4 0 1 1 4
split_gain=0.531753 0.618504 0.499084 0.471054 1.23808 0.453746 0.312878 0.578322 0.354528 0.246348 0.295773 0.41999 0.285222 0.54972 1.37012 1.14911 1.2644 0.852964 0.816065 0.794687 0.689862 1.62521 0.457985 0.42547 0.590544 1.07644 0.414505 0.479292 0.549359 0.35365
threshold=76.451683855550016 71.332859575200004 0.10507500000000002 58.167480110400007 59.632689791450012 44.952171034750002 83.468559576050012 83.740093847200015 0.20949500000000004 -0.27628999999999998 32.724174661450007 30.317390213800007 -0.037054999999999998 0.083365000000000022 0.096315000000000026 41.319407281650008 0.088435000000000027 0.10111000000000002 0.087475000000000011 63.530954080650012 96.163458868000006 63.705703859100005 0.087555000000000022 36.893814626400008 0.076835000000000028 40.098777110850008 85.995710218650018 73.037342029850024 80.677940036650014 34.654301448200009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 -5 -1 9 -8 -9 -6 11 -11 29 19 15 20 18 -16 -17 -14 21 -15 -23 -21 25 -25 -19 -28 -29 -12
right_child=3 2 -4 4 6 -7 7 8 -10 10 12 -13 13 14 17 16 -18 26 -20 23 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0020174705746948208 0.0010072502138663668 -0.0020367189782982326 0.0020206429861543895 -0.0021827109292476884 -0.00076159691368882872 0.00032221716896491814 0.00082691172988709851 -0.002081660328007379 0.00085214013386080854 0.00035001846498253523 0.0008630242110711007 -0.0022507821829316939 0.0016250296470466765 0.00032773447107397832 0.0014550708170921326 -0.0018431083030073948 -0.0023998860156830702 -0.00042608185306538637 0.00053200581897206508 0.0012576676726461407 0.00065010963249808489 -0.00048052389949662454 -0.0023564647891846165 0.00025016577766413984 0.00059946468897734845 -0.0024090004732758258 0.00063896945501950133 -0.0013663422355295592 0.00057590935245743172 0.000117721901294209
leaf_weight=0.37108131617424067 2.517987437080591 1.2094638888083862 0.12899021059274662 0.86812275665579264 1.0767705592079426 2.256819248694228 0.6229859209015548 0.87442065480900033 0.19338392346980982 0.4933981295034745 2.5007266883330876 0.46247352847422007 2.6049766198266289 4.7807442992925662 3.237197027308869 0.81878864415921215 1.7329013858688993 2.2618446035776314 1.7341152143198995 1.8857976346625935 4.8061164567479864 0.7659671260043982 1.4428624501451848 2.1123840299551362 5.6407010595721658 0.80958068693871599 11.645682489965109 1.0706260375445702 1.173677895334549 115.56167949357769
leaf_count=173 33 212 2 54 60 48 14 693 64 22 61 22 47 33 37 58 53 32 25 27 64 25 42 38 57 52 86 36 14 1850
internal_value=0.000149127 -0.000560755 -0.0016457 0.000165337 0.000152953 -8.16611e-06 0.000164858 -0.00067442 -0.00155034 0.000173274 0.000179282 -0.000908311 0.000185523 0.000312078 0.000185473 -0.000237672 -0.00110722 0.000536435 -0.000229761 0.000656106 7.82656e-05 -0.000314941 -0.00170594 0.000414537 0.00022885 -0.000486602 0.000352319 0.000479074 -0.000350625 0.000133508
internal_weight=177.662 3.96635 1.33845 173.696 171.178 2.6279 170.31 1.69079 1.0678 168.619 167.542 0.955872 166.586 48.524 35.4705 16.0815 4.28581 19.389 2.5529 13.0534 11.7957 6.98957 2.20883 10.4485 8.56267 2.92196 16.1518 13.89 2.2443 118.062
internal_count=4034 435 214 3599 3566 221 3512 771 757 2741 2681 44 2637 726 505 300 136 205 83 221 164 100 67 174 147 90 168 136 50 1911
is_linear=0
shrinkage=0.00196078


Tree=734
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 0 1 4 1 0 1 0 1 0 4 0 3 0 0 4 0 3 0 0 3 4 4 0 1 3
split_gain=0.351443 1.0652 1.01983 0.896713 0.860102 1.34448 0.929824 0.822394 1.26983 0.814609 1.12873 0.746672 0.649009 0.620224 1.34339 0.839167 0.567907 0.665563 1.18457 0.767442 0.708651 0.837542 0.910414 0.613257 0.607691 0.592368 0.610919 0.600989 1.21577 0.982223
threshold=67.074341896550024 90.297243227400017 89.953120586650016 0.13377000000000003 91.937202686950016 90.633300493650012 67.300172379550006 38.400997490450003 64.02831883475001 88.17067284620002 64.307918480350011 81.87699236280001 83.740093847200015 87.009258933850006 41.319407281650008 86.89903215050002 0.41214500000000009 85.995710218650018 85.925810307250018 40.340071172300007 86.135510041400025 0.087555000000000022 86.329079026800017 85.334349518600007 0.093160000000000034 41.942745071500006 42.434124620650003 85.667718326750006 58.167480110400007 -0.25280999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 13 10 -10 -1 -6 15 -15 16 17 18 19 23 -19 -22 -23 -9 -24 27 -27 28 -21 -30
right_child=3 -3 -4 -5 12 -7 -8 8 9 -11 -12 -13 -14 14 -16 -17 -18 20 -20 25 21 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00092864251061416556 0.0020954410852501884 0.00096763022852832986 -0.0014544694353251077 -0.002105408356507943 0.00014492180737480677 -0.0019657774600394268 -0.0013033195033190365 -0.00015379840006795638 -0.002426260751128157 -0.0021601033992322089 0.00099704971432424024 0.00083226930409486199 -0.0014781462739792992 0.0013438998443245525 0.00014246221377387091 -0.0014019101285618763 0.00098014096707890221 0.00080427525418785926 -0.001796272415824515 0.0014919568559655105 0.00046698404387953893 -0.0011870241473876328 -0.00059661937343369038 -0.0018456378968798358 0.00036183808790698086 -0.0020974138604738235 -0.00016612403405854822 0.00056655713745346048 0.00066390409037262973 -0.0023306279694123183
leaf_weight=1.0115154260129191 0.72388772666454249 7.0163350524380794 1.4517408087849606 0.73440893515362304 64.503189568080415 1.904083023429848 0.54057124441897031 1.8189758061198582 0.55772885214537327 1.4635730790905652 1.1019153910165185 10.924412715481592 0.96130528932189818 5.202837627381089 11.458667656406758 1.4115014150738705 2.8622693130746475 7.3013495793566099 1.5880367239005853 0.84343780201743657 13.572284163907172 2.9328973591327658 3.8397547844797355 1.5054957680404184 7.5325338542461395 0.69604267540853371 6.6089216360924183 10.227005144581197 0.63026212900876943 1.2691227862378585
leaf_count=177 4 88 20 60 1417 55 56 33 10 28 106 114 743 58 92 14 21 57 26 42 131 29 34 18 42 56 356 52 2 93
internal_value=0.000158004 0.000229647 0.00017671 4.9736e-05 7.27972e-05 -0.000924929 0.000642431 0.000201285 0.000133174 -0.00109374 -0.000153365 0.00068304 0.000121088 0.000180307 0.000517631 9.33583e-05 0.000126739 8.62743e-05 -0.000157046 -4.67392e-05 0.000260486 0.000118063 -0.000212981 -0.000919952 3.82232e-05 9.64422e-05 -0.000350144 0.000347972 -0.000467054 -0.00133697
internal_weight=174.196 104.829 97.8123 69.3674 68.633 3.16854 1.26446 96.3605 84.4246 3.12322 1.65964 11.9359 65.4645 81.3014 16.6615 64.6399 63.2284 60.3661 25.1873 23.5993 35.1788 27.8775 14.3052 3.32447 11.3723 20.2748 7.30496 12.9698 2.74282 1.89938
internal_count=4034 1699 1611 2335 2275 115 60 1591 1300 144 116 291 2160 1156 150 1006 992 971 678 652 293 236 105 51 76 601 412 189 137 95
is_linear=0
shrinkage=0.00196078


Tree=735
num_leaves=31
num_cat=0
split_feature=0 2 2 3 3 3 0 1 0 3 2 2 0 3 2 3 3 0 4 1 4 2 0 4 4 3 3 0 2 3
split_gain=0.271001 0.46799 0.789546 0.770665 0.883399 1.0998 0.430982 0.425076 0.927381 0.6797 0.650285 1.10042 0.926342 0.708272 0.917671 0.804072 0.758153 0.597192 0.82906 0.952678 0.684653 0.626469 1.62255 0.587284 1.02601 1.39032 0.807055 0.658581 0.610449 0.98705
threshold=85.705356740550016 0.18145000000000003 -0.010319999999999999 0.11922500000000003 0.10184000000000003 0.093580000000000024 69.018097124900009 66.590419433100024 90.297243227400017 0.09091500000000001 -0.061874999999999999 -0.068964999999999985 92.313586825200005 0.083495000000000028 -0.074999999999999997 0.07907500000000002 0.084090000000000012 89.813320763900023 36.79544512155001 64.665483411650015 38.804080188450008 -0.14831999999999998 87.009258933850006 39.792680591700012 39.522095559600011 0.098105000000000026 0.090735000000000024 93.692765846100016 -0.59502499999999992 0.091290000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 8 17 -10 11 13 -12 14 15 -9 -15 18 -2 20 -20 22 -22 24 25 26 27 -18 -25 -30
right_child=7 -3 6 -5 -6 -7 -8 10 9 -11 12 -13 -14 16 -16 -17 23 -19 19 -21 21 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-8.922746858972933e-06 0.0012911658837137093 0.00089479877451786958 0.0014301884594941643 -0.0017660984236217492 0.000910281853300129 -0.001986005817098283 -0.00220679448577887 -0.00022761597230485089 0.0015139449757154207 8.0410615471059003e-05 -0.0010223443570354133 -0.0023353558966280239 0.00032253778999694538 0.001692621509304267 0.0014355778189567912 -0.0018893719439779686 0.00080144110942961171 -0.00064174384293241436 0.0011675635775629585 -0.00097739169952546444 -0.00013915046503229606 0.000150227965751923 0.0019726855499347098 0.0010060697199079747 -0.0022954348815472638 -0.001433443406772683 0.00060442156284012017 -0.0021719923687629184 0.00038139714109009513 -0.00058198832973136556
leaf_weight=10.06838879644056 2.7878374494612208 1.7132694727624755 0.14315543283009979 0.96256387431640256 3.4675473840325131 1.211950106313451 1.0024575671704949 2.2292163792803876 3.7490580882877103 1.9243378788232801 2.0881065539579131 0.8432655937212975 34.542814311815164 1.0309891297074525 0.6472856738473628 2.2488280096640665 0.43918047845363595 3.0611425526440135 2.9572827368974677 2.5431592594832173 3.0417819488793603 65.014888167381287 2.5895001441240311 2.9063445091596831 0.99331489123869765 2.5338153487427917 5.3837736998393666 0.82316988206002861 11.432436475963188 6.3654299168556454
leaf_count=583 31 37 30 23 41 42 126 443 48 16 81 39 776 14 12 256 4 33 28 37 24 558 23 40 35 116 88 77 214 159
internal_value=0.000142803 -8.15733e-05 -0.000180813 -6.6218e-05 4.47297e-05 -0.000221339 -0.00175232 0.000168494 0.000261038 0.00102771 5.96035e-05 -0.000120539 0.000245874 -7.01073e-05 -0.000746693 -0.00106213 3.857e-05 0.00020799 0.000240944 0.000202494 0.000243261 0.00020457 0.00083196 -1.66583e-05 -0.000402432 -0.0001976 0.000273562 -0.00113751 0.000172896 3.68411e-05
internal_weight=180.746 18.5693 16.8561 15.7105 14.7479 11.2803 1.14561 162.177 87.669 5.6734 74.508 37.877 36.6309 37.0338 5.12533 4.47804 31.9085 81.9956 78.9344 76.1466 73.6035 70.6462 5.63128 30.8775 10.1733 9.17994 6.64612 1.26235 20.7042 17.7979
internal_count=4034 882 845 689 666 625 156 3152 798 64 2354 1497 857 1458 711 699 747 734 701 670 633 605 47 733 320 285 169 81 413 373
is_linear=0
shrinkage=0.00196078


Tree=736
num_leaves=31
num_cat=0
split_feature=1 3 1 2 1 2 2 2 1 3 0 4 4 4 4 1 0 0 1 3 3 1 1 4 1 0 3 1 1 0
split_gain=0.0869791 0.350217 0.352263 0.223657 0.137138 0.41464 0.456961 0.522564 0.258051 0.363799 0.226818 0.410491 0.519808 0.737469 0.79711 0.369639 0.397553 0.551064 0.281322 0.363779 0.543072 0.447318 0.250329 0.232226 0.194409 0.775857 0.520086 0.338667 0.530344 0.473231
threshold=83.468559576050012 0.094175000000000023 83.740093847200015 0.20949500000000004 80.677940036650014 0.061925000000000015 -0.041369999999999997 -0.078504999999999991 83.116371560950014 0.086230000000000015 98.142164052000012 40.80591513400001 41.243661560350013 41.827117825850003 42.310579034350006 72.752365468100024 101.86567856270001 102.11570516885001 75.408562100950022 0.08895500000000002 0.082535000000000011 75.634392583900009 80.468240302450013 43.272784938550004 71.246828915000023 96.039789794050009 0.076615000000000016 70.776348742200014 70.206395618550019 95.262825394300009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 10 6 7 8 9 -6 18 15 -13 -14 -15 -12 22 -18 24 20 21 -20 -17 -16 27 26 -26 28 -1 -30
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 11 12 13 14 23 16 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0025015991871070735 0.094179178076300663 -0.10074800061226888 -0.096087590540981496 0.064919314340979473 -0.10031426543762886 -0.0073145527760327808 0.093675126047956164 -0.10466759349644268 0.096319612716602943 0.036273935394885819 0.020091532578713857 0.03640576998764062 -0.10750051289085111 0.068329791082645155 -0.088867835965110678 -0.10010762526112545 0.081357632075217651 -0.067017325304333158 0.099283683732185463 0.002302771968826845 0.07842152406574085 -0.1001712372551145 -0.020159568842360476 -0.012186031087230393 -0.0043906085226392919 -0.00033852770917744505 -0.097379899402031581 0.038370710427495874 -0.097668174721308287 0.00084315795796047893
leaf_weight=102.35686810990956 0.2820972827571484 0.36021018085011747 0.24874701263559018 0.11070831437245943 0.2106640535930635 3.3729648619919317 0.97896324747125518 0.27907369937747728 0.44228728441521536 0.97249291651678504 0.74355564266443108 2.3142081059049815 0.70273231086321208 0.97178672580048475 0.56674290663795523 1.3782795782899486 0.38734741765074421 0.52154348616932111 0.14602924883365576 2.9815426538698375 1.6635310643832779 0.31569783537270268 0.46513579785823811 0.91993019792516861 0.88791132266851436 13.607526776846496 1.3402447129155914 2.2760406878078348 0.8958485258190183 0.83812061091884971
leaf_count=1925 9 117 600 45 89 87 21 28 6 33 5 32 24 19 42 117 5 53 1 40 40 74 3 104 49 112 155 84 98 17
internal_value=0.00127902 -0.0263906 0.0153585 -0.0464992 0.00147349 0.0151152 0.0413524 0.0144575 0.0349101 0.0119541 0.000847215 -0.0136346 0.00247158 -0.0223706 0.00196321 -0.038861 -0.0547875 -0.00378349 0.00186773 0.0235366 0.0533258 -0.0370901 -0.0799349 -0.0414183 0.00096219 -0.00877877 -0.060324 0.0024124 0.00162614 -0.0500523
internal_weight=143.539 1.00176 0.641553 0.359455 142.537 6.25645 2.88348 1.90452 1.62544 1.18316 136.281 8.97126 5.4754 3.16119 2.45846 3.49586 2.75231 0.908891 127.309 5.1068 2.12526 0.461727 1.84342 1.48667 122.203 15.8357 2.22816 106.367 104.091 1.73397
internal_count=4034 771 654 645 3263 264 177 156 128 122 2999 404 221 189 165 183 178 58 2595 155 115 75 120 146 2440 316 204 2124 2040 115
is_linear=0
shrinkage=0.0942322


Tree=737
num_leaves=31
num_cat=0
split_feature=0 1 4 0 1 3 3 4 4 3 2 3 3 1 2 4 3 1 3 3 2 4 4 4 3 2 0 0 0 4
split_gain=0.363456 0.568172 1.24308 0.852325 0.527598 0.495294 0.886814 0.668029 0.658523 0.567616 0.458474 0.818913 0.885051 0.998856 0.90494 1.7232 0.894645 1.11034 0.695388 0.572245 0.569703 0.564107 0.815504 1.15161 0.893878 1.75961 0.949908 0.624245 0.79209 0.568161
threshold=85.705356740550016 64.665483411650015 38.625745710700009 89.493394246350007 65.29995953045001 0.10184000000000003 0.11531000000000002 38.969453495950006 39.577821550850011 0.095750000000000016 -0.059424999999999999 0.083365000000000022 0.12535000000000004 65.611820673600008 -0.091919999999999988 37.445036092900004 0.10932000000000001 70.776348742200014 -0.27172999999999997 -0.26533499999999993 -0.054619999999999995 34.883496062400006 38.244973486750006 36.79544512155001 0.093905000000000016 -0.59502499999999992 93.953546284800012 89.953120586650016 99.642323688800005 39.184300550350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 9 7 -7 -8 -1 11 -6 13 -13 21 -16 17 -17 -12 -20 -21 -15 23 27 26 -26 -24 -23 -29 -28
right_child=1 4 3 -5 10 6 8 -9 -10 -11 18 12 -14 14 15 16 -18 -19 19 20 -22 22 24 -25 25 -27 29 28 -30 -31
leaf_value=-0.00017770357689305492 0.0016101712405903932 -0.0010829526507064788 0.00021926827822745423 0.0013702601914859932 -0.00068828503314251278 3.3924081249230965e-05 0.00056929362162110606 0.0015587229163050843 -0.002267050418689966 -0.0015585119901719883 -0.0022726224918383849 0.001665942936864313 -0.0017505785584339924 0.0014089673825059339 -0.0029973629714854385 -0.0015118353388405227 0.001607116437800656 2.003567728697178e-05 0.0020337356408729169 0.0012654596622978227 0.00018795970976804896 0.0014906298655944158 0.0015781895369479807 -0.0019855340824455783 0.0011647454536595676 -0.0011269015533739209 0.0013572152116176875 -0.0026970842016344155 0.00049225936562121786 0.00010778462441374961
leaf_weight=12.019575839731262 2.7103919759392729 1.4919664133340109 72.529051270801574 2.5608857274055472 6.4410330527589386 2.2028554026037446 0.55057391431182601 2.2158338535809889 0.73463183676358312 1.2650507418438781 0.41478543794801126 1.5357622131705273 1.0010350068187097 1.5694446850247867 0.9023722875135779 2.4094000123441184 0.98244392988272089 7.426029699461651 0.70209714688462455 1.9952543803519791 34.634615507173294 0.91318333894014703 3.1906280992552665 1.4811621470034877 2.0289325306657702 3.5284628196823169 1.7158595758082791 0.45932954340241827 0.85978339196299203 7.5842976179192192
leaf_count=759 33 21 599 44 750 16 13 25 30 39 32 11 49 44 43 59 12 168 16 27 788 6 30 51 27 118 17 16 37 154
internal_value=0.000154883 0.000185131 0.00030561 0.000258522 7.25626e-05 -0.000101689 0.000381597 0.000798563 -0.00105198 -0.000309193 9.36445e-05 -4.22945e-05 6.84013e-05 0.000118169 5.0354e-05 -0.000394161 -0.000177015 -0.000355229 0.000252209 0.000280261 0.000246652 0.000273654 0.000191775 -0.00064503 0.00036395 -0.000290251 0.000655017 0.000244414 -0.000618305 0.000338302
internal_weight=180.057 161.068 77.8003 75.0899 83.2679 18.9885 5.7039 4.41869 1.28521 13.2846 81.7759 44.0292 37.5881 36.5871 35.0513 11.7202 10.8179 9.83543 37.7468 37.332 36.6299 23.3311 21.7616 3.71346 18.0482 5.5574 12.4908 2.2323 1.31911 9.30016
internal_count=4034 3152 676 643 2476 882 84 41 43 798 2455 1592 842 793 782 282 239 227 863 831 815 500 456 110 346 145 201 59 53 171
is_linear=0
shrinkage=0.00196078


Tree=738
num_leaves=31
num_cat=0
split_feature=1 0 3 1 3 1 0 2 1 2 2 1 1 0 2 0 2 0 3 1 4 1 1 4 1 1 4 3 1 0
split_gain=0.0913933 0.286284 0.390803 0.267146 0.574088 0.256086 0.549368 0.225449 0.55407 0.488936 1.22781 0.711933 1.33528 0.44358 0.439877 0.845947 0.775337 1.13945 0.725943 0.694222 0.644738 0.541489 1.13384 0.620331 0.418949 0.475193 0.373358 0.50063 0.585275 0.709054
threshold=61.987779113750001 85.667718326750006 -0.16320999999999999 62.009286778800011 0.088350000000000026 62.020040611300011 85.812895065800021 -0.094519999999999993 62.041548276350007 -0.081354999999999997 -0.08262499999999999 75.408562100950022 65.687097501250022 87.818484831100008 -0.077085000000000001 86.256490657300006 -0.070909999999999987 96.682331287150021 0.092260000000000023 62.095317438950012 37.903039192800001 63.705703859100005 65.29995953045001 41.257403903850005 71.322105742700003 71.504920895500007 41.827117825850003 0.096010000000000026 83.116371560950014 98.142164052000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 -7 8 -8 10 11 12 13 -9 18 -16 17 20 19 -11 -17 23 -23 -18 -10 -26 27 28 29 -27
right_child=1 3 -4 5 -6 6 7 9 24 14 -12 -13 -14 -15 15 16 21 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0034870559172879754 0.011206140342736289 0.046735700989853579 -0.076846063192635136 -0.026982693920562559 -0.0053004626307117048 0.040933347118718391 0.061637255985194206 -0.021225690888017013 0.010708376031173115 -0.0083869548546498997 -0.10560203394069595 0.022737501892660654 -0.082341573636626184 0.023403255829840163 -0.042249587756061718 -0.014146871834445872 0.055069526932795529 0.030717389198113721 -0.040141030597508016 0.063264254657021485 -0.10386553605950669 -0.084853680724529687 0.0038362122067297855 0.0078721611633888293 -0.091402762260659451 0.0014891755996737054 0.017150921554357455 -0.070150010450224051 0.066138476972943561 -0.095554819451697942
leaf_weight=26.04189934648457 0.72537151926371735 3.1216183593496671 0.80702195836056378 2.3100316328927866 3.3112248750403523 2.7205699332989743 1.3549920767545689 4.2814224390313012 24.2921297662906 1.523578882217399 1.0712228820775624 3.8576742484901834 2.1244788196345326 2.7863016128540039 3.4232848389074269 0.99740898585877591 3.2779451077804023 1.3274731799974686 1.0560275320531216 3.1305907861151354 1.5509939696639774 1.1307788155972947 32.231896230367965 5.9258486581966281 0.53039997420273621 2.3736849989509201 3.1458637820735476 1.2000423659592341 0.70177690380558022 0.75118786386155978
leaf_count=760 23 24 204 24 30 47 13 36 380 7 72 94 93 27 39 17 50 25 19 107 34 26 939 52 60 45 415 107 183 82
internal_value=0.00117734 0.00221516 -0.0351658 0.00271107 0.0199507 0.00169436 0.00231482 0.00130504 0.00707737 -0.00153985 -0.0160051 -0.0086504 -0.0218229 -0.00363167 0.00213559 -0.000485287 0.00259318 -0.0346834 0.025023 0.0398087 -0.0687509 0.00598738 0.000830199 0.0246816 0.00483679 -0.0115523 -0.00636996 -0.0210901 -0.00570482 -0.0218392
internal_weight=143.085 117.043 1.53239 115.51 6.43284 109.078 106.768 104.047 34.3501 69.6969 14.1211 13.0499 9.1922 7.06772 55.5758 49.8656 46.4423 3.87588 5.7102 4.65417 2.5484 42.5665 33.3627 9.20379 32.9951 8.70296 8.17256 5.02669 3.82665 3.12487
internal_count=4034 3274 227 3047 54 2993 2969 2922 1285 1637 322 250 156 63 1315 1182 1143 76 133 114 51 1067 965 102 1272 892 832 417 310 127
is_linear=0
shrinkage=0.087056


Tree=739
num_leaves=31
num_cat=0
split_feature=1 3 1 2 1 2 2 2 1 3 0 1 0 3 3 3 4 4 3 1 1 1 3 4 1 2 2 4 4 4
split_gain=0.088117 0.280978 0.311948 0.202616 0.114555 0.371074 0.407618 0.465105 0.217316 0.33269 0.197937 0.351431 0.416041 0.656204 0.315691 0.717574 0.382238 0.525914 0.412485 0.372539 0.3713 0.326746 0.284544 0.266504 0.286165 0.227732 0.206253 0.415929 0.618721 0.247016
threshold=83.468559576050012 0.094175000000000023 83.740093847200015 0.20949500000000004 80.677940036650014 0.061925000000000015 -0.041369999999999997 -0.078504999999999991 83.116371560950014 0.086230000000000015 97.878695155250014 75.408562100950022 97.521130223850008 0.087555000000000022 0.092260000000000023 0.11278000000000003 42.434124620650003 39.952536079750011 0.091290000000000024 80.468240302450013 73.037342029850024 77.086159974350025 0.12535000000000004 41.178189531300006 78.285212300550015 -0.60024999999999995 0.20949500000000004 39.861052345600008 40.137820134150012 37.038444968100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 10 6 7 8 9 -6 11 26 13 -13 16 20 17 18 25 -18 -16 -19 -17 -22 -25 -12 -1 29 -29 -28
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 14 12 -14 -15 15 22 19 21 -20 -21 23 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.00019687522314555168 0.086984885756830763 -0.093934249705773215 -0.090496101469194651 0.057055370097040731 -0.094167968362878413 -0.0063777087346312865 0.086317249092085269 -0.097625437573796034 0.089372549062751744 0.033768181743459087 0.0081797770493091063 -0.095352944189050062 0.063181487644348125 0.025226104470590986 0.0044558846781416247 0.048389452084728488 -0.09503428847502042 -0.0038223071693026045 0.050343374920209315 0.0085052013096827157 -0.10213026522375029 0.051577174710950302 -0.024740794957617107 -0.09386906869341452 0.0078477364206748015 -0.10039163310090926 0.01210722920091846 0.06416060184144598 -0.082382341458775488 0.069059192116805113
leaf_weight=117.0872026318757 0.24238401605998561 0.31682748865387111 0.23615621997680591 0.10646267440824886 0.19252465898307469 3.3894555480655981 0.90547706244978954 0.2558683587703855 0.38559763785451662 0.9566123115218943 0.20403681825882769 0.42716307905357043 1.5684505162062121 2.1323063878226094 0.59141424670815501 0.94754733808804281 0.563092727600633 1.364657699596137 0.29184700828045607 0.53371301257357118 1.2170323890168222 2.1811853708932176 0.7528325387975201 0.39708451175829385 0.48379797383677214 0.60113158384046828 1.1367869980167595 0.36599603015929449 0.59894680811885337 1.2728599244728682
leaf_count=2333 9 117 600 45 89 87 21 28 6 33 10 97 20 25 5 22 114 17 5 6 65 37 38 25 20 66 24 15 34 21
internal_value=0.00108426 -0.0265839 0.00989191 -0.0446471 0.00126147 0.0131783 0.0377638 0.0132112 0.0316897 0.012334 0.000723159 0.00169366 0.02717 0.00510204 -0.0112139 -0.0291391 0.00249534 0.013633 -0.040097 -0.0446513 -0.0576864 0.0302561 0.0160115 -0.0752047 -0.0380042 -0.0728787 0.000820654 0.0224637 -0.0267996 0.0421913
internal_weight=141.706 0.90183 0.585003 0.342619 140.805 6.08554 2.69608 1.7906 1.53473 1.14914 134.719 124.59 4.12792 2.55947 10.1294 4.38971 5.73966 4.64286 1.09702 1.09681 2.68933 3.54584 1.70038 2.09791 0.880882 0.805168 120.462 3.37459 0.964943 2.40965
internal_count=4034 771 654 645 3263 264 177 156 128 122 2999 2569 142 122 430 175 255 135 81 120 115 54 60 110 45 76 2427 94 49 45
is_linear=0
shrinkage=0.0887971


Tree=740
num_leaves=31
num_cat=0
split_feature=2 3 4 0 2 0 0 0 1 1 4 1 3 3 4 1 2 1 4 4 1 0 1 4 4 2 4 3 1 4
split_gain=0.320605 0.376613 0.312689 0.767893 0.949465 0.605209 0.430983 0.452585 0.423407 1.17971 0.688822 0.454909 0.462727 0.412325 0.384466 0.410273 0.687261 0.657386 0.57999 0.55594 0.801225 0.926123 0.57438 0.483833 0.820639 0.635865 0.612711 0.454292 0.605781 0.50539
threshold=0.36215000000000008 0.09450500000000002 42.094663496250007 86.329079026800017 -0.097294999999999993 85.683849075550015 85.57631075030001 67.04476885710001 62.132955852800002 62.165217350350012 42.283941020600004 62.084563606450011 0.087555000000000022 -0.11012 42.066503896600004 66.590419433100024 0.20949500000000004 61.987779113750001 41.646178195200001 41.385032804600009 75.499969677400017 100.91127592640002 67.192634054300015 40.241071441700008 40.040005255000004 -0.053159999999999992 40.563919884450009 0.12535000000000004 68.910558799650019 40.80591513400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 4 -4 6 7 -6 11 -10 -11 -5 -13 -12 15 16 17 18 -1 22 -21 -22 -17 24 25 -19 -25 29 -29 -24
right_child=1 -3 3 8 5 -7 -8 -9 9 10 13 12 -14 -15 -16 19 -18 23 -20 20 21 -23 27 26 -26 -27 -28 28 -30 -31
leaf_value=9.4636283535698439e-05 -0.0022127774452868902 0.00044310350861046633 5.6827185070656354e-05 0.00030505972474952092 0.0018751625527406262 -0.0015707352916126955 0.00087378929946478514 -0.0020050668122203602 -0.0037653411553956605 -0.001603416224824456 -0.0020450525477914766 0.002053937957046724 8.2841756676685667e-06 0.0001820122601059861 0.0012017743318791815 -0.0012246357546623367 0.0015288897175998563 0.00050509138539260535 -0.00092821421692285925 -0.001748826922308676 0.00086015667958353858 -0.0021191946240685412 0.00010182317863941693 0.0011945902875780477 -0.00088326130609516168 -0.00047220563486941589 0.00042384746198341754 0.00046826723731668922 -0.002235252703713836 0.00068727366461037993
leaf_weight=20.356506028474545 0.47169154804578184 0.36344190784438979 6.74032878124126 7.4526747856289131 0.14556272327899733 3.2198981982655823 0.8376307194121182 0.56089152499043848 0.31047323346138256 0.89616845088312658 0.32432163088378985 1.2823570631444452 0.63596394285559643 22.047537733056743 1.4866964576649468 1.1895968716125924 1.6886853665346269 12.586690382304369 2.380606356819043 1.5396652473136776 1.5898378918645906 0.53649109278921958 38.620841395862954 4.6681616934947696 2.5957495160400859 3.2129792507039392 26.344362159667071 0.58863433450460323 0.69474518453353085 6.644279771084256
leaf_count=404 84 25 242 62 4 89 29 166 3 41 110 53 5 891 15 31 25 123 46 49 23 87 920 42 19 42 228 2 47 127
internal_value=0.000154973 -0.00105696 0.000160885 1.93915e-05 -0.000416742 -0.00108677 -7.75595e-05 -0.00120556 0.000171668 3.15414e-05 8.22045e-05 0.000524241 0.00137576 0.000149727 0.00021052 0.000198753 0.000292395 0.000263453 -1.24575e-05 6.42515e-05 -0.000671585 0.000108441 0.000120759 0.000390424 0.000138486 0.000306351 0.000539864 0.000155142 -0.000995257 0.000187759
internal_weight=172.013 0.835133 171.178 44.4538 11.5043 4.76398 1.54408 0.706454 32.9495 23.5785 23.268 9.371 1.91832 22.3719 126.725 125.238 73.8337 72.1451 22.7371 51.4041 3.66599 2.12633 47.7381 49.4079 18.3954 15.7997 31.0125 46.5485 1.28338 45.2651
internal_count=4034 109 3925 1695 530 288 199 170 1165 1045 1042 120 58 1001 2230 2215 929 904 450 1286 159 110 1127 454 184 165 270 1096 49 1047
is_linear=0
shrinkage=0.00196078


Tree=741
num_leaves=31
num_cat=0
split_feature=3 3 2 4 4 4 2 1 4 0 3 1 3 4 4 3 4 0 2 1 2 4 3 1 2 0 4 3 4 2
split_gain=0.0799909 0.79754 0.367848 0.635366 0.541513 0.480878 0.446957 0.404555 1.10944 0.527469 0.454275 0.522589 0.791193 0.44889 0.369169 0.365598 0.468503 0.508569 0.450239 0.733197 0.441491 0.642274 0.342673 0.474189 0.324692 0.30377 0.572221 0.293139 0.292935 0.272074
threshold=0.084360000000000018 0.083950000000000011 -0.06828999999999999 37.627645350900004 34.19870408380001 39.525197829750006 -0.11347 62.084563606450011 41.243661560350013 98.413698323200009 -0.144095 61.987779113750001 -0.059734999999999996 42.67709657435001 41.806790701050012 1.0000000180025095e-35 40.636252116050009 90.111739616350022 -0.018034999999999999 62.837331883000012 0.022350000000000005 39.525197829750006 0.085495000000000029 63.705703859100005 -0.094519999999999993 96.959242474650011 38.625745710700009 0.08572500000000001 43.961868063600001 0.04932000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 8 -7 13 -10 12 -12 14 -9 16 17 -4 -18 -20 21 -17 23 -2 -25 -19 -27 -24 -15 -26
right_child=22 -3 15 5 -6 7 -8 9 10 -11 11 -13 -14 28 -16 20 18 25 19 -21 -22 -23 27 24 29 26 -28 -29 -30 -31
leaf_value=-0.095047866336730388 -0.063672644392385652 0.086421481298661229 0.056861203004490574 0.043032741197640237 -0.090709733566412612 -0.11452407951031288 0.091168317476371621 0.018324790030782509 0.0080094300868190846 -0.095927954715734884 -0.10254028884782833 -0.10816669947413105 0.056667231518802999 0.059735906191298593 -0.029207212923181392 0.01597109020279857 -0.095153269171512983 0.0066831548040528575 0.078898594404004985 -0.10700836621851727 0.0073402353041907885 0.089723094397379702 0.059297347676591179 0.023920581789434948 -0.065701476575199438 0.00091820462930988691 -0.13877771261341293 0.00058063499301399223 -0.0043424160080512194 0.0077601248613217138
leaf_weight=0.17129672939461216 1.6819623237824988 0.99358884837420092 1.449939350597562 1.898944781885805 1.2732738211579997 0.96674950013403105 0.30747410232561634 3.0404330078745225 4.3818094131856924 0.40597923444011108 0.4442203075450375 0.71895125100854773 0.66557942982763074 2.0873573186690924 2.5763412013184279 2.3801813840909727 0.81610489361628402 3.987123348750174 0.44895356062988867 0.3034387570232866 5.5751543821379528 1.7478503093880133 0.73116349066367448 1.764542897686624 0.94791909690866327 0.71178051413880872 0.38596850381145487 96.877055793498585 0.85967795903707145 0.78798972624463204
leaf_count=105 23 30 19 76 123 66 7 32 82 377 56 36 15 86 29 19 34 40 107 48 156 57 47 32 31 72 23 1944 243 19
internal_value=0.00113791 0.00472387 0.00256526 -0.00610018 -0.0592153 -0.000943372 0.0245431 -0.00611509 -0.0224626 0.00696559 -0.00813207 -0.0468082 -0.00705887 0.0118434 -0.00347752 0.0121999 -0.00228575 0.00859728 -0.0476276 0.00392258 0.0242971 0.0471984 -0.000208624 -0.023358 -0.00398688 -0.00516507 -0.0481989 0.00102047 0.0410437 -0.0323547
internal_weight=141.389 38.5982 37.6046 19.7981 1.75204 18.046 0.478771 16.1471 7.17731 8.96979 6.21056 1.82875 1.1098 8.56381 5.61677 17.8065 8.10331 6.53481 1.5685 0.752392 9.70319 4.12803 102.791 5.18241 3.50045 5.08487 1.09775 97.6082 2.94704 1.73591
internal_count=4034 1938 1908 1333 235 1098 112 1022 255 767 189 107 71 390 61 575 343 154 189 155 232 76 2096 105 82 135 95 1991 329 50
is_linear=0
shrinkage=0.0923845


Tree=742
num_leaves=31
num_cat=0
split_feature=1 3 1 2 1 2 2 2 1 0 4 4 4 4 1 0 0 1 2 1 1 1 4 4 3 0 3 1 0 3
split_gain=0.0809583 0.252074 0.274388 0.182854 0.0973477 0.332159 0.36014 0.416261 0.197374 0.178947 0.307939 0.397625 0.638985 0.592026 0.299879 0.33661 0.431065 0.239143 0.51661 0.332264 0.474869 0.236608 0.208321 0.207503 0.174212 0.164705 0.213028 0.154687 0.741984 0.506688
threshold=83.468559576050012 0.094175000000000023 83.740093847200015 0.20949500000000004 80.677940036650014 0.061925000000000015 -0.041369999999999997 -0.078504999999999991 83.116371560950014 98.142164052000012 40.80591513400001 41.243661560350013 41.827117825850003 42.310579034350006 72.752365468100024 101.86567856270001 102.11570516885001 76.279622535200005 -0.10423499999999999 75.634392583900009 75.408562100950022 80.468240302450013 40.241071441700008 43.272784938550004 0.090735000000000024 99.994511703900017 0.086230000000000015 71.096275259700022 96.039789794050009 0.076615000000000016
decision_type=2 2 2 2 2 2 2 2 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 7 8 25 17 14 -12 -13 -14 -11 21 -17 19 22 20 27 -16 -19 -15 -18 -6 -27 -1 29 -29
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 11 12 13 23 15 16 24 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00203736795340239 0.086019434712154869 -0.09345433420701113 -0.090353289521890978 0.053198659956525729 0.089493372416481989 -0.0058514753579150935 0.084200904811776667 -0.096829369469128346 0.088397030638078494 0.016399210771267065 0.030096482219303299 -0.099774528965338463 0.059215467494008397 -0.080215857981940725 -0.093375901455481025 0.07267871414076417 0.013305353692614517 0.020547857617442829 0.059956900436045131 -0.045527947166659727 0.046451611853329113 -0.017121528907032581 -0.10896773444032168 -0.0085651126601361226 -0.10018857414647213 -0.093479805663796212 0.017091652026691672 -0.0043081645574708973 0.00028251275726794714 -0.091501552868108016
leaf_weight=104.75655446307064 0.21817804264719498 0.28977978483999323 0.2135405301131641 0.10406038699147757 0.18193745001917683 3.4029435149495839 0.83882696292130177 0.23421517829410743 0.35404307488352071 0.71916651353239869 2.1804955106345005 0.62304332340136204 0.87026246730238233 0.49650159056181997 1.1658604229451159 0.34658579586539406 0.16851569313075743 0.16884332627523679 1.3659403325400479 1.1971269083296636 1.8239015205763269 0.44267122447490681 0.23313214445079211 0.88994101363596201 0.29044887692725752 0.16773417490048814 0.75939365923113655 0.89304377014195724 13.657174060819669 1.276828698137251
leaf_count=2065 9 117 600 45 7 87 21 28 6 5 32 24 19 42 117 5 28 9 62 18 20 3 46 104 25 84 31 49 114 212
internal_value=0.000989543 -0.0267356 0.00934963 -0.0433192 0.00115361 0.0122774 0.0366024 0.0130789 0.0306731 0.000658986 -0.012055 0.00149096 -0.0201686 0.00180939 -0.0339318 -0.0489257 -0.00207074 0.00148988 0.0339174 0.00102607 0.00148136 -0.0723905 -0.0545668 -0.0342241 -0.0585176 0.0122461 -0.00291272 0.00080116 -0.00738109 -0.0556158
internal_weight=140.331 0.825559 0.535779 0.317601 139.505 5.93909 2.53615 1.69732 1.46311 133.566 8.19349 5.06024 2.87975 2.25671 3.13325 2.41408 0.80555 125.373 1.76792 123.605 122.408 1.60853 0.401975 1.38644 0.458965 1.10907 0.927128 120.584 15.827 2.16987
internal_count=4034 771 654 645 3263 264 177 156 128 2999 404 221 189 165 183 178 58 2595 117 2478 2460 120 55 146 53 122 115 2440 375 261
is_linear=0
shrinkage=0.0887971


Tree=743
num_leaves=31
num_cat=0
split_feature=0 1 4 2 2 4 4 0 0 1 4 1 1 4 2 4 1 3 1 4 4 2 2 0 0 3 4 2 2 4
split_gain=0.309337 0.701705 0.566581 0.528694 0.624898 0.934907 0.472161 0.467783 0.883263 0.876039 0.832484 2.41655 0.787501 0.749512 0.772609 0.747821 0.75908 0.448894 0.443178 0.427882 0.983708 0.710477 0.567652 0.652568 2.03999 1.72882 1.51373 0.949483 0.681764 1.27433
threshold=85.667718326750006 61.87486387225001 35.171584490050009 -0.083064999999999986 -0.082334999999999992 41.385032804600009 44.756878345700009 91.066142252700018 90.407470010750018 67.649671936450019 38.625745710700009 64.02831883475001 66.590419433100024 39.952536079750011 -0.091639999999999985 37.038444968100009 65.611820673600008 0.12535000000000004 68.910558799650019 40.241071441700008 40.563919884450009 -0.056724999999999998 -0.0034049999999999996 85.812895065800021 85.995710218650018 0.10932000000000001 42.006870117350005 -0.14831999999999998 -0.032369999999999996 42.283941020600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -3 8 10 12 15 19 -9 -13 -15 16 -2 -11 -19 21 -21 -12 23 26 25 -25 -22 -26 -29 -30
right_child=7 3 -4 4 5 -7 -8 9 -10 17 11 13 -14 14 -16 -17 -18 18 -20 20 22 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=0.0014192874259031998 0.00093957058158710013 -0.0021266713910913166 -1.7256505626902591e-06 0.0019207347662638589 0.000390584571600976 -0.0022410483933401571 0.00054715067851067033 0.0002164094289234312 0.0011062333359298611 0.00012552294836963194 -0.00054880544284900733 -0.002718300078060714 -0.0017686353376534763 5.2252642520638101e-05 -0.0021789808098768982 0.0014424092370665441 -0.00041850103980078305 0.00024274723256673686 -0.0021349170908917655 0.0010120701128768725 0.0012600798375388637 0.00042218492624501687 -0.00050280296637211731 -0.0023820265928312218 0.0014081385686165306 0.00049369172787543266 -0.00051427173473505726 0.00010377322735937709 0.002019612830651385 9.7809110797187693e-05
leaf_weight=1.1897778120619502 3.608856897801159 1.3859004119149174 11.561317813437197 0.43301405757665667 1.3004870614095119 0.86371095076901827 0.31086740293540049 1.3060177080333226 4.5885744395200154 64.857942275085406 6.4566672928631306 1.1396552380174392 1.8664711363380773 1.5573528588720367 0.96723852363356844 3.7885594442486763 2.8178820833563805 0.54380984604358562 0.67612408035347471 6.5907479617744675 6.3971800580620677 5.2553822100162488 3.9715254548937144 2.114363032393157 2.7211803942918626 1.2966379560530183 2.5997852333821356 33.308168338611708 2.1686513898894466 3.4162204507738352
leaf_count=82 33 179 419 11 30 66 55 14 56 2160 39 19 55 33 49 33 23 2 68 47 27 33 39 47 26 6 48 281 30 24
internal_value=0.000151405 -0.000100002 0.000130866 -0.000785571 -0.000229462 -0.000659675 -0.0016368 0.000177532 0.000267047 5.50355e-05 0.000224346 0.000157008 -0.000951452 -0.00139842 -0.000802593 0.000751436 0.000344108 0.000103358 -0.00107503 0.000231709 0.00029424 -0.000113107 0.000212661 0.00026526 0.000168926 -0.00128887 0.000747359 0.000288417 0.000210075 0.000844061
internal_weight=181.06 17.0451 12.7511 4.29398 2.59721 2.1642 1.69677 164.015 94.7646 69.2504 90.1761 79.9608 3.17249 3.66425 2.52459 10.2153 6.42674 66.0779 1.21993 76.2965 64.5845 11.712 57.9937 54.0222 45.0252 3.411 8.99697 41.6142 38.893 5.58487
internal_count=4034 842 501 341 107 96 234 3192 893 2299 837 748 69 101 82 89 56 2230 70 647 575 72 528 489 414 53 75 361 335 54
is_linear=0
shrinkage=0.00196078


Tree=744
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 4 3 4 3 0 3 3 0 0 4 4 2 1 4 0 4 4 3 2 3 3 2 2 3 2
split_gain=0.281891 0.689147 0.60676 0.279049 0.606464 0.842026 0.541254 1.04497 0.91125 0.879928 1.75478 0.728621 0.840842 0.713291 0.598166 0.675127 0.770939 0.49275 1.19495 1.08317 0.855845 1.50751 1.06469 2.44641 0.930884 0.975183 0.879452 0.948503 2.75877 1.0795
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 61.977025281250008 85.495657006400009 44.756878345700009 0.094175000000000023 40.467253020850002 0.10249000000000003 86.103248543850015 0.10721500000000002 0.083365000000000022 85.812895065800021 86.479632682150012 40.523311941050004 41.919251152600005 -0.10423499999999999 64.665483411650015 38.625745710700009 89.705782438650019 40.241071441700008 41.975471476700008 0.097450000000000023 -0.067109999999999989 0.091935000000000031 0.087795000000000026 -0.037054999999999998 -0.081354999999999997 0.085820000000000021 -0.092990000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -5 11 8 -8 10 -9 13 14 -1 -13 -16 -17 18 -6 20 -20 24 26 -24 25 -22 27 28 -23 -30
right_child=1 -3 -4 4 17 -7 7 9 -10 -11 -12 12 -14 -15 15 16 -18 -19 19 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0001131264469912367 0.00095002111342838735 -0.0015691137925865223 -0.0020535478485323184 -0.0020400380243172133 0.0016234303344198273 0.0014507868778267606 0.0017710014421717206 -0.0024463635178417725 0.00029255580866034041 0.0004975124882040503 0.00012669075133409078 -0.0013097433073910069 -0.0013298189080160154 0.0013444447000688442 0.0010965170827479769 0.0011771701238986539 -0.0021506502989180644 9.6338508353726638e-05 -0.00039473284455254261 0.0016168236926922452 0.00057426111189788935 -0.0018839314189907982 -0.0024378158732831418 0.00012304099287164914 0.00097703507864513425 -0.00046160039369793981 -0.0012110564168176733 0.0011116810281579304 0.0014260786312285743 2.5722524665080614e-06
leaf_weight=8.0449628415517527 1.3289947739031052 1.2395944288800809 0.32105113218358372 1.0003426084876981 2.6186732053756705 0.36172527453163628 2.4779757857322675 1.6022874577902255 4.5383896334096789 3.5956303849816322 2.7993760211393237 1.0842523376923034 3.9190245233476162 1.5375209338963021 1.907585514476523 0.44521708041429497 0.67105477256700397 78.784519924029155 7.5476049855351439 2.2240413483232251 12.961308514699345 2.2996588040841752 2.176241859793663 4.2064291769638649 13.583775594830511 4.783787438645958 1.5652197580784584 4.3142317491583535 3.2471457347273818 5.5468357126228502
leaf_count=411 120 442 398 186 31 55 20 32 45 18 23 35 33 10 23 7 37 1516 46 36 99 65 38 38 75 34 26 68 24 43
internal_value=0.000143214 -0.000464343 0.000365614 0.000152976 0.000189334 -0.00111298 -1.10994e-05 0.000262426 0.0008147 -0.000222107 -0.000809949 -0.000244303 -0.00068008 0.000120743 -6.02467e-05 0.00038778 -0.000823373 0.000201495 0.000325009 0.000272258 0.000224206 0.000309632 -6.74215e-05 -0.000750111 0.000590727 0.00029501 0.000189302 0.000331558 2.81741e-05 0.000528197
internal_weight=182.734 2.88964 1.65005 179.845 147.222 1.36207 32.6233 15.0137 7.01637 7.99729 4.40166 17.6096 8.02713 9.58248 4.10811 3.02386 1.11627 145.859 67.075 64.4563 62.2322 54.6846 23.3558 6.38267 31.3289 17.7451 16.9731 15.4079 11.0936 8.79398
internal_count=4034 960 518 3074 2380 241 694 138 65 73 55 556 135 421 102 67 44 2139 623 592 556 510 302 76 208 133 226 200 132 67
is_linear=0
shrinkage=0.00196078


Tree=745
num_leaves=31
num_cat=0
split_feature=3 3 2 3 3 2 4 2 2 3 4 3 3 0 0 0 0 4 2 1 4 4 4 4 0 4 4 2 4 4
split_gain=0.0826668 0.771962 0.618135 0.424628 0.527079 0.937602 0.31091 0.8816 0.409527 0.640263 0.650485 0.542936 0.784584 1.26415 2.11954 0.71191 0.735783 0.63411 0.789131 0.595554 0.551466 0.391027 0.443789 0.368224 0.323848 0.366905 0.303743 0.259306 0.648813 0.826466
threshold=0.091645000000000018 0.09117500000000002 -0.059754999999999996 0.092260000000000023 0.092835000000000015 -0.099639999999999992 35.050303764500008 -0.11347 0.15844000000000005 0.083365000000000022 40.098777110850008 0.09013000000000003 0.08833000000000002 87.278104746850019 86.20003303655001 91.066142252700018 96.163458868000006 37.52517992975001 -0.041369999999999997 65.020359884900017 37.828051409500013 38.748048509250005 38.478081868400004 41.919251152600005 94.114853772600014 34.883496062400006 38.804080188450008 -0.070909999999999987 39.577821550850011 36.491284729650012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -2 5 -5 7 -1 11 10 -10 12 17 14 23 -15 -17 18 19 -8 -19 22 -22 -14 -9 -26 -23 -6 29 -29
right_child=3 2 -4 4 27 -7 8 24 9 -11 -12 -13 13 15 -16 16 -18 20 -20 -21 21 26 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.10142051414739019 0.030330161792464522 -0.017029357608721957 -0.11416011556755863 0.021042648040112882 -0.0028937978639775033 -0.10127000351448795 0.031319107580622084 0.096670409612129402 0.071325571323668818 -0.085991880306941645 -0.091994275770467718 0.035022308158827481 0.056328186395129459 0.077863002895258687 -0.15031740467234161 -0.10505878161080429 0.0039220475651928939 0.077451932563242579 -0.0017823008867732979 -0.11613474616372704 -0.0050193021549464608 0.083875870458230584 -0.086311020242359107 -0.03405990643178998 -0.099581528470309474 0.10126356274609272 0.0059735478579457969 -0.026202545236312675 -0.00097824674754287385 0.044350243379074783
leaf_weight=0.33139118612655227 5.1131506732344851 1.6726101030499196 0.94857691062861604 1.0985937432396897 29.688807310762968 1.2241785318183236 0.3167947356487274 1.1367786419577885 0.67333455101470396 1.2596217811533277 0.33859172262600623 4.1295679686008944 0.67494606546824654 0.94375305995345105 1.6805129535496233 0.69220260129077393 3.3050032521005051 0.97980625026320822 2.8694909820114836 1.2576214411847102 2.0847441888072349 0.46681328558770374 0.88327938420115959 1.0868875018786637 0.18885643019984844 0.15138719968672376 48.74723530761753 1.9182652494682786 17.283592171135751 7.6551810660203046
leaf_count=138 61 31 49 15 572 43 57 19 34 81 37 58 17 10 16 28 133 39 34 87 51 7 22 40 74 3 1858 68 240 112
internal_value=0.00120932 -0.000916136 -0.0521798 0.00376126 0.00145357 -0.0434202 0.000894838 0.0402598 -8.85572e-05 -0.0402544 0.0166786 0.00121265 -0.000903148 -0.0283763 -0.0730929 0.00277757 -0.0149503 0.00309499 -0.0317842 -0.086465 0.00601061 0.00466918 -0.0292116 0.000567137 0.0720478 -0.010218 0.00671248 0.00329688 0.0101403 0.0302133
internal_weight=140.802 76.8198 2.62119 63.9818 58.8686 2.32277 74.1986 1.80841 72.3902 2.27155 1.01193 70.1187 65.9891 8.38331 3.44235 4.94096 3.99721 57.6058 4.44391 1.57442 53.1619 52.1821 2.96802 1.76183 1.47702 0.340244 49.214 56.5458 26.857 9.57345
internal_count=4034 2923 80 1111 1050 58 2843 234 2609 152 71 2457 2399 244 73 171 161 2155 178 144 1977 1938 73 57 96 77 1865 992 420 180
is_linear=0
shrinkage=0.0961169


Tree=746
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 2 0 1 3 2 3 2 0 2 1 4 4 3 3 2 2 4 3 3 4 2 0 1 3
split_gain=0.413314 1.50621 0.880247 0.673102 0.675464 0.604239 0.871642 0.820218 0.70581 0.652605 0.865212 0.737814 0.608438 0.604647 0.590776 2.06137 0.579031 1.06228 0.860957 0.518556 0.517474 0.491538 1.18327 0.486306 0.47734 0.449547 0.433855 0.42618 0.408124 0.409168
threshold=66.590419433100024 90.407470010750018 65.687097501250022 87.170566421650008 86.89903215050002 -0.061874999999999999 -0.068964999999999985 92.313586825200005 81.479100559500012 0.083495000000000028 -0.074999999999999997 0.07907500000000002 -0.016334999999999999 94.047642319350018 -0.091919999999999988 70.776348742200014 41.481306584950012 39.861052345600008 0.088350000000000026 0.084565000000000015 -0.088224999999999984 0.048475000000000011 36.957836847500012 -0.10565499999999999 0.10932000000000001 37.627645350900004 -0.037054999999999998 90.767723400200012 75.634392583900009 -0.097689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 24 12 10 11 23 13 -9 19 -16 17 18 -5 -11 -17 22 -14 -2 -7 -25 -15 -3 -27 -30
right_child=5 27 -4 16 -6 7 -8 8 -10 14 -12 -13 21 26 15 20 -18 -19 -20 -21 -22 -23 -24 25 -26 28 -28 -29 29 -31
leaf_value=0.00016077425890648555 -0.0020293980945626797 0.0018618346228309931 -0.00095502203893220959 -0.00046764931857058083 -0.0010078738995390559 -0.0016515204923659202 -0.0022619431245071487 0.0015365956751779543 -0.0013312929784656728 0.0017572207238693554 0.001568936906955634 -0.0019360926485742969 0.0014365808394582395 0.0001890504556072575 -0.0022198893491244022 -0.0012453950702630465 0.00018256468614424444 0.0014626302510969515 0.00089773819986977137 0.00014308453273949577 0.00031061681272477593 0.00027722428095766622 -0.0015472771427734256 -0.0022810528451369071 0.00049168171464972958 0.0016037851765831532 0.0012308686283279929 0.000706023104123524 0.0020571322930082849 -0.0020686798648212987
leaf_weight=70.236830727728375 0.44221125084914104 2.5485505713149896 2.5019800206646314 3.1206451244652289 1.9544019605964411 1.3397519797945268 0.72710762935457651 2.7382705360651034 0.97405553374119236 0.79801023509935731 0.52623703038625436 2.0111630672799947 0.72658832184971034 5.7663531308062375 1.8859510608599537 0.95430114525515719 11.020464248955248 5.3298555538058281 4.1192233450710773 18.610807031316654 5.9144711808003203 17.203770925829303 1.7217710483819244 0.21714446857731684 0.56932475208304811 0.80241323728114344 2.0952117103734054 2.3644679356366396 0.13499800860881794 0.29297664043406269
leaf_count=1333 152 31 28 36 29 78 39 23 360 14 12 256 6 67 63 20 81 69 39 488 168 228 65 28 7 39 27 24 1 223
internal_value=0.000168406 0.00024607 0.000193107 0.000223098 0.000129136 4.78003e-05 -0.000138659 0.000235287 0.000311566 -9.12876e-05 -0.000791114 -0.00110949 0.000364463 0.000743094 1.8721e-05 -0.000404119 0.000510643 0.000798285 0.000309207 0.000209451 9.4435e-05 0.00016024 -0.000661771 -0.000229771 -0.00101237 0.000320003 0.000466709 0.00130558 0.000779049 -0.000767256
internal_weight=169.649 103.196 98.2834 95.7814 72.1912 66.4529 33.3178 33.1351 31.226 32.5907 4.42714 3.90091 30.252 10.5998 28.1635 8.75472 23.5902 12.5697 7.23987 19.4088 6.86877 19.6521 2.44836 1.88974 1.90908 1.44753 7.86156 4.91302 1.23039 0.427975
internal_count=4034 1670 1615 1587 1362 2364 1503 861 776 1464 711 699 416 117 753 251 225 144 75 502 188 299 71 443 85 291 94 55 263 224
is_linear=0
shrinkage=0.00196078


Tree=747
num_leaves=31
num_cat=0
split_feature=1 0 3 1 0 4 4 0 0 1 4 0 4 4 0 1 1 1 1 1 3 3 3 1 4 0 0 3 4 3
split_gain=0.0943542 0.260073 0.362581 0.261272 0.45427 0.820182 0.659254 0.567557 0.41095 0.431045 0.801716 0.549914 0.753457 0.713908 0.711577 0.302805 0.582585 0.306016 0.566661 0.459735 0.372346 0.357209 0.557809 0.422702 0.441635 0.341209 0.238583 0.209735 0.686552 0.972179
threshold=61.987779113750001 85.667718326750006 -0.16320999999999999 62.041548276350007 85.963448721100022 42.047301293400004 42.899217095850013 86.382848189450016 85.683849075550015 62.068432857650002 40.890797847750008 86.103248543850015 42.141702038450013 43.426640904350009 86.382848189450016 62.079186690200011 62.084563606450011 64.665483411650015 62.837331883000012 65.29995953045001 0.08673500000000002 0.092465000000000033 0.12535000000000004 62.132955852800002 41.741384785950011 86.692020874450009 85.812895065800021 0.094175000000000023 40.467253020850002 0.10249000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 -2 4 26 7 -7 -6 -5 10 -10 12 -11 -14 -13 -16 -17 18 21 -19 -20 23 -23 24 -18 -26 -3 -1 29 -29
right_child=1 3 -4 8 5 6 -8 -9 9 11 -12 14 13 -15 15 16 17 19 20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.011698396864607101 0.011498152730490693 0.014026271106135167 -0.079546232913602924 0.089333347029477095 0.085513885847451968 -0.035292669759983339 0.034060259739230311 0.019778782214558428 0.0076328029588391653 0.063944476376350201 -0.066651509390142152 -0.051245432279174587 -0.097672547163163967 0.034567513338820272 0.053836398556978478 -0.075963965894125685 -0.0064316880971921255 -0.061611786098844809 0.082336908392811103 -5.9026031812826171e-05 0.022421514880815514 0.055052937252411192 -0.003591524956384577 -0.022523908271511361 0.093433466774330245 0.015216688209646202 -0.02402415933703007 0.08349583777735857 -0.014761276844275821 0.0014255384168024104
leaf_weight=13.710441350267503 0.71648552434635349 2.6263850433751932 0.77950440425047307 0.44843784533440967 2.4193072691559774 2.3091590609401464 2.370966475456953 2.0889790393412113 2.7641317583620539 2.6914402581751338 2.2488697115331888 2.20471751037985 0.58338932134211041 0.86512697581201792 0.94786562770604987 0.82421102188527484 3.4165349304676109 1.0530875008553255 1.3766674944199615 62.529517881056677 2.4799922183156013 2.5815123096108428 2.9849191606044769 5.7286018393933773 0.83278391044586886 1.1111268401145933 3.0278518800623715 1.860479986295102 6.7785166087560356 3.6461304584518075
leaf_count=617 23 24 204 8 18 30 23 28 17 30 32 27 28 21 3 18 15 19 42 2451 39 28 14 47 54 6 25 21 76 46
internal_value=0.00117928 0.00232447 -0.0359417 0.00283325 0.0142534 0.0269319 -0.000158255 0.0550546 0.00109782 0.000690841 -0.0256917 0.00212511 0.035031 -0.0186921 0.000578306 0.00190893 0.00132932 0.00208687 0.0118987 -0.00107849 0.0438088 0.00450977 0.0236057 -0.00507591 0.0135704 0.0487253 -0.00634979 -0.00384334 0.00492306 0.0291541
internal_weight=140.007 114.012 1.49599 112.516 14.8426 9.18841 4.68013 4.50829 97.6729 97.2245 5.013 92.2115 4.13996 1.44852 88.0715 85.8668 84.919 84.0947 20.5121 63.5826 3.85666 16.6555 5.56643 11.089 5.36045 1.94391 5.65424 25.9956 12.2851 5.50661
internal_count=4034 3274 227 3047 148 99 53 46 2899 2891 49 2842 79 49 2763 2736 2733 2715 245 2470 81 164 42 122 75 60 49 760 143 67
is_linear=0
shrinkage=0.0923845


Tree=748
num_leaves=31
num_cat=0
split_feature=0 3 3 3 0 3 0 4 0 4 4 4 2 4 3 3 3 3 3 1 3 4 3 1 2 1 2 2 1 1
split_gain=0.0845512 0.284975 0.457077 0.244364 0.241336 0.932873 0.216264 0.170452 0.149844 0.580772 0.340944 0.201392 0.17176 0.165287 0.164108 0.391159 0.202398 0.544018 0.313479 0.125977 0.49991 0.89595 0.466545 0.24081 0.323538 0.536191 0.534458 1.05277 0.536037 1.1218
threshold=85.705356740550016 0.10184000000000003 0.094175000000000023 0.11334500000000002 85.624702996650015 0.091645000000000018 85.764502819450016 40.583589072600013 84.390700714750025 39.458743938000005 38.400997490450003 42.488347682450005 -0.26894999999999997 39.577821550850011 -0.25095999999999996 -0.55648999999999993 -0.15572 -1.0000000180025095e-35 0.08729000000000002 61.987779113750001 0.094175000000000023 40.583589072600013 0.08376500000000002 62.009286778800011 -0.094519999999999993 71.322105742700003 -0.081354999999999997 -0.08262499999999999 75.408562100950022 66.590419433100024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 8 -6 -2 -4 9 12 -10 -12 -1 -11 15 -15 -16 -18 -19 20 22 -22 -8 -21 25 -25 27 28 29 -26
right_child=6 3 7 -5 5 -7 19 -9 10 13 11 -13 -14 14 16 -17 17 18 -20 23 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.00045087681268756472 0.028735619704900107 0.026011968864651683 -0.033469534085632607 -0.023219896830991491 -0.089535283185550707 0.033031187063540163 0.0043551295614057553 -0.10436726889308547 0.092578446240058523 0.093414522107727049 -0.025482869429259258 0.042237720588896209 -0.097959221599617785 0.013699624289444439 0.056083778865354268 -0.097795730530268424 -0.097328652320226333 0.063920954296086116 -0.04765425968969926 0.020493303728058215 0.05297477328364314 -0.014061476632737076 -0.045795139352107737 0.014928577394392482 -0.0093958048914997653 -0.011827124594720744 0.0017552104540275509 -0.10651299085029391 0.018749564816778641 -0.097505446461818232
leaf_weight=0.18793025446939282 2.399602632969617 3.2489550089958348 0.55441959234303684 1.1095130218309348 1.1271091740054546 0.92955338209867466 2.5518573336303216 0.55834059958579019 0.44069588242564339 0.1783685535192493 0.88996097224298842 0.60523760638898239 0.644296408914668 0.7732238725584466 0.76591062750958228 0.38748695104368225 0.36191550644798409 0.7232255294511607 0.2891647725191433 5.6595455701462916 2.5137516707181931 4.6815313161350787 3.7698382779490203 25.839918599609518 8.0238698767498118 8.0614022716398477 55.770936466301471 1.0225664436352335 3.5830996805607347 1.3908821610821167
leaf_count=8 30 37 19 47 39 4 26 28 9 2 27 57 180 35 39 72 151 90 38 46 18 37 38 399 76 892 1334 76 94 86
internal_value=0.00106588 -0.00566936 -0.0145321 0.0134793 -0.00722747 -0.0341387 0.00180653 -0.0690433 0.00163176 -0.00776751 0.0225653 0.00192957 -0.0757366 0.0084903 0.00390134 -0.0235215 0.0187737 -0.0020195 0.0320522 0.00128061 -0.0069683 0.00935838 -0.0255512 0.00230026 0.00130728 0.00856633 -0.00221882 -0.0180269 -0.0110655 -0.0224126
internal_weight=139.044 13.7753 9.41684 4.35847 8.30408 2.05666 125.269 1.11276 6.24742 4.31152 1.93589 1.4952 0.832227 3.4793 3.30093 1.16071 2.14022 1.37431 1.01239 122.869 13.517 7.19528 6.3217 109.352 103.693 33.9013 69.7914 14.0204 12.9979 9.41475
internal_count=4034 882 798 84 751 43 3152 47 708 615 93 84 188 427 425 107 318 279 128 3122 119 55 64 3003 2957 1291 1666 332 256 162
is_linear=0
shrinkage=0.0905731


Tree=749
num_leaves=31
num_cat=0
split_feature=4 4 3 2 0 1 1 2 2 1 4 0 4 2 4 1 4 2 2 3 3 3 1 3 2 2 0 2 3 4
split_gain=0.0830053 0.216934 0.284956 0.192026 0.15089 0.14017 0.666915 0.363368 0.406656 0.337644 0.337213 0.248882 0.221172 0.212388 0.176805 0.168888 0.358191 0.148686 0.134723 0.279126 0.124719 0.121519 0.298865 0.214198 0.721547 1.2944 0.412952 0.80754 0.522035 0.346997
threshold=49.283271594150008 48.86568841230001 -0.52484999999999993 -0.2351 71.332859575200004 58.167480110400007 60.613977009100005 -0.30094499999999996 -0.013805 57.041016153700006 48.226196960950006 67.04476885710001 44.421469061800003 -0.60918499999999998 32.724174661450007 70.206395618550019 47.927946529500012 -0.098419999999999994 -0.06828999999999999 -0.55648999999999993 0.11243000000000002 0.21629500000000004 62.030794443850006 0.10433500000000002 -0.167075 -0.093879999999999991 86.103248543850015 -0.086139999999999994 0.10546000000000001 35.171584490050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 -2 -5 7 20 -4 9 10 14 -10 21 -14 -9 16 17 -15 -1 -20 -7 23 -23 -8 -25 -26 27 -27 -29 -28
right_child=3 -3 5 4 -6 6 12 8 11 -11 -12 -13 13 15 -16 -17 -18 -19 19 -21 -22 22 -24 24 25 26 29 28 -30 -31
leaf_value=-0.1020842099656503 0.043094568841903436 0.035664062366806026 -0.082251620939134268 -0.0069482235129634971 -0.099393645407636691 -0.10315014098489964 0.0027245844637176614 0.092575351255630114 0.087029781933229092 0.094576699574945036 0.064311770264397272 -0.10409984135830688 0.057895484542818093 -0.099181742673116025 -0.096225616858128735 -0.10910331086454839 0.066687237066884703 0.0086933277230980734 0.084792278254550185 -0.10814638252024723 -0.022510409020795995 0.055362466756794113 0.0032499328483566047 0.051395861978413365 -0.089257570417168419 0.0050378727109356902 -0.043023734497326181 -0.022136712023473802 -0.11696184117489167 0.0095624839848904141
leaf_weight=0.34641179765822017 0.2433338031405583 1.6011489436059481 0.25184750743210349 0.29855895042419334 0.33014576755294911 0.63697684888756967 104.53120340184375 0.052926332849892788 0.079847139888441832 0.92886010921210982 0.42127763293683529 0.24964316279874765 0.18054284728714254 0.41658743227890227 0.26243728444751468 0.3287028352242487 0.24328261520713568 0.15591956254502182 0.13142738383612595 0.13494977803202246 0.23245885269716382 1.2718943050131191 4.2178215406675008 1.6772674447274791 1.7930092610959061 2.7549823301960714 1.2409861599662679 0.96431177668273749 1.1077228687063323 10.910051027801272
leaf_count=68 12 46 11 4 239 70 2533 10 4 22 10 101 9 91 94 206 5 22 22 18 9 13 80 49 54 16 23 10 35 148
internal_value=0.00099738 0.00118168 0.000774287 -0.0279833 -0.0554932 0.0010655 0.000670213 0.0244052 0.0378695 0.0567926 0.00914909 -0.0577824 0.00121287 -0.0370922 -0.0645398 -0.0520765 -0.0290989 -0.0698025 -0.0633391 -0.0129527 -0.0815897 0.0016019 0.0153237 0.000999169 -0.0078211 -0.0131124 -0.00507086 -0.0283879 -0.0728308 0.00419185
internal_weight=137.997 137.124 135.523 0.872039 0.628705 134.911 132.664 2.24684 1.99499 1.6655 0.736641 0.32949 131.794 1.32504 0.315364 1.14449 0.81579 0.572507 0.612789 0.266377 0.869436 130.469 5.48972 124.98 20.4483 18.7711 16.9781 4.82702 2.07203 12.151
internal_count=4034 3779 3733 255 243 3625 3373 252 241 136 114 105 3294 333 104 324 118 113 108 40 79 2961 93 2868 335 286 232 61 45 171
is_linear=0
shrinkage=0.0942322


Tree=750
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 0 3 2 3 3 2 1 1 2 2 4 1 3 4 2 0 3 0 0 3 1 2 0 3
split_gain=0.418401 1.19491 0.770865 0.70445 0.473162 0.877181 0.873157 0.660564 0.930733 0.717084 0.701714 0.570824 2.48521 0.857225 0.505145 0.805553 1.32546 0.680692 0.488626 0.489329 0.462032 0.494225 0.681268 0.928699 0.452949 0.452831 0.44339 0.430633 0.429963 0.426308
threshold=66.590419433100024 90.407470010750018 65.687097501250022 87.350693116400024 -0.061874999999999999 -0.068964999999999985 92.313586825200005 0.083495000000000028 -0.074999999999999997 0.07907500000000002 0.084090000000000012 -0.101395 71.787208999250012 71.322105742700003 -0.011675 0.048475000000000011 36.79544512155001 75.077881750900005 -0.10565499999999999 37.627645350900004 0.070580000000000018 93.133566555000002 0.079805000000000029 93.692765846100016 96.959242474650011 0.091375000000000026 75.634392583900009 -0.0034049999999999996 90.767723400200012 0.10932000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 29 8 9 18 -9 13 -13 -12 17 16 -16 25 -2 -20 -17 -22 -23 -24 -15 -8 -21 -18 -3 -6
right_child=4 28 -4 -5 6 -7 14 10 -10 -11 11 12 -14 24 15 20 27 -19 19 26 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00013737869432444043 -0.0020283157080594073 0.0018158112516812534 -0.00091301159672247279 0.00054726813007473837 -0.0016943084305573457 -0.0022498398028693765 0.00063292482456750682 0.0017346657272369896 0.0016293367475346426 -0.0019289686605444367 0.00069405053588991121 -0.0015790365225462654 0.00026661333076999756 -0.0019988056569046203 0.0019948457394184578 0.00061095956201579957 -0.00042848509833100202 3.4665924182924295e-05 -0.0023301386053949749 0.001643985732700064 0.0013610908919188087 -0.0017169467563590787 -0.0021850176096164737 0.00020744454129297237 -0.00010384105551135364 0.0016908368721925287 -0.00081023611734825848 -0.0023087203992371509 0.00061336538315415353 0.00034133187763704637
leaf_weight=77.667695258081949 0.45553014694451133 2.3098085317760697 2.3539521102793506 20.342655651271343 1.3276515964535054 0.72722387187241011 4.3594939800677803 0.90461978659732523 0.54397803944084344 2.0024829057865645 7.7551735867746192 4.1233842726796857 8.7723494074834871 0.52110595098929469 0.47877311662159927 7.6646063597545462 0.73188120464328754 4.6237962119048461 0.23022770594616315 0.8059157583847989 0.90917335264384647 0.96191833642842439 0.67625975608825584 8.0412148246250563 6.9918260580561764 2.4186361916363239 0.43620798862139054 1.30047641159399 2.2638425920158625 0.56336880649905641
leaf_count=1400 152 31 28 187 78 39 33 14 12 256 85 126 199 67 7 103 10 146 28 39 13 118 18 192 262 24 224 112 24 7
internal_value=0.000162738 0.000240488 0.000195822 0.000222454 4.33282e-05 -0.000119333 0.000207006 -7.31431e-05 -0.000774492 -0.00110719 3.48116e-05 -1.97876e-05 -0.000323529 0.000236759 0.00028313 0.000101047 -0.000940197 0.000614724 -0.000253615 0.000295459 0.000244294 -2.11198e-05 -0.000150949 2.18488e-05 -0.000235278 0.00101042 0.000782114 -0.00163162 0.00122063 -0.00108785
internal_weight=173.265 104.938 100.364 98.0104 68.3273 34.27 34.0573 33.5428 4.47434 3.93036 29.0685 28.1638 12.8957 15.2681 32.1662 20.7643 2.51113 11.4019 1.92788 1.47235 18.2532 10.5886 9.67939 8.71747 7.51293 6.77813 1.24212 2.03236 4.57365 1.89102
internal_count=4034 1670 1615 1587 2364 1503 861 1464 711 699 753 739 325 414 776 573 129 203 443 291 444 341 328 210 329 57 263 122 55 85
is_linear=0
shrinkage=0.00196078


Tree=751
num_leaves=31
num_cat=0
split_feature=0 3 4 3 4 0 4 0 3 2 1 4 4 4 1 4 2 3 1 2 2 3 3 4 3 2 2 4 0 3
split_gain=0.0826143 0.191686 0.0917927 0.222164 0.290953 0.266937 0.216025 0.188733 0.2757 0.18685 0.153657 0.389314 0.14697 0.238686 0.205399 0.204317 0.21023 0.222328 0.17102 0.454402 0.333902 0.198053 0.260066 0.330792 0.182435 0.143594 0.410953 0.554008 0.659725 0.589219
threshold=71.131225215400022 0.049900000000000007 48.86568841230001 -0.41441 33.708131650200009 71.249517373150013 44.421469061800003 95.469836670350006 -0.52484999999999993 -0.60918499999999998 70.206395618550019 47.927946529500012 32.724174661450007 30.317390213800007 68.34060567600001 34.654301448200009 -0.081874999999999989 0.094375000000000028 61.622148808000013 -0.10946499999999999 -0.018034999999999999 0.096885000000000013 -0.10565499999999999 41.770271989050009 0.093325000000000033 0.20167500000000002 0.22598000000000004 40.098777110850008 93.953546284800012 0.097015000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 8 -4 -8 11 -11 13 14 -7 16 17 -14 19 21 -21 22 -17 -24 -22 -20 -27 28 -28 -29
right_child=2 -3 7 5 -6 6 9 -9 -10 10 -12 -13 15 -15 -16 18 -18 -19 25 20 24 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.10111087284544604 0.058343465490677232 0.018771715074657296 0.060479685327357487 0.095087054218472411 -0.07034345871250923 -0.094605878222019574 0.053046479085728418 0.067539567172613751 -0.019279432027925082 -0.069622843229784251 -0.10577301159426722 0.065002861214727481 0.0057798003333658938 -0.08283990150124565 0.069353203908991884 0.066553828456674902 -0.0046850019479440091 0.079431582901336339 0.00091762101986397502 -0.08249919429721779 -0.046686109208611958 0.067156749055035131 -0.11024225677028091 0.034727401079816159 0.037941183913669713 0.065646755111449934 0.063038572940474241 -0.11252241865806463 -0.018032352668016827 0.010708254167401662
leaf_weight=0.21702463577093922 0.18811590023687941 0.2394152240594849 0.53021885454654683 0.25763862776511715 0.73913628542140941 0.091666989155782086 0.17593137420044502 0.53465012158358138 1.2232697398721932 0.61365721988840849 0.30260709165895605 0.26144111342728138 0.57927251992077822 0.44432675286611811 0.22595645972069178 0.27702438578126021 1.001565312490128 0.88305555985061801 120.10670431602284 1.0789677209686486 0.44767505919662554 0.50923118647187948 0.2918957000365483 0.24887912813574076 0.42269583675079048 1.1347086271271098 1.7526750629767778 0.62116045610309789 1.6758658860635476 0.70932081181672402
leaf_count=175 20 16 5 5 71 15 9 202 81 141 204 6 37 56 71 18 55 28 2498 30 32 9 41 14 12 22 39 52 56 14
internal_value=0.00100954 -0.0382292 0.00113996 0.00082905 -0.0442362 0.00114063 0.000959804 0.019489 0.00483808 -0.0357594 -0.0490257 -0.0294026 0.00133492 -0.0391225 0.0220342 0.00156892 0.0279226 0.0502559 0.00106664 -0.0197711 -0.0481582 0.0219279 -0.00623537 -0.0435233 -0.00558684 0.00160849 0.0156874 0.00377545 0.0234112 -0.0468243
internal_weight=137.786 0.45644 137.329 135.041 0.927252 134.114 133.856 2.28814 1.75349 1.35364 1.17771 0.875098 132.503 0.76195 0.317623 131.741 2.46389 1.46233 129.277 3.27637 1.94934 1.32703 0.817799 0.540775 0.870371 126 5.89373 4.75902 3.42854 1.33048
internal_count=4034 191 3843 3555 91 3464 3459 288 86 360 351 147 3099 142 86 2957 120 65 2837 156 74 82 73 55 44 2681 183 161 95 66
is_linear=0
shrinkage=0.0923845


Tree=752
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 1 2 1 4 4 2 4 0 1 0 1 4 1 1 3 0 2 2 0 2 3 2 4 1 2
split_gain=0.279728 0.293323 0.502741 0.541687 0.500721 0.500027 0.811372 0.447086 0.429237 0.559433 0.864791 0.617819 0.779771 0.378509 1.2477 0.991796 0.585767 1.00605 0.661186 0.583919 0.527252 0.784285 0.984557 1.66992 0.928162 0.790631 0.704564 0.995795 0.894482 0.761254
threshold=83.468559576050012 85.667718326750006 0.18145000000000003 -0.013805 67.04476885710001 58.167480110400007 -0.13734499999999997 59.632689791450012 38.334060527150008 42.488347682450005 -0.074999999999999997 42.719328117250008 84.226704768850013 66.590419433100024 90.407470010750018 65.687097501250022 38.625745710700009 63.705703859100005 62.55235532115001 0.088350000000000026 93.399723909900004 -0.061874999999999999 0.070580000000000018 94.047642319350018 -0.068964999999999985 0.083495000000000028 -0.102645 40.098777110850008 66.964115113200009 -0.122095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -7 -9 10 -10 -11 -13 14 15 16 19 18 -18 -3 26 24 23 -23 25 -22 29 -28 -29 -15
right_child=-2 13 -4 4 -6 7 -8 8 9 11 -12 12 -14 20 -16 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00011280221510409211 -0.00074301745471037255 0.00011033886464515925 0.00093266610095990956 0.0018507723393740062 -0.0021510995411730092 -0.0021912745018440854 0.0017002516079346929 0.00040042007052299702 -0.0022306137476829067 0.0018916473996173091 -0.00011051253335968075 0.0012325147742492679 -0.0020411565985555056 -0.00033657129742548059 0.0012730046159435311 -0.001016939936067053 0.00020846972342384825 -0.0010530096235547427 0.001095399925436601 0.0012172344181134111 -0.0009906603149581123 0.0019724599789680739 -0.00014098759669146257 0.00038658991409391195 -0.0022947121592603471 9.1184189366400802e-05 -0.00014277521748749645 0.00048402691513444666 -0.0025322810576817838 0.0015882453874823165
leaf_weight=3.3740622606565012 1.2963611568197837 3.03475123271346 1.6377170984051179 0.13945390679873415 0.87094880356744397 0.50990873840783013 1.3203384748194347 2.3182841362286126 1.44863004173385 0.58655021851882327 1.5115196201659271 0.50319067802047335 0.62995583424344659 2.2214414947884511 4.6158749265596262 2.3979526683688155 68.284015196142718 2.3512862203642717 3.3920265883207312 4.6244284063577652 2.9026407191904573 2.9963947832584479 9.6035329357364372 17.244381908676587 0.70903772745805582 24.680730952459271 3.576907418202607 0.49136224691756103 1.6382256160795803 1.2259203642606733
leaf_count=188 771 32 37 4 164 61 19 87 103 8 25 76 70 64 55 27 604 40 40 40 387 23 205 230 30 507 47 7 73 10
internal_value=0.000164372 0.000171257 -9.20633e-05 -0.000219077 -0.00159877 -0.000104834 0.000397134 -0.00041869 -0.000289533 -0.00063132 -0.00114804 0.000258126 -0.000587434 0.000196325 0.000280452 0.000225965 0.000262451 0.000209042 0.000250443 0.000778656 8.54324e-05 0.000154304 0.000376045 0.000621358 -7.96e-05 -2.266e-05 -0.000351974 -0.000774785 -0.00183632 0.000347915
internal_weight=172.138 170.841 14.8506 13.2128 1.0104 12.2024 4.6944 7.50804 6.99813 4.67985 2.96015 1.7197 1.13315 155.991 88.7003 84.0845 81.6865 74.0273 71.676 7.65918 67.2906 58.1367 29.8443 20.2408 28.2924 27.5834 9.15386 5.7065 2.12959 3.44736
internal_count=4034 3263 842 805 168 637 207 430 369 282 128 154 146 2421 838 783 756 684 644 72 1583 1382 458 253 924 894 201 127 80 74
is_linear=0
shrinkage=0.00196078


Tree=753
num_leaves=31
num_cat=0
split_feature=0 0 4 4 2 3 0 1 2 0 0 3 1 1 1 2 2 1 4 4 1 4 4 4 2 0 2 0 4 4
split_gain=0.247645 0.822251 0.514854 0.83186 0.754252 1.37771 1.25244 1.24558 1.25122 0.47348 0.512499 1.24009 0.517786 1.20553 0.738097 0.522918 1.68341 1.5418 0.804121 1.06119 1.30047 1.13155 0.654611 0.607432 0.519521 0.512696 0.454027 0.644437 0.44987 1.27978
threshold=85.995710218650018 85.925810307250018 41.942745071500006 44.262924377150007 -0.086139999999999994 0.10507500000000002 85.705356740550016 61.45546440395001 -0.08786999999999999 86.135510041400025 86.329079026800017 0.087555000000000022 66.590419433100024 66.351146659450009 65.687097501250022 -0.06828999999999999 -0.055334999999999995 63.705703859100005 36.620308449100001 42.536568606950006 62.084563606450011 41.289992964000007 42.047301293400004 41.50623664750001 -0.087234999999999993 87.278104746850019 -0.083424999999999985 86.89903215050002 42.719328117250008 42.686561923500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 28 6 -6 7 -1 -9 -2 11 -11 13 14 15 18 -17 23 -12 20 21 -20 -23 25 -21 -18 -26 -28 29 -4
right_child=9 -3 3 -5 5 -7 -8 8 -10 10 12 -13 -14 -15 -16 16 17 -19 19 24 -22 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00090900786797092526 0.00066000804119197118 -0.0010698320227706887 -0.0010939186531381713 0.0003496704734487682 0.00021622212377457017 -0.0014824047427840954 0.0012716992162832969 -0.001995763515517474 0.00090413447283000715 0.0004275526445622793 0.0012326858839788162 -0.0012037834185617202 5.994203354963785e-05 0.0014697601042158873 -0.00083069210759865661 0.0020714835208560348 0.00061419309363278747 -0.0011545320232232406 -0.00011874379037478333 -3.2577694947977658e-06 0.00013227906725295235 -0.0026343300786584802 -0.00081526124826883709 0.00010480286274918006 0.0017385075248020018 0.0017469595134186893 0.0010819034755430836 -0.00049221045622317532 -0.0015037402145459677 0.00214532517147124
leaf_weight=2.4789512681454671 7.3538735182955852 2.6041495478712013 1.9244460476911611 3.8603233021131018 9.8344601733697363 2.2571238898672155 5.4302682504057884 1.7293047099301477 0.854803031310439 3.7072366196662179 2.4458840265870085 3.4669861514121294 65.563906306083936 3.2802336439490309 2.3444898268207899 2.4635940790176418 4.9168723896145803 2.3002134393900624 3.1696451306343141 3.7134707998484373 14.435028620064257 1.6397611275315287 1.4185582324862478 5.5776008162647486 1.8472773283720014 2.2341949120163918 3.1965841297060233 1.4550942480564115 2.2813401893727132 0.62000691890716542
leaf_count=154 58 31 103 187 148 27 21 137 4 27 20 36 2354 30 27 24 29 33 17 39 95 30 13 37 10 48 58 19 215 3
internal_value=0.000138826 -1.12381e-05 7.69182e-05 -0.000328774 0.000232947 -0.000100859 0.000617595 -8.39493e-05 -0.0010365 0.000176059 0.000148508 -0.0003608 0.000178458 0.000316136 0.000244949 0.000294578 0.000569109 0.000322834 0.000150459 6.47279e-05 -0.000190829 -0.00093972 -0.00179058 0.000589811 0.0005818 0.000968101 0.000916099 0.000589504 -0.000871487 -0.000304612
internal_weight=170.406 33.8752 31.271 8.68612 22.5849 12.0916 10.4933 5.06306 2.58411 136.531 129.177 7.17422 122.002 56.4385 53.1583 50.8138 17.4925 15.0289 33.3213 30.8754 20.663 6.22796 3.05832 12.7287 10.2124 7.15107 6.49896 4.65168 4.82579 2.54445
internal_count=4034 1030 999 508 491 175 316 295 141 3004 2946 63 2883 529 499 472 171 147 301 281 155 60 43 114 126 77 87 77 321 106
is_linear=0
shrinkage=0.00196078


Tree=754
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 1 0 0 3 3 4 3 4 1 1 2 2 2 4 4 2 0 4 3 1 2 2 1
split_gain=0.0758241 0.886707 0.663023 0.44841 0.385109 0.518728 0.873598 0.401482 0.440318 0.353265 0.410868 0.696854 0.600799 0.580243 0.524975 0.384175 0.340115 0.304895 0.671743 0.64382 0.515982 0.882029 0.302606 0.429892 0.752972 0.370207 0.355631 0.274987 1.07119 0.729801
threshold=66.590419433100024 90.407470010750018 65.687097501250022 90.767723400200012 92.313586825200005 90.767723400200012 67.300172379550006 67.649671936450019 92.501778894350011 87.350693116400024 0.088350000000000026 0.097450000000000023 42.388109226950007 0.084360000000000018 38.969453495950006 64.94239459915002 67.649671936450019 -0.061874999999999999 -0.068964999999999985 -0.054619999999999995 38.244973486750006 35.050303764500008 -0.011675 96.163458868000006 38.179089776100007 0.09013000000000003 75.077881750900005 -0.053159999999999992 -0.044409999999999998 62.132955852800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 5 6 -2 -6 -9 27 13 -12 15 14 -11 -13 -7 18 20 -19 21 -10 26 24 -24 -26 -21 -1 -29 -30
right_child=4 3 -4 -5 7 16 -8 8 17 10 11 12 -14 -15 -16 -17 -18 19 -20 22 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.0025936105174136051 0.058959393576865651 0.088039630142719649 -0.053544507601946789 0.017498707468277606 -0.0733643385385577 -0.10822836650717355 -0.08615977139875991 0.086322363659474613 0.01400775894089942 -0.029324943333206885 0.074330311548736816 0.064204529017566972 -0.022683591176971742 -0.03041336334243061 0.04902213160390069 0.005230043029414713 -0.029542721163414182 0.07106691018700842 -0.10904616997549971 0.040076100589262996 0.0008334742499051639 -0.091664181965940977 0.006715415759234105 0.005623020150973275 -0.022324090351275035 -0.11354787957179178 -0.0012057151027292134 -0.11549073374388476 0.00021368517314636617 -0.08801102212694073
leaf_weight=48.284356890901108 1.0969110864680254 1.6106709935702377 2.0079139042645684 1.7231856696307657 0.66890369122847815 0.89430695887131184 0.58901980654263741 0.56033173977630113 1.3692959836283791 1.1513600535690813 2.3013424035161716 2.1435848008841276 2.6401892155408859 3.4625038020312786 2.5182853285223246 1.9476705901324747 1.1733436523209091 1.4111457117978741 0.58336188799876154 3.9470903123728993 20.274222254171946 1.5623398298730533 2.1703135753050478 12.254342378696036 0.67031490076260514 1.0623197108507154 3.7685881370543939 0.87689669872634013 12.575225461368969 0.93029091520293228
leaf_count=1021 13 31 28 24 12 44 62 9 102 21 22 27 19 33 47 18 37 46 38 33 1087 194 30 460 34 41 122 16 308 55
internal_value=0.00119669 0.00300069 0.000997313 0.0515788 -0.00161241 -0.0313114 0.00825858 0.000603724 0.00160058 0.00238654 0.0150552 0.0286716 0.0130619 -0.00218984 0.0244405 0.0361293 -0.0635761 0.000633203 -0.00717742 0.00798203 -0.00461658 -0.0423074 0.00425304 -0.00322501 -0.0310057 -0.0782556 0.0199127 -0.00088135 -0.0125474 -0.00586343
internal_weight=138.23 84.1735 80.8396 3.33386 54.0562 3.75358 1.68593 50.3026 49.6337 78.8317 16.1649 9.03279 6.73144 7.13215 3.66965 4.09126 2.06765 49.0733 23.7892 25.2841 23.2059 2.93164 23.873 16.1573 3.90295 1.73263 7.71568 62.6668 14.3824 13.5055
internal_count=4034 1670 1615 55 2364 156 75 2208 2196 1587 187 86 64 101 68 45 81 2187 1421 766 1383 296 720 565 105 75 155 1400 379 363
is_linear=0
shrinkage=0.0961169


Tree=755
num_leaves=31
num_cat=0
split_feature=4 3 2 4 3 4 1 1 2 2 0 4 3 0 4 4 4 2 2 2 3 2 2 4 2 0 2 4 4 1
split_gain=0.0728594 0.183604 0.225773 0.16923 0.198381 0.35319 0.162085 0.561855 0.349472 0.369194 0.275661 0.361692 0.245296 0.225616 0.161186 0.180444 0.264833 0.216982 0.135653 0.190443 0.124497 0.117697 0.538496 0.545413 0.464536 0.455577 0.372436 0.823809 0.345453 0.560294
threshold=49.283271594150008 -0.25095999999999996 -0.18231499999999998 48.86568841230001 -0.41441 32.724174661450007 58.167480110400007 60.613977009100005 -0.43644499999999997 -0.013805 76.451683855550016 48.226196960950006 0.10507500000000002 67.04476885710001 44.421469061800003 48.226196960950006 47.927946529500012 -0.60918499999999998 -0.098419999999999994 -0.094519999999999993 0.11243000000000002 0.12427500000000002 0.15607500000000005 41.872294782850005 0.20167500000000002 88.17067284620002 0.086310000000000026 37.999598532650005 38.179089776100007 68.20618276945001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 20 -6 10 11 12 -10 -11 21 16 17 -16 -19 -20 -8 26 -23 24 -24 -26 -9 -28 -27 -30
right_child=1 2 -4 -5 6 -7 7 14 9 13 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 22 23 -25 25 28 27 -29 29 -31
leaf_value=0.085649859910492676 -0.097892218269258341 0.030917184321325876 -0.092593578785843553 0.030755626904364425 -0.095946928719403468 -0.066819544689302957 -0.09795958463880633 0.0012346656568421068 -0.092317146432850175 0.082705135624629764 0.091247167639468718 0.081132561082669225 0.091936427630732537 -0.098934859528162014 0.049985738460330359 -0.10656692871162712 0.074088428396460071 -0.094134289849092126 0.091986454032318143 -0.091421512251902773 -0.016983587770558275 0.076917314334128031 -0.039631309867261093 0.06966398202493769 0.079179628402822416 0.022155554271134349 0.036505701589417107 -0.11011324981629142 -0.10789800069370521 -0.0023829069522842763
leaf_weight=0.14942730259644932 0.21439988366455509 0.47070737277681474 0.16361315994276893 1.569674981647039 0.17368765175342549 0.75120531282846059 0.5682379744030176 118.22008121195563 0.26768428986906634 0.074830823694354787 0.84163817018270493 0.33092556521296501 0.076130567118525505 0.22408838482078863 0.17141984088084428 0.21698062883842795 0.21302806779021921 0.41757729988012215 0.091499477624893188 0.094318463383386897 0.2145711116027087 0.92049374750786128 2.1256928553302679 0.94094615748326838 0.68344237843848521 2.9298430145845487 0.546950277268478 0.73930666753949481 0.51398327341303263 2.0980307772479136
leaf_count=45 14 16 225 46 6 112 70 2561 97 4 12 8 2 84 9 24 13 195 2 88 9 19 48 31 20 97 9 56 30 82
internal_value=0.00102316 -0.025432 -0.000940505 0.00118805 0.00084323 -0.0415228 0.00112863 0.00074108 0.0267911 0.0385347 0.0566701 0.0135403 -0.0515181 -0.0534635 0.00119851 -0.0317771 -0.0153495 -0.0399396 -0.0654867 -0.00110874 -0.0757637 0.00150479 0.0108376 0.00429145 -0.00307438 0.00940836 0.000707256 -0.047767 0.000803903 -0.0231458
internal_weight=137.014 0.84872 0.634321 136.166 134.596 0.900633 133.695 131.706 1.98899 1.8153 1.51638 0.67474 0.343815 0.298919 130.924 1.20482 0.987843 0.774815 0.603395 0.185818 0.782809 129.719 10.2124 9.29194 8.35099 6.2253 119.506 1.28626 5.54186 2.61201
internal_count=4034 255 241 3779 3733 157 3576 3363 213 207 119 107 99 88 3284 331 307 294 285 90 79 2953 327 308 277 229 2626 65 209 112
is_linear=0
shrinkage=0.0905731


Tree=756
num_leaves=31
num_cat=0
split_feature=1 3 1 2 1 2 2 2 1 3 0 4 4 4 4 1 0 0 1 1 2 1 1 4 1 2 3 2 0 0
split_gain=0.0751966 0.232687 0.264752 0.165924 0.0867425 0.312643 0.321072 0.370939 0.19524 0.266254 0.17062 0.246669 0.34286 0.577722 0.52647 0.301196 0.317262 0.374031 0.221321 0.217596 0.433882 0.302464 0.400627 0.218451 0.195163 0.258334 0.16942 0.157667 0.215073 0.432188
threshold=83.468559576050012 0.094175000000000023 83.740093847200015 0.20949500000000004 80.677940036650014 0.061925000000000015 -0.041369999999999997 -0.078504999999999991 83.116371560950014 0.086230000000000015 98.142164052000012 40.80591513400001 41.243661560350013 41.827117825850003 42.310579034350006 72.752365468100024 101.86567856270001 102.11570516885001 80.468240302450013 76.279622535200005 -0.10423499999999999 75.634392583900009 75.408562100950022 40.241071441700008 80.468240302450013 -0.51146999999999998 0.090735000000000024 0.20949500000000004 89.953120586650016 92.313586825200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 10 6 7 8 9 -6 19 15 -13 -14 -15 -12 18 -18 -17 21 23 22 27 -21 25 -16 -19 -1 -29 -30
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 11 12 13 14 24 16 17 26 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00021173957202768736 0.086560164904986844 -0.095000989475290523 -0.09202164208143869 0.049041600143629488 -0.095112197528998743 -0.0059679046488491632 0.083400274225902959 -0.097397159968656305 0.089101306247014039 0.030170128656856414 0.01803414499797382 0.027551801295197385 -0.10108242284576256 0.055697144793471251 0.012274354592903538 -0.094927174549196774 0.069414369886224583 0.013934112424994809 -0.01887048028052437 0.028675254750534892 0.058484856799589043 -0.044516776803781112 0.044083869177634107 -0.10989927887252783 0.0084837006817371878 -0.095488855437680209 -0.10119388227452615 0.053573034307809519 -0.047819714828974014 0.03293194194057518
leaf_weight=113.50250406310079 0.21155507174898858 0.27081888499196793 0.20539054824314462 0.10256076911900891 0.16385472164756698 3.3846999324014178 0.80456111661624063 0.21477134665474307 0.34958289097994577 0.92337277156184427 0.73275424540042733 2.1417411506990902 0.57999496394768391 0.8653432643041018 0.26654758508084386 1.0772275721246845 0.34131383767817158 0.17072761778945278 0.44291802495717991 0.16190289630321775 1.3093110824192979 1.186476348855648 1.7803223836235691 0.22031303324183682 0.5329255734977778 0.57867427937071558 0.27177971330820583 1.0705678769008948 0.83548939239699427 1.5568870667957524
leaf_count=2343 9 117 600 45 89 87 21 28 6 33 5 32 24 19 20 117 5 28 3 9 62 18 20 46 6 120 25 39 33 25
internal_value=0.000923077 -0.0269338 0.00854967 -0.0450416 0.0010856 0.0118827 0.0364818 0.0136256 0.0302211 0.011289 0.000599088 -0.0122118 0.000224484 -0.0205045 0.000326761 -0.032546 -0.0486325 -0.00182621 -0.0727669 0.00144195 0.0337005 0.000986977 0.00144164 -0.0512005 -0.0344405 -0.0615049 -0.0567753 0.000792584 0.0198305 0.00473105
internal_weight=136.257 0.790325 0.519506 0.307951 135.467 5.84084 2.45614 1.65158 1.43681 1.08723 129.626 8.00195 4.96523 2.82349 2.24349 3.03672 2.30397 0.783821 1.52015 121.624 1.69153 119.932 118.746 0.382216 1.37815 0.845222 0.442507 116.965 3.46294 2.39238
internal_count=4034 771 654 645 3263 264 177 156 128 122 2999 404 221 189 165 183 178 58 120 2595 117 2478 2460 55 146 140 53 2440 97 58
is_linear=0
shrinkage=0.0905731


Tree=757
num_leaves=31
num_cat=0
split_feature=0 3 4 0 3 3 3 2 1 1 4 4 4 0 4 4 4 2 3 2 2 0 2 4 1 4 2 2 0 3
split_gain=0.0802074 0.175314 0.0756356 0.170925 0.249315 0.279582 0.164101 0.231703 0.177444 0.48461 0.155395 0.339728 0.168262 0.397051 0.140088 0.161638 0.238208 0.194304 0.123907 0.121321 0.172865 0.114003 0.155617 0.101913 0.585627 0.535229 0.407425 0.760688 1.70345 0.535522
threshold=71.131225215400022 0.049900000000000007 48.86568841230001 95.469836670350006 -0.11303999999999999 0.07772500000000003 -0.41441 -0.073609999999999995 58.167480110400007 60.613977009100005 39.458743938000005 35.782584506850007 42.066503896600004 71.440397900400015 44.421469061800003 48.226196960950006 47.927946529500012 -0.60918499999999998 0.11243000000000002 -0.098419999999999994 -0.094519999999999993 95.808582394800013 -0.51146999999999998 38.400997490450003 65.611820673600008 38.748048509250005 -0.053159999999999992 -0.093879999999999991 89.493394246350007 0.09180000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 7 -2 10 18 11 -8 -12 -14 23 16 17 -16 -10 -19 -21 -5 -23 24 -11 -25 27 29 -29 -26
right_child=2 -3 3 21 5 -7 8 -9 9 14 12 -13 13 -15 15 -17 -18 19 -20 20 -22 22 -24 25 26 -27 -28 28 -30 -31
leaf_value=-0.10914486057158995 -0.10605832451478986 0.019145684798830814 0.034877571022617453 0.10607491991189244 -0.10957537968374137 0.019927682022973344 0.088156559008039537 6.2924901933637201e-05 -0.10748120126558616 0.031492474029352902 0.081703920227646817 -0.10883556670975168 0.10251535078252863 -0.083961443355050958 0.051175649628307854 -0.11604548739225773 0.080542400787659105 -0.10356365351413417 -0.016926017095446198 0.10140944273148361 -0.10086492893344932 0.088599844570336136 -0.10108872533468838 -0.049341835396427947 -0.043962444829174122 0.0011272744622909288 0.011099287813684206 0.10710905991349579 -0.13132704051798158 0.023889529761176174
leaf_weight=0.20463283294884504 0.34601286243014329 0.22216436750022694 1.0444991689000742 0.32367858290672291 0.3261280703300139 0.34102644307131413 0.15479675075039168 0.50752603339242242 0.51264813684974697 6.9968248097211498 0.73366905166767515 0.20150969229871407 0.2171308845281601 0.24082227032704395 0.16665165866288589 0.19850638330353831 0.19812960608760477 0.37890871804029302 0.21425291476771235 0.082890085875988007 0.086172636562422467 0.099404523600242212 0.076557278522841332 2.1444604343851088 1.8763183733529443 104.40488476699647 8.4468178698725715 0.38440563311451192 1.358626389459914 3.0605097692659911
leaf_count=175 55 16 20 2 39 27 7 36 67 152 15 41 3 38 9 24 13 195 9 2 88 8 192 60 150 2143 228 5 121 94
internal_value=0.000917726 -0.0423647 0.00105444 0.0193969 0.0043758 -0.0433779 0.000749269 -0.0429572 0.00103176 0.000632551 0.0346902 -0.0232527 0.0520157 0.00445343 0.00108859 -0.0342643 -0.0164785 -0.0433776 -0.0807902 -0.0721336 -0.00169144 0.0708556 0.00607034 0.00139391 0.00757007 0.00011151 -0.0034952 -0.0219502 -0.0787427 -0.00189867
internal_weight=135.551 0.426797 135.124 2.21129 1.71165 0.667155 132.912 0.853539 132.059 130.511 1.54793 0.356306 1.19162 0.457953 129.784 1.11126 0.912753 0.714623 0.726901 0.547971 0.169063 0.49964 0.175962 128.673 22.1235 106.549 15.1267 6.67986 1.74303 4.93683
internal_count=4034 191 3843 288 86 66 3555 91 3464 3360 104 48 56 41 3284 331 307 294 76 285 90 202 200 2953 750 2203 598 370 126 244
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 0 0 3 1 4 1 2 2 0 2 1 4 4 2 2 2 4 0 0 4 1 4 2 3 4
split_gain=0.301228 1.32604 1.4465 0.763097 1.24375 0.560005 1.11424 0.847177 0.750916 0.864971 0.566407 0.478992 0.952912 1.11504 0.903239 0.578482 0.934833 0.920371 0.676561 0.662788 0.574577 1.59317 0.517355 0.607941 0.72841 1.42548 0.984828 0.539515 0.511929 0.529791
threshold=66.590419433100024 90.297243227400017 89.953120586650016 38.400997490450003 64.94239459915002 91.937202686950016 91.394134144600017 0.13377000000000003 67.300172379550006 47.927946529500012 67.649671936450019 -0.061874999999999999 -0.016334999999999999 94.047642319350018 -0.068964999999999985 68.910558799650019 38.244973486750006 35.050303764500008 -0.59502499999999992 -0.54526999999999992 0.048475000000000011 36.957836847500012 93.805681087600007 93.953546284800012 39.184300550350009 70.776348742200014 39.952536079750011 -0.079634999999999997 0.083495000000000028 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 10 -2 -10 -7 14 13 -13 15 -12 17 -17 -18 -20 21 -14 -21 -24 -25 -26 -27 28 29 -28
right_child=5 -3 -4 4 -6 7 -8 -9 9 -11 11 12 20 -15 -16 16 18 -19 19 22 -22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=0.00065786381326785536 0.00083732774151045754 0.0011195995398641575 -0.0018639209005631287 0.00014426771849182526 -0.0018415513701525751 -0.0014761200966730082 -0.0022759205279272651 -0.002139749494400078 -0.0023273800988615288 0.0014630452199358927 0.0010894345356534546 0.001950296574386297 0.0015697613744713405 0.00043037022375887191 -0.0022770742142152905 0.0001895848925814917 0.00098990528460299407 -0.001853758969759542 -0.0015077340972479106 -0.0014503915322258648 0.00017919532932231315 -0.0017605049246870617 0.0018208626674361043 0.00091851787117364666 -0.0019953906469574721 -0.0021414146028531922 -0.0021028782421367966 0.00093584493789662291 0.0001136712171644614 0.0013148626916205291
leaf_weight=11.305224356867255 1.6589239290915427 5.7670046789571634 1.3500832505524147 80.729089290063712 1.2310782188287692 0.85837443917989631 1.1790146012353941 0.65296302193746569 0.80374197864148278 0.32508383149979636 1.7662739264196741 2.4051782824099091 0.77801883422217288 8.1226949396659602 0.68432387073698819 1.4385556452689372 2.7274602865036348 2.0627100137626257 1.1317666789254968 0.86211866760276379 17.839200513919423 1.9035308467464345 0.76001501316204922 2.9726904218041481 1.4449711400375225 0.74444745757500541 0.79405362602302776 2.8235459923307493 9.1620106855589238 0.22344460314798198
leaf_count=288 17 64 20 1245 53 14 54 58 65 7 27 21 10 170 36 91 76 189 85 17 428 123 8 44 67 54 248 32 241 182
internal_value=0.000139092 0.00020678 0.000151142 0.000180311 0.00011444 3.63357e-05 -0.000677953 8.19195e-05 -2.12993e-06 -0.0012358 0.000105506 0.000127891 0.00029803 0.00077761 -5.05832e-05 2.11227e-06 -6.86305e-05 -0.00101422 7.13793e-05 -4.83795e-05 5.19879e-05 -0.000794269 3.50906e-05 0.00010276 3.08764e-05 -0.000142807 5.1914e-05 0.000177486 -3.28643e-05 -0.00135234
internal_weight=166.508 100.382 94.6155 93.2654 81.9602 66.1251 3.96676 62.1583 2.78775 1.12883 61.5054 60.647 31.0486 10.5279 29.5984 28.9141 27.1478 3.50127 23.6465 20.9191 20.5208 2.68155 19.7873 18.9252 18.1652 15.1925 13.7475 13.0031 10.1795 1.0175
internal_count=4034 1670 1606 1586 1298 2364 143 2221 89 72 2163 2149 752 191 1397 1361 1334 280 1054 978 561 133 893 876 868 824 757 703 671 430
is_linear=0
shrinkage=0.00196078


Tree=759
num_leaves=31
num_cat=0
split_feature=4 0 2 0 4 4 2 2 0 1 1 4 0 0 3 1 0 1 3 4 3 0 0 3 3 1 4 3 4 4
split_gain=0.297362 0.567574 0.663265 0.5748 0.789734 0.685806 0.53119 0.680432 1.16135 0.517372 0.465831 0.425489 0.486624 0.401406 0.379149 0.373369 1.10216 0.567307 0.657857 0.561002 0.599391 0.753527 0.67374 0.567709 0.70702 0.893171 0.790314 0.484974 0.382278 0.753851
threshold=42.094663496250007 86.329079026800017 -0.097294999999999993 86.83719761350001 43.218894539100006 42.233786329550007 -0.086719999999999992 -0.086139999999999994 85.764502819450016 61.977025281250008 62.036171360100006 42.066503896600004 75.462331263550013 67.04476885710001 0.098105000000000026 64.407391431150018 88.17067284620002 65.29995953045001 0.093325000000000033 41.218101594450012 0.12201500000000003 97.991610396700011 89.582113364650013 0.082535000000000011 0.091290000000000024 70.776348742200014 41.827117825850003 0.087795000000000026 40.80591513400001 40.720231579350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 14 4 10 -5 -4 -8 9 13 -3 12 -1 -9 -2 16 -14 18 -17 20 22 -22 -19 -21 25 -25 -26 -18 29 -24
right_child=1 3 6 5 -6 -7 7 8 -10 -11 -12 -13 15 -15 -16 17 27 19 -20 23 21 -23 28 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0019779576848521119 0.0002167202427293713 0.00048015859821777247 -0.0021221698422514861 -0.0017098482989170935 -0.00052973891483331997 7.3480847552652188e-05 0.0022166892228906274 0.0018484927189221891 -0.0021471331767216805 0.0010608677422177266 0.0016488891697794836 0.0012363422389143159 0.00024549272905182465 -0.0020601325836409074 -0.0013406812897008894 -0.0024019029685840854 0.0006401423885057521 0.0013983954757007819 6.1503811284069272e-05 -0.0023135506439071894 -0.002033669855701564 0.00028519874002789261 0.00017417772174992984 -0.0012031646403432386 -0.001721069062250993 0.0010639460704438555 0.00067012714909290996 0.0020649595458438748 0.00071499853584541784 -0.0015221657616775943
leaf_weight=0.39430840941349643 5.5002987227708218 2.8306363895535496 1.1071042949333785 0.85849204607075336 1.6585979126393793 24.201837470953251 0.30880111455917347 0.12903649522922833 1.4129989068023858 1.0953942405612904 2.4425987862050533 1.5326819991460059 57.523398438250297 0.46521049949660664 0.67471500858664502 0.74554776272270717 1.8351767044514411 1.8466339134029102 0.94519372784998268 0.55892963518272054 1.0284364341350731 1.1315818388102341 43.104729852518858 0.95894205011427436 1.7914951525744984 2.2029291506623849 0.75551664549857367 1.8386609368026254 4.8405150011822107 1.0313015131760028
leaf_count=230 226 14 58 25 11 1055 1 4 51 64 67 15 531 114 16 27 32 32 16 68 19 44 1034 28 63 46 15 24 88 16
internal_value=0.000161062 1.98986e-05 -0.000371177 0.000150618 0.000650348 1.23893e-05 -0.000942039 -0.000559055 -0.000835321 0.00026171 0.00102152 0.000209631 0.000196788 -0.0012114 4.65502e-05 0.000203809 0.000311993 9.51713e-05 -0.00102476 0.000127129 0.000192751 -0.00081887 0.000235746 -0.000427593 -0.000242948 0.00037637 -0.00101177 0.00135323 0.000191909 0.00013454
internal_weight=166.752 42.6857 10.6936 31.9922 6.93183 25.0603 4.51855 3.41144 3.10264 1.68964 5.27324 124.066 122.533 0.594247 6.17501 122.139 61.1972 60.9418 1.69074 59.251 52.9832 2.16002 50.8232 6.26781 5.70888 3.16187 2.54701 3.67384 48.9765 44.136
internal_count=4034 1706 534 1172 92 1080 292 234 233 182 81 2328 2313 118 242 2083 587 1496 43 1453 1233 63 1170 220 152 74 78 56 1138 1050
is_linear=0
shrinkage=0.00196078


Tree=760
num_leaves=31
num_cat=0
split_feature=1 0 0 3 2 0 0 1 3 1 0 0 2 2 1 0 0 2 3 3 1 2 2 2 3 1 2 0 1 4
split_gain=0.358927 1.30356 0.948644 0.545675 0.541262 0.527764 1.1882 1.30639 0.888801 0.574988 0.531644 0.802986 1.00404 1.04367 0.780597 0.733119 1.09694 0.709353 0.721672 0.656801 0.94048 0.621237 0.609569 1.54582 0.538149 0.466879 0.434454 0.407926 0.774054 1.0478
threshold=66.590419433100024 90.297243227400017 89.953120586650016 0.09091500000000001 0.20949500000000004 91.937202686950016 90.767723400200012 67.300172379550006 0.13377000000000003 67.649671936450019 93.953546284800012 96.163458868000006 -0.122165 -0.102645 71.658163008950012 94.625660817400004 94.114853772600014 -0.011675 0.087555000000000022 0.085035000000000013 71.104340634100012 -0.18231499999999998 -0.061874999999999999 -0.10623499999999998 -0.10747999999999999 83.740093847200015 -0.14910499999999999 87.170566421650008 65.611820673600008 41.481306584950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 27 6 7 -2 9 -7 17 12 21 -14 15 16 -15 22 -19 -17 -21 -12 23 26 -13 -26 -11 -1 29 -29
right_child=5 3 -4 -5 -6 8 -8 -9 -10 10 11 24 13 14 -16 19 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00010020762090626282 0.001414799077944471 0.0015930710059578789 -0.0015100694283728816 0.00033254806030279293 0.0013331688073762241 -0.0015113736201059079 -0.0019222569861327655 -0.0018321687701348503 -0.002132197186161814 0.00060761369798031266 -0.00084809509283361589 -0.0020372698259191859 -0.0023365233383098537 0.00027810698633260437 -0.0022900809085988991 0.0012928931003074902 -0.0022012753030074836 0.00063708998752317258 -0.0010895194793455359 0.00043279791745800926 -0.0021083939337333854 0.0014719941706555397 0.0019278215579857565 -0.0012003638739396599 0.00023399711791793939 -0.0013107026916328222 0.0021239211765196938 0.0010232188288483083 -0.00061667396934129938 0.00012648460096460287
leaf_weight=68.523780315881595 1.3880912789609281 3.6472730711102477 1.2710079737007607 2.0695699527859688 1.5803385729668651 0.83066304959356685 1.644011976837646 0.72535364419309178 0.68783159206213795 1.4630030735861508 0.62658331585407756 0.41612062534021887 1.2807739436393593 1.3176591731607907 0.77891614143300092 1.5726854344829915 1.4312293623806907 2.1359624823380714 1.6493926290422676 1.9484965740703049 0.78571959305554617 1.5203987092972955 1.7883585914969442 1.3168060453608634 38.99305104614178 0.76707192057892726 1.4430899471044538 9.1318471357226425 2.542104492429643 11.097979404032229
leaf_count=1334 13 48 20 16 39 14 68 62 58 34 54 195 112 12 38 17 63 28 25 39 40 50 17 19 746 652 8 108 25 80
internal_value=0.000153312 0.000227637 0.000172433 0.00113675 0.000195459 4.17172e-05 -0.000672081 0.00030041 8.44567e-05 0.000109022 0.000131003 5.12711e-05 -0.000411437 -0.000695565 -0.00042731 -0.000221671 -0.0010128 0.000549649 -0.000115245 0.000283269 -0.000297453 0.000794891 0.00096834 0.000562008 0.00018098 0.000204196 0.00136057 0.000175765 0.000403126 0.000531275
internal_weight=166.375 99.8639 94.1471 5.71684 92.876 66.5113 3.75746 2.11344 62.7538 62.066 61.2353 51.4387 11.2625 9.11548 7.83471 7.05579 2.74889 9.79661 3.78536 4.3069 2.73422 2.14698 6.01126 4.2229 40.1762 39.7601 2.90609 91.2957 22.7719 20.2298
internal_count=4034 1670 1606 64 1586 2364 143 75 2221 2163 2149 2018 425 321 209 171 75 131 53 96 79 104 78 61 1593 1398 42 1547 213 188
is_linear=0
shrinkage=0.00196078


Tree=761
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 2 4 3 0 4 0 1 4 0 1 2 0 0 1 3 1 1 0 1 0 3 0 0 3 2
split_gain=0.478366 1.39639 1.32982 0.49294 1.15533 1.22505 1.50287 1.01616 0.753928 1.36666 0.771672 0.64131 0.485261 1.37846 0.657579 0.571487 0.484019 1.09828 1.18282 0.845262 0.637137 0.497622 0.684465 0.951874 1.06712 0.74329 0.727288 0.967206 1.31952 0.578695
threshold=66.590419433100024 90.297243227400017 89.953120586650016 36.491284729650012 64.665483411650015 -0.073609999999999995 43.426640904350009 0.085820000000000021 87.009258933850006 41.481306584950012 86.89903215050002 62.095317438950012 43.272784938550004 86.256490657300006 61.622148808000013 -0.095854999999999996 91.937202686950016 90.767723400200012 67.300172379550006 0.13377000000000003 67.649671936450019 68.910558799650019 93.399723909900004 69.873026810350026 93.692765846100016 -0.10747999999999999 93.953546284800012 94.625660817400004 0.10371000000000001 -0.16048499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 -6 -1 10 -10 12 -11 14 15 -5 -14 17 18 -2 20 -18 -22 -23 -24 -25 -26 -27 28 29 -28
right_child=16 -3 -4 4 5 -7 -8 -9 9 11 -12 -13 13 -15 -16 -17 19 -19 -20 -21 21 22 23 24 25 26 27 -29 -30 -31
leaf_value=-0.00057177020912469606 0.0013675330505580224 0.0011560369857317619 -0.001761547168977425 -0.00065038725967703063 -0.0027066005218513061 0.00065255004253459976 0.0010650718346718953 0.0013345484702226716 0.0012838070812714083 -0.00072714234387613065 -0.0013096433742879935 0.00040766300405049925 0.00027548897999526983 -0.0030109946147701436 0.00024900886538611541 -0.0015809440016958931 -0.0016442153372155154 -0.0018487583244230074 -0.0017435144729096809 -0.0021316451522838181 0.00078358425832149097 -0.0012771177724150843 0.0011226136392216287 -0.0022241871607024859 -0.0015445092318759311 0.0010545574766038142 0.00066171986177483136 0.00012423439568788773 0.0016937569347328721 -0.0017750651878460366
leaf_weight=1.5083136707107758 1.352994294138625 5.9330162871628991 1.343336809426545 3.3060096635235814 1.6992956406902529 1.1982355484651623 0.53375825250986952 3.7426242028304841 6.5602414514869478 2.4682161249220362 1.4224342480301846 8.5365609768778068 3.8387049361408572 0.68665631301701058 57.20895405835472 0.76451102375722158 0.80973048787563939 1.6722663052350979 0.71983324421307759 0.66956346037477388 3.9052561579737803 1.4348386731289782 3.2580670664174241 0.79509641043841739 1.0795335382770108 2.8907012924901272 0.43548126512905661 43.039802275729926 0.62152142566628743 2.6842515340831588
leaf_count=130 13 64 20 213 30 38 61 65 80 36 14 52 145 9 631 82 14 68 62 58 41 30 36 18 227 35 8 1636 7 111
internal_value=0.000148465 0.000233219 0.000175476 0.000203313 0.000168575 -0.00094685 -0.00180507 0.000786965 0.000213713 0.000575427 0.000119205 0.000153142 0.000150091 -0.000419414 0.000199874 -3.2831e-05 1.78364e-05 -0.000666576 0.000287156 5.94306e-05 8.34988e-05 0.000106759 5.97605e-05 9.47613e-05 2.97944e-05 6.51064e-05 0.000100089 4.11101e-05 -0.000915161 -0.00143492
internal_weight=166.12 100.751 94.8179 93.4745 88.2236 3.43129 2.23305 5.25094 84.7923 17.565 67.2273 11.0048 65.8048 5.28987 60.515 4.60322 65.3689 3.74509 2.07283 61.6238 60.9543 60.1445 56.2393 54.8045 51.5464 50.7513 49.6718 46.7811 3.74125 3.11973
internal_count=4034 1670 1606 1586 1391 129 91 195 1262 168 1094 88 1080 236 844 227 2364 143 75 2221 2163 2149 2108 2078 2042 2024 1797 1762 126 119
is_linear=0
shrinkage=0.00196078


Tree=762
num_leaves=31
num_cat=0
split_feature=0 3 3 4 4 1 4 0 4 3 0 3 3 0 3 2 3 3 1 3 2 1 2 2 4 4 3 3 4 0
split_gain=0.0824268 0.274821 0.373357 0.282942 0.220282 0.415189 0.31176 0.359512 0.29634 0.255227 0.372178 0.236624 0.245521 0.202251 0.201421 0.188327 0.139306 0.515461 0.546385 0.203195 0.270814 0.316988 0.117822 0.478509 0.338808 1.01498 0.491805 0.524179 0.413665 0.351701
threshold=85.705356740550016 0.10184000000000003 0.094175000000000023 40.377444152000002 41.243661560350013 61.853356207250009 37.999598532650005 84.390700714750025 39.458743938000005 0.09062000000000002 85.683849075550015 0.087795000000000026 0.087555000000000022 85.764502819450016 0.11334500000000002 -0.26894999999999997 -0.15572 -1.0000000180025095e-35 57.772276765200012 -0.25095999999999996 -0.23349 57.041016153700006 -0.117885 -0.122095 40.241071441700008 40.098777110850008 0.08376500000000002 0.080515000000000017 39.952536079750011 87.638358136350021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 15 -8 10 11 12 16 -2 -3 -1 19 -18 -19 20 21 -6 23 24 25 28 27 -26 29 -15
right_child=13 14 3 -5 9 -7 8 -9 -10 -11 -12 -13 -14 22 -16 -17 17 18 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.07503897632424722 0.028314783525002975 0.025083178351812875 -0.0085691166242920103 -0.10541015815767822 -0.096975149402982713 -0.10235751671126365 -0.10126834886375705 0.093010382901236074 0.016166352453811379 0.036704773042630465 -0.099641254688220368 -0.092104224738761634 0.098078304022817697 0.030821119860186128 -0.020931877268719479 -0.091638015990341742 -0.099059048725688867 0.082712343767272295 -0.092425171473565618 0.054852029997097658 0.02717053472184271 0.017877488189604249 3.3777393122843705e-05 0.047741772115878316 -0.0044704223654569962 -0.12809748529974987 0.020840083559812279 -0.1070631851210303 0.046792528912184446 -0.025523540055761108
leaf_weight=0.078346865455387049 2.3362212777137747 3.0793773149052859 0.41548249425250083 0.6121629676053999 0.43038941246777551 0.53416166852184677 0.40045599942095578 0.38562589697539806 0.31488711590645835 1.2716776452143674 0.34544114209711541 0.22362175289890718 0.2136961668729781 1.158164881169802 1.0452633745735509 0.1916308728978019 0.48228980715793945 0.43770639551803747 0.21936566891963594 0.62613538025470816 0.95746772925485868 0.36373703752178699 98.315378564768253 2.1652573734754688 3.1008814581086876 0.57847280441637838 10.676120028184412 0.47054460625599848 1.1344657456502316 4.2208195899848988
leaf_count=3 30 37 17 30 41 128 23 7 35 23 10 36 1 10 47 102 123 22 100 30 59 8 2053 24 439 11 205 86 9 285
internal_value=0.00120818 -0.00576314 -0.0150681 -0.0662568 -0.00803234 -0.0346189 -0.00822595 0.0368906 -0.0495747 0.00105857 -0.00948376 -0.00160797 0.00381633 0.00191729 0.0134221 -0.0432688 -0.00191096 -0.027951 0.0242421 0.0105669 -0.00526347 -0.0443687 0.00141105 0.0071719 0.00305538 -0.0131207 0.0111072 -0.0179873 -0.00290933 -0.0133918
internal_weight=136.785 12.6289 8.50428 1.02765 7.47664 1.90511 1.37095 0.655604 0.715343 5.57153 4.29985 3.95441 3.73079 124.156 4.12464 0.269978 3.51709 1.13936 0.657072 2.37773 1.75159 0.794126 121.82 23.5047 21.3395 7.09192 14.2475 3.57143 6.51345 5.37898
internal_count=4034 882 798 47 751 298 170 112 58 453 430 420 384 3152 84 105 383 245 122 138 108 49 3122 1069 1045 315 730 525 304 295
is_linear=0
shrinkage=0.0905731


Tree=763
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 4 4 4 1 1 1 0 2 2 2 4 3 2 4 3 3 0 3 0 0 2 2 2 3 4
split_gain=0.0779124 0.432121 0.362122 0.226427 0.405231 0.340539 1.05045 0.821638 0.559071 0.68985 0.590182 0.503076 0.491131 0.487915 0.703572 0.56924 0.588083 1.08473 0.430154 0.589273 0.488844 0.324523 0.300133 0.718726 0.593678 0.727809 0.486563 0.491495 0.655317 0.641893
threshold=85.995710218650018 86.135510041400025 85.925810307250018 0.084360000000000018 0.083950000000000011 41.243661560350013 41.872294782850005 41.147265497500008 62.095317438950012 62.116825104000007 70.776348742200014 96.531777631850005 0.13006000000000004 -0.083064999999999986 -0.088224999999999984 43.047778594550003 0.088220000000000021 -0.13953999999999997 44.169240047700008 0.086520000000000027 0.08674500000000003 91.394134144600017 0.08729000000000002 86.329079026800017 87.638358136350021 0.04932000000000001 0.0023400000000000005 -0.059424999999999999 0.094725000000000018 36.491284729650012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 7 8 22 -7 -10 -11 -12 13 14 15 16 -8 -18 19 -17 -21 -20 24 -24 -5 -26 27 28 -25 -30
right_child=1 3 -4 5 -6 6 12 -9 9 10 11 -13 -14 -15 -16 18 17 -19 21 20 -22 -23 23 26 25 -27 -28 -29 29 -31
leaf_value=-0.00023033448002373171 0.026990967104286005 0.0063281885363261998 -0.042153956595515261 0.035514468492980976 0.084260555262054115 -0.083620578045673619 0.037395287670125198 0.07826364716368818 0.039010305135566178 -0.08293818688505869 0.039770953404510263 -0.055046623688982055 0.072468294035790207 -0.018241687589227111 0.04879370016673959 -0.11965418093226093 0.023516040527993293 -0.11886684770712648 0.085512011873099716 0.03676451290809353 -0.072963847862604403 -0.030386499261514172 -0.05431943269038049 0.022353288112101497 -0.082714106952941444 0.0062942929762934904 -0.013914594054313483 0.03412769493051189 0.024609176379350884 -0.026761575347298405
leaf_weight=23.499949752931574 6.1636599046178153 28.306355767302652 2.0711907735094419 1.223525971174239 0.63012625196279159 2.0938594713807133 3.770626973724573 1.3139348477125157 1.2028535380959509 1.8896932683419438 1.0126087325625124 1.0561375633405985 0.83601775650640675 10.114182244636138 3.2287739413004664 0.8747204750543468 1.4457500810312924 0.75113424802111683 0.40062779281288374 0.71961879078298785 0.78343886758375447 0.50396832210572029 1.8650133758783329 10.528632523595659 1.8776274817505512 1.5487458118750508 8.1248974396930844 7.3686507577913352 3.2053168094780613 7.5172013351111673
leaf_count=999 58 1278 31 8 26 37 37 24 7 41 13 46 29 286 43 14 36 30 7 4 45 35 14 196 87 49 189 100 85 180
internal_value=0.00115447 0.00226217 -0.00362603 0.000799322 0.00802526 -0.00197905 -0.00977179 0.00338541 -0.0417301 -0.0247357 -0.0441063 -0.00863537 0.000124646 -0.00255233 0.0101642 -0.00331988 0.014364 -0.0251659 -0.0354699 -0.0569314 -0.0204292 0.0209427 0.00111112 0.00388948 -0.0219586 -0.0424817 0.00684393 0.0127371 0.00532007 -0.0114052
internal_weight=135.929 110.358 25.5711 104.194 28.9365 75.2576 30.684 44.5735 7.25515 5.16129 3.95844 2.06875 23.4289 22.5928 12.4787 9.24989 5.96751 2.19688 3.28237 2.37778 1.50306 0.904596 43.2596 38.6097 4.6499 3.42637 36.7447 28.6198 21.2512 10.7225
internal_count=4034 3004 1030 2946 1304 1642 710 932 144 107 100 59 566 537 251 208 103 66 105 63 49 42 908 764 144 136 750 561 461 265
is_linear=0
shrinkage=0.0961169


Tree=764
num_leaves=31
num_cat=0
split_feature=0 3 1 0 3 0 4 0 0 3 0 3 2 2 4 0 4 4 2 2 2 2 2 2 2 0 3 0 0 1
split_gain=0.0804144 0.150616 0.0827155 0.75788 0.569332 0.524264 0.589251 0.706927 0.591956 0.45677 0.370036 0.355207 0.37128 0.369724 0.350387 0.592017 0.358284 0.548843 0.536729 0.796086 0.431531 0.372665 0.357031 0.91274 0.634117 0.64753 0.558888 0.338449 0.6778 0.794769
threshold=71.131225215400022 0.049900000000000007 66.590419433100024 90.297243227400017 0.09091500000000001 89.813320763900023 36.491284729650012 89.582113364650013 89.582113364650013 0.11660000000000002 89.415428960600011 0.10335500000000002 -0.10423499999999999 -0.122095 38.400997490450003 85.812895065800021 40.241071441700008 40.467253020850002 -0.056724999999999998 -0.075639999999999999 -0.030380000000000001 -0.13734499999999997 -0.0034049999999999996 0.010890000000000002 -0.026144999999999998 86.565663342300013 0.094375000000000028 91.937202686950016 90.767723400200012 67.300172379550006
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 9 10 11 12 13 -2 15 -8 18 -18 19 21 -20 -16 24 -24 -19 -26 -25 28 29 -4
right_child=2 -3 27 4 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 16 -17 17 22 20 -21 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.10710511255161476 -0.056060099043870104 0.013065641796351456 0.058035118761185105 0.072567639903842046 -0.0010956227617473849 -0.04484134220959457 -0.0034898468265614352 -0.072019439372396132 0.10396467460955201 -0.096416576662685258 0.1010596124791122 0.099734954638383361 -0.10667816395979776 0.099682073607192917 -0.049752981472128616 0.074896250972929096 0.042160949153173553 0.00061959868485526924 0.046759254366980987 -0.084724573341560958 -0.012940320794363884 0.0080977553914644909 -0.11977522566624574 -0.074528307801347768 -0.0042466660360347954 0.092599056582407885 0.022678477700738491 2.1150737291559622e-06 -0.092724198905616895 -0.088558852941037353
leaf_weight=0.18689473347330832 0.29439629987609828 0.21622806659433991 1.0113713284954422 2.5631151222623876 1.6626495048403738 2.3308912180364123 2.1049167600576761 1.2668674532324065 1.0524774789810178 0.30855827406048764 0.53304350748658169 0.28066189121454954 0.34557410448905967 0.29165356978774071 1.6137852187966926 1.6536460146307943 3.3245288049802175 45.739785023499273 1.8475218235980717 2.0233249347656965 3.1445837970823032 3.1779507994651794 0.81589107986656673 0.76856962650344973 1.1931740156724111 1.4950845958665011 2.1839146235724911 49.682855148986846 1.1489829221827674 0.54812978121844924
leaf_count=175 87 16 13 48 16 33 57 19 8 11 8 9 26 6 28 25 31 783 12 18 38 27 18 69 44 26 32 2221 68 62
internal_value=0.00107416 -0.0426476 0.00120529 0.00314912 0.0435844 0.000952591 0.00236713 0.000572028 0.0441786 0.0135423 0.032982 0.00304824 -0.0260797 0.0214465 0.00186571 0.0309975 0.000239443 0.00353751 -0.0152691 -0.0331592 0.00915382 -0.0113855 0.00107748 -0.0279897 0.00333932 0.0496144 -0.0026257 -0.00183771 -0.0355864 0.00651061
internal_weight=134.811 0.403123 134.408 82.0166 4.22576 77.7908 75.4599 72.3535 3.10637 2.05389 1.74533 1.21229 0.931624 0.58605 71.0867 3.75856 67.3281 55.5209 11.8072 6.81506 4.99211 4.79174 52.1964 3.76838 48.428 2.68826 2.95248 52.3913 2.70848 1.5595
internal_count=4034 191 3843 1479 64 1415 1382 1227 155 147 136 128 119 93 1208 82 1126 1003 123 73 50 55 972 119 853 70 101 2364 143 75
is_linear=0
shrinkage=0.0980392


Tree=765
num_leaves=31
num_cat=0
split_feature=1 2 1 3 1 0 0 0 1 3 2 4 4 2 1 4 4 4 1 2 1 1 4 2 2 2 2 3 4 4
split_gain=0.076808 0.495356 0.372925 0.151148 0.143784 0.176486 0.244237 0.411943 0.312767 0.333129 0.295244 0.260367 0.459214 0.499554 0.443384 0.259465 0.291125 0.234802 0.177429 0.379954 0.273341 0.336298 0.201995 0.168191 0.386688 0.150191 0.240498 0.635512 0.302774 0.293286
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 80.677940036650014 98.142164052000012 101.55650587770002 101.18549865570002 78.728807892050014 0.089920000000000014 -0.077729999999999994 41.066313126200008 41.178189531300006 -0.092479999999999993 76.279622535200005 39.184300550350009 40.844669808050007 37.73036952315001 76.279622535200005 -0.10423499999999999 75.634392583900009 75.408562100950022 40.241071441700008 0.061925000000000015 -0.041369999999999997 0.20949500000000004 0.13747000000000004 0.099855000000000027 34.654301448200009 32.051492741500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 18 7 11 9 -8 -10 15 -13 14 -14 17 -17 -7 20 22 21 25 -20 24 -6 26 28 -28 29 -1
right_child=1 -3 -4 -5 23 6 8 -9 10 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.042773232041035787 0.067465412337801664 -0.07872855595518255 -0.098237326907508415 -0.040850519459312278 0.0015253560629242126 -0.044328303645621174 0.077526067069695254 -0.11273779421660747 -0.10077820870246436 -0.013562911298972483 0.002159778821237713 0.086145384542186898 -0.058474767324454779 -0.099833171226887854 0.071817471206429201 -0.10745007510010098 -0.017207391264679385 0.036356811647603397 0.029556953858986199 0.056678549048353656 -0.044189998907084513 0.042940403094054044 -0.11345749569428233 0.0043136316764658331 0.092851113904085791 0.020418024374274691 -0.083760619159913702 0.0069824767550869908 0.0003150413553087662 0.050633310319975505
leaf_weight=0.35586610014797715 0.7050442211457264 0.71800643278538601 0.18389741973987839 0.13655421510338783 0.94491819720496983 0.69241139493533344 0.84514513014619319 0.44045792831457209 0.33442215997320091 0.61664230562746525 0.95098823172156677 0.50483109802007664 0.38579041363846034 0.45549869985552494 0.58149151741235983 0.70606300991494186 0.57671857066452503 0.59589488396886736 0.15175463829655189 1.2664714522616112 1.1732558556541324 1.7151466314680863 0.20775167933607008 3.1296946592701715 0.72955151647329242 3.3988448117797807 1.0807806679877097 1.8729788288474081 106.4962928299683 1.8515020942577392
leaf_count=76 103 442 398 17 35 38 48 22 76 29 20 4 36 43 14 39 5 30 9 62 18 20 46 30 10 97 48 27 2133 59
internal_value=0.000948036 -0.0187011 0.0233274 0.0498905 0.00120745 0.000603312 -0.0132376 -0.0257651 0.00928538 0.039101 -0.0246214 -0.0172498 0.0089319 -0.018465 0.0198518 -0.0368789 -0.0668784 -0.0070081 0.00149305 0.0324089 0.00106684 0.00152156 -0.0530883 0.0172104 0.0413152 0.000904129 0.000310128 -0.0262204 0.00103103 0.0355746
internal_weight=133.805 1.7435 1.0255 0.841598 132.061 127.257 7.68636 4.93916 2.7472 1.46179 1.28541 4.4987 1.92761 1.42278 0.967282 2.57109 1.28278 1.28831 119.571 1.62598 117.945 116.771 0.359506 4.80416 1.67447 115.056 111.657 2.95376 108.704 2.20737
internal_count=4034 960 518 120 3074 2999 404 231 173 77 96 209 97 93 50 112 44 68 2595 117 2478 2460 55 75 45 2440 2343 75 2268 135
is_linear=0
shrinkage=0.0942322


Tree=766
num_leaves=31
num_cat=0
split_feature=1 0 4 3 2 1 2 2 2 1 4 1 1 1 2 4 2 1 1 2 2 4 0 2 4 3 4 4 4 1
split_gain=0.0694721 0.554455 0.665967 0.391228 0.580337 0.323001 0.559215 0.253426 0.959265 0.584158 0.533648 1.04073 0.619709 0.702595 0.529115 0.420103 0.329546 0.505965 0.249467 0.225823 0.212921 0.374762 0.21182 0.63387 0.794277 0.684086 0.612141 0.384762 0.903488 0.567011
threshold=64.665483411650015 87.350693116400024 41.872294782850005 0.092465000000000033 -0.061874999999999999 65.29995953045001 -0.11347 -0.053159999999999992 -0.044409999999999998 62.132955852800002 41.436838994450007 62.111448187750007 62.00390986255001 61.987779113750001 0.10957500000000002 40.340071172300007 -0.06483499999999999 61.987779113750001 62.55235532115001 -0.072524999999999992 -0.11963999999999998 43.426640904350009 86.256490657300006 -0.16182999999999997 41.872294782850005 0.08729000000000002 40.890797847750008 41.942745071500006 41.806790701050012 62.046925192600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 20 16 -9 10 14 12 13 -12 15 -10 19 -18 -4 22 21 -2 27 -24 25 -25 -27 28 29 -1
right_child=5 2 18 -5 -6 -7 -8 8 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0029476892688947952 -0.1120536274473989 -0.0089361719382332217 -0.0046482152663924843 0.098177599372268776 0.080173073360960828 -0.00049339741836595453 -0.11305378042004964 -0.1112711024125114 -0.029745145752929827 -0.083154074495660313 -0.091034165419016627 0.074900069673388719 -0.12767556884886094 0.049809548578839971 0.054374224564581373 0.016005729863106118 -0.0086339842091911895 0.057999427580777224 0.032604311716376323 -0.03994680374606055 0.1005295563951622 0.058000360722454389 0.042687890352145715 -0.0057128601675539587 0.006841915453392927 -0.022150944684124488 -0.098357199316313565 -0.012669662063492402 0.094143034015114355 0.035580531402255658
leaf_weight=11.369382540711742 0.21457156669930555 1.3673970736563208 5.6133185066282749 1.2117056809365747 1.235245131887494 59.641308603764742 0.61412598916649475 0.81334677990525861 2.858241553069087 0.81265795286162834 0.67117064934427773 0.5782240075059234 0.89071290494757693 0.59183741570450366 1.900900294043822 4.7339700192096643 1.8365592849440933 2.2535277614369988 2.2305400082841516 1.2160725742578495 0.17756116390228271 0.248167316429317 2.0482086930424002 3.4785988815128794 8.2908848794177157 1.7190751656889918 2.0547172520309687 6.4170728871777092 1.1743446439504612 4.8339189240905389
leaf_count=309 13 22 39 22 42 2466 39 16 34 38 139 6 31 9 38 51 23 24 30 17 1 58 27 16 110 9 33 304 9 59
internal_value=0.000855525 0.00283268 0.0216508 0.053948 0.0333561 -0.0014887 -0.0488102 -0.000790935 -0.0119846 -0.00579071 -0.000647993 -0.0373483 -0.0674844 -0.0250357 0.00991369 -0.00121811 0.00252961 0.0280792 0.0059452 7.6689e-05 0.0128071 -0.0208535 0.00125272 -0.00658778 -0.0130811 -0.0358569 -0.063643 0.00704922 0.0143308 0.00854641
internal_weight=133.097 72.2016 11.6582 3.81435 2.60264 60.8957 1.25443 60.5434 13.8511 13.0377 12.2251 2.73194 2.15372 1.26301 9.49311 7.59221 46.6924 4.09009 7.84386 42.6023 0.6403 0.462739 41.3862 17.5915 15.5433 7.25239 3.77379 23.7947 17.3776 16.2033
internal_count=4034 1457 155 86 64 2577 111 1302 362 346 308 185 179 148 123 85 940 47 69 893 72 71 876 195 168 58 42 681 377 368
is_linear=0
shrinkage=0.0942322


Tree=767
num_leaves=31
num_cat=0
split_feature=3 3 3 3 1 2 2 4 1 4 4 4 2 4 0 3 4 1 0 2 0 3 2 3 1 1 4 2 4 4
split_gain=0.0672204 0.284986 0.290531 0.387638 0.535534 0.396007 0.261862 0.432499 0.603979 0.828724 0.505856 0.491938 0.351953 0.225487 0.280901 0.222011 0.695846 0.596962 0.559982 0.335687 0.388281 0.386531 0.327042 0.334747 0.29298 0.410711 0.639247 0.256118 0.501477 0.320579
threshold=0.10249000000000003 0.10335500000000002 0.10433500000000002 0.10661000000000002 61.998532946250002 -0.070909999999999987 0.10957500000000002 40.280372415600006 62.00390986255001 37.828051409500013 40.467253020850002 35.050303764500008 -0.021784999999999999 41.605323437500005 86.20003303655001 0.093325000000000033 41.243661560350013 62.00390986255001 94.203572890950014 -0.10946499999999999 88.17067284620002 0.09914000000000002 0.27538000000000007 -0.26958499999999996 68.34060567600001 61.966271448700006 40.413896136950008 -0.076484999999999984 39.420767558750008 38.244973486750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 -3 4 -4 -6 7 8 -5 11 -9 -10 -11 -12 -15 22 18 -18 24 20 -19 -22 -1 -24 25 -17 -27 28 -20 -29
right_child=1 2 3 6 5 -7 -8 10 9 12 13 -13 -14 14 -16 16 17 19 27 -21 21 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.00023142914446824028 -0.03561398041572135 0.034639036448945407 -0.091572769987010194 0.02375096411962151 -0.053092239020501551 0.023615331569252999 0.032056337683546585 0.063421553774836936 -0.064913459782201671 -0.11151844602483292 0.015900322822774079 0.028321749887309386 -0.031709622006430856 -0.04590833304752244 0.0019116786164414877 0.061262007319970023 -0.081297671368078098 -0.097495220767519236 0.0078032374703955621 0.016644123171547984 -0.056288922253541825 0.053158923574079947 0.089486036365802699 -0.10545630572571016 0.073712216772412562 -0.014840370173387053 0.061641687665178205 -0.034321861077581547 -0.10301292242351273 0.028814680938126287
leaf_weight=80.628960117104612 2.4079518197686438 2.0962777916574877 1.0587896900251537 1.9600282576866508 1.1270764363152923 1.5183235045478793 2.4209355286166092 1.4340259810414853 0.80122413612662091 1.4895542296580973 5.4120149994705553 1.6939027711187007 0.82541184494039033 1.6659482762916011 4.0533788425964303 2.4990001735277492 1.1146732682827849 0.63714309688657467 1.0563296830041506 3.2973313056572811 0.64126523756567599 0.60065698076505214 0.10197207772580441 0.49883894449158006 1.7806158418388802 3.0019716778188013 1.6157290078699587 1.0480471210084936 0.6245828959145 2.9452905695070513
leaf_count=2971 27 27 14 26 30 23 59 15 24 49 48 46 18 45 54 34 31 8 63 81 36 12 15 88 29 37 20 43 36 25
internal_value=0.000813058 -0.00326976 -0.000443486 -0.00333198 -0.0326494 -0.00906604 0.00165953 -0.00214636 -0.0221222 -0.0408146 0.00861644 -0.00161753 -0.0830622 0.00155602 -0.0120175 0.00201139 0.0110326 -0.0162172 0.0227973 -0.0022029 -0.0352751 -0.00335436 -0.000305562 -0.0723699 0.0381455 0.0292466 0.0119206 -0.001269 -0.0333731 0.0122446
internal_weight=132.057 29.9648 27.5569 25.4606 3.70419 2.6454 21.7564 19.3355 6.77012 4.81009 12.5654 2.49513 2.31497 11.1313 5.71933 102.092 20.8626 6.29107 14.5716 5.1764 1.87907 1.24192 81.2298 0.600811 8.89732 7.1167 4.6177 5.67425 1.68091 3.99334
internal_count=4034 505 478 451 67 53 384 325 163 137 162 70 67 147 99 3529 455 168 287 137 56 48 3074 103 120 91 57 167 99 68
is_linear=0
shrinkage=0.0980392


Tree=768
num_leaves=31
num_cat=0
split_feature=0 4 2 0 0 0 0 1 4 1 1 1 4 1 0 4 4 4 2 4 1 0 0 3 4 1 1 4 1 2
split_gain=0.292589 0.363648 0.229462 0.23964 0.292465 0.211149 0.4675 0.348168 0.620045 0.336717 0.949053 0.559765 0.634785 0.886907 0.664639 0.891788 0.542187 0.741723 0.958658 0.648908 0.654717 0.63908 1.92507 1.3341 1.12014 0.724568 1.86533 0.583251 0.570179 0.568936
threshold=103.48144189910001 40.844669808050007 -0.086139999999999994 103.80405687475002 107.57327517365 85.667718326750006 85.624702996650015 62.052302108850007 44.756878345700009 66.590419433100024 66.351146659450009 65.611820673600008 36.620308449100001 64.665483411650015 87.350693116400024 41.872294782850005 40.241071441700008 40.563919884450009 -0.010319999999999999 39.577821550850011 62.00390986255001 85.812895065800021 85.995710218650018 0.10932000000000001 42.006870117350005 62.084563606450011 62.052302108850007 42.824128352900011 61.987779113750001 -0.081354999999999997
decision_type=2 2 2 2 2 2 2 2 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 -9 10 11 12 -7 14 16 -16 19 -18 21 -14 -21 24 23 -23 -19 26 27 28 -24 -27
right_child=1 2 3 4 -6 9 -8 8 -10 -11 -12 -13 13 -15 15 -17 17 18 -20 20 -22 22 25 -25 -26 29 -28 -29 -30 -31
leaf_value=7.9331561677160528e-05 -0.0019974279728745526 -0.0019831134901346632 -0.00220740857994471 0.0014984102162602438 -0.0019787894893347185 0.0012004827827731504 -0.0022586356422946564 -0.002053348609846664 0.0012107633611442245 7.0870368287488658e-05 0.0013700783772091958 -0.00050644892569975063 0.00037345309196062053 -0.00098087984146160573 0.001322410582285451 0.00029032128466373054 0.00090766350443420801 0.0011891371596396681 -0.00087316354194288417 6.9925626520990201e-06 -0.0011799472791659748 -0.0023818307435736286 -0.00060511069932796984 0.00026551669286478577 -0.00045856243176576895 0.00034586925658824946 -0.0015026108032717268 0.00080124645943076506 0.00036643751762992363 0.001229409470439294
leaf_weight=12.9666048006984 0.53970310375871011 0.17951760266078054 0.10986981890164316 0.55657944636186585 0.1116541168976255 2.6526398062705985 0.36451699270401228 0.75315673871955435 0.31830558564979583 61.619019733981986 2.8633449524641028 3.8671816149726501 4.5300435721874219 2.2761613912880412 4.8823171975091091 9.4465149678289873 6.0179935172200194 5.9227488785982043 3.1237484067678514 3.6435068994760513 3.5060117691755295 1.8696348131634288 3.6872687041759544 1.2026079148054121 2.1665228889323771 8.2555905431509 2.6069579590111962 5.5230668298900119 6.274282930418849 4.2416744716465464
leaf_count=662 434 278 5 20 183 28 16 109 55 1434 30 41 36 34 76 69 33 27 37 21 22 46 34 6 48 49 38 34 42 87
internal_value=0.000152577 -0.00071027 1.51552e-05 0.000476179 0.00091741 0.000160427 -6.63597e-05 -9.43432e-06 -0.00108366 0.000182177 0.000259622 0.000222519 0.000256969 0.000225359 0.000261062 0.000641989 0.00017383 0.000261269 0.000174582 -0.000207172 -0.000575064 0.000252974 0.000134051 -0.00134555 0.000747839 0.000282656 3.18392e-05 0.000290176 6.81891e-06 0.00064575
internal_weight=166.079 1.49732 0.957621 0.778103 0.668234 164.581 14.4026 14.0381 1.07146 150.179 88.5598 85.6965 81.8293 79.1767 76.9005 14.3288 62.5717 50.8921 44.8741 11.6796 7.14952 41.7504 33.6611 3.07224 8.08927 30.5888 18.0916 15.4846 9.96155 12.4973
internal_count=4034 920 486 208 203 3114 842 826 164 2272 838 808 767 739 705 145 560 481 448 79 43 411 336 52 75 284 148 110 76 136
is_linear=0
shrinkage=0.00196078


Tree=769
num_leaves=31
num_cat=0
split_feature=0 1 0 3 1 4 1 4 4 0 0 0 1 0 1 0 0 1 1 4 2 4 0 1 3 4 0 0 3 3
split_gain=0.272178 1.13196 0.876821 0.839697 0.737875 0.496894 1.96269 0.863062 1.29009 0.762872 0.718795 0.691451 0.758412 0.600897 0.598764 0.501814 0.734787 0.731002 0.659423 0.55522 0.825393 0.535233 0.909193 0.73515 0.866524 0.623771 0.518704 0.459903 0.694316 0.710693
threshold=91.066142252700018 67.649671936450019 90.297243227400017 0.13377000000000003 66.590419433100024 38.400997490450003 65.020359884900017 37.038444968100009 36.491284729650012 89.813320763900023 85.812895065800021 89.582113364650013 65.611820673600008 88.606203063300015 61.778079379550007 85.995710218650018 85.925810307250018 63.353515844050008 62.55235532115001 40.206947806850003 -0.054619999999999995 41.942745071500006 85.667718326750006 58.167480110400007 -0.25280999999999998 42.434124620650003 85.812895065800021 86.135510041400025 0.072205000000000033 0.092835000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -3 -2 7 15 8 9 11 -9 12 13 14 -1 16 19 18 27 20 -7 22 23 -21 -25 -23 -27 -17 -29 -30
right_child=1 3 -4 -5 -6 6 -8 10 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 21 -22 25 -24 24 -26 26 -28 28 29 -31
leaf_value=0.00090695050597513376 9.393118092157486e-05 0.00011213377016961594 0.0009647429248237614 -0.0021275181966991415 -0.0019456895973851585 -0.0017137048267576432 -0.0020610647949459025 0.00033048085557369671 -0.0017053513593254048 -0.00099755086751274376 0.0017606840419510403 0.0020910393768969176 -0.00176451220372411 0.0020317722146748797 -0.0015526060295693754 0.00070207734834199474 -0.0011857647559283494 -0.00082806786643403491 0.0012579401583792398 0.0010203706772544667 0.0002994510200079494 -0.002104536278986927 0.00059822022394145696 0.0005359889540053356 -0.0023214346880257547 3.6749070621783076e-05 -0.0021078408498478437 0.00077701827166594699 -0.00020400298955652443 0.00035283630233135573
leaf_weight=1.1446146058369766 1.1021205764263862 59.642103147029502 5.3834515116759567 0.65062841015605855 1.7886802050634285 1.6439037730451675 1.5908706207046623 2.5057921328407247 1.2971770572476087 1.0947566144168375 2.9317517355084419 1.2140394821763036 0.54040527530014504 0.95225408673286427 0.57006676701712411 7.1938417991623274 2.1389905787073067 2.3257205616682759 2.6002118531614533 0.68771296745399313 1.495171545073396 0.6711443324238634 11.123961621895431 0.61550807487219494 1.2104584386688662 5.9919634242578468 0.4674265719950198 6.0803496763110152 18.607795456424356 16.739570938050747
leaf_count=101 14 2171 70 59 55 32 94 49 26 7 29 8 7 14 65 58 28 36 30 44 18 61 58 4 97 407 19 39 214 120
internal_value=0.000131009 3.04981e-05 0.000195275 8.79653e-05 -0.00116808 0.00015094 9.53943e-05 0.000519035 5.41026e-05 0.000467856 0.0011016 0.000830699 0.000353636 0.00078284 8.92409e-05 0.000138496 -8.47369e-05 0.00024708 0.000295897 1.37725e-05 -0.000754819 0.000129944 0.000357555 -0.000707478 -0.00135824 -0.000305378 -0.000118442 0.000244448 0.000164982 5.97013e-05
internal_weight=162.002 63.1835 98.8189 60.2927 2.8908 93.4355 81.1846 12.2509 6.81331 5.51614 5.43754 4.42138 3.20734 2.66694 1.71468 79.5937 26.0462 53.5475 51.2218 23.9073 3.13908 20.7682 13.6376 2.51368 1.82597 7.13053 6.45939 48.6216 41.4277 35.3474
internal_count=4034 2299 1735 2230 69 1665 1359 306 228 202 78 195 187 180 166 1265 768 497 461 740 50 690 203 145 101 487 426 431 373 334
is_linear=0
shrinkage=0.00196078


Tree=770
num_leaves=31
num_cat=0
split_feature=3 3 3 2 1 4 2 2 0 2 2 2 2 4 4 4 0 0 4 0 1 4 4 4 0 2 0 1 0 4
split_gain=0.0690133 0.272784 0.611009 0.304089 0.561437 0.496831 0.378482 0.234533 0.266246 0.490109 0.27046 0.511131 0.437752 0.517476 0.480578 0.283305 0.300183 0.215338 0.471289 0.37238 0.209522 0.196836 0.191356 0.176993 0.447792 0.172987 0.162288 0.201135 0.153939 0.14285
threshold=0.080135000000000026 1.0000000180025095e-35 -0.032704999999999991 -0.06483499999999999 72.378669787950017 42.047301293400004 0.022350000000000005 -0.24468499999999999 96.959242474650011 -0.039434999999999998 0.20949500000000004 0.049235000000000008 0.0041150000000000015 37.52517992975001 39.749124837650008 36.124181380200007 92.805574663100018 86.643628628100018 40.94178426300001 86.135510041400025 62.052302108850007 39.749124837650008 42.066503896600004 41.919251152600005 81.87699236280001 0.10658500000000003 71.249517373150013 55.887667615750004 71.332859575200004 32.724174661450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -3 21 -1 10 -10 11 12 13 15 -15 16 -9 18 19 -16 -19 -5 -8 -20 26 -13 27 -25 -28 -2
right_child=29 3 -4 6 -6 -7 22 8 9 -11 -12 25 -14 14 17 -17 -18 20 23 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.057387230818942758 -0.048278523784483517 -0.024539220223842473 -0.1196981479737045 0.030167383443949078 -0.10009256635334926 0.052233731870781709 -0.025267410096925378 -0.097489170180474427 -0.0026164126311402774 -0.12720857908834368 0.055214606591000762 -0.11483279298409099 0.07035645096556499 0.048334406611370728 -0.11576135587219767 -0.12106542122503423 0.056068750207848975 0.048366949278087282 0.015234867013684598 0.0079685906895748098 -0.0003045428806046944 0.093784004327623863 0.026802590555161945 -0.10343179257477843 -0.10153305328162443 -0.0050952145956614618 0.061458928225298588 0.0069294641925522968 -0.0093859914562930153 0.0001315784586351427
leaf_weight=0.63055329185477305 0.54404005144078738 1.5823367221164524 0.38085888065689033 0.72463308778242019 0.45929336997528469 1.4203923553286584 0.80876897273992687 0.21382559915218102 0.88276040302935144 0.41083325728004527 0.81357240863144475 0.45018632017308924 0.81042401507693362 1.8474754817434575 0.66420028812717458 0.46339658548822626 0.23983450047671795 1.0496063753962515 2.2345200565032428 0.32007696072105318 3.1197907317473437 1.0690062645153373 2.7840438237035414 0.2506038779538361 0.49294313121208677 0.17798719234997407 0.48766640573739983 0.35347401537001133 0.61685405237949453 105.99466096365882
leaf_count=98 78 27 12 8 330 105 41 83 77 114 15 51 59 35 60 39 4 7 19 6 70 44 46 63 42 21 7 10 38 2425
internal_value=0.000942667 0.0053196 -0.00169464 0.0187254 -0.00306433 0.011777 0.0327303 0.00102412 -0.0012111 -0.0421857 0.00241775 -0.000696475 0.00326606 -0.00113498 0.00432604 -0.069243 -0.0163084 -0.00415223 -0.0165368 -0.0755256 0.011948 0.0680828 0.0150812 -0.00344828 -0.0224113 -0.0837397 0.000415923 -0.0388543 0.0218934 -0.000115628
internal_weight=132.299 25.7599 16.9114 8.84847 3.46202 3.00273 5.38645 16.5306 15.9 1.29359 14.6064 13.7929 13.1647 12.3543 11.4372 0.917057 0.45366 9.58974 5.42034 0.984277 4.1694 1.79364 3.59281 4.43606 2.20154 0.628174 1.7086 0.604078 1.10452 106.539
internal_count=4034 1531 930 601 462 132 139 918 820 191 629 614 542 483 357 126 87 322 245 66 77 52 87 179 160 72 118 73 45 2503
is_linear=0
shrinkage=0.0942322


Tree=771
num_leaves=31
num_cat=0
split_feature=1 0 1 1 4 1 2 3 1 4 0 2 0 2 3 1 2 2 4 4 1 1 3 1 3 0 2 2 4 0
split_gain=0.404741 1.13235 0.637669 0.537898 0.476002 0.772997 1.34827 0.968463 0.63911 1.66325 0.468283 0.483262 0.464446 0.588422 0.572793 0.586245 0.430601 0.832524 0.585389 1.17186 0.622903 0.689347 0.840522 0.993922 0.666187 0.981879 0.501153 0.689551 0.98968 0.568286
threshold=66.590419433100024 90.407470010750018 65.687097501250022 83.740093847200015 38.400997490450003 63.705703859100005 -0.097799999999999984 0.098545000000000021 62.154463517850012 41.806790701050012 81.87699236280001 -0.26894999999999997 92.313586825200005 -0.11347 0.12535000000000004 68.910558799650019 -0.061874999999999999 -0.068964999999999985 38.244973486750006 35.050303764500008 69.873026810350026 75.271450736300025 0.089305000000000023 71.504920895500007 0.092835000000000015 95.117648655250022 -0.011675 0.048475000000000011 38.064633603500006 94.047642319350018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 10 8 7 -7 -6 -10 11 -1 13 -2 16 -16 17 18 19 -14 -20 22 23 -22 -24 -26 29 28 -28 -18
right_child=3 -3 -4 -5 5 6 -8 -9 9 -11 -12 -13 14 -15 15 -17 26 -19 20 -21 21 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0014404785400184388 0.00028623094017805537 0.0012168624379015353 -0.0008047468146285937 -0.0015504605627778539 0.00012198314907654182 0.00098378381684213322 -0.0024470837515869473 -0.0022848580955702625 0.0014680345984077203 0.00011679989339895145 0.00072870079429729741 -0.0016161217034798558 0.00043888373378062767 -0.001186955308091052 0.00039479353633134441 -0.0021815739244440764 0.0014329240712511514 -0.0022538623693433655 0.0010386638540832171 -0.0017888641488165043 -0.0021641608208395457 0.00035716304375942037 0.00082574808144817628 -0.00024250079866317567 -0.0022462530880398299 0.00013891572169049676 0.00074623129765830217 0.00024614732544261486 -0.0019181921490273274 0.00038484208179428601
leaf_weight=0.28275897023558982 1.808666442047979 4.3672589818015686 2.3865304552018634 0.80526396913955878 65.055244468167075 1.4836893654428425 1.173050890181911 0.45549548976123322 5.2162898802198461 10.658938107546417 10.075769695686175 0.67029785916383844 1.7466928417561605 2.4604260438427437 0.57362061738967784 0.83220155001617968 2.6123479008674648 0.63582731381757085 2.5633586413168841 1.8902898430242201 1.7178506000200302 11.202694707624685 2.8186336099170148 2.602526900882367 0.88079605507664416 2.6904193400405347 0.86492776870728194 16.663189252307347 1.4092878023511728 8.3356733066029829
leaf_count=13 55 55 28 757 1004 79 50 7 74 84 112 164 40 101 2 53 23 26 42 124 165 346 26 81 29 48 6 279 63 98
internal_value=0.000162879 0.000240084 0.000196313 4.21455e-05 0.000221443 0.000171182 -0.000787751 0.000216012 0.000208059 0.000560789 0.000604438 -0.00070927 6.20877e-05 -0.000562817 0.000106521 -0.00113033 0.000136176 -3.51446e-05 1.50353e-05 -0.000718969 0.000124103 1.71178e-05 -0.000338563 -0.00100658 0.000113106 -0.000449357 0.000300982 0.000107921 -0.000904861 0.000634929
internal_weight=166.94 101.825 97.4581 65.1147 95.0715 84.0427 3.11224 1.93918 80.9305 15.8752 11.0288 0.953057 64.3094 4.26909 60.0403 1.40582 58.6345 28.7491 28.1133 3.63698 24.4763 21.9129 10.7102 4.32038 6.38985 3.57122 29.8854 18.9374 2.27422 10.948
internal_count=4034 1670 1615 2364 1587 1298 136 86 1162 158 289 177 1607 156 1451 55 1396 927 901 164 737 695 349 246 103 77 469 348 69 121
is_linear=0
shrinkage=0.00196078


Tree=772
num_leaves=31
num_cat=0
split_feature=1 0 1 4 3 0 3 0 2 2 1 0 3 1 3 1 0 4 0 4 0 3 3 0 0 3 0 2 2 3
split_gain=0.0669296 0.707496 0.567034 0.46058 0.435178 0.433206 0.426484 0.305574 0.412821 0.382024 0.313697 0.402945 0.301965 0.372287 0.299179 0.295437 0.998958 0.545452 0.351317 1.06611 0.485212 0.315247 0.805772 0.275931 0.565739 0.670932 0.380793 0.832705 0.585449 0.271203
threshold=66.590419433100024 90.407470010750018 65.611820673600008 36.491284729650012 0.10249000000000003 90.767723400200012 0.096010000000000026 92.313586825200005 -0.11347 -0.122095 67.649671936450019 92.501778894350011 0.12535000000000004 68.910558799650019 0.10111000000000002 64.665483411650015 90.297243227400017 43.426640904350009 87.009258933850006 41.481306584950012 86.89903215050002 0.089920000000000014 0.084360000000000018 93.953546284800012 93.805681087600007 0.090390000000000012 94.625660817400004 -0.117885 -0.056724999999999998 0.11922500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -3 -1 8 9 -2 -9 -12 23 -14 -10 18 17 -17 20 21 -5 22 -20 24 25 -13 27 -25 -29 -28
right_child=7 5 4 15 -6 -7 -8 10 14 -11 11 12 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 26 -26 -27 29 28 -30 -31
leaf_value=-0.00085101342060063317 -0.033724353916158994 0.087898069089284922 -0.067856455526739329 8.6340108678477801e-05 0.0024899540862577982 0.014383261360127911 0.077241844252450426 -0.068674985902040742 -0.087420855068463935 0.068721016286404646 0.086924993802384332 0.041520758711862352 0.0081594392924477302 -0.10655925337871508 -0.0067730125352485748 -0.10845150001536633 0.1047741724621299 0.05326475477946091 0.10143892194924542 -0.003069807541241957 -0.063497174137514947 0.084708638360514524 -0.0076803668256868723 0.053139830872344286 0.069088270581833353 -0.036709726603427278 0.00042562485951981138 -0.11251811734652546 -0.019531428289155443 0.069663863932840159
leaf_weight=1.2146841006797324 0.8238076615252794 1.447024172637611 1.9824047517031425 54.347577168600765 1.4735113456845281 1.6478029582649467 1.5049890168011186 0.62612936971709032 1.2776056870643504 0.60814868658781074 0.52094112482154642 2.0851840698742299 0.52892874181270488 0.55953086393492413 0.67609288240782905 1.0845333409160947 0.36377790570259083 0.24592793619376596 1.0380661468952888 9.3413108289241773 1.1785809136927117 1.9213821813464163 1.741899751126766 0.83292242763127466 1.6926807935524264 2.1301825309637934 36.009322496109462 1.1347083629225385 1.5260437788092518 0.55209026858210464
leaf_count=151 47 31 30 1080 12 24 35 12 90 8 9 42 2 67 11 49 2 65 33 89 14 34 21 55 28 39 1844 52 45 13
internal_value=0.00102423 0.00279027 0.000953249 0.00276643 -0.0378626 0.048756 0.0423633 -0.0017329 -0.0302034 0.00978397 0.000266975 0.00117436 0.000224954 -0.0508126 -0.059512 0.00125526 -0.0391948 -0.0785592 0.00224036 0.0160941 -0.00126326 0.0541716 0.0330658 0.00143358 0.0212125 0.00198797 -0.00148377 -0.0324071 -0.0591867 0.00147115
internal_weight=132.118 80.5335 77.4386 73.9827 3.45592 3.09483 2.71967 51.5843 3.38565 1.43196 48.1987 47.5725 47.0516 1.08846 1.9537 71.2631 1.69424 1.33046 69.5688 14.0427 55.5262 4.70135 2.77997 45.9631 5.90805 4.21537 40.0551 3.49367 2.66075 36.5614
internal_count=4034 1670 1615 1573 42 55 186 2364 156 55 2208 2196 2187 69 101 1387 116 114 1271 177 1094 88 54 2118 109 81 2009 152 97 1857
is_linear=0
shrinkage=0.0980392


Tree=773
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 0 0 3 1 4 1 0 0 1 0 3 1 0 0 3 1 1 1 0 4 1 2 2 1 4
split_gain=0.357804 1.18552 0.529212 0.524025 0.442812 0.405803 0.955503 0.775463 0.712874 0.76118 0.441885 0.579319 0.80358 0.733118 1.10531 0.862309 0.696288 0.635884 1.18158 1.06697 0.696605 0.87045 0.500384 0.421421 0.774393 1.0673 0.64891 0.575445 0.421257 0.409961
threshold=66.590419433100024 66.351146659450009 65.687097501250022 87.350693116400024 87.638358136350021 91.937202686950016 91.394134144600017 0.13377000000000003 67.300172379550006 47.927946529500012 67.649671936450019 92.805574663100018 93.399723909900004 69.873026810350026 93.692765846100016 -0.10747999999999999 69.238550691600025 93.953546284800012 94.773526014550015 0.10371000000000001 70.776348742200014 71.096275259700022 70.206395618550019 96.163458868000006 43.631818398850008 71.397382570300024 -0.048954999999999992 -0.094519999999999993 83.740093847200015 36.957836847500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 10 -2 -10 -7 -12 -13 16 -15 -16 -14 -17 19 20 29 -22 -20 24 25 26 27 -24 -25 -19
right_child=5 -3 -4 4 -6 7 -8 -9 9 -11 11 12 13 14 15 17 -18 18 22 -21 21 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00011451753688937568 0.00085399835164832734 0.0014132551077396731 -0.0007716191578677617 0.0012924364407417277 0.00036771035157687058 -0.001286745930135775 -0.0022356244232148922 -0.0021237329979904491 -0.0022562089128987865 0.0014141519798721897 0.00094458770021118947 -0.001476221871758065 -0.00013251458692950687 -0.0022800885449844768 -0.0015919081984770002 0.0010295134969958047 0.0014397571062125729 -0.00058728500025873195 0.002203304738966991 0.0016290140260872309 0.00085244817746293433 -0.0020616625024718767 0.00053470246087644363 0.0002221915414350238 0.0010071584517700744 -0.0021993534756824208 0.0010998100970899957 -0.0020756201642806366 -0.0012738150843730797 -0.0023211303231995759
leaf_weight=74.316457918794185 1.5601596999913452 3.0358533486723891 2.246680097654461 2.2329833917319801 18.365488111041486 0.89729329198598762 1.0097552459046708 0.6200495787707031 0.77099203779653158 0.3024545970838517 2.9687842027051365 1.2856179678346951 1.7459606843767677 0.78663795441388984 1.1864947154344836 2.6765022445179119 2.8515646890737116 0.72626500762999002 0.45081840828061004 0.57997968420386303 1.0669594854116438 0.62489378222380754 0.56804072856903076 38.874218862874841 1.134277563098294 1.3994627734646199 1.0614257156848901 0.75793291209265612 0.73739539886719185 1.8854026151821015
leaf_count=1400 17 30 28 19 193 14 54 58 65 7 31 25 23 18 227 35 28 6 2 8 8 126 8 736 52 56 8 36 652 64
internal_value=0.000131983 0.000206658 0.000168957 0.000191221 0.000467956 2.28014e-05 -0.000613956 5.85555e-05 7.81114e-06 -0.00122205 7.96106e-05 9.89581e-05 5.73935e-05 9.07467e-05 2.73352e-05 6.11171e-05 0.00084267 9.84444e-05 4.84713e-05 -0.000867572 -0.00120403 -0.000223892 0.000147919 0.000127111 -0.00041405 -0.000839744 -4.27584e-05 -0.000957371 0.000194342 -0.00183897
internal_weight=168.727 100.197 97.1616 94.9149 20.5985 68.5293 3.64336 64.886 2.63361 1.07345 64.2659 63.3686 60.3999 59.1142 54.5167 53.7301 4.59753 52.5436 49.8671 4.8835 4.30352 1.69185 44.9836 44.5328 4.92114 3.78686 2.3874 1.32597 39.6116 2.61167
internal_count=4034 1670 1640 1612 212 2364 143 2221 89 72 2163 2149 2118 2093 2042 2024 51 1797 1762 212 204 134 1550 1548 160 108 52 44 1388 70
is_linear=0
shrinkage=0.00196078


Tree=774
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 1 2 2 0 0 2 1 3 2 1 2 0 1 2 1 2 1 1 4 1 0 3 1 1 4
split_gain=0.0669925 0.44684 0.336683 0.142009 0.153663 0.140872 0.151476 0.1714 0.132175 0.206153 0.368431 0.265512 0.305295 0.278049 0.249241 0.334507 0.187287 0.311293 0.213072 0.163237 0.323158 0.216793 0.294674 0.186355 0.147797 0.644445 0.437535 0.325847 0.495416 0.38463
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 87.030766598900016 87.33187390945001 80.677940036650014 0.061925000000000015 -0.059754999999999996 98.142164052000012 101.55650587770002 -0.08786999999999999 78.728807892050014 0.089920000000000014 -0.077729999999999994 74.153052154050016 0.20167500000000002 99.239054969250006 76.279622535200005 -0.092710000000000001 76.279622535200005 -0.10423499999999999 75.634392583900009 75.408562100950022 40.241071441700008 71.246828915000023 96.039789794050009 0.076615000000000016 70.776348742200014 70.389210771400016 42.198888176300009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 8 7 -7 19 10 16 12 -11 -13 -12 -16 17 -10 -18 21 23 22 24 -21 27 26 -26 28 -1 -29
right_child=1 3 -4 4 -6 6 -8 -9 9 11 14 13 -14 -15 15 -17 18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0020992782321342879 0.048320639469154297 -0.1002564823560721 -0.099966846030848294 0.095650442206332342 -0.096655848506097777 0.012944059963821187 0.0050413212279897032 0.075107916694783894 -0.10535359266840767 0.076410282992313699 0.015829181498588168 -0.1022326698107433 -0.013167930399100053 0.0028791038688607586 -0.10719013616202956 -0.001249346988732061 -0.0089540837608456034 0.017683465214800895 0.055160738769397477 0.027679151473477822 0.054871605056703208 -0.040167775560294973 0.04155990876277 -0.11455387843318325 -0.0077603280150367309 -0.00032499903786742368 -0.098943690006878748 0.063562350202872861 -0.068218216721214711 -0.032735964837693435
leaf_weight=94.998724943319758 0.83258247530420681 0.54191266616180556 0.17040395037236067 0.080857812987233046 0.073081968436781608 0.90857527239495517 3.1377313683260581 0.74638151586986989 0.38973077925038557 0.81648440830576896 0.32604827821341942 0.30658104420581367 0.61718415076029487 0.96213907758647088 0.98829499001294585 0.38168567407410592 1.6590170846757251 0.37064954754896462 0.67316066310740974 0.15497937711188559 1.2432567707437545 1.1681984932729381 1.6674452228471626 0.18874434773169924 0.86269778874520753 13.298035741318015 1.1138642989299112 1.5629276246763759 0.93474973997581301 0.50763967740931537
leaf_count=1955 120 155 398 5 282 15 30 30 28 48 22 76 29 20 84 12 63 13 9 9 62 18 20 46 49 112 155 21 85 63
internal_value=0.00103131 -0.0179321 0.0231271 -0.077114 0.00435421 0.00127915 0.0174512 0.0409798 0.000660042 -0.0117196 -0.0236979 0.00950576 0.0378475 -0.0225207 -0.059699 -0.0776743 -0.00395404 -0.0453788 0.00955204 0.00144793 0.0320658 0.00102946 0.00144815 -0.0504233 0.000857713 -0.00793648 -0.0591455 0.00222835 0.00141412 0.039953
internal_weight=131.684 1.69884 1.00299 0.695852 0.15394 129.985 4.79269 1.65496 125.192 7.49098 4.78859 2.70239 1.43367 1.26872 1.69603 1.36998 3.09256 0.76038 2.33218 117.701 1.58698 116.114 114.946 0.343724 113.279 15.2746 1.97656 98.004 95.9335 2.07057
internal_count=4034 960 518 442 287 3074 75 45 2999 404 231 173 77 96 118 96 113 41 72 2595 117 2478 2460 55 2440 316 204 2124 2040 84
is_linear=0
shrinkage=0.0961169


Tree=775
num_leaves=31
num_cat=0
split_feature=3 1 0 3 3 2 2 4 2 2 0 1 3 1 2 4 2 2 0 1 0 1 3 3 3 2 0 3 3 0
split_gain=0.232509 0.30036 0.313451 0.247979 0.871983 0.494996 0.747918 0.568008 0.474528 1.11783 0.717386 0.46924 0.467484 0.658274 1.38492 1.11262 0.561228 0.454593 0.380215 0.331379 0.876528 0.661771 0.53157 0.48339 0.83856 1.58636 0.972459 0.543724 1.03268 0.979234
threshold=0.41991500000000009 62.079186690200011 87.818484831100008 0.10507500000000002 0.10661000000000002 -0.16048499999999999 -0.093879999999999991 37.038444968100009 -0.30094499999999996 -0.58287999999999995 99.994511703900017 81.479100559500012 0.11002000000000002 61.966271448700006 0.10957500000000002 40.413896136950008 -0.026144999999999998 -0.085584999999999994 86.565663342300013 78.527173532250018 97.878695155250014 75.499969677400017 0.09180000000000002 0.093325000000000033 0.087555000000000022 -0.048954999999999992 95.620390325650007 0.09013000000000003 0.089415000000000022 85.861287312150012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 9 -1 -11 19 -8 -14 15 16 -15 -13 -17 20 21 23 -22 24 -10 27 -27 28 29 -26
right_child=1 2 -4 4 5 6 12 -9 11 10 -12 17 13 14 -16 18 -18 -19 -20 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00020492004481426754 0.0011217301166278983 -0.0006670735079628543 0.00062257931322000294 -0.0011841650907817804 0.00088758046915309247 -6.211559237071285e-05 0.00077100999103565753 -0.0018802931981082929 0.00024343237979464397 -0.0018407790087205697 0.00092590335432546844 0.00039821510078131032 0.00053971589309460691 -0.0031488976252759212 0.00077660045607213807 -0.00097540898000738035 -0.0010800272250063242 -0.0015991563607020587 0.00025808292040606801 0.00057131160232802092 -0.00036244234232822039 0.0011141618945013517 -0.0021116149185274481 0.00040998337561767959 0.0017933409170128255 -0.0015399671499794507 0.00022529055299467781 0.00035892179571219552 -0.0017436861842616716 -0.00024659284528487959
leaf_weight=5.1566778608721506 2.0455942377448073 1.1352155841886999 2.0030910365021555 2.4201956723409266 2.4460748933197491 1.2587968958978373 3.2620080961933118 1.3901349280822612 52.585702898079035 2.1458181584966947 0.43304052687608408 0.72620512773028156 4.6198989660479119 0.98791915706170508 2.7324879375300952 1.749398290528916 1.0294074136763711 1.1042338131328495 2.13122098751046 8.3122333556620998 2.9571497762808572 2.9494797260194892 0.86287522059865285 25.092272330919513 1.0320260062580979 4.4382626315928055 1.644337899982929 11.623175469692795 1.5368027770891775 7.3342453878140077
leaf_count=195 12 8 45 41 52 20 49 30 1301 140 56 345 31 31 43 23 17 413 23 178 136 103 41 296 17 114 8 112 33 121
internal_value=0.000128686 0.000537127 0.000156075 0.000114933 -6.80611e-05 5.69515e-05 -4.90843e-05 -0.00101628 0.000148773 -0.000322191 -0.0013762 0.000178586 0.000106074 -5.76217e-05 -0.000377378 -0.000912011 -0.00209319 -0.000806723 -0.00029798 0.000193569 0.000165549 0.000198128 -0.000757549 0.000172467 9.81494e-05 -0.000178566 -0.00106276 7.12763e-05 -0.000266331 5.04431e-06
internal_weight=159.146 5.1839 3.13831 153.962 24.0275 21.6073 19.1613 2.64893 129.935 7.73554 2.57886 122.199 16.5123 13.2503 8.63043 5.89795 2.01733 1.83044 3.88062 120.369 112.056 108.236 3.82002 105.287 80.1946 27.6089 6.0826 21.5262 9.90307 8.36627
internal_count=4034 65 53 3969 360 319 267 50 3609 391 196 3218 217 168 137 94 48 758 46 2460 2282 2105 177 2002 1706 405 122 283 171 138
is_linear=0
shrinkage=0.00196078


Tree=776
num_leaves=31
num_cat=0
split_feature=0 0 1 4 0 4 4 3 3 4 2 0 4 1 4 4 0 2 4 3 4 4 3 1 4 2 2 2 2 2
split_gain=0.32125 0.318247 0.334808 0.804417 0.442563 0.912498 1.11294 0.898277 0.879873 0.791831 0.717753 0.667287 0.621089 0.620069 0.740847 0.69232 0.621906 0.954736 0.973964 0.384219 0.371271 0.755095 1.18131 0.309031 0.268058 0.26309 0.56575 0.651609 0.95238 0.410804
threshold=103.48144189910001 85.732241321850012 64.407391431150018 38.625745710700009 86.643628628100018 42.141702038450013 42.719328117250008 0.081765000000000018 0.089305000000000023 43.077238082650005 -0.093879999999999991 87.350693116400024 40.159267750750011 62.084563606450011 40.583589072600013 41.646178195200001 85.812895065800021 -0.037054999999999998 41.360869295700006 0.076615000000000016 41.257403903850005 43.157831852650006 0.10157500000000001 65.29995953045001 40.844669808050007 0.18145000000000003 -0.010319999999999999 -0.018034999999999999 -0.053159999999999992 -0.059424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 3 -3 5 12 -7 19 10 -8 -9 -12 -5 14 -14 -15 -16 18 -18 -6 -10 22 -22 -4 -2 26 27 28 29 -1
right_child=24 2 23 4 7 6 9 8 20 -11 11 -13 13 15 16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011172033626640459 -0.0019959115051070542 0.0015155162174970975 -0.00068348021930582945 -0.00028244587539926489 0.00070966096459188768 -0.0017281346353474349 0.00060393371298473708 0.00047025839512452206 0.00095533074718365371 -0.00073415088120448572 -0.0015681402867331951 -0.00011244504180689216 0.00086215584647850705 0.0002675352716620054 0.0007542283335030506 0.0016939384501149994 -0.0014072148482984956 0.00060425140183314639 1.5579582928356875e-05 0.0016513227930433131 -0.00087382530607583574 0.0011340072045562003 0.00080741609212351534 0.00012540601242154117 -0.0001152342311949925 0.00072129434654033824 -0.0016362329873549069 0.0016567979080072681 -0.002408121431481764 0.0016199867742207141
leaf_weight=13.557620697523816 0.47321154197697868 2.0096897929906836 1.8623302783817042 6.1276964843273189 4.8960034772753742 1.9821312190033475 3.4347407016903162 3.0347140654921532 5.1270873807370654 3.3671243614517152 2.1323301419615772 2.801055796444416 5.6535738687962356 2.5005650985985985 3.4724642708897582 2.7435900494456291 3.2549414895474937 3.8231095764785961 4.2848228039219975 2.5250664437189698 3.3796047624200565 2.8747084513306618 3.0631605163216591 72.803919408332149 0.75831199246476899 1.4518746363173693 0.92848298518947636 0.80537860565527886 0.68731688451953132 0.54796599876135665
leaf_count=631 434 32 29 39 29 50 31 15 40 43 36 20 27 15 16 29 27 23 24 92 39 12 15 1534 486 37 156 31 34 8
internal_value=0.000159856 0.000167297 0.000197384 0.000292307 0.000257427 0.000124308 -0.000435225 0.000438786 0.000243006 -5.84577e-05 -0.000280074 -0.000741632 0.000278571 0.000412163 0.000258177 0.00101379 2.80077e-05 -0.000193923 -0.000598646 0.00103007 0.000531554 0.000298364 -7.44927e-05 0.000105231 -0.000837882 -7.89683e-05 -0.000149271 -6.07604e-05 -0.00015427 -4.44479e-05
internal_weight=166.365 165.133 147.154 72.4882 70.4785 40.6448 8.784 29.8337 22.4127 6.80187 7.9681 4.93339 31.8608 25.7331 20.4889 5.24416 14.8353 11.3629 7.53976 7.42107 14.4446 9.31747 6.44277 74.6662 1.23152 17.9786 16.5268 15.5983 14.7929 14.1056
internal_count=4034 3114 2217 654 622 324 124 298 177 74 71 56 200 161 117 44 90 74 51 121 106 66 54 1563 920 897 860 704 673 639
is_linear=0
shrinkage=0.00196078


Tree=777
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 2 1 1 3 1 3 1 1 0 3 2 2 1 3 3 4 2 2 3 0 2 0 4 3 1
split_gain=0.0682427 0.352876 0.349949 0.216811 0.219393 1.26161 0.221249 0.403003 0.519208 0.3377 0.313715 0.302073 0.216614 0.160596 0.828377 0.253925 0.974324 0.805955 0.720945 0.429784 0.338235 0.294879 0.446818 0.518168 0.442785 0.44 0.39082 0.275649 0.448029 0.481249
threshold=85.995710218650018 86.135510041400025 85.925810307250018 0.41214500000000009 0.10507500000000002 -0.088224999999999984 62.025417527550012 62.046925192600007 0.096515000000000031 62.00390986255001 0.080770000000000022 61.987779113750001 63.353515844050008 86.329079026800017 0.087555000000000022 -0.06828999999999999 -0.055334999999999995 67.192634054300015 0.091375000000000026 0.12201500000000003 40.377444152000002 -0.046635000000000003 -0.016334999999999999 0.12201500000000003 87.278104746850019 -0.026144999999999998 89.813320763900023 35.419594101850009 0.08729000000000002 66.590419433100024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 9 -8 10 11 -9 -1 -12 14 -3 19 17 -17 -19 27 -21 -18 25 24 -24 -23 -27 28 -15 -30
right_child=1 13 -4 -5 5 -7 7 8 -10 -11 12 -13 -14 15 -16 16 21 18 -20 20 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00054937347209356522 0.024427747688245953 0.021814301065253811 -0.041320693723806236 0.038420000525705399 0.013516214642627779 -0.089087120718349094 0.076474152421119129 0.0097219939964661422 0.062580360242927208 -0.03652994629800891 -0.1033148900227778 0.056811649923668946 0.012057209128520763 -0.055392922396535149 -0.050695170494388347 0.098643172687358852 -0.026536361683763235 -0.065477094625759943 0.061126183819951996 -0.079033639821900162 0.004728859192790898 0.011881482739309718 -0.041035452346919063 0.048389975091165521 -0.00089163205672307204 0.098087875017340356 0.016080454648137971 -0.0026405727376658545 0.093030668519260576 0.0089860548216322399
leaf_weight=10.676889635909912 5.9791216356679788 2.7822376787662497 1.9771531927399326 1.2333302651531983 3.2680527746124426 1.5779659126128525 0.94604061322752331 0.93933986360207222 0.89275534475746088 2.1895431160883154 0.53949762528645806 0.88261694327229712 0.19737129319400992 0.49289816418661248 2.8142011389136314 1.8088441118597978 2.7881934517681648 0.69433679147550698 0.9402784940903075 1.1364199854924653 0.68677122746885277 9.6083939737554811 2.79457421507687 1.674415204921387 19.218524188066112 1.1038419101387256 0.96902175318245998 48.655951231388826 1.0134554002434017 1.5010692032901713
leaf_count=613 58 27 31 13 41 43 20 61 24 36 42 26 80 64 36 24 37 47 25 40 17 146 29 34 681 21 30 1624 10 54
internal_value=0.00114222 0.00218622 -0.0032556 -3.15414e-05 -0.00217642 -0.0198936 0.00279679 0.0238948 0.00453211 -0.00259702 -0.0263846 0.00383038 -0.0724123 0.000865398 -0.0146475 0.00177842 0.00730003 0.0553056 0.00734881 -0.00251613 -0.0474815 0.00296779 0.00529366 -0.00214406 -0.00598791 0.020376 0.0597511 -0.000929315 0.0267565 0.0428594
internal_weight=131.983 106.663 25.3206 23.3434 22.1101 4.84602 17.2641 3.515 2.56896 13.749 1.67621 11.5595 0.736869 100.683 5.59644 95.087 41.6004 3.44346 1.63462 53.4866 1.82319 38.157 35.3688 23.6875 22.0131 11.6813 2.07286 51.6634 3.00742 2.51452
internal_count=4034 3004 1030 999 986 84 902 227 207 675 183 639 122 2946 63 2883 1074 96 72 1809 57 978 941 744 710 197 51 1752 128 64
is_linear=0
shrinkage=0.0942322


Tree=778
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 3 4 4 4 3 3 3 0 4 3 3 1 2 1 4 1 3 3 4 1 1 2 2 2
split_gain=0.0632805 0.465743 0.285262 0.201234 0.208228 0.159973 0.284857 0.180087 0.138 0.132507 0.128943 0.108553 0.386119 0.42928 0.511108 0.422065 0.492603 0.32582 0.339026 0.513313 0.52642 0.563747 0.774316 0.635078 0.284891 0.269605 0.450149 0.262685 0.711922 0.546417
threshold=85.667718326750006 61.622148808000013 85.624702996650015 61.778079379550007 85.683849075550015 61.982402197500001 -0.16320999999999999 44.756878345700009 34.466665687600006 33.151194885250007 0.11243000000000002 0.10040500000000002 0.096515000000000031 86.756543869550015 41.646178195200001 0.09551500000000003 0.094375000000000028 61.93400995115001 0.086310000000000026 62.057679025150001 35.419594101850009 76.830756451950009 0.08766000000000003 -0.097689999999999985 41.178189531300006 68.34060567600001 70.206395618550019 -0.032369999999999996 -0.053159999999999992 -0.070909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 8 -7 -8 9 -1 -10 12 15 -14 24 16 17 -6 -19 -20 -21 23 -23 -22 25 -15 -27 28 29 -13
right_child=1 3 -4 4 11 6 7 -9 10 -11 -12 27 13 14 -16 -17 -18 18 19 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.03011412966576513 -0.11674449118898769 0.070640778061703241 -0.10638371843986003 0.043338566664829117 -0.028990622677805201 0.0094543785694304605 -0.098970494988020893 0.049839765578331682 0.0021455419545949733 0.095246120214997732 -0.045407148657328568 -0.011350558714126519 0.067405217870257328 -0.026602281379673739 -0.0441459219059104 -0.043615842110794251 0.038282835046625531 0.0035043263506094597 0.10205882433754125 0.058509654929757335 0.011202232904439512 -0.09860764434780124 0.075541865002444405 -0.09946514416925506 0.070136180815354554 0.088084091101798948 0.0044046406712097853 0.0086559105251357519 -0.059747508591759271 0.034740015735657374
leaf_weight=0.11039605397672314 0.30610508285462756 0.39290029183030029 0.25670525402529243 1.1016308162361372 3.2978943390771738 0.6726821696429397 0.57276101250681744 0.086473128540092148 7.127172645090468 0.26460638153366745 0.56884953030385066 13.786865090948146 1.6240536049008358 1.1053904760628941 1.2101170920432194 1.9073236942494975 3.3377893722154104 69.712615612479055 0.27802171558141608 0.50800151998555509 0.64635299996734863 0.36577715609882921 0.66413621373430942 1.8508524215158106 1.0438939924351869 0.84616593271493945 1.992161866799506 10.278354780368316 2.3662861102893684 2.8711591013707212
leaf_count=66 5 4 16 21 38 23 193 55 452 14 23 256 15 14 39 45 51 2037 2 54 14 148 23 87 19 10 66 164 27 53
internal_value=0.00107056 0.00166588 -0.00641701 0.00196497 0.00174159 -0.00368787 -0.0345494 -0.0794507 0.00140503 0.0583416 -0.0013693 0.00135874 0.00300682 0.0234173 0.0118907 0.00107332 0.00213004 0.000569454 0.00188637 -0.0242643 -0.032968 -0.0461433 0.0136921 -0.070821 0.0254866 0.013668 0.0293513 -0.00372511 -0.0104143 -0.00340644
internal_weight=131.153 121.494 9.65965 121.188 120.795 9.40294 1.33192 0.659234 8.07102 0.375002 7.69602 119.693 90.3905 7.82178 6.19773 82.5688 80.6614 77.3237 74.0258 4.31314 4.03512 3.52712 1.02991 2.49721 4.98761 3.94372 2.83833 29.3027 19.0243 16.658
internal_count=4034 3192 842 3187 3183 826 271 248 555 80 475 3162 2662 163 148 2499 2454 2403 2365 328 326 272 171 101 109 90 76 500 336 309
is_linear=0
shrinkage=0.0961169


Tree=779
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 3 1 4 2 2 3 2 2 0 2 4 3 0 0 4 4 4 3 2 1 1 4 4 0 2
split_gain=0.288787 1.07653 0.607037 0.485958 0.797724 0.635852 0.518805 0.736945 0.462158 0.715509 0.567438 0.741391 0.499523 0.586994 0.51057 0.997863 0.492828 0.449486 0.675095 0.569203 1.00823 0.68178 0.52076 0.440357 2.22872 0.588346 0.423354 0.403047 1.34534 0.670462
threshold=66.590419433100024 66.351146659450009 65.687097501250022 91.937202686950016 91.394134144600017 0.13377000000000003 67.300172379550006 47.927946529500012 -0.061874999999999999 -0.068964999999999985 0.083495000000000028 -0.074999999999999997 -0.011675 94.047642319350018 0.048475000000000011 36.79544512155001 0.084565000000000015 87.170566421650008 86.89903215050002 41.481306584950012 39.861052345600008 43.157831852650006 0.08729000000000002 -0.101395 71.787208999250012 71.322105742700003 36.620308449100001 43.272784938550004 86.256490657300006 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 8 -2 -8 9 10 11 -5 13 -10 15 -14 -12 18 27 20 22 -21 -19 25 -25 -18 -24 -1 29 -29
right_child=3 -3 -4 5 -6 -7 7 -9 12 -11 16 -13 14 -15 -16 -17 23 19 -20 21 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=0.00021443991855677207 0.00070176024902121581 0.0014055910429855495 -0.00089000543677611736 -0.0012442538240756322 -0.0022083360323205581 -0.0020832120288333945 -0.0022539429552693819 0.0015251700309636509 0.0014703807003182089 -0.0022190861632972918 0.0013869873371277807 0.0015704010950931548 0.0020525075589329506 0.00037624339065473605 0.00021000211595092447 -0.0015089828440698306 0.00072597587561505617 -0.00053100964862750157 -0.0010355993446850413 -0.00015091420318972493 0.0014454751421558837 0.00091112939713816274 0.0012924760100517089 -0.0016327207953641585 0.00031872444929176448 -0.00014527547498392011 0.0001189734074189364 0.00037448610499484359 -0.0029298593538258201 -0.0016141002435552129
leaf_weight=59.820853069373698 1.3873322366271166 2.9086450990289441 1.9441390237770964 2.4811017553724928 0.93418199052393891 0.50835396873298933 0.6904821084026479 0.27836766373366117 2.4631343409419086 0.58002904740715067 1.0635269107588126 0.42082159621350257 0.37225418994058301 8.0340563331665162 16.864367041894184 1.6131784413337298 5.8264849763363671 2.1252999827265757 1.8399500418454398 8.3795592430978996 4.8125817188993096 3.2157313320785752 2.1093194112181664 3.2161020379862677 7.4913072997569543 6.0994622787347907 2.6883160006254911 3.7683402117108926 0.67802863381803025 0.78818529125419345
leaf_count=1028 17 30 28 669 54 58 65 7 23 36 20 12 6 176 431 122 63 31 29 72 74 26 18 113 187 305 29 205 10 90
internal_value=0.000163769 0.000231096 0.000194032 5.76521e-05 -0.000675051 9.99225e-05 -6.71318e-05 -0.00116814 0.000119556 -6.4677e-05 -1.76967e-05 -0.000836087 0.000290178 0.000632979 9.92768e-05 -0.000841229 8.25235e-05 0.000217391 0.000135659 0.000451735 0.000756166 0.000143623 0.000276982 2.12276e-05 -0.000267416 0.000280379 0.000634913 0.000168786 -0.000352952 3.05015e-05
internal_weight=155.403 95.0789 92.1703 60.3245 3.29036 57.0342 2.35618 0.96885 56.5258 27.1788 26.5988 2.90192 29.347 10.4972 18.8498 1.98543 23.6969 90.2262 66.8954 23.3308 11.7355 11.5953 6.92294 22.6334 10.7074 11.9259 4.79764 65.0554 5.23455 4.55653
internal_count=4034 1670 1640 2364 143 2221 89 72 2163 1405 1369 681 758 199 559 128 688 1612 1362 250 152 98 78 668 300 368 47 1333 305 295
is_linear=0
shrinkage=0.00196078


Tree=780
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 1 0 3 3 0 2 3 4 4 2 1 3 3 2 3 0 2 2 1 1 3 2 0 1
split_gain=0.378893 0.27825 0.47056 0.535529 1.402 1.08646 1.01677 0.645969 0.608081 1.34484 1.31107 0.764968 0.747801 0.730835 0.713459 0.661065 0.572602 0.552569 0.658362 0.549335 0.519172 0.498549 0.644076 0.838171 0.761281 0.494381 0.484939 0.441007 0.410171 0.613244
threshold=103.48144189910001 85.995710218650018 86.135510041400025 -0.06828999999999999 -0.075639999999999999 -0.058374999999999996 65.536543845950021 86.329079026800017 0.083365000000000022 0.091645000000000018 95.620390325650007 -0.018034999999999999 0.075810000000000016 36.491284729650012 39.420767558750008 -0.037054999999999998 62.132955852800002 0.12535000000000004 0.11379500000000002 0.066710000000000019 0.10469000000000002 93.953546284800012 -0.079634999999999997 -0.091919999999999988 75.408562100950022 71.365121072750014 -0.089139999999999997 -0.061874999999999999 90.767723400200012 77.543197856500015
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 16 -6 -7 12 10 11 -10 26 -11 25 -16 -5 18 20 -14 21 -4 23 -23 -25 -15 -9 -18 -17 -30
right_child=-2 2 3 5 6 7 -8 8 9 13 -12 -13 19 14 15 28 27 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.3535955012397439e-05 -0.00086764304234570038 0.00070257147946801318 0.00031435321991692675 0.0020960304870918543 -0.0020908268959809974 -0.00060577908324652391 -0.00024082556254767618 0.00053288566058799997 -0.0001431640089122504 -0.00079598772864705747 0.00030115038747625792 -0.0016955183421102935 0.0014328960474330897 0.0016067469318281316 -0.00076581831159884452 0.00070432395929793511 -0.000550122462267464 -0.00091464542153095116 0.0012912070284793172 0.00044700264411481883 -0.0008688711634595648 2.3401795345720163e-06 0.00083594714001955994 -0.0021111728351347328 -0.00021841984911531427 0.0004299080666122473 -0.00053310973501650971 0.0014601231799744696 -0.0012769871293552293 0.00055902425979438097
leaf_weight=30.693131056796119 1.3351868871054637 7.3642811765894285 37.434212312742602 1.9512870609760278 1.8335671816021193 3.0871216915547839 3.0291669041616842 4.696126132414066 1.9538611853495238 1.6764001331757779 4.8893667265656404 3.2513865229157108 5.0700285605853406 3.4177540503442314 1.8981041563674832 8.4367311852984077 0.77600740647176281 1.8045845842570987 2.0051485649310044 3.8025709139474202 1.8666290220571671 13.565343711685271 2.5987164624966743 1.5321092619560652 1.7503648609854279 2.2933137528598309 2.5217812215851172 0.91346808907110222 1.13343785284087 1.8265802930109201
leaf_count=1030 920 58 423 14 22 32 48 87 21 31 80 108 59 30 17 55 27 46 25 30 40 542 27 82 27 24 41 15 51 22
internal_value=0.000172522 0.000181253 0.000221351 0.000192066 7.57687e-05 0.000338362 -0.000938396 0.000262995 0.00032022 0.00015873 -0.000427958 -0.00111282 0.00062911 0.00044508 0.000554547 0.000305555 0.00137247 0.000154602 0.000186363 0.00101037 0.000148653 0.000182045 -7.26467e-05 -0.000212794 -0.00110187 0.00113418 0.00016045 0.00053678 0.00048399 -0.000144014
internal_weight=160.408 159.073 128.379 121.015 67.4198 53.5953 4.86273 49.9546 46.8674 30.7769 10.0946 5.20525 16.0905 20.6823 19.0059 13.2949 3.64076 62.5571 60.7525 8.8726 58.7474 56.8807 19.4465 16.8478 3.28247 5.71107 7.21791 1.68948 11.3967 2.96002
internal_count=4034 3114 2084 2026 1282 744 70 688 656 439 209 129 217 230 199 145 56 1212 1166 89 1141 1101 678 651 109 54 128 42 128 73
is_linear=0
shrinkage=0.00196078


Tree=781
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 3 3 1 4 1 4 0 3 4 2 2 0 4 2 1 1 4 2 3 0 0 4 2 0
split_gain=0.318364 0.267174 0.254485 0.957353 0.715215 0.640871 0.776227 0.597462 0.575753 0.48745 1.66439 0.563908 0.882189 0.580729 1.135 0.61569 0.529835 0.505933 0.576648 1.18689 0.554986 0.587498 0.49642 0.755253 1.10108 0.680465 0.641644 0.612968 0.588076 0.460523
threshold=103.48144189910001 40.844669808050007 91.066142252700018 67.649671936450019 90.407470010750018 37.903039192800001 0.086230000000000015 0.12535000000000004 68.910558799650019 38.400997490450003 65.020359884900017 37.038444968100009 85.812895065800021 0.09062000000000002 36.242939472700009 -0.10946499999999999 -0.122095 85.995710218650018 40.206947806850003 -0.056724999999999998 63.353515844050008 62.55235532115001 41.942745071500006 -0.056724999999999998 0.097450000000000023 85.812895065800021 85.667718326750006 42.434124620650003 -0.11963999999999998 93.953546284800012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 9 -4 -7 29 -9 11 17 13 -13 14 16 -15 -1 18 19 -11 21 -19 23 26 -25 27 28 -24 -20 -5
right_child=1 -3 3 7 -6 6 -8 8 -10 10 -12 12 -14 15 -16 -17 -18 20 22 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013145951406431668 -0.0019874583906424772 -0.00013458490041439323 0.00053835347696091671 0.00055054099400927796 0.0010444568124814957 0.00012096281009206046 -0.0023575203125973912 0.00039203798001921154 -0.0021608355728120641 -0.0017710570042558638 -0.001588497571432668 0.00016387671909737006 0.0017686844583873458 0.0016482073819338349 -0.0027049090786427231 0.00014638487959154218 0.00086804967984432046 0.00030532997678028455 -0.0022887356502570666 0.0004628294925735902 -0.00062150797752592228 0.0012645099872233394 -0.0021062227941506285 0.0001855752213867497 -0.0023674799795806623 -0.002096743279326413 0.00074652316158649301 6.0324452704037452e-05 0.00016607860686992555 9.3838119438116547e-05
leaf_weight=0.60635416810691878 0.46053280784099004 0.85408265765317992 0.77211445081047658 10.229580706742125 4.1527567536686538 0.72559894813457537 1.4701607869938014 0.57306496053933986 0.83391282011871226 1.9859343965072187 2.0483103350925367 2.371104171150364 2.9622985795140266 1.5527941356122026 0.67545927444007237 3.2380247422261164 1.4504241162212548 48.147467721253633 0.51587262761313279 1.6947857988998318 2.3447053562849751 2.5869931196793905 0.54750724586483457 2.2926208381250066 0.9061731623369268 0.74471925245597947 9.5570198819041234 6.0493259600261808 1.3758432548493154 49.882002972059126
leaf_count=100 434 486 8 151 56 30 31 2 52 38 102 49 29 26 40 40 26 431 78 19 36 32 54 59 17 38 45 407 13 1105
internal_value=0.000177359 -0.000783679 0.000185143 8.95205e-05 0.00024819 -0.000998187 -0.00153849 0.000141995 -0.00112104 0.000212882 0.000156454 0.000567508 0.00105523 0.000221745 -0.000499637 0.000633154 0.000224589 0.000201841 -2.41566e-05 -0.000742465 0.000311137 0.000354239 9.608e-05 0.000304655 -0.000537669 -0.00032006 0.000540002 -0.000119489 -0.000503351 0.000171558
internal_weight=163.608 1.31462 162.293 64.4864 97.8065 2.96787 2.19576 61.5186 1.40698 93.6537 80.7973 12.8565 5.3334 7.52306 2.73224 4.79082 2.05678 78.749 25.6698 3.68072 53.0792 50.7345 21.9891 14.6475 3.19879 7.34155 11.4487 6.59683 1.89172 60.1116
internal_count=4034 920 3114 1379 1735 69 61 1310 54 1679 1369 310 78 232 166 66 126 1267 768 57 499 463 711 212 76 499 136 461 91 1256
is_linear=0
shrinkage=0.00196078


Tree=782
num_leaves=31
num_cat=0
split_feature=0 4 2 4 0 0 0 4 1 4 1 1 4 4 1 3 1 4 4 4 4 0 0 0 4 1 4 1 0 4
split_gain=0.251664 0.39332 0.254001 0.253286 0.208814 0.325914 0.768787 0.871882 2.25366 1.00392 0.724772 0.715655 0.618769 0.713658 0.516151 0.500419 0.594294 0.454178 0.448518 0.366309 0.653003 0.406169 0.607863 0.686527 0.888147 0.856436 0.455643 0.387024 1.78972 0.605963
threshold=103.48144189910001 40.844669808050007 -0.086139999999999994 42.536568606950006 85.732241321850012 91.066142252700018 90.407470010750018 38.625745710700009 64.02831883475001 37.038444968100009 65.611820673600008 67.649671936450019 39.952536079750011 40.720231579350006 66.590419433100024 0.12535000000000004 68.910558799650019 43.426640904350009 41.872294782850005 38.244973486750006 37.828051409500013 92.805574663100018 93.692765846100016 94.047642319350018 38.400997490450003 70.727956495850009 42.660927378600007 71.096275259700022 96.039789794050009 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 9 -9 10 -6 14 -10 -14 -7 19 -17 -15 -8 20 -13 -21 -23 -24 -25 26 -26 -27 29 -29
right_child=1 2 3 -5 5 11 18 8 12 -11 -12 15 13 17 -16 16 -18 -19 -20 21 -22 22 23 24 25 27 -28 28 -30 -31
leaf_value=-4.7042777508093154e-05 -0.0020029602296617846 -0.0019873937990826742 0.0010614318639271725 -0.002000579683110796 0.00093936901995825121 6.0250040072819467e-05 0.0004385707305400873 0.00021946607462792748 -0.00266416602089469 0.0016993818410301798 -0.00048201376683324062 -8.4630907915405676e-06 0.00091940614947962345 -0.0022526445143945355 -0.0016813102578584528 0.000438701743489265 -0.0021776879613889279 1.707159859837214e-05 0.0017422483571061379 0.0010362407524774971 -0.0014940496998524574 -0.0011027771107165207 0.0010798069846083825 0.0015890257183234732 -0.0017429850689968419 0.00098860677227832565 -0.00016512628520575908 -0.0020488945825831765 0.00023247036528564391 0.0012596782661510372
leaf_weight=18.08830345133174 0.53517281907124814 0.18292841192123888 0.65922538814629661 0.12328616777085699 3.0932034589350206 1.1575857717543834 2.0337691279128185 68.379531438462436 1.0735224056988948 3.0847402699291706 2.4891156610101461 11.059009908000005 0.62776666472200338 1.0956293209455905 1.5047844223445279 0.58254779130220302 0.78160629657213576 0.49079190166958131 2.0246871118433774 2.221766846952959 1.2680025668814767 1.3821656798827451 3.2887467645341522 1.5840346980839957 1.4015111047774547 2.1002931216789866 1.4130790629133114 1.8028073452805977 32.945849056890438 0.24131338208098885
leaf_count=897 434 278 67 141 33 14 24 594 19 32 23 202 14 24 55 2 52 43 32 36 52 35 43 7 66 32 46 196 501 40
internal_value=0.000144736 -0.000654667 9.27331e-05 0.000579006 0.00015191 0.000176042 0.000256324 0.00021426 0.000143223 0.000801659 0.000305585 7.13811e-05 -0.00144251 -0.000850204 -0.000924088 0.000114078 -0.00106039 -0.00155046 0.00108895 0.000140469 -0.000161276 0.00021735 0.000177935 0.000217467 0.000149111 9.19528e-05 -0.000950813 0.000171083 0.000122011 -0.00165831
internal_weight=168.717 1.50061 0.96544 0.782512 167.216 149.128 84.3928 80.3343 71.6672 8.66706 5.58232 64.7351 3.28771 2.21419 2.66237 62.0727 1.36415 1.58642 4.05846 60.7086 12.327 48.3816 46.1598 44.7776 41.4889 39.9049 2.81459 37.0903 34.99 2.04412
internal_count=4034 920 486 208 3114 2217 838 782 694 88 56 1379 100 81 69 1310 54 67 56 1256 254 1002 966 931 888 881 112 769 737 236
is_linear=0
shrinkage=0.00196078


Tree=783
num_leaves=31
num_cat=0
split_feature=3 1 0 3 0 1 0 2 2 2 4 4 0 0 4 3 0 0 3 4 3 1 3 1 1 0 0 1 3 1
split_gain=0.0757001 0.142457 0.168712 0.100473 0.256316 0.693565 0.377636 0.544511 0.234923 0.609281 0.451536 1.00816 0.817492 0.210542 0.18987 0.189347 0.247611 0.527711 0.350567 0.246457 0.213226 0.45369 0.36568 0.871378 0.441232 0.551843 0.389789 0.364625 0.301428 0.318713
threshold=0.41991500000000009 62.079186690200011 87.818484831100008 0.10249000000000003 86.565663342300013 63.353515844050008 86.135510041400025 -0.053159999999999992 -0.117885 -0.088224999999999984 38.179089776100007 35.171584490050009 93.953546284800012 97.991610396700011 40.206947806850003 0.10184000000000003 85.705356740550016 85.764502819450016 0.094175000000000023 40.377444152000002 0.093325000000000033 61.923256118600001 0.094725000000000018 62.020040611300011 65.536543845950021 90.407470010750018 87.170566421650008 61.93400995115001 0.096515000000000031 70.206395618550019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 15 6 -6 7 -5 13 -10 11 -11 -12 -7 -14 16 18 -18 -1 -20 27 -22 -23 -24 26 -26 -25 -19 -27 -30
right_child=1 2 -4 4 5 8 -8 -9 9 10 12 -13 14 -15 -16 -17 17 20 19 -21 21 22 23 24 25 28 -28 -29 29 -31
leaf_value=-0.0070238876755841333 0.037129952791705993 -0.031640923542731667 0.019326020261264804 0.0076021177084081744 0.043353640891360672 0.040062324713290055 -0.047379151798042946 -0.047635662084950202 -0.092161385435063289 -0.043769044594615863 -0.082962187230006756 0.071705157680895817 -0.032759245043109453 -0.019590869124034405 0.028330661913012308 0.035583885746076238 0.061538302332637282 -0.03118986510559171 -0.011752798121595453 -0.1125488596705235 0.065949881334401897 0.027994956961805414 -0.10035655699535745 0.004677294568788945 -0.095932219435785074 -0.044188854703897315 0.068358422186352491 0.0016344228374664748 0.049805845778438551 -0.0070945822669723864
leaf_weight=7.1733607410369569 1.6336440630257119 0.99355986714363131 1.679543552236282 7.198843759353621 3.380692657083272 1.5702726636081927 2.6594885522499672 2.2518210365960867 0.89951408536307909 1.2683837847689576 1.5678673982620241 1.7016322530398609 0.7135461825600945 0.8915730511125729 1.5540074854961856 1.6343832660932083 1.4759280253201712 3.4114354075863949 0.40213298090384331 0.55488627571321558 1.3852930665016199 5.5488164079415609 0.81626310152932902 2.2071709623560296 0.6585843335778917 1.2168900784181458 1.5889569148421285 69.943048377296236 1.3870106507092712 2.9768906668041382
leaf_count=751 12 8 45 88 24 21 31 43 37 27 24 43 26 41 35 27 19 40 17 30 10 89 17 22 12 56 26 2273 19 121
internal_value=0.00153678 0.0143214 0.00038223 0.00110675 -0.00437924 0.00488533 -0.0147434 -0.00555945 -0.00790627 -0.0163302 -0.00630717 0.0223904 -0.0285296 0.0184585 0.00910709 0.00248159 0.00194458 0.00338464 -0.0144597 -0.070195 0.0024429 0.0120732 0.00752246 -0.00294571 0.00497745 -0.0110574 0.0313325 0.000107891 -0.00104135 0.0109905
internal_weight=132.345 4.30675 2.6731 128.039 25.6576 13.5475 12.1102 9.45066 10.1668 7.70495 6.80544 2.97002 3.83542 2.46185 2.26755 102.381 100.747 92.6163 8.13038 0.957019 91.1404 17.7859 16.4006 10.8518 10.0355 6.23938 3.79613 73.3545 5.58079 4.3639
internal_count=4034 65 53 3969 440 278 162 131 254 192 155 70 85 62 61 3529 3502 2704 798 47 2685 372 362 273 256 208 48 2313 196 140
is_linear=0
shrinkage=0.0980392


Tree=784
num_leaves=31
num_cat=0
split_feature=0 1 0 3 1 3 1 0 2 4 1 0 4 3 0 0 4 0 4 2 4 0 2 1 1 0 0 4 0 0
split_gain=0.0657813 0.568586 0.496389 0.397097 0.380445 0.284771 0.354449 0.278671 0.344182 0.280845 0.875688 0.828769 0.656976 0.533073 0.493057 0.477813 0.342416 0.324627 0.553702 0.444649 0.250816 0.743785 1.04776 0.494668 0.425053 0.526277 0.703998 0.418148 0.314649 0.361045
threshold=91.066142252700018 67.649671936450019 90.297243227400017 0.09091500000000001 66.590419433100024 0.12535000000000004 68.910558799650019 89.953120586650016 0.20949500000000004 36.491284729650012 64.665483411650015 89.493394246350007 37.999598532650005 0.085820000000000021 85.877418060900013 89.582113364650013 35.171584490050009 87.350693116400024 41.872294782850005 -0.10946499999999999 38.748048509250005 94.047642319350018 -0.011675 70.727956495850009 71.015621515800021 95.469836670350006 94.165934477050016 38.478081868400004 93.805681087600007 92.805574663100018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -4 -2 20 -7 8 9 13 17 12 -12 -1 -14 16 -15 -11 19 -19 27 22 28 -23 -25 26 -26 -3 29 -22
right_child=1 5 3 -5 -6 6 -8 -9 -10 10 11 -13 14 15 -16 -17 -18 18 -20 -21 21 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.031379305512987475 -0.0024639757993231391 -0.005589289329074521 0.066247843833599648 0.0025947801378291644 -0.087352283693373195 0.007561686745101175 -0.10836171000333704 -0.044903935707010761 0.060517619689456841 -0.00077100162510182371 0.10518458366017081 -0.11811837645454189 0.058323914206643429 -0.024978620155458271 -0.10969679725831799 0.10517064080827837 0.06828246646492972 0.0082899143494412804 0.0037241538613033741 0.087772620274000956 0.080953280829891172 -0.048769584261377529 -0.04674966293513913 0.062392535509142581 0.10172698534935408 0.0040145450815248533 -0.10593655696087444 -0.081818940131188969 0.098003023590435057 -0.0022222266556954791
leaf_weight=1.0642992723369382 0.91318288631737177 11.401720308954392 2.1861974613348134 1.7764564328826962 1.251509966823505 0.52619437128305324 0.52885815141962667 1.2771352886484226 0.99868120925384474 58.425051315469318 0.39457952644443073 1.2002097435615722 0.26337113069166662 0.85524507780792214 0.51846408459095983 1.0405174009501932 0.72948887792881578 1.1874991059303286 7.1792051885277033 1.7280818917788545 1.0721785114728852 1.9140034446900269 1.0347866268275527 1.184501490904952 0.2005822011342413 26.278065708674376 0.87709997253659822 0.76805830110242901 1.7441066338215021 1.0168076018599093
leaf_count=127 14 547 50 20 55 2 68 30 41 1130 4 26 91 39 40 9 15 11 53 49 21 111 37 21 17 1138 189 32 25 22
internal_value=0.00142629 -0.00139694 0.00319767 0.0377122 -0.0515419 0.000839009 -0.0505464 0.00141826 0.00220095 0.00142011 2.02695e-05 -0.0596544 -7.93184e-06 0.0283187 -0.0530969 0.0525208 0.0179516 0.0020901 0.0186491 0.0553998 0.00198056 0.00624622 0.0425418 0.000444636 0.0037451 0.00120568 -0.0672854 -0.0104003 0.0666471 0.0404679
internal_weight=131.536 50.7117 80.8245 3.96265 2.16469 48.547 1.05505 76.8618 75.5847 74.586 70.8965 2.37662 1.17641 3.68955 0.781835 2.62525 1.58473 68.5198 10.0948 2.91558 47.4919 35.3221 4.86788 30.4543 28.5402 27.3557 1.07768 12.1698 3.83309 2.08899
internal_count=4034 2299 1735 70 69 2230 70 1665 1635 1594 1404 161 135 190 131 63 54 1243 113 60 2160 1581 105 1476 1365 1344 206 579 68 43
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 0 3 2 2 1 3 2 2 4 0 2 1 2 3 3 4 1 2 0 0 0 4 2 4
split_gain=0.43026 0.334476 1.0485 1.02402 0.487441 0.891017 0.645786 0.632243 0.711383 0.601309 1.91791 0.574497 0.518076 0.814669 1.16278 0.531702 0.49178 0.879164 0.450201 0.434505 0.432084 0.415609 0.72484 1.22428 0.909625 0.676561 0.588242 0.53266 1.18858 0.828759
threshold=103.48144189910001 66.590419433100024 90.297243227400017 89.953120586650016 -0.061874999999999999 -0.068964999999999985 92.313586825200005 0.083495000000000028 -0.074999999999999997 -0.091919999999999988 70.776348742200014 0.07907500000000002 -0.011675 0.048475000000000011 38.064633603500006 94.047642319350018 -0.079634999999999997 75.408562100950022 0.070580000000000018 -0.10565499999999999 0.089415000000000022 38.400997490450003 63.353515844050008 -0.097799999999999984 88.606203063300015 85.995710218650018 81.87699236280001 40.206947806850003 -0.056724999999999998 41.942745071500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 5 7 -6 8 11 -9 -11 19 15 14 -14 -8 17 -12 -15 -3 -4 26 25 24 -24 27 -1 28 -23 -29
right_child=-2 4 20 -5 6 -7 12 9 -10 10 16 -13 13 18 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0009024305550220527 -0.00087353739429086891 -0.0020258782781837521 0.0016817296610961647 -0.001614572330424063 -0.00093280013385334433 -0.0022614551479882236 0.0014795523803860465 0.00027872966548411759 0.0015605133118496612 -0.0022032151936063138 -0.0021551218507653534 -0.0018542604183447648 0.00070263503443042353 0.00064373525916522996 -0.0023238157939312744 0.00043992785614293449 0.00065198932271387825 0.00023799430275172999 1.6269771270652052e-06 0.00035695803524160319 0.00056463056457792412 -0.001769852653320182 0.0010272352097032971 -0.0022374713378480499 -0.0017526055016305962 0.00037778017725666863 0.00078301022145243007 0.0003667201673622127 0.00054802721757741613 -0.00044820174666580748
leaf_weight=0.87321943950519099 1.4246033463332413 0.39008386383648064 2.6805921606719485 1.1404647678136814 1.6324225913122088 0.70357450706069258 2.4634244963526788 17.988939853152267 0.4424690876621814 1.7175651694124052 0.8315443520550615 1.7655420114169826 0.84605252742767234 7.3987890235148397 1.153545423003379 8.1446010226682102 3.3230663831345741 2.0335584033746272 9.7042801707211748 1.1971581911311662 2.6444628275930882 1.8999733243836092 1.5353316124528653 1.2330186338949705 0.64172698371112336 50.871789960190654 9.0191465937532467 14.56290475693095 1.539956073276701 7.1554032403219017
leaf_count=177 920 94 44 20 85 31 23 352 9 63 42 180 7 55 59 85 41 27 188 103 20 37 83 57 12 458 111 205 18 428
internal_value=0.0001992 0.000208901 0.000281431 0.000231665 9.63549e-05 -8.05745e-05 0.000267924 -2.88932e-05 -0.000776292 8.06492e-05 -0.000370069 -0.00108468 0.000333896 0.000140948 -0.00104329 0.000681352 0.000138732 -0.000456564 0.000279403 -0.000228653 0.00112697 0.000255235 0.000208039 -0.000676346 0.000207827 0.000247706 0.000634233 -1.53146e-05 -0.000732205 9.82326e-05
internal_weight=158.959 157.535 95.798 90.4729 61.7366 30.3935 31.3431 29.6899 3.79525 25.8947 7.90573 3.35278 29.7107 19.1027 1.9996 10.608 6.18817 2.8651 17.1031 1.58724 5.32505 89.3325 79.4401 3.41008 2.17706 76.03 9.89237 25.1582 3.43993 21.7183
internal_count=4034 3114 1670 1606 1444 942 502 911 386 525 173 377 417 309 66 108 110 69 243 197 64 1586 1298 152 95 1146 288 688 55 633
is_linear=0
shrinkage=0.00196078


Tree=786
num_leaves=31
num_cat=0
split_feature=3 3 3 1 1 4 3 0 2 2 3 0 0 3 1 3 1 2 4 4 4 1 2 3 3 0 3 2 2 2
split_gain=0.0722437 0.252511 0.382209 0.261947 0.432759 0.197846 0.419516 0.228455 0.738121 0.746035 0.43968 0.363894 0.73019 0.320866 0.324069 0.183325 0.223246 0.175753 0.399596 0.285365 0.493664 0.163018 0.827816 0.152936 0.447859 0.231944 0.147972 0.282684 0.723288 0.328629
threshold=0.080135000000000026 1.0000000180025095e-35 -0.046510000000000003 75.077881750900005 80.677940036650014 41.919251152600005 -0.10747999999999999 93.805681087600007 0.051245000000000013 -0.037054999999999998 -0.12244000000000001 86.135510041400025 85.925810307250018 -0.09053499999999999 81.788273244500019 0.078105000000000022 81.788273244500019 -0.06483499999999999 42.047301293400004 42.360359531950003 39.749124837650008 68.20618276945001 -0.076484999999999984 -0.25095999999999996 -0.55648999999999993 75.274139194400007 0.082535000000000011 -0.055334999999999995 -0.08786999999999999 -0.12546499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -5 7 23 10 9 13 11 12 -1 14 -9 16 -6 18 -3 20 -19 22 -12 24 -7 -25 27 28 29 -2
right_child=26 3 -4 4 15 6 -8 8 -10 -11 21 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0082492713275908024 -0.077483261168973735 -0.022185256389369749 -0.061980168589704676 -0.10265571754238981 0.10166570043189929 0.015848678315463053 -0.10472135231260746 -0.13134809802046815 -0.10699301022660491 0.10411137599555971 0.076441302634315603 0.022115322597674389 -0.11710628399376501 0.0020038256344547286 0.051142935763365899 -0.01013873713842136 -0.097591284548216847 0.0029910721903510622 0.046602952859195364 0.011803257355776586 0.098418247163484823 0.097860657432680284 -0.091490251497991393 0.066034464495057413 -0.1033355013627314 -0.0063668919029950411 0.0011054621518904776 0.010237436025949486 -0.12001969912126516 0.012885887839775045
leaf_weight=1.4947421792367106 0.48167812588667458 1.6394936327124017 0.89631075756915635 0.39440084683792509 0.31428437657450536 0.70769656407355797 0.43579070030682387 0.35967526848071507 0.61551887790847093 0.60336046790325681 1.2089001896783884 3.8044530265033245 0.60225361213088024 1.9546771805835308 0.11985616785943876 0.98332604275242375 0.062232522807335044 0.78041294519789417 1.4884970400962627 1.7136589743604416 1.3979545217007396 0.59635914955288161 0.34961390910393775 0.51431230787784477 0.49501371827773277 1.9921710361986695 100.41005012479536 2.1677168016976784 0.70769276203463949 1.62914390701917
leaf_count=164 65 30 24 81 4 40 107 31 89 6 76 53 9 21 52 135 164 9 115 21 42 7 13 39 90 109 2282 59 24 73
internal_value=0.00141404 0.00600205 -0.000916999 0.019211 -0.0140109 0.00253514 -0.0155114 0.0089234 -0.0110141 0.00843459 0.0179639 0.00439546 -0.0277526 -0.0152805 -0.0857355 0.0116991 0.0687315 0.0275129 0.0105486 0.041147 0.0642309 0.0551233 0.03877 -0.00503021 -0.0332054 0.00848934 0.000302907 -0.0158585 -0.0359289 -0.00773586
internal_weight=130.921 25.525 16.7507 8.77426 1.75424 15.8544 4.14498 11.7094 3.65309 3.03757 8.05632 5.90145 2.097 2.43421 0.479531 1.35984 0.376517 7.02002 3.12799 3.89203 2.17837 2.15487 1.55851 3.70919 1.20271 2.50648 105.396 4.98623 2.81851 2.11082
internal_count=4034 1531 930 601 384 906 385 521 199 110 322 226 173 104 83 303 168 217 145 72 51 96 89 278 130 148 2503 221 162 138
is_linear=0
shrinkage=0.0961169


Tree=787
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 3 0 2 3 2 4 0 1 2 4 4 4 1 2 1 2 1 3 0 0 4 4 4 2 0
split_gain=0.271328 0.745163 0.412112 0.306393 0.263092 0.399722 0.369998 0.610559 0.406177 0.757192 0.57091 0.265647 0.247198 0.242484 0.461331 0.520915 0.262457 0.2551 0.44446 0.456025 0.330647 1.11131 0.839639 0.306896 0.494103 0.399764 0.737683 0.89097 0.681202 0.55191
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 80.677940036650014 98.142164052000012 0.080770000000000022 101.55650587770002 -0.08786999999999999 0.090735000000000024 0.10957500000000002 41.092444989200011 99.642323688800005 77.742143758150021 0.20949500000000004 39.861052345600008 40.137820134150012 37.038444968100009 76.599549052750021 -0.10423499999999999 78.10777406390001 0.086310000000000026 63.705703859100005 0.10371000000000001 85.995710218650018 85.925810307250018 41.942745071500006 40.206947806850003 38.804080188450008 -0.12546499999999997 85.667718326750006
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -6 7 11 10 -10 -8 -7 -9 17 16 -16 -15 20 19 -19 23 -22 -23 24 25 26 27 -1 -27 -28
right_child=1 -3 -4 -5 5 6 8 12 9 -11 -12 -13 -14 14 15 -17 -18 18 -20 -21 21 22 -24 -25 -26 28 29 -29 -30 -31
leaf_value=0.00021941482301995885 0.00086198599229275004 -0.0016464770795997351 -0.0020316687845111686 0.00061029455407097188 -0.0020214712635822467 -0.00059675182492397089 0.0017752073118409519 -0.00078328436505527917 -0.0017456824488283579 0.0016638115842982234 -0.0001738851883424617 0.00047230543295000523 -0.0022544527621093761 0.00049062443617818488 0.0012409454615035442 -0.0016382370552089631 0.0015715603087718016 -0.002233018004044237 0.0015373211338009644 0.0017706689372240085 0.000565868372704784 -0.0020256818712386221 4.8832272168011899e-05 0.00021979499721783767 -0.00092603141765270464 0.00026948913541873339 -0.00044536783601874876 -0.0014105101355038037 -0.00099658146432433513 0.00064473121626793266
leaf_weight=3.4341342298794286 1.3003043684911975 1.1577918959665101 0.22145336089715772 5.8035054913852937 0.42370956762169854 1.3875938151031726 1.2882263403153054 1.4871734824555454 0.71116055041784398 0.38655015642871149 1.0476675620302556 2.5103714594151825 0.62309999461285759 2.0108045312226746 0.39052984002046265 0.63349920153268613 1.5137404575943945 0.28863614556030359 1.2206531477277156 0.17611585219856352 2.9022678970068219 1.7340753092139496 1.321914669126272 99.789164352376247 2.1127254306338719 3.3115185495553359 2.1390035796430302 2.0645779954502359 3.225138073270494 10.809285737574099
leaf_count=215 120 442 398 75 126 37 29 67 48 8 30 38 21 28 15 37 21 15 51 40 62 48 18 1305 29 203 143 35 273 57
internal_value=0.000157582 -0.00046103 0.000440888 0.000168293 0.000151071 -0.000158344 -7.47349e-05 -0.000368164 0.000438717 -0.000545056 0.000901023 9.17435e-05 -0.00121768 0.000173019 0.000618279 -0.000540215 0.000954871 0.000157965 0.000916011 -0.000715837 0.000148347 -0.00030308 -0.00112832 0.000169545 -1.55118e-05 6.14857e-05 0.000209131 -0.000392566 -0.000355181 0.000464651
internal_weight=157.426 2.67955 1.52176 154.747 148.943 9.86555 9.44184 6.00824 3.4336 1.09771 2.33589 3.89797 2.11027 139.078 4.54857 1.02403 3.52454 134.529 1.68541 0.464752 132.844 5.95826 3.05599 126.886 27.0964 24.9837 18.447 5.49871 6.53666 12.9483
internal_count=4034 960 518 3074 2999 404 278 163 115 56 59 75 88 2595 101 52 49 2494 106 55 2388 128 66 2260 955 926 450 250 476 200
is_linear=0
shrinkage=0.00196078


Tree=788
num_leaves=31
num_cat=0
split_feature=1 2 1 3 3 1 1 2 2 1 1 0 1 3 3 1 3 4 4 3 1 4 1 0 1 2 4 4 4 2
split_gain=0.0679599 0.432019 0.311957 0.131455 0.196322 0.192735 0.120608 0.121034 0.151968 0.12018 0.144272 0.115284 0.237371 0.565034 0.200956 0.545068 0.524377 0.246151 0.365735 0.448591 0.321222 0.219314 0.321277 0.215497 0.211221 0.143262 0.214306 0.445592 0.227447 0.15953
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 0.086230000000000015 83.468559576050012 80.677940036650014 0.061925000000000015 -0.059754999999999996 87.030766598900016 87.33187390945001 97.878695155250014 76.279622535200005 0.082535000000000011 0.092260000000000023 73.037342029850024 0.11531000000000002 42.434124620650003 39.952536079750011 0.091470000000000024 80.468240302450013 41.178189531300006 78.285212300550015 98.674478761850011 77.086159974350025 0.20949500000000004 39.861052345600008 40.137820134150012 37.038444968100009 0.13747000000000004
decision_type=2 2 2 2 2 2 2 2 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 11 8 -8 -3 -11 12 25 -14 17 -16 21 18 19 23 -19 -17 -23 -13 -20 29 28 -28 -27 -1
right_child=1 9 -4 -5 -6 -7 7 -9 -10 10 -12 14 13 -15 15 16 -18 20 24 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0015362650671800792 -0.10071987858097757 -0.10228484702352533 -0.10177204296057064 -0.039363743351309557 0.096026560544517525 0.08870369639954509 0.012022955696639697 0.0056782775249012429 0.072032441190005292 0.096229832506459043 -0.098579494515624852 0.017813342207963864 -0.10315692534090819 0.077013829094769434 0.024985630044696665 -0.10814264445431832 0.017135433164794867 -0.10325063858379833 4.7458627815987957e-05 0.078415500606806465 0.010130953330855537 -0.10433534814734455 0.017396449170096362 -0.10885752338744001 0.052529230318288503 0.0070745887974223058 0.072688557616953864 -0.082319879964816323 0.074436635086146008 -0.022191284180252551
leaf_weight=108.44334176869779 0.11675495274494074 0.51395210629016119 0.16484090019764608 0.1457149084599223 0.50317082487163134 0.092557238916015194 0.91945760507951468 3.1450893990186159 0.72579077049158425 0.072810331304935971 0.073349167071683041 0.17028378229588126 0.2022739007261396 0.96771188963612076 1.3471000827848909 1.0773936945624885 0.76479189284145821 0.43487431913990793 1.2532740172464403 0.23424434848129749 0.53642387570653227 0.40176431892905373 0.43295109755126759 0.53359686163639708 1.7896149262669494 0.9518697836028871 0.29566621291451145 0.44884266397275496 0.97554249968379736 2.7937286486048825
leaf_count=2290 85 155 398 17 14 4 15 30 30 5 282 4 68 42 8 74 48 114 17 4 6 25 20 73 37 24 15 34 21 75
internal_value=0.00142951 -0.018143 0.0217551 0.0454819 0.0628343 -0.0169573 0.00168519 0.0169495 0.0384958 -0.0799769 -0.00153393 0.00109577 0.00193046 0.0458649 -0.00960525 -0.0258786 -0.051475 0.00361764 0.014414 -0.0391039 -0.0406328 -0.0789174 -0.0411954 -0.0782131 0.0309136 0.0014792 0.0239128 -0.0207615 0.0411693 0.000940346
internal_weight=130.529 1.68315 1.02304 0.858198 0.712483 0.209312 128.846 4.79034 1.64525 0.660112 0.146159 124.055 115.079 1.16999 8.97631 4.024 2.6769 4.95231 3.98101 0.938125 0.971298 1.91211 0.834715 0.703881 3.04289 113.909 2.67192 0.744509 1.92741 111.237
internal_count=4034 960 518 120 103 89 3074 75 45 442 287 2999 2569 110 430 175 167 255 135 81 120 119 45 77 54 2459 94 49 45 2365
is_linear=0
shrinkage=0.0980392


Tree=789
num_leaves=31
num_cat=0
split_feature=0 4 0 0 1 1 4 3 2 4 3 1 0 4 4 0 0 4 3 0 4 0 4 2 1 3 4 4 4 4
split_gain=0.324743 0.314877 0.30045 0.613809 0.35218 1.25487 0.349941 0.285378 0.252587 0.240275 0.21724 0.38214 0.286211 0.84048 1.50702 0.918161 0.682118 0.698432 0.792912 0.669228 0.535776 0.758536 0.502772 0.386938 0.363033 0.350692 0.585695 0.40791 1.23386 0.867498
threshold=103.48144189910001 40.844669808050007 76.451683855550016 71.332859575200004 58.167480110400007 60.613977009100005 44.952171034750002 0.10157500000000001 -0.23349 40.890797847750008 0.41214500000000009 62.068432857650002 85.995710218650018 38.804080188450008 40.340071172300007 85.812895065800021 85.667718326750006 42.488347682450005 -0.26958499999999996 86.135510041400025 42.719328117250008 84.226704768850013 42.006870117350005 -0.089795 62.079186690200011 0.084360000000000018 43.961868063600001 41.243661560350013 41.872294782850005 41.035283712600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -4 -6 -1 -5 -8 -3 12 -12 13 -7 -15 16 17 18 -16 -14 -19 -22 -18 -17 -24 26 -21 29 -29 -27
right_child=1 9 4 7 5 10 8 -9 -10 -11 11 -13 19 14 15 23 22 20 -20 25 21 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0020086895514056704 -0.0019925132734759446 0.0020519507761813478 0.00096817582175959239 -0.0020614198272657057 -0.0019220809958896455 0.00077818496966866016 -0.000242454636415972 0.0014133593709765061 0.0012258053917511016 -0.00056273547973531275 0.0013345033000171256 0.00022039839153570028 0.00076836836020034173 -0.001451735076782695 0.00039935099301157252 -0.00011367213008542684 0.00084537276094252128 0.0019814486493951199 -0.0022569219735081476 0.00037213220335110907 0.0013472948018685377 -0.0020253448676653893 -0.0012131892285025775 -0.0012483442716026011 0.00043301270195391522 0.00012421425431632255 -0.0010449349650004005 -0.00077028968267560676 0.00012816642702347052 0.0011371688826165096
leaf_weight=0.25204976928216627 0.5271636698516875 0.16512756489100866 2.0545973878470241 0.9057510533602906 1.1144760517927341 3.9993662436536423 0.94469256978482008 0.10100444220006466 0.86105617333669193 0.74363056276888528 1.6558537818491448 4.1508710671332665 7.237809711135923 3.1499560782685903 0.69068240839987982 2.1629317570477724 6.8543934561312181 0.59537520236335684 1.1538361387501965 32.182799313522992 0.50737828659475759 0.5182860266068019 0.87684234231710467 2.4807108812965444 1.2482071127742527 45.15655646417872 1.1618573733649089 7.730092112440615 24.50985427449632 3.5026107002049676
leaf_count=173 434 5 33 211 64 77 40 3 8 481 15 60 56 38 7 26 35 8 54 482 80 72 25 35 31 607 328 128 378 40
internal_value=0.000141293 -0.000786961 0.000149742 -0.000458215 0.000161786 0.000150931 0.00015558 -0.00171281 0.000457673 -8.76291e-05 0.000166178 0.000538098 0.000151358 -4.31875e-05 -0.0002055 2.42194e-05 0.00030185 -0.000437075 -0.00126228 0.000190173 0.000501891 -0.000356959 0.000587033 -0.000719833 -0.000246247 0.000153542 0.000322756 8.37967e-05 -8.72542e-05 0.000197129
internal_weight=159.196 1.43592 157.76 3.06455 154.695 152.641 2.0578 1.00676 1.80575 0.908758 151.526 5.80672 145.72 24.238 20.2386 17.0886 12.445 3.46556 1.84452 121.482 1.62104 1.02566 8.97944 4.64364 2.12505 114.244 33.3447 80.8991 32.2399 48.6592
internal_count=4034 920 3114 435 2679 2646 221 214 48 486 2582 75 2507 488 411 373 312 221 61 2019 160 152 91 61 56 1963 810 1153 506 647
is_linear=0
shrinkage=0.00196078


Tree=790
num_leaves=31
num_cat=0
split_feature=3 1 0 3 0 0 0 3 3 3 2 4 0 2 4 1 3 4 4 4 4 3 4 3 4 2 4 2 0 0
split_gain=0.0667313 0.211813 0.18561 0.136595 0.129722 0.546356 0.47491 0.184621 0.183215 0.333345 0.264091 0.942814 0.855209 0.864901 0.628297 0.802752 0.371633 0.354514 0.787944 0.592785 0.664377 0.466885 0.42752 0.469939 0.530853 0.494426 0.601914 0.44265 0.532668 0.908501
threshold=0.41214500000000009 62.079186690200011 87.818484831100008 0.13377000000000003 85.995710218650018 86.135510041400025 85.925810307250018 0.091935000000000031 0.084360000000000018 0.083950000000000011 -0.14831999999999998 39.792680591700012 94.354126546200021 -0.59502499999999992 35.419594101850009 83.116371560950014 0.093905000000000016 41.243661560350013 41.872294782850005 41.50623664750001 41.360869295700006 0.088350000000000026 40.80591513400001 0.11531000000000002 40.664404858950007 0.15607500000000005 38.334060527150008 -0.12546499999999997 94.047642319350018 94.773526014550015
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -1 -6 9 -7 11 14 16 -14 -10 -16 -13 22 19 20 -19 -21 23 24 25 27 -27 -12 -29 -30
right_child=1 2 -4 -5 5 8 -8 -9 10 -11 17 12 13 -15 15 -17 -18 18 -20 21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0019241902488124358 0.036973119282379729 -0.035770143693573536 0.014891072724223646 -0.044966640454787064 0.01399505965567216 0.006104504458590369 -0.061545322664670762 0.04907587027440688 0.046721415115055419 0.082503754393442749 -0.036680688920521454 0.10037705235410521 0.045939600626410088 -0.075419808490108389 -0.10775165247437354 0.059738910719042977 0.035967112711761742 -0.056238673905775589 -0.0033646212724948803 -0.022268536290850228 0.032924183957272542 -0.11214292371512105 0.026065537624599636 -0.044503041617668854 -0.045991720223941004 0.001249092194340089 -0.090120646574303187 0.028676341098411912 -0.10695593285043156 0.0058540167033180835
leaf_weight=21.755273175167535 2.0232927128672591 1.1148205865174534 1.846284776489483 0.6194658971780872 2.8113092165440312 27.15387660181489 1.3646876141428936 2.9602097682654858 0.59454186513357798 0.56025377671812648 1.7991134536569067 1.6495964450296017 1.2083909015454994 1.0591917732217551 1.2600900480465496 0.35183977377528197 1.801095218863338 1.8521261288406123 18.632896078436715 0.84652120922692153 1.4183692405204054 1.6164181178901342 5.9987061833417092 2.3701791230441804 2.1314105443889266 1.8693362310896184 1.1012423987267537 11.043117116671064 0.74450794188305636 8.7565322071573046
leaf_count=982 20 12 55 23 36 1278 29 20 27 26 23 19 28 81 65 38 28 42 466 15 17 41 64 35 20 47 72 123 42 260
internal_value=0.00139901 0.0125237 -0.00418227 0.000956579 0.00118469 0.00269311 -0.00544341 0.031988 0.000928579 0.00764895 -0.00180615 0.0150176 0.0360232 -0.0107476 -0.0394206 -0.0711931 0.0667582 -0.00402155 -0.0131442 -0.0449265 -0.01757 -0.0812528 0.00218509 -0.00261953 0.000997545 0.00495401 -0.0326232 0.00994997 0.0140336 -0.00298585
internal_weight=130.315 4.9844 2.96111 125.33 124.711 101.591 23.12 5.77152 95.8194 27.7141 68.1052 7.92475 5.71827 2.26758 2.20647 1.61193 3.45069 60.1805 24.3663 5.73343 3.2705 2.46294 35.8141 29.8154 27.4453 25.3138 2.97058 22.3433 20.5442 9.50104
internal_count=4034 87 67 3947 3924 2913 1011 56 2857 1304 1553 286 156 109 130 103 47 1267 581 115 59 56 686 622 587 567 119 448 425 302
is_linear=0
shrinkage=0.0980392


Tree=791
num_leaves=31
num_cat=0
split_feature=1 2 1 3 3 1 1 1 1 0 0 1 2 3 2 1 0 3 2 3 2 0 0 2 1 1 2 4 4 1
split_gain=0.069999 0.368015 0.279405 0.119823 0.176831 0.17316 0.109823 0.131496 0.10388 0.10704 0.522689 0.228301 0.257791 0.234592 0.213186 0.150879 0.254407 0.391235 0.105925 0.107425 0.104508 0.216994 0.268601 0.102727 0.230487 0.457017 0.432359 0.741476 0.568373 0.562709
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 0.086230000000000015 83.468559576050012 87.030766598900016 87.33187390945001 80.677940036650014 100.15850764985002 101.55650587770002 78.728807892050014 -0.077729999999999994 0.089920000000000014 0.20167500000000002 77.946466576100008 99.744485097750015 0.085335000000000022 0.061925000000000015 0.093905000000000016 0.20949500000000004 89.953120586650016 92.313586825200005 -0.11572 62.213609596700003 64.02831883475001 -0.12546499999999997 39.952536079750011 36.491284729650012 69.64719632740001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 -3 -8 9 15 14 13 -13 -12 -11 20 17 -17 19 -10 23 -22 -23 24 -1 -26 27 28 -27 -28
right_child=1 6 -4 -5 -6 -7 7 -9 18 10 11 12 -14 -15 -16 16 -18 -19 -20 -21 21 22 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.0033988465871336851 -0.10047940027972872 -0.10198478854828279 -0.10164051027051076 -0.038348810248397189 0.094718969796736135 0.086002049665723335 0.09515706725416212 -0.098530224812708025 0.064933104456207827 -0.093707995713874809 0.074567197491358858 -0.10407710938701033 0.0034528149086415221 -0.0071439962159462415 -0.003095624620118097 0.099356760650410963 0.10143999997587524 -0.041553590210513636 0.0052346088029703881 0.013854042769187471 0.05803541203180132 -0.045281710077564097 0.026366932225355546 -0.00096962447958364188 0.054911828037751145 0.013107630982238213 0.083631250347902711 0.014945592631236381 -0.081820654047056129 -0.0082584819822484855
leaf_weight=12.956858738301891 0.10748424715256988 0.46586524744634406 0.15451810859030957 0.14353601654875092 0.44627132503956091 0.086278134502208559 0.067516763821913628 0.067246597171561007 0.70418682399394927 0.87707206877530486 0.74263875950600799 0.27729489045168543 0.94319651003752325 0.61937529036367778 0.34881890646647662 0.28452780466613947 0.38700204831548035 0.56638709682738408 3.1110006449744105 0.9035143256187439 0.94536073976632851 0.76157416877686079 1.480704026747844 88.076173145807843 2.2803439365379736 0.95352467245174777 1.4172479240223759 6.2209698981532711 1.6644999439886303 1.1688008669880217
leaf_count=440 85 155 398 17 14 4 5 282 37 70 48 76 20 29 10 48 7 17 30 8 41 33 29 1630 49 34 22 267 69 60
internal_value=0.00126847 -0.0195173 0.0188477 0.0426077 0.0607632 -0.0174433 -0.0794373 -0.00149243 0.00151895 0.000971183 -0.0152085 0.00981539 -0.0209779 0.0374091 -0.0679249 0.00148828 0.035537 0.00556383 0.015794 0.0362271 0.00113085 0.018641 0.00203197 0.000644391 0.00597614 0.0148391 0.00684092 -0.00347505 -0.0472463 0.0421004
internal_weight=129.23 1.53872 0.938088 0.78357 0.640034 0.193762 0.600629 0.134763 127.691 122.972 3.8084 2.58251 1.22049 1.36201 1.22589 119.164 1.23792 0.850915 4.7187 1.6077 117.926 3.18764 2.24228 114.738 26.6622 13.7054 11.425 8.83899 2.61802 2.58605
internal_count=4034 960 518 120 103 89 442 287 3074 2999 253 173 96 77 80 2746 72 65 75 45 2674 103 62 2571 941 501 452 370 103 82
is_linear=0
shrinkage=0.0980392


Tree=792
num_leaves=31
num_cat=0
split_feature=4 4 4 1 1 3 3 4 2 0 4 4 2 2 3 2 4 3 3 2 2 1 1 3 3 3 2 3 0 0
split_gain=0.0673282 0.588862 0.359381 0.356192 0.301147 0.432441 0.333261 0.400293 0.257096 0.253649 0.235512 0.342704 0.225095 0.581985 0.44488 0.580384 0.194089 0.193731 0.298145 0.161455 0.598353 0.700638 0.546857 0.246676 0.374795 0.21505 0.264804 0.401623 0.390848 0.200875
threshold=37.038444968100009 36.957836847500012 37.828051409500013 67.649671936450019 71.397382570300024 0.094175000000000023 0.094725000000000018 33.151194885250007 0.26941000000000009 88.17067284620002 36.620308449100001 36.364346611650006 -0.26894999999999997 -0.122095 0.091275000000000023 -0.092990000000000003 35.419594101850009 0.092835000000000015 -0.075324999999999989 0.04932000000000001 0.0023400000000000005 62.132955852800002 61.987779113750001 0.12201500000000003 0.10608500000000003 0.096315000000000026 0.066710000000000019 0.089920000000000014 97.991610396700011 86.692020874450009
decision_type=2 2 2 2 2 2 2 2 2 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 10 -6 -7 -8 19 -10 11 12 -1 -14 16 -16 -15 18 -5 20 -4 22 29 24 25 26 -21 -28 -29 -22
right_child=2 -3 8 17 5 6 7 -9 9 -11 -12 -13 13 14 15 -17 -18 -19 -20 23 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.052430492050739366 0.064613452509862709 -0.12254578798504355 0.001126039991354329 0.042747441239581234 -0.11224150696060338 0.10465725357334854 0.07729580293741424 -0.10449006919575302 0.043816107908780724 -0.082543559300969654 -0.030335957582349096 0.067615301633724076 -0.11152601290532632 0.054513659050154761 0.031572494252530468 -0.055833648604476677 0.0071130812018736908 0.024991383667512523 -0.081035431315009912 0.029870781253437579 -0.1111853648536022 -0.11002575153683908 0.04368719095666887 0.064529628660785737 -0.043934028054619927 0.040237123914577039 0.0058866743013374148 -0.10924960986219211 0.012754607970193316 -0.016798625495290386
leaf_weight=0.84525336857768607 1.7717749264556903 0.41779667136143039 92.792224891149431 0.31543223796688824 0.57206608950605253 0.22603297636669595 0.18717697668216715 0.34329540574663042 0.20758275774278345 0.67682787468038441 1.6902370833558951 0.9361744982888921 0.45536414322122976 1.6825959212146675 1.2486047530546787 1.9400638538063502 1.7752519728383047 1.7916703851556119 0.50789176497710331 3.4249464210479292 0.45389199724013385 1.0536333830605142 0.97695093805668876 0.80877259722910899 1.2777744521736174 2.3465290948224711 6.359162809882946 0.64814167172880821 0.44139868922502501 0.44805887341499329
leaf_count=23 45 15 2558 19 213 4 24 78 15 78 23 15 124 28 13 40 27 28 47 78 78 112 11 24 30 36 198 34 14 2
internal_value=0.00117354 -0.00585606 0.00191818 0.0299955 -0.00175994 -0.046634 0.0029782 -0.040347 0.000817635 -0.0528853 0.00387851 0.0103885 0.0036472 -0.0021589 0.00533403 -0.0216075 0.0301783 0.00654036 -0.0336117 0.0012454 -0.000279465 -0.0447529 -0.0081498 0.0107816 0.00778321 0.0127819 0.00685702 -0.00372481 -0.0598228 -0.0642972
internal_weight=128.623 12.3199 116.303 4.38677 11.9021 1.32857 0.756505 0.530472 111.916 0.884411 10.5735 8.88331 7.94713 7.10188 6.64652 3.18867 3.45785 2.61499 0.823324 111.031 95.7248 2.93254 1.8789 15.3067 14.498 13.2202 10.8736 7.4487 1.08954 0.901951
internal_count=4034 627 3407 139 612 319 106 102 3268 93 293 270 255 232 108 53 55 94 66 3175 2761 203 91 414 390 360 324 246 48 80
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=0 3 3 0 2 3 1 2 0 1 1 1 3 3 3 3 3 0 4 3 0 3 0 0 1 2 3 2 3 3
split_gain=0.0616386 0.292297 0.194802 0.111209 0.105969 0.230097 0.0851852 0.118443 0.081375 0.199674 0.184331 0.143936 0.0760773 0.285439 0.276652 0.204757 0.294998 0.19754 0.168228 0.384727 0.182919 0.379838 0.287058 0.65965 0.147772 0.713233 0.146623 0.533312 0.465655 0.337012
threshold=102.89804648475001 0.090735000000000024 0.086230000000000015 103.33357670195001 -0.078504999999999991 0.086355000000000029 79.95743325765001 0.20949500000000004 102.03236296680001 78.728807892050014 80.882262854550007 81.320481529800006 0.080135000000000026 0.079355000000000023 0.07907500000000002 1.0000000180025095e-35 -0.046510000000000003 92.805574663100018 41.919251152600005 -0.10747999999999999 93.805681087600007 -0.12244000000000001 86.135510041400025 85.925810307250018 68.20618276945001 -0.076484999999999984 0.09180000000000002 0.15844000000000005 0.092260000000000023 0.088350000000000026
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 -8 12 -10 -11 -12 13 14 15 16 18 -15 20 -20 21 22 23 -1 25 -23 27 29 -28 -14
right_child=1 -3 4 -5 6 -7 7 -9 9 10 11 -13 26 17 -16 -17 -18 -19 19 -21 -22 24 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0084551934960239005 -0.0095650894087153295 -0.10486364674477598 0.10162073273689527 -0.10114739286467807 0.10337835889705604 -0.10435609404336391 -0.10118062335452825 0.099805884768540382 0.066608233803768638 -0.040069103561403419 0.046670975866311498 -0.010483704021833455 0.0032762178315172809 0.088927194625760209 -0.06925780711214656 0.023251669328331944 -0.057034183077421509 0.022079826701418198 -0.004990314442713752 -0.10819976608550674 -0.010673825333928171 0.075984811458299384 0.020610076809501457 -0.11970970021972871 0.10036902522405829 -0.092261256500360406 0.037751222625263786 -0.067863404820886278 0.0006993546074591468 -0.015797666804383142
leaf_weight=1.4934237513662165 0.47619590206431783 0.3144656355925689 0.097629063850035891 0.18375731096205072 0.28270097076892853 0.12201566734938751 0.057096608781648683 0.060272112736129202 0.64923958060535314 0.67910523293539915 0.98690981045365311 0.79601218141033314 29.638162639239454 0.59906803406192866 0.52540847516502154 4.4367171240373855 0.88800996151985856 1.6867567854351362 3.6608935283738901 0.4007033800080525 3.4210395896952832 1.1301718833456105 3.7376802115468308 0.5492868348956107 0.52497532032430161 0.32425706171852731 3.6304998301202422 1.293038177942434 51.612947915702534 13.474856870059737
leaf_count=164 9 217 4 549 3 81 94 3 28 25 10 71 667 69 29 153 22 24 256 103 71 76 53 9 7 13 40 88 856 240
internal_value=0.00105668 -0.0184839 0.00274308 -0.0350653 0.0430064 -0.0128022 0.0736462 0.00203156 0.00130363 0.0172754 0.0042663 0.0211534 0.000899714 0.00603371 0.00239619 0.00422666 -0.00100621 0.0395992 0.00225793 -0.0151726 0.00858982 0.0170825 0.00413572 -0.0260085 0.0548907 0.0384753 -0.000304754 -0.00458316 0.00313434 -0.00268527
internal_weight=127.733 1.59413 1.27967 0.659953 0.619714 0.219645 0.40007 0.117369 126.139 3.11127 2.46203 1.78292 123.028 23.3784 21.0926 20.5672 16.1304 2.28582 15.2424 4.0616 11.1808 7.7598 5.78039 2.04271 1.9794 1.45443 99.6495 44.4061 55.2434 43.113
internal_count=4034 960 743 558 185 85 100 97 3074 134 106 81 2940 1049 956 927 774 93 752 359 393 322 226 173 96 89 1891 995 896 907
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=2 2 1 1 3 2 0 3 4 3 4 1 3 3 3 1 0 3 3 2 4 3 3 1 3 1 1 0 2 0
split_gain=0.0653249 0.479864 0.469542 0.443591 0.361087 0.223657 0.192207 0.180002 0.429456 0.433755 0.474654 0.354301 0.259822 0.340188 0.302896 0.240779 0.566576 0.557016 0.21487 0.170788 0.528392 0.608772 0.829433 0.503569 0.348444 0.666017 0.31861 0.394566 0.279406 0.89864
threshold=0.048475000000000011 0.0023400000000000005 62.132955852800002 61.987779113750001 -0.046510000000000003 0.051245000000000013 86.692020874450009 0.11278000000000003 37.038444968100009 0.076835000000000028 35.419594101850009 67.300172379550006 0.10608500000000003 0.09450500000000002 0.10010000000000002 71.787208999250012 86.256490657300006 -0.097689999999999985 0.087795000000000026 -0.037054999999999998 41.872294782850005 0.084565000000000015 0.089675000000000019 62.111448187750007 0.10469000000000002 62.132955852800002 62.036171360100006 90.767723400200012 -0.053159999999999992 92.313586825200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 6 -4 -2 -3 8 9 10 -7 -9 13 15 -15 16 18 -18 -10 28 21 -21 -23 -22 25 -25 -24 -28 -1 -30
right_child=5 2 4 -5 -6 7 -8 11 12 -11 -12 -13 -14 14 -16 -17 17 -19 -20 20 23 22 26 24 -26 -27 27 -29 29 -31
leaf_value=0.0011400346162964167 0.055807273129613331 -0.10849596367375978 0.015461062900057533 0.039734853317840678 -0.11379014030285425 0.065927492000520685 -0.014712963592352708 0.068621275364480552 0.078294346814362759 -0.1119008871922109 -0.093297451036546672 -0.0071231669133728906 -0.044079311323137145 0.065275282448873581 0.0068241828224002224 0.0085910502490376597 0.022168872492816297 -0.098451528561775734 -0.0062801096099291158 0.074656694729624273 -0.084975711262044645 -0.052543209875356496 0.0056514577988071501 0.058540189524765772 0.016751527974207342 -0.10957923500426386 0.10593786787997941 0.025562818735617467 -0.06181772107876967 0.010199035556480641
leaf_weight=84.103234848008753 0.83299542329769138 0.39150087905727493 0.26572139015024732 0.93920125943259336 0.95227385830276012 0.42671696978505369 0.45320145785808563 1.1395112484169652 0.47775354364056999 0.63164750115356583 0.31117821759835351 1.2389120935513345 0.97135653955047097 1.6659642409940727 1.7443686526676172 8.1879925716175403 0.53653001414932089 1.1713713014032687 0.72978187317494303 1.936258238456501 0.80770406588635424 1.4755762396525822 2.3799097910523415 0.34971700794994864 2.97206493280828 0.64277802094147773 0.94021751772379536 1.5628869082102026 2.8282430814142563 4.0505457092713186
leaf_count=2739 53 48 12 11 103 52 2 24 48 65 12 37 27 31 26 242 11 70 20 56 45 32 19 4 15 98 11 41 41 39
internal_value=0.000938853 -2.33646e-05 -0.0386676 -0.00662882 -0.0855923 0.00607221 -0.0581793 0.00391816 0.000355302 -0.0522668 -0.00121935 0.0291663 0.00500934 0.00829467 0.0353778 -2.37118e-05 -0.0242182 -0.0605591 0.0271812 0.00109155 0.0115724 0.026526 0.0118698 -0.014419 -4.43921e-05 -0.0503404 0.0313344 0.0557533 -0.000413744 -0.019411
internal_weight=127.117 107.051 3.0019 1.7839 1.218 20.0661 0.844702 19.2331 16.8547 1.36954 0.737895 2.37842 15.4851 14.5138 3.41033 11.1034 2.91544 1.7079 1.20754 104.049 13.0671 8.29485 6.35859 4.77226 3.96456 0.992495 4.88301 2.5031 90.982 6.87879
internal_count=4034 3316 176 61 115 718 50 665 604 129 64 61 475 448 57 391 149 81 68 3140 321 159 103 162 117 102 71 52 2819 80
is_linear=0
shrinkage=0.0980392


Tree=795
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 4 1 4 4 1 0 0 0 3 1 0 0 4 4 4 4 4 0 2 2 0 4 4 2 0
split_gain=0.211502 0.83694 0.57221 0.516046 0.609396 0.657658 0.931802 0.796442 0.639973 0.55835 0.709742 0.631479 0.726155 0.65593 0.594062 0.455462 0.709748 0.616105 0.786531 0.649546 0.649367 0.402853 1.51087 0.792574 0.459979 0.438166 1.152 0.900005 0.667512 0.616886
threshold=66.590419433100024 66.351146659450009 65.611820673600008 93.399723909900004 68.910558799650019 37.784765830350004 67.649671936450019 41.898943182100005 34.41230404325001 69.873026810350026 93.805681087600007 93.953546284800012 94.773526014550015 0.10371000000000001 69.238550691600025 87.170566421650008 86.89903215050002 41.481306584950012 40.241071441700008 43.157831852650006 38.625745710700009 43.272784938550004 86.256490657300006 -0.095854999999999996 -0.50001499999999999 85.995710218650018 42.719328117250008 42.824128352900011 -0.13953999999999997 86.135510041400025
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -2 7 -7 -6 14 -11 -12 13 -13 -5 16 21 18 20 -19 -17 24 23 -23 -1 26 -26 28 -27 -30
right_child=3 -3 -4 9 8 6 -8 -9 -10 10 11 12 -14 -15 -16 17 -18 19 -20 -21 -22 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.00078050789129246729 0.0011214524491987819 0.0012844814421608627 -0.00061978408324520529 -0.000132702699223646 0.00035370920856072198 -0.0024888236377519366 0.00037893374361732573 -8.0797461007233045e-05 -0.0022684816797418849 -0.0014949080190457494 0.0012411716297593531 -0.0010206849771996528 0.00012139881029278733 0.0014699050921973998 0.0013942688578784269 0.0008265550434625159 -0.0010649937212165864 -0.00014780838889514285 0.0015424284391137412 0.00087702288853607391 -0.00053254652284322299 0.00038520720101798095 -0.0029499842451233007 -0.0016943450960442508 0.00010990284205313615 0.0011266258831312056 -0.0020565070254715033 0.0011957383950672339 0.00066756075994469386 -2.0491778845493291e-05
leaf_weight=1.8158914264931798 1.2471465913113196 2.6120158303529015 3.4903175216168156 1.6002896583231621 0.51292992965318251 1.1906296756933445 2.2895573092391714 0.94894865085370828 1.1835222472946041 1.116443167469696 1.7541352052357968 3.6528513886441933 40.573219501007316 0.45746248349314544 2.5253624783072155 4.1255906783044356 1.9150390587747086 8.5156242884695512 3.5352101027965546 3.2988501545041791 2.0101402085274458 4.2015994015746401 0.74777139537036408 0.84660849080682865 24.627915591670902 2.9726375043392208 0.98129867718671349 4.3817795030772677 6.6325782276690033 20.476133664138615
leaf_count=53 15 30 42 26 6 38 38 22 92 29 27 220 1810 13 28 49 29 72 66 26 25 203 10 90 575 15 113 23 52 197
internal_value=0.00013335 0.000189585 0.000159345 4.07997e-05 -0.00044449 -0.00013631 -0.000490468 -0.00142081 -0.00147565 0.000110032 5.00011e-05 8.71435e-05 4.18399e-05 -0.000743492 0.000801975 0.000189201 0.000112164 0.000438755 0.000805748 0.000138346 0.000381297 0.00014547 -0.000348841 3.64564e-05 0.000191763 0.000221153 2.68899e-05 0.000365509 0.000244574 0.000147851
internal_weight=156.24 97.187 94.575 59.0525 7.37273 5.67628 4.42914 2.13958 1.69645 51.6798 47.5541 46.4377 44.6835 4.11031 4.12565 91.0847 69.5993 21.4854 9.67094 11.8145 6.13573 67.6842 5.79598 5.04821 61.8882 60.0723 25.6092 34.4631 30.0813 27.1087
internal_count=4034 1670 1640 2364 211 113 98 60 98 2153 2099 2070 2043 233 54 1598 1360 238 140 98 74 1331 303 293 1028 975 688 287 264 249
is_linear=0
shrinkage=0.00196078


Tree=796
num_leaves=31
num_cat=0
split_feature=0 4 4 0 1 4 1 3 1 1 0 0 4 3 1 4 4 1 4 2 0 1 1 2 2 0 2 0 2 1
split_gain=0.249964 0.312092 0.253627 0.408867 0.621179 0.789479 0.625971 0.547017 0.439236 0.702185 0.642901 0.81814 0.634036 0.598656 0.60844 0.583842 0.538711 0.552679 0.463194 0.450619 0.946321 1.16015 0.756956 0.744069 0.390117 0.387048 0.938558 0.715069 0.618704 0.518492
threshold=103.48144189910001 40.844669808050007 42.141702038450013 85.121961326250016 58.167480110400007 39.011793722550003 57.576019321700009 0.093325000000000033 64.665483411650015 62.154463517850012 86.162394622750014 87.009258933850006 41.975471476700008 0.089920000000000014 63.154569942350008 39.458743938000005 41.481306584950012 75.499969677400017 40.137820134150012 -0.037054999999999998 85.925810307250018 61.993156030000002 62.052302108850007 -0.085584999999999994 -0.0034049999999999996 86.20003303655001 -0.097294999999999993 85.764502819450016 -0.083064999999999986 61.977025281250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 7 -1 -6 9 15 -11 -12 16 14 -13 -5 -10 -18 -17 20 -20 -22 -23 -24 -21 26 -4 28 -28 -30
right_child=1 -3 25 8 5 -7 -8 -9 12 10 11 13 -14 -15 -16 18 17 -19 19 24 21 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00084494397564592876 -0.0019921263278963029 3.4182299650346568e-05 0.00016138200917401325 0.00097045755091218272 -0.0020689874824018411 -0.0021980881797288654 0.0016518359040552264 0.00020305261928908017 0.00010939821841863734 0.0018819318789881996 -0.00044067932766627017 -5.7661113060699246e-05 0.0012459306776761271 0.0017140843383935565 0.001490076708783306 -0.00034872702388105692 -0.0015433286699825599 0.00020199133446091545 0.00058595913299533875 0.0010722604136297607 -0.001102784098340092 0.00092727117911892685 0.00029609625846350286 -0.00088093291594061411 0.00024935671081818616 0.00012878811587550937 -0.002052875410556649 -0.0021308165454663277 -0.0012018730749537693 0.0012920759490265394
leaf_weight=0.62705258526693697 0.4673426487463519 0.77993658528384913 5.6225037958065514 3.876536911353468 0.49625443470722608 1.0530307051812995 1.0045023985585428 2.2755599210941 47.758384565793676 1.7714750096201886 2.2267599496990425 2.7549534579738975 1.7952184099704016 2.405721340328455 1.512724603526294 5.6162208802998057 1.5771362716332071 1.2507760542212052 10.46050229296088 4.211098188534379 3.8979981727898112 3.3047435432672492 5.137263499200337 3.452686041593557 4.6725173871964234 28.987579583754268 0.57448445807676751 1.5417725881561635 0.50851791931927282 0.86682379823469091
leaf_count=118 434 486 237 37 111 117 21 34 818 28 16 23 24 35 36 35 47 32 64 38 40 17 22 36 37 810 50 62 112 57
internal_value=0.000149131 -0.000725055 0.00015634 0.000202937 -0.000320704 -0.000752799 0.000692253 -0.000203724 0.000229471 0.00035135 0.000803189 0.000588478 0.000100799 0.000931884 0.000490951 0.000243308 6.01603e-05 -0.00077138 0.000174139 0.000257713 0.000128545 -0.00017443 0.0001298 -0.000177005 0.000639438 1.79749e-05 -0.000334469 -0.00113293 -0.000343885 0.000369965
internal_weight=152.488 1.24728 151.241 113.139 5.4564 3.82485 1.63155 2.77181 107.683 55.3012 10.6716 8.90016 52.3815 6.6734 4.26768 44.6296 50.5863 2.82791 40.753 35.1368 26.2532 15.7927 11.8947 8.58995 8.88362 38.1017 9.1141 3.4916 1.94983 1.37534
internal_count=4034 920 3114 1786 401 262 139 145 1385 464 138 110 921 94 59 326 897 79 289 254 179 115 75 58 75 1328 518 281 219 169
is_linear=0
shrinkage=0.00196078


Tree=797
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 1 0 1 1 4 2 0 1 3 4 0 0 0 1 4 4 1 2 0 1 0 2 3 2 2
split_gain=0.0694924 0.617228 0.736033 0.443629 0.303674 0.469163 0.507065 0.452525 0.400307 0.442675 0.756536 0.454989 0.410446 0.34859 0.301806 0.2965 0.544691 0.441714 0.242019 0.239121 0.229022 0.604074 0.961439 0.71977 0.441457 0.298858 0.248882 0.247395 0.237347 0.21376
threshold=66.590419433100024 90.297243227400017 89.953120586650016 0.09091500000000001 93.399723909900004 69.873026810350026 93.692765846100016 69.238550691600025 69.238550691600025 40.137820134150012 -0.102645 91.937202686950016 69.873026810350026 -0.10747999999999999 33.96174662340001 93.953546284800012 94.625660817400004 94.165934477050016 66.351146659450009 48.86568841230001 38.400997490450003 63.353515844050008 -0.097799999999999984 88.606203063300015 62.55235532115001 81.87699236280001 -0.26894999999999997 0.41648000000000007 -0.30094499999999996 -0.10946499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 18 8 7 -7 -6 9 11 -11 -2 -10 -8 -14 -15 17 -17 -3 -18 25 24 23 27 28 26 -1 -23 -22 -27
right_child=4 3 -4 -5 5 6 13 -9 12 10 -12 -13 14 15 -16 16 19 -19 -20 -21 21 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.059566160648186289 -0.026009088832559979 0.038016001313907199 -0.088619065822677187 0.0011902513071468839 -0.0069269142223278568 -0.1097167222518734 -0.075002174704458996 0.069318793515192184 -0.11680005849467799 0.014883164119235051 -0.095023312826453793 0.065001802566705583 0.10348724223872592 0.04004198434852721 -0.10106521584675564 -0.017081500630028855 0.00079976210503407376 -0.10596561993515957 0.10349059407634985 0.070200621334478214 -0.037456894790833577 0.074557124297769548 -0.11828075361308793 -0.095550684700149532 0.050606720062847312 0.05738305940839139 -0.086623686689965368 -0.027287852075293176 0.001723077694886046 0.015072458681765122
leaf_weight=0.15701431984780345 1.0435690900776529 1.1382727900054304 0.90652095526456733 1.56316577270627 1.3267610929324285 0.43179916241206129 0.6222692677972067 1.8834344300776136 0.77600080380216219 1.2645142247056353 1.2409102510864616 1.1597830709069965 0.17882779240608215 1.8025846032542165 0.12089274853497045 1.7074099182573257 33.621333992038899 0.83132866745290801 1.1200839988887308 0.50390478171516306 1.5870505227357998 0.83590681769419484 1.0977178554094269 0.52381911873817433 1.8259731455473218 1.5234730392694471 0.45082415080651028 0.33373942784965038 60.014860110853995 5.52245185530046
leaf_count=13 31 26 20 16 26 18 227 28 16 33 40 15 2 37 74 33 1487 98 22 199 41 77 57 12 32 33 164 6 1073 78
internal_value=0.00110669 0.00294363 0.000940374 0.0421432 -0.00186937 0.00104152 -0.00194486 0.0378067 -0.0233725 -0.0107989 -0.0395524 0.0218965 -0.0784112 -0.000754343 0.0209807 0.000446756 -0.00149994 -0.0461873 0.0704896 0.00182456 0.00203939 0.000146429 -0.0453838 0.00186865 0.00215001 0.018417 -0.0488605 0.0454973 0.000713684 0.0242209
internal_weight=127.116 78.6009 74.7794 3.82152 48.5153 42.7308 39.5206 3.2102 5.7845 4.70878 2.50542 2.20335 1.07572 39.0888 0.299721 38.4666 36.664 2.53874 2.25836 34.1252 73.8728 66.2191 2.79118 1.69347 63.4279 7.65376 0.607838 1.16965 61.6019 7.04592
internal_count=4034 1670 1606 64 2364 2153 2099 54 211 119 73 46 92 2081 76 1854 1817 131 48 1686 1586 1298 152 95 1146 288 177 83 1114 111
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=0 1 0 4 4 3 2 3 1 2 4 2 3 2 2 0 4 2 2 0 1 3 4 4 0 4 0 1 0 2
split_gain=0.303954 0.649071 0.43074 0.432171 0.398019 0.778886 0.393133 0.865873 0.896447 0.835233 0.739379 0.85848 0.692708 0.536258 0.930718 0.673326 0.554708 0.842911 0.411324 0.639469 0.929711 0.436846 0.335823 0.515254 0.50773 0.388723 0.311572 0.344032 0.353156 0.547049
threshold=91.066142252700018 67.649671936450019 90.297243227400017 41.872294782850005 37.903039192800001 0.085335000000000022 -0.059424999999999999 0.083495000000000028 68.910558799650019 -0.054619999999999995 38.244973486750006 -0.116995 0.094175000000000023 -0.59502499999999992 -0.54526999999999992 93.805681087600007 39.184300550350009 -0.075639999999999999 -0.079634999999999997 93.953546284800012 70.897329358050015 0.084090000000000012 42.488347682450005 40.844669808050007 97.521130223850008 43.384297312450009 93.399723909900004 69.873026810350026 94.773526014550015 -0.028049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 -6 7 -3 -9 -8 11 12 -10 -12 -15 -16 -17 18 19 -18 -21 -22 23 -23 -24 -26 -11 -28 29 -29
right_child=1 6 3 -5 5 -7 9 8 10 26 13 -13 -14 14 15 16 17 -19 -20 20 21 22 24 -25 25 -27 27 28 -30 -31
leaf_value=0.00017276450442545125 0.00029851639583810353 -0.0010610732865735254 0.00033859531374017703 0.0016155388016799673 0.00049866212706542402 -0.0022752776784389418 0.0018517567335872575 0.0014742124519319852 -0.0022596151000551182 -0.00065729572422397486 0.00095098593971697774 -0.0022218543480294712 0.00060924262214271285 -0.0021384168127047644 -0.0016439011152289448 0.00095639362117090924 0.0021474062251631556 -0.0021505917181623806 0.00082279925877936516 -0.001907008439832997 0.0016527489449717435 -0.0006670920515804684 -0.0022452480725575195 0.00048000472327931976 -0.0011897767343876484 0.0014270721532982503 0.0010294676104150521 0.00047187144158354372 0.00023008651041539491 -0.0014821307640915785
leaf_weight=91.816767092364898 0.71184811694547478 3.1799560872743795 2.8223891658708444 1.5947673457849303 0.56009413389256213 1.2752549262368118 1.1723500454536431 1.5408121673390294 0.42848116585810236 1.6778358319279529 2.3230899024019989 1.2473653869947181 1.3218265795112527 0.78478496983008028 0.86082359030841615 2.6477888543959152 0.47284770011903177 0.68120847926909966 2.3824133377638654 1.0765915195224796 0.58999313786625762 2.2688455139650596 0.6455060578882692 4.4747076347848633 0.4618552121828543 0.41376341282193607 1.8487062547355915 1.0109995268285277 20.613696594112298 1.2102939537435329
leaf_count=1665 8 705 33 37 15 46 22 18 61 36 47 105 39 52 10 42 2 38 22 47 10 73 48 105 26 18 17 7 622 58
internal_value=0.000134003 2.17257e-05 0.000201537 0.000799622 -0.000946045 -0.00142875 6.62732e-05 -9.81959e-05 2.61571e-05 0.000232348 -7.05066e-05 -0.000978877 -9.30633e-05 6.50724e-05 -5.08018e-05 4.57048e-05 0.000135956 -2.53435e-05 8.78802e-05 -8.04073e-05 -0.000186478 2.2712e-05 -9.3652e-05 9.40679e-05 -0.000925865 4.67848e-05 0.000160329 0.000215906 0.000150041 -0.000592786
internal_weight=154.118 57.8837 96.2339 4.41716 2.5472 1.83535 55.3365 27.8027 24.6227 27.5339 23.0819 2.99767 1.75031 20.0842 17.7611 16.9763 16.1155 13.4677 12.7865 10.4041 9.93126 8.85467 8.26468 6.74355 1.52112 0.875619 26.3615 24.6837 22.835 2.22129
internal_count=4034 2299 1735 70 69 61 2230 1468 763 762 745 205 100 540 493 441 431 389 351 329 327 280 270 178 92 44 740 704 687 65
is_linear=0
shrinkage=0.00196078


Tree=799
num_leaves=31
num_cat=0
split_feature=1 0 1 2 4 0 1 1 4 2 0 4 2 2 2 4 0 4 1 0 2 4 0 2 2 2 0 2 3 4
split_gain=0.0642017 0.415638 0.267098 0.407899 0.214919 0.584107 0.322882 0.209329 0.214471 0.438531 0.474572 0.319597 0.34671 0.698245 0.562675 0.487177 0.404913 0.316647 0.377199 0.651978 0.380197 0.306643 0.226203 0.188328 0.779397 0.39317 0.272893 0.744847 1.03239 0.353368
threshold=64.665483411650015 89.705782438650019 65.29995953045001 -0.11347 38.625745710700009 85.812895065800021 63.353515844050008 62.55235532115001 40.241071441700008 -0.056724999999999998 85.995710218650018 40.563919884450009 -0.0034049999999999996 0.022350000000000005 -0.026144999999999998 41.481306584950012 86.565663342300013 40.984321400500008 62.041548276350007 85.812895065800021 -0.044409999999999998 41.872294782850005 67.469545241750026 -0.058374999999999996 -0.06828999999999999 -0.032369999999999996 86.83719761350001 -0.083424999999999985 0.083495000000000028 43.272784938550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 7 8 9 10 -6 -10 14 -14 17 -15 21 18 19 20 -13 -16 -17 24 26 -25 29 -28 -29 -19
right_child=2 -3 -4 -5 6 -7 -8 -9 11 -11 -12 12 13 15 16 22 -18 23 -20 -21 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.0016239171551914453 0.0075820133929671105 0.063098030488779336 -0.00046311583681397131 -0.1180484232736506 -0.067895591852512552 0.075301367706609376 -0.046239077740898048 0.038339178089006908 0.027508707263078309 0.01130382085707759 -0.0079484597930529598 -0.10706295603125958 -0.11640523073917718 0.024819075669459026 0.068265679707422741 0.073874754108510007 0.091179670939441848 0.011200336825574413 -0.0029089250773235236 -0.12563853018346957 0.10947765306331958 -0.040510340585580382 -0.11119170345322611 -0.045551200890213306 0.068012155794957521 0.011675912184304074 0.013279315093014239 0.013774164238585122 -0.11116915245850029 -0.021639297094150203
leaf_weight=3.0539691302947167 0.54781279931194149 1.1369016664102662 55.228267141951505 0.48926049345027312 2.1597646154114045 1.458487683907151 1.4349604102899309 1.5243526651756827 4.970330193580593 4.2945593455806357 3.3987151309847832 0.12268185056746006 0.74183614470530956 1.5612178628944096 0.45563283431692914 0.076912200711376388 1.2064062617719171 21.992624063877873 1.8726872503757475 0.80249869823455811 0.23912774026393113 0.60100578645869973 0.46745473693590611 2.3000249734614044 1.8814731137827028 2.5114286557291186 3.5110397972166538 1.1731457561254495 1.5158532969653604 3.8503057698253533
leaf_count=220 72 37 2466 39 38 33 31 25 42 39 22 66 19 29 9 14 25 317 12 9 1 38 106 30 23 14 31 6 48 173
internal_value=0.00111038 0.00312496 -0.00140726 -0.0516867 0.00213935 0.0232394 0.000666966 0.00173145 0.00082712 -0.0126974 -0.0312411 0.003397 0.000840803 -0.0329775 0.00302754 -0.00358439 0.0515928 0.000396516 -0.0306974 -0.0753927 0.0360534 0.00639494 -0.0850441 0.00283436 0.00546028 -0.0156804 0.00178741 -0.0170536 -0.0566594 0.0063076
internal_weight=126.581 70.3154 56.2653 1.03707 69.1785 4.51246 64.666 63.2311 61.7067 9.85304 5.55848 51.8537 46.8834 2.84742 44.0359 2.10558 2.26304 41.7729 3.037 1.16431 0.36181 1.05664 0.544367 38.7359 33.9244 4.81145 32.043 6.20004 2.689 25.8429
internal_count=4034 1457 2577 111 1420 253 1167 1136 1111 99 60 1012 970 168 802 149 72 730 88 76 67 47 120 642 598 44 575 85 54 490
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=4 0 2 0 4 0 0 4 1 3 4 1 0 3 1 3 3 3 0 3 0 4 2 4 3 0 0 1 4 3
split_gain=0.341735 0.586827 0.901191 0.567351 0.616243 0.499333 0.512616 0.457899 0.441346 0.334845 0.332124 0.388541 1.52829 0.625131 0.5748 0.438384 0.61202 0.74741 0.566506 0.528181 0.42413 0.390199 0.349949 0.509111 0.385351 0.382993 0.336524 0.609015 0.780821 0.611231
threshold=42.094663496250007 86.329079026800017 -0.097294999999999993 86.83719761350001 43.218894539100006 85.683849075550015 85.57631075030001 42.233786329550007 62.036171360100006 0.10791500000000002 42.066503896600004 71.015621515800021 96.163458868000006 -0.059734999999999996 70.776348742200014 0.099465000000000012 0.08766000000000003 0.088220000000000021 97.752337623100019 0.08481000000000001 97.096353839300008 38.334060527150008 -0.078504999999999991 39.184300550350009 0.090390000000000012 99.744485097750015 85.121961326250016 58.167480110400007 39.011793722550003 0.093325000000000033
decision_type=2 2 2 2 2 2 2 2 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 8 6 -4 -5 -3 -7 11 14 13 -13 26 16 19 -18 -17 21 -21 -14 23 -19 -25 -26 27 -1 29 -29
right_child=1 3 5 7 -6 9 -8 -9 -10 -11 -12 12 15 -15 -16 18 17 22 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00078947897723299551 9.9277796669445601e-05 0.00046228293640791605 -0.0013855307560694046 -0.0015528754160434894 -0.00037862258809562792 -0.0018535295210463838 0.0010069776484809662 4.6809950450230935e-05 0.0016295247481562553 -0.00032006173639408667 0.001170593495875439 0.00034934214295493775 -0.0020187360127802258 -0.002152906063330596 0.001285863011237724 -0.0022417822953405193 0.0020167483707938584 0.00089590694740455999 -0.00015342560953516228 -6.7538074724978757e-05 -0.0022806605553822271 0.00016579905867415698 0.00063934800356380591 4.5626814588925793e-05 -0.0021496655479765108 0.00012787466516655578 0.0002769240480403317 -0.0020816957842559689 -0.0021802046330173584 0.00029793092453500282
leaf_weight=1.5766629793142772 6.036577330691216 2.757705487310889 0.63324600917985463 0.70985135220689954 1.6918144542723892 2.3783537507988517 0.75458887877175584 22.302549179630205 2.2710761409252882 0.71116064023226488 1.3784148718114 0.49807919736485962 0.3318542705312727 1.6738589792512382 2.0844008916756129 0.58055954752489825 1.1546483201527724 1.5074888546696446 3.5727239057523548 0.59727281332015969 0.75222365736408392 5.9632824208965758 7.1363428874192314 2.0240189813921465 0.80075892806053139 0.43976709499838762 74.37236956594279 0.50745140095386965 0.9675869931525084 2.277856376953423
leaf_count=133 242 14 174 25 11 73 29 1055 67 16 15 13 169 112 15 19 15 67 172 3 103 217 139 20 26 33 800 110 116 31
internal_value=0.000157679 3.04452e-06 -0.000395113 0.000143838 0.00064504 -0.00106168 -8.46842e-05 -2.5347e-06 0.000989428 -0.00150055 0.000214155 0.00020204 -1.75303e-06 -0.00157908 0.0002694 0.000136048 0.000252656 0.000510527 -0.000445343 -0.000187991 -0.00130116 5.06392e-05 0.000364483 -4.6565e-05 -0.000481776 -0.00134228 0.000242817 -0.000233136 -0.000662756 -0.00013561
internal_weight=150.445 40.2469 10.5139 29.733 6.7206 4.47735 1.38783 23.0124 5.02878 3.08951 110.198 108.819 27.0329 2.17194 81.7863 24.8609 20.7077 13.063 4.15328 7.64463 1.3495 6.29514 11.9084 4.77203 3.26455 1.24053 79.7019 5.32956 3.75289 2.78531
internal_count=4034 1706 534 1172 92 292 203 1080 81 89 2328 2313 1108 125 1205 983 792 300 191 492 106 386 285 146 79 59 1190 390 257 141
is_linear=0
shrinkage=0.00196078


Tree=801
num_leaves=31
num_cat=0
split_feature=0 3 1 1 2 2 2 2 4 3 3 2 2 2 1 0 0 3 3 1 0 1 4 0 1 4 2 0 1 3
split_gain=0.0707139 0.139001 0.110566 0.495539 0.302729 0.218229 0.280101 0.104383 0.250228 0.172436 0.102777 0.178319 0.47758 0.119803 0.415565 0.42388 0.559131 0.332178 0.736677 0.836314 0.856153 0.558896 0.350471 0.315423 0.362791 0.323681 0.291169 0.265867 0.233251 0.438257
threshold=71.131225215400022 0.049900000000000007 58.167480110400007 60.613977009100005 -0.23349 -0.082094999999999987 -1.0000000180025095e-35 -0.13734499999999997 49.122847560300009 -0.15572 -0.27628999999999998 -0.030380000000000001 -0.073609999999999995 -0.037054999999999998 61.853356207250009 85.877418060900013 85.683849075550015 0.096315000000000026 0.088435000000000027 77.543197856500015 86.054856297550018 62.041548276350007 36.893814626400008 94.985914206850012 68.910558799650019 40.280372415600006 -0.0034049999999999996 96.163458868000006 73.037342029850024 0.10507500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 7 -7 8 9 -6 11 12 -5 -12 -15 16 -16 18 21 20 -20 -17 -23 24 25 -24 -27 -22 29 -19
right_child=2 -3 3 10 5 6 -8 -9 -10 -11 13 -13 -14 14 15 17 -18 28 19 -21 27 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10800830152516119 -0.014872893500699173 0.0098408486804784021 -0.085141028002724925 -0.10433660370303598 0.041006407537976235 0.09011079505346771 -0.10556930061476742 0.10076054327115776 0.10591195569749799 -0.10715621166780308 -0.00046041193463199054 -0.10972456975788697 0.10391622613858083 0.078322821546047708 0.0069292248929754639 0.076630108932838337 -0.1045084476999177 0.072060366935609965 0.022169885986080787 0.052006074799172755 -0.088588155408912628 0.048426990853652492 0.045864012808517929 0.009084709517601406 -0.087458647326784211 0.011077907679604039 -0.089984387547054401 -0.023688519579370095 -0.0066702902128431933 0.017321797096399378
leaf_weight=0.1743550541868889 1.2818516307161192 0.23495426092995331 0.66690338276384764 0.22126896095687698 0.19303706195205439 0.12437502481043339 0.17761650456304678 0.57852328056469549 0.3133305162191391 0.13244521198794246 87.155328927106439 0.22747014345259131 0.21921858191490173 0.78748104012629383 1.0256845142357622 1.2230828776955665 0.80253424821421493 1.7783881096402172 1.2782787757460017 1.0146438615711302 2.6945556628925265 1.6538474370827305 0.71835281653329586 7.7158657672184745 0.7942295971133716 0.56589264911599457 0.57449436240131013 0.82432269048877049 2.5815614463608645 8.2384881398174894
leaf_count=175 48 16 87 44 10 4 43 9 2 39 2500 25 2 18 62 24 18 29 9 86 70 69 29 307 65 22 27 11 103 81
internal_value=0.00113751 -0.0403598 0.00127278 0.000824532 0.0209173 0.0511133 -0.0249786 0.0699899 0.0421233 -0.0192839 0.00129409 -0.0378245 -0.000694876 0.00150928 0.00651833 0.00482964 -0.0419886 0.00753352 -0.000795267 -0.0304769 -0.0479228 0.0122281 0.00567635 -0.00114245 -0.030887 -0.00671427 -0.0398344 -0.0733849 0.0201324 0.02704
internal_weight=125.972 0.409309 125.563 122.762 2.80118 1.51933 0.301992 1.21734 0.638813 0.325482 122.095 0.667958 0.440488 121.427 34.2717 33.4842 1.82822 31.656 19.0576 5.8118 4.79716 13.2458 12.0227 10.3688 2.65297 1.85874 1.14039 3.51888 12.5984 10.0169
internal_count=4034 191 3843 3688 155 107 47 60 51 49 3601 71 46 3530 1030 1012 80 932 719 176 90 543 519 450 143 78 49 81 213 110
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=4 4 4 1 1 1 4 3 0 2 4 4 2 0 0 3 3 3 3 0 4 2 2 2 2 3 0 2 2 1
split_gain=0.062585 0.50374 0.296893 0.303095 0.253676 0.382041 0.57407 0.418206 0.263063 0.218971 0.234012 0.213767 1.06403 0.50433 0.315863 0.26972 0.427095 0.226575 0.204044 0.176236 0.275019 0.146916 0.426669 0.145864 0.167335 0.141309 0.131403 0.112549 0.380804 0.575007
threshold=37.038444968100009 36.957836847500012 37.828051409500013 67.649671936450019 65.611820673600008 65.536543845950021 36.491284729650012 0.096010000000000026 89.582113364650013 0.26941000000000009 39.051326806600009 35.419594101850009 -0.041369999999999997 89.953120586650016 91.937202686950016 0.088555000000000023 0.094375000000000028 0.098075000000000023 0.086230000000000015 94.496614827150012 34.883496062400006 -0.033799999999999997 -0.046635000000000003 -0.122095 -0.26894999999999997 0.11531000000000002 88.872360418250011 0.04932000000000001 0.0023400000000000005 62.132955852800002
decision_type=2 2 2 2 2 2 2 2 2 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 26 5 6 7 18 -6 27 -11 13 -13 -10 -15 19 -17 -18 23 -16 -21 22 -5 24 -1 -19 -2 28 -4 -30
right_child=2 -3 9 21 8 -7 -8 -9 11 10 -12 12 -14 14 15 16 17 25 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.074163535710651748 0.032059296748052614 -0.12057170005121898 0.00092842647344114771 -0.10790355073771163 -0.085354542298653802 0.076935958602491514 -0.12290712581787802 0.066151028506202386 0.10441787113896546 0.0031114570754950765 -0.10635378239067471 -0.1040684127774596 0.014449635977960333 -0.086422746402697537 0.10296368464703987 -0.12400996160361476 0.064409856087378342 -0.041817730944271742 -0.096567518178425057 -0.103062213096797 0.10355965730944186 0.025729353126375705 0.027097107096590252 0.024592585782283877 -0.10279682284056668 0.017896986136320417 0.088705783654254786 0.0093283189841796548 -0.0050447671090451118 -0.1061222454935429
leaf_weight=0.070866235531867106 0.78997738717589416 0.37116212351247746 91.473882658549883 0.37499611344264838 0.46331410261336703 0.8844853788614272 0.32751362584531296 1.0279439450241623 0.47815512493252788 0.38787970256816962 0.39332885094790981 1.152562382209908 2.2099492960405769 0.42011434980668161 0.40999573096632991 0.28734750262719932 0.50418539615384395 0.80851197603260494 0.27014444324595377 0.1324231993468743 0.12543938599264948 1.5244689002829548 0.62312553729861975 0.74012146983295379 0.21725942344528448 0.77724186532122985 0.85025404393672943 14.508384030796149 1.7139355151593911 0.83798624145629208
leaf_count=2 35 15 2558 66 8 8 12 32 5 22 71 107 44 9 6 47 14 34 23 106 4 24 4 13 114 24 10 414 91 112
internal_value=0.00103149 -0.00593904 0.00174887 0.0279603 -0.00217632 0.0200182 0.00104837 0.0184995 -0.0122843 0.000750718 -0.0520029 -0.00765048 -0.0261746 0.00814485 -0.00513942 0.00607459 -0.00969984 0.00601676 -0.0192265 0.0622247 -0.0025493 0.00620199 -0.0236229 0.00109275 -0.0592724 -0.0125491 0.0614234 0.00113043 -0.000134523 -0.038236
internal_weight=125.157 11.6787 113.478 4.16282 11.3076 3.53833 2.65385 2.32634 7.76924 109.315 0.781209 7.30593 3.36251 3.94341 3.46526 3.04515 2.37729 2.08994 1.29839 0.667858 0.257863 2.52259 0.998122 1.02825 0.288126 1.58575 1.64023 108.534 94.0258 2.55192
internal_count=4034 627 3407 139 612 204 196 184 408 3268 93 400 151 249 244 235 119 72 152 116 110 94 70 129 116 58 45 3175 2761 203
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=0 3 3 0 2 3 1 2 4 4 2 2 4 2 3 3 0 3 0 1 0 4 3 4 4 3 3 4 2 0
split_gain=0.0617942 0.264644 0.176586 0.10548 0.097285 0.213925 0.0763688 0.103709 0.0627618 0.211182 0.218938 0.198987 0.172347 0.178062 0.172467 0.213418 0.136111 0.13395 0.0970818 0.339677 0.304335 0.2166 0.223798 0.272074 0.341185 0.581522 0.26204 0.208614 0.332823 0.0881376
threshold=102.89804648475001 0.090735000000000024 0.086230000000000015 103.33357670195001 -0.078504999999999991 0.086355000000000029 79.95743325765001 0.20949500000000004 47.927946529500012 44.421469061800003 -0.60918499999999998 -0.098419999999999994 49.283271594150008 -0.2351 0.076130000000000017 -0.55648999999999993 71.332859575200004 0.081155000000000019 85.667718326750006 62.052302108850007 75.462331263550013 35.171584490050009 0.10828500000000003 42.488347682450005 40.098777110850008 0.08729000000000002 0.10249000000000003 42.719328117250008 -0.242175 85.812895065800021
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 -8 9 18 -11 -12 14 -14 15 -10 -15 -13 19 20 -1 -22 23 24 26 -26 -23 -25 -29 -20
right_child=1 -3 4 -5 6 -7 7 -9 12 10 11 17 13 16 -16 -17 -18 -19 29 -21 21 22 -24 27 25 -27 -28 28 -30 -31
leaf_value=-0.10140076581729388 -0.0099157696919187945 -0.10459437850127824 0.10096261290668528 -0.10109247191939114 0.10302618662320323 -0.10398552239360886 -0.10100741251365986 0.098630793216521323 0.055350288743382485 0.056571619337207828 -0.1037854702017329 0.05948971292887726 0.048746530597361538 -0.0035321333909559259 0.063525364015409119 -0.026042152174349038 -0.10485057843743227 -0.10074267669843631 0.011820321516204869 -0.10289557860988455 0.062946193449894827 0.045663597882015489 -0.056662083968344427 0.10048887843889892 0.0061279096378324058 -0.11126330006641372 -0.01470399548575041 0.10531595922820113 -0.10138292763857544 0.0011240195494667965
leaf_weight=0.31258617921230225 0.47542767048071144 0.2924669702392747 0.091936379947583191 0.1730723106686014 0.25542540848255157 0.11418533322239455 0.050712816387203929 0.053443936099938583 0.53984207229223113 0.16823933157138526 0.52490117606066633 0.15845513951171497 0.22557993233203921 0.25001375377178148 0.89273994113318611 0.79890189778234311 0.28231309209513711 0.077783490831279778 8.3242387180216593 0.37325164995490911 0.49871147250814818 1.3492187513038518 0.75258623983245332 0.4499921379610895 1.017048538662493 0.72122691152617324 1.5395210757851598 0.14493508636951447 0.1684254264109768 103.32389881919516
leaf_count=331 9 217 4 549 3 81 94 3 8 5 226 32 5 4 22 42 99 47 89 111 26 33 32 7 21 52 10 1 51 1820
internal_value=0.000928842 -0.0192 0.00136907 -0.0342491 0.0422003 -0.0125726 0.0735975 0.00142907 0.00117562 0.000818795 -0.0466647 -0.0694837 0.0154879 -0.0257123 0.0294812 0.00677896 -0.0572651 0.0067319 0.00118971 -0.00996062 -0.00497257 -0.000434233 -0.00557973 0.00155223 -0.00757305 -0.0425788 0.0134914 0.0568646 -0.00578083 0.00192151
internal_weight=124.401 1.50667 1.2142 0.6485 0.565704 0.206122 0.359582 0.104157 122.894 119.905 0.929379 0.76114 2.98939 0.757907 2.23148 1.33874 0.532327 0.236239 118.976 7.3275 6.95425 6.64167 6.14295 5.39037 4.62702 1.73828 2.88874 0.763353 0.313361 111.648
internal_count=4034 960 743 558 185 85 100 97 3074 2894 310 305 180 108 72 50 103 79 2584 675 564 233 207 175 116 73 43 59 52 1909
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=4 3 0 0 0 2 2 4 0 4 2 3 3 3 3 2 3 4 1 2 2 1 1 3 0 2 3 2 4 3
split_gain=0.0567997 0.269149 0.185361 0.0686633 0.111614 0.0678852 0.288321 0.476557 0.245778 0.28147 0.241309 0.209331 0.20621 0.232684 0.538642 0.221622 0.504033 0.144316 0.117541 0.0765841 0.283136 0.38116 0.373327 0.315005 0.163236 0.127549 0.271711 0.12247 0.442473 0.546343
threshold=32.724174661450007 0.088555000000000023 92.805574663100018 93.55565448145002 95.262825394300009 0.12427500000000002 0.086310000000000026 37.999598532650005 101.28228314840001 41.178189531300006 0.15607500000000005 0.11278000000000003 0.10301500000000002 0.091645000000000018 0.088435000000000027 0.22598000000000004 0.075350000000000014 38.969453495950006 59.094998165400007 0.048475000000000011 0.0023400000000000005 62.132955852800002 61.987779113750001 -0.046510000000000003 86.692020874450009 0.05399000000000001 0.093580000000000024 -0.037054999999999998 41.872294782850005 0.084565000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 19 -8 10 -10 -7 12 13 14 15 -12 -17 -15 -9 20 27 22 24 -23 -22 26 -21 -2 29 -29
right_child=5 -3 3 4 -6 8 7 18 9 -11 11 -13 -14 17 -16 16 -18 -19 -20 25 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10204408351800587 -0.00032525763263683178 -0.087791934319334186 0.10347735471531067 0.10100276149724537 -0.10266415494197229 0.07205318631840911 0.025895259907546226 -0.014227047655529644 -0.10784565576358081 0.05207480568604949 0.064961959191622856 0.038399024963287509 -0.046194069140032483 0.055074801989952016 -0.11061636014428503 0.039121572645317453 -0.10545915480999551 0.005421678647082314 -0.1180096745874373 0.085774894746027674 -0.10835825364118097 0.021364363202427183 0.040169155881043347 -0.11227063864127332 -0.015333474714745011 0.0047852071967700686 -0.0042568367098304851 0.074250203634782797 -0.014485180770158977 0.010608535978412059
leaf_weight=0.081338794072506881 89.210861954897041 0.36717628889073239 0.19460872560739517 0.056502653285861015 0.051372577693086896 0.66068089548934761 0.5206519187613583 0.13333249755669385 0.34906796396899142 0.16073781602062809 0.51285287884820752 1.7839789591671431 0.85483672004193056 1.1105512956855821 0.47417141650657857 0.63761705718934514 0.3877582193526905 1.2377670395071616 0.60116118989708411 0.63220785588964534 0.32360716438961323 0.22971278966997499 0.91474373833625577 0.75990113434363571 0.45225805789232254 8.0738866424217104 0.71354420110583305 1.7340417327832236 4.5514647292866357 6.0733601905740215
leaf_count=68 2687 55 2 2 71 34 10 9 87 25 24 31 17 18 26 16 45 24 102 64 48 12 11 100 2 121 5 56 162 100
internal_value=0.000833394 -0.0265844 0.0319685 0.0680049 0.00401206 0.00100067 0.000374527 -0.0472912 0.00980838 -0.057424 0.0142829 0.00882996 -0.00128414 0.00751961 -0.0174335 0.0112908 -0.0155534 0.0289033 -0.09917 0.000900855 0.000120619 -0.031961 -0.00310877 -0.0812508 -0.0541334 0.00953596 0.0380383 0.000967189 0.0102965 0.0247435
internal_weight=123.846 0.750999 0.383823 0.302484 0.107875 123.095 114.925 1.25515 8.17002 0.509806 7.66021 6.99953 5.21555 4.36072 2.0124 1.53823 1.02538 2.34832 0.734494 113.67 104.25 2.68022 1.69061 0.989614 0.775865 9.41964 1.34575 101.57 12.3589 7.8074
internal_count=4034 198 143 75 73 3836 3489 121 347 112 235 201 170 153 111 85 61 42 111 3368 3178 173 61 112 50 190 69 3005 318 156
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=4 4 0 3 0 0 4 1 3 3 4 0 1 3 2 2 4 0 0 4 3 4 0 3 0 2 2 2 4 4
split_gain=0.062774 0.345273 0.582422 0.417597 0.321068 0.504076 0.418169 0.812128 0.437638 0.266841 0.225158 0.290029 0.282119 0.215215 0.19753 0.172814 0.209117 0.156516 0.281562 0.610866 0.19832 0.365682 0.146115 0.450241 0.116501 0.119186 0.0944343 0.261952 0.576248 0.302302
threshold=37.038444968100009 36.620308449100001 89.813320763900023 0.09062000000000002 89.813320763900023 89.582113364650013 36.124181380200007 65.611820673600008 0.10335500000000002 -0.09053499999999999 37.828051409500013 91.066142252700018 64.307918480350011 0.092835000000000015 -0.033799999999999997 0.26941000000000009 39.051326806600009 91.937202686950016 94.114853772600014 35.050303764500008 0.094375000000000028 34.883496062400006 93.805681087600007 -0.094699999999999993 83.503509531750026 -0.26894999999999997 0.13006000000000004 0.086310000000000026 37.999598532650005 38.064633603500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 8 24 22 11 12 -2 14 -13 26 -17 -11 -19 20 21 -20 -6 -24 25 -1 27 29 -29 -12
right_child=10 2 3 -5 9 -7 -8 -9 -10 17 15 13 -14 -15 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.028031395593534781 0.01110882390935612 -0.12865545532432415 -0.066472558401278692 0.040314788571264637 0.10118786509397444 0.10395543013816116 0.096425439480264524 -0.16126840828440159 0.087801677778026901 -0.044008006679876061 -0.074117977213305986 -0.1063387775246105 0.10297206296273298 0.024276107114144449 -0.0013199492849056812 0.0036402287506279254 -0.10563648816673187 0.029364835326740751 -0.1186405618538621 -0.10833672518029935 0.017203828673321927 0.095442832500270761 -0.11045046435402742 0.10793559895520931 0.0069665349093657172 -0.10800537004146403 0.014797611896954705 0.10341494915220249 -0.096382482951082038 0.0011544355957984983
leaf_weight=0.085518021442112402 0.59880482917651467 0.57698174988035988 0.69356447529389675 0.77584004270102014 0.30001420679036428 0.70128385163843621 0.39790281653404225 0.31682641059160221 0.52124028373509645 1.5797521380300175 0.53636453748185786 0.27711721623109076 0.75686104781925678 1.8092256517229541 0.50636742535425583 0.36444523348472913 0.33709699407063454 1.4036738595459608 0.29627302783956189 0.67378941854076391 1.6220952275207308 0.10919479373842478 0.17428081250290006 0.20598253607749939 0.35736076577450149 0.2608531753030533 4.6931920027673177 0.1827910989522924 0.68649383353476878 101.43190443140156
leaf_count=5 28 17 30 28 7 8 30 6 21 19 42 52 15 29 15 22 71 20 87 94 58 5 62 1 20 109 174 2 123 2834
internal_value=0.00075008 -0.00644038 -0.0435192 -0.0100892 0.00198481 0.0312971 0.00502801 -0.0185596 0.0183506 -0.0101774 0.00145851 0.0249145 0.0623956 0.00531655 -0.0384649 0.000602821 -0.0488682 -0.0172603 -0.00696692 -0.0258456 0.00156745 -0.0609867 0.0490112 0.00784575 -0.0330904 -0.0744183 0.000925575 0.000292497 -0.0543696 0.000758494
internal_weight=123.233 11.0524 2.04639 1.4694 9.00604 2.64099 1.9397 1.5418 1.22497 6.36506 112.181 3.94838 1.35567 2.59271 0.783485 108.232 0.701542 5.68478 4.10503 2.70135 2.02756 0.405468 0.680278 0.380263 0.703732 0.346371 107.531 102.838 0.869285 101.968
internal_count=4034 627 75 58 552 199 191 161 155 353 3407 139 43 96 67 3268 93 283 264 244 150 92 70 63 134 114 3175 3001 125 2876
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 4 1 4 1 1 1 4 0 0 0 1 0 2 4 3 4 4 3 1 1 0 3 4 3 3
split_gain=0.0568069 0.382517 0.535731 0.269856 0.399254 0.391625 0.69294 0.476773 0.360585 0.55691 0.437952 0.327261 0.304724 0.418057 0.431281 0.40626 0.241487 0.229791 0.267263 0.235253 0.446217 0.320821 0.240721 0.223394 0.338393 0.611883 0.43546 0.250758 0.218802 0.199846
threshold=65.611820673600008 66.351146659450009 66.590419433100024 93.399723909900004 68.910558799650019 37.784765830350004 67.649671936450019 41.898943182100005 69.999384342500022 70.077349628250019 69.238550691600025 34.41230404325001 93.953546284800012 94.625660817400004 94.165934477050016 70.206395618550019 87.350693116400024 -0.026144999999999998 42.094663496250007 0.08729000000000002 40.720231579350006 43.047778594550003 0.081965000000000024 70.727956495850009 71.015621515800021 96.039789794050009 0.076615000000000016 47.709122305950011 0.10111000000000002 0.10040500000000002
decision_type=2 2 2 2 2 2 2 2 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 28 -3 4 5 -4 7 -7 10 -10 -5 -6 -11 14 -14 -15 -1 19 -19 21 -21 22 -18 27 -25 26 -26 -17 -2 -27
right_child=1 2 3 8 11 6 -8 -9 9 12 -12 -13 13 15 -16 23 17 18 -20 20 -22 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=-0.00028088685450909206 -0.065871195812338273 0.052331079125367275 0.050694226818045501 -0.01270670219864912 0.010468409873595335 -0.11914452461000841 0.019947202283605445 -0.0093220810062955798 -0.095964025927053068 0.041884490634636874 0.063395175840601878 -0.11096990574917703 -0.011538134768277683 0.11138256553278553 -0.1050631421661382 -0.10822590664558132 0.0009469049265020277 0.076378332701435458 -0.0041464471838892035 0.057911711929257682 0.0040177126935196546 0.02960467853520056 -0.057901181548458108 0.040302959110857788 0.0050363475290230624 0.0045046945932645062 -0.1040859363969696 0.0062998218709682729 -0.0075407687665458942 -0.019526280537585539
leaf_weight=57.994749969297118 1.41110788937658 1.8898297958075989 0.86594604176934709 1.2535972723271691 0.30843205121345796 0.91618629261211049 1.6858988670574033 0.69529918826447101 0.61986824311315913 1.6304243831254996 1.9058507637600994 0.79109536321084306 1.3711341985836036 0.32659967732615669 0.76993784072692495 0.40407528844661911 1.3614749861881121 1.1641454424243409 0.63809357583522786 2.2018417250365019 5.0821856185793877 1.399339093826711 1.4201743900775907 2.0109709840617134 0.58585405133635748 25.280195494368346 0.97314858421123063 0.36287077883025631 1.1815192848443983 4.0094656529668091
leaf_count=1398 29 30 15 26 6 38 38 22 12 36 41 92 33 2 109 30 28 53 11 35 36 19 18 33 31 1387 180 13 13 220
internal_value=0.000677288 -0.00186192 0.000132336 -0.00197699 -0.023309 -0.0091544 -0.0248716 -0.07176 0.000727977 -0.00194757 0.0331997 -0.0769048 -0.000402751 -0.00231292 -0.0451701 0.000389633 0.0025034 0.0146743 0.047868 0.00945638 0.020309 -0.00945078 -0.0290981 -0.000688391 0.000556828 -0.00203415 -0.0630791 -0.0540395 -0.0392887 0.00121509
internal_weight=122.511 51.2493 48.6567 46.7669 5.26286 4.16333 3.29738 1.61149 41.504 38.3445 3.15945 1.09953 37.7247 36.0943 2.14107 33.9532 71.262 13.2673 1.80224 11.465 7.28403 4.18099 2.78165 33.6266 32.8596 30.8487 1.559 0.766946 2.59263 29.2897
internal_count=4034 2436 2394 2364 211 113 98 60 2153 2086 67 98 2074 2038 142 1896 1598 200 64 136 71 65 46 1894 1851 1818 211 43 42 1607
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=4 2 2 4 2 4 1 4 2 4 1 0 1 2 0 2 0 2 2 4 0 4 3 3 3 4 2 0 4 1
split_gain=0.0581982 0.250177 0.405001 0.20834 0.0993819 0.0904753 0.314124 0.325715 0.260612 0.182445 0.243366 0.215219 0.167485 0.37258 0.297549 0.240277 0.170024 0.114944 0.270138 0.224583 0.143839 0.354948 0.111054 0.183226 0.0980057 0.801494 0.753161 0.191436 0.438139 1.16212
threshold=33.96174662340001 0.15844000000000005 -0.116995 34.466665687600006 -0.092710000000000001 37.038444968100009 71.397382570300024 36.620308449100001 -0.59681499999999998 37.828051409500013 67.649671936450019 88.606203063300015 65.611820673600008 -0.048954999999999992 88.606203063300015 -0.041369999999999997 82.602876058000007 0.22598000000000004 0.20167500000000002 40.890797847750008 93.953546284800012 40.844669808050007 0.092835000000000015 -0.075324999999999989 0.10507500000000002 40.137820134150012 -0.054619999999999995 87.170566421650008 41.770271989050009 61.966271448700006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 7 12 -8 10 11 -7 13 14 16 -14 -5 18 24 20 -19 -22 23 -12 -11 26 -26 28 -27 -30
right_child=3 -3 4 5 -6 9 8 -9 -10 17 22 -13 15 -15 -16 -17 -18 19 -20 -21 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.10732503703116268 0.052792352817210765 -0.086364449613759886 0.086479222479275558 -0.060110588835423431 0.014242639915993961 0.0095352969289671172 0.095284406690086906 -0.042551123165161728 -0.1087432952917292 0.0019045689772613809 0.035463759180714004 0.088353570946806417 -0.031364747819960327 -0.023990861185395698 0.10328427616915686 0.01790971003938566 0.071216040070490552 0.028989171854766446 0.061161432333644787 -0.10745095874185551 -0.10492162466671889 0.017822444086214414 0.017007152402253121 -0.071229574827675252 -0.11924211579592717 0.0051286246252784003 -0.014545228983421291 0.017164530475923166 0.039536546611648515 -0.11898998608762819
leaf_weight=0.24741543895066787 0.76735160634916511 0.40312515008918115 0.28204226694288081 0.22713752724302982 0.58650768888264693 0.59434573969338023 0.071933556245312502 1.7258143553190164 0.48281308243622323 86.815707425664414 0.25909823743495541 0.83057677187025547 1.8373879588907587 0.74533991981297587 0.76181451976299286 2.1448356490582228 0.17418414726853371 0.59737706632586085 0.73959197370277152 0.27589989684929594 0.40432251374295447 0.56454947590827942 1.6734246806304325 0.42494361075387133 1.1049618809629467 7.309718303033149 1.8169155081395754 5.8874166418891027 0.82752623013220716 1.0481454019318333
leaf_count=127 49 61 17 49 54 29 9 36 144 2810 19 16 33 13 10 20 5 30 22 46 67 2 28 47 53 49 33 98 14 44
internal_value=0.000606909 -0.0188437 0.00554707 0.000852904 0.0376999 0.000518952 -0.00963698 -0.00434552 -0.0822872 0.00126541 0.0228511 0.0554779 0.00684768 0.0312047 0.0665741 -0.0048254 -0.00311138 0.000505149 0.000937355 -0.024259 -0.00960451 -0.0334002 0.00313058 -0.0308168 0.000512385 -0.00620423 -0.0541383 0.00308783 -0.00593469 -0.0490498
internal_weight=121.632 1.51909 1.11597 120.113 0.86855 119.346 8.17126 7.61651 0.554747 111.175 3.78239 1.42492 5.8907 1.90848 1.16314 3.98222 0.401322 107.392 105.55 1.84215 1.56625 0.968872 2.35747 0.684042 104.81 17.9947 2.92188 15.0728 9.18539 1.87567
internal_count=4034 259 198 3775 71 3726 319 166 153 3407 139 45 130 77 64 53 54 3268 3123 145 99 69 94 66 3101 291 86 205 107 58
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=2 2 0 3 2 1 2 3 1 2 3 0 2 1 4 4 1 2 4 2 0 2 3 2 3 4 2 2 4 2
split_gain=0.0651572 0.108155 0.143782 0.243701 0.134103 0.31215 0.296518 0.391709 0.395364 0.432396 0.377767 0.274274 0.156963 0.372921 0.392077 0.366174 0.238581 0.130057 0.129526 0.127178 0.342775 0.126227 0.148455 0.121896 0.564373 0.409446 0.324296 0.258638 0.202512 0.170426
threshold=-0.69416999999999995 -0.63113999999999992 86.256490657300006 0.094175000000000023 -0.59260499999999994 78.285212300550015 -0.50001499999999999 0.098105000000000026 72.378669787950017 -0.5775499999999999 0.08092000000000002 91.394134144600017 -0.25073999999999996 62.272755675600003 35.782584506850007 39.110279783550006 81.479100559500012 -0.085584999999999994 40.890797847750008 -0.24255499999999999 86.692020874450009 -0.086139999999999994 -0.097689999999999985 -0.16276499999999997 0.076130000000000017 48.226196960950006 -0.15076499999999998 -0.14815999999999999 43.047778594550003 -0.14429
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 7 8 9 -6 -10 -11 13 -8 -15 -16 19 21 -3 20 -14 22 -18 24 25 -21 -25 -28 -26 -29
right_child=1 4 3 -5 6 -7 12 -9 10 11 -12 -13 16 14 15 -17 17 -19 -20 23 -22 -23 -24 26 28 -27 27 29 -30 -31
leaf_value=0.050600466231737209 0.0042900325718195622 -0.026809396584798195 -0.13086595562659314 0.0012931613350084573 0.10184263278825981 0.092462764321942267 0.084617230641177002 -0.12919768353698036 0.078381003016452205 -0.10766060078130493 -0.10884810159657338 0.03082812395095268 -0.11341093379343613 0.10194745437812205 -0.10918961869856612 0.039071732199876905 0.056259627486738663 -0.086020254623181816 0.026485919276659206 -0.1007470028312497 0.025786257696233512 0.10249225087245835 -0.10177158575679338 -0.060275388447336556 0.084395430311712163 0.0054765578892265639 0.064760259724528133 -0.044890832301639143 0.019842977585368137 0.00095997813108347524
leaf_weight=0.25946264999220048 0.59090360067784675 0.75938482845231137 0.28637833937887081 0.27210109320003539 0.41525532584637415 0.52255102851268009 0.73480639296030748 0.3784377602423773 0.13259401655886904 0.26166133744118192 0.57549415400717407 0.31536284508183599 0.34180145872960466 0.23063257468311349 0.40810136337495351 0.28148217363923322 0.097289563684626046 0.48910284679027327 1.1414686100324614 0.46446440326963001 0.36670695788779994 0.082275512145315588 0.1528138427123622 0.87112836599317134 1.1230647457778102 1.659016619552858 0.63217408327181956 0.81694937485734342 0.85671526327496383 105.39070811998137
leaf_count=18 4 25 32 10 4 60 24 21 35 87 67 13 22 9 34 23 17 442 28 248 23 4 337 113 24 54 42 27 32 2155
internal_value=0.000542014 0.000434362 -0.0300947 -0.0664757 0.000727995 0.024012 0.000246039 -0.0371847 -0.0167061 0.0240276 -0.0737883 -0.0319719 0.000922662 0.0314964 -0.0109214 -0.0486706 0.000476233 -0.0532194 0.00519461 0.000868242 -0.0413658 -0.00495227 -0.0402979 0.00113586 0.0180524 -0.0177575 0.000491421 0.000986888 0.0564615 0.000607294
internal_weight=120.91 120.651 1.14938 0.558479 119.501 2.4234 117.078 2.07881 1.70037 0.99228 0.708088 0.577024 114.999 1.65502 0.920216 0.689584 113.344 0.821482 1.90085 112.523 0.708508 0.332379 0.250103 111.814 4.10326 2.12348 107.711 106.84 1.97978 106.208
internal_count=4034 4016 46 42 3970 113 3857 227 206 104 102 100 3630 90 66 57 3540 800 53 2740 45 358 354 2695 358 302 2337 2224 56 2182
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=0 1 3 0 1 4 2 3 2 1 0 2 3 2 2 4 4 3 0 0 0 4 0 1 2 1 1 4 3 2
split_gain=0.227941 0.656572 0.596457 0.489943 0.433824 0.353877 0.34865 0.802898 0.782205 0.869941 0.76477 0.678858 0.379796 0.367688 0.678751 0.622677 0.579889 0.346524 0.30857 0.495002 0.710044 0.324555 0.681436 0.606895 0.501845 0.496395 0.289743 0.502824 0.483757 0.507999
threshold=91.066142252700018 67.649671936450019 0.13377000000000003 90.407470010750018 66.590419433100024 41.872294782850005 -0.059424999999999999 0.083495000000000028 -0.08786999999999999 70.776348742200014 93.953546284800012 -0.054619999999999995 0.11922500000000003 -0.079634999999999997 -0.075639999999999999 39.337369931850013 42.283941020600004 0.08481000000000001 94.114853772600014 94.300357383600002 94.773526014550015 42.522337019050006 97.39208423365001 75.634392583900009 -0.14654999999999999 78.285212300550015 65.611820673600008 37.999598532650005 0.09062000000000002 -0.091639999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 6 26 -2 -5 7 -3 10 -10 -9 -8 17 16 -15 -16 -11 -12 -19 -20 -21 24 -23 -24 25 -22 -1 -28 29 -29
right_child=1 2 -4 5 -6 -7 11 8 9 13 12 -13 -14 14 15 -17 -18 18 19 20 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00021949200980346189 2.0271710111858553e-05 -0.0010086418731528855 -0.002061034577725814 0.00035127937041387017 -0.0017122368953171321 0.0016446054908609337 0.0018439200824137342 0.0013800578294654244 -0.0016961486994976867 -0.0021633354504640456 0.0015599185910655409 0.00022325960289361791 0.0016482148683537444 0.0009840449075932821 0.0004191722172404621 -0.0021573975576474869 0.0002896865595162854 -0.0012414854972857977 0.0019514248287050044 -0.0021388432693306239 -0.001243950493997256 -0.0021961599128682186 0.0016481864425199686 -0.0013348652700733495 0.00053232498919122745 0.00055172492723141488 0.00015014679173974349 0.0010288019409436734 -0.0029512944224533151 -0.0021030639174346834
leaf_weight=83.049515349372086 0.97177006304264013 2.8858979508638631 0.48340637348337523 1.7033150875940912 1.2977623944170771 1.5568071276647968 1.0351072878256697 2.2582708028494443 1.6794902810361225 0.71213133994933675 0.58251401640881972 24.84002528958445 0.6220220348332085 2.1118789224929064 0.78999594106062454 0.6634621728444472 0.77235745823600155 0.71130589209496875 0.52399571752175589 0.56597206852165882 1.435308105530565 0.67985582374967535 0.5881348857656119 0.47316498278814834 6.8192148653815821 1.0072256607418237 2.7447320834617122 0.42861104963230878 0.45891162019688636 0.37189018452772871
leaf_count=1573 14 705 59 24 55 32 22 26 51 82 17 718 10 23 19 38 27 9 8 45 58 42 12 36 118 105 30 19 19 38
internal_value=0.000162167 6.20383e-05 0.000106892 0.000222601 -0.00097041 0.000968882 0.00012714 -3.37689e-05 8.85719e-05 -0.000473678 0.000321163 0.000288092 0.000150464 -6.71035e-05 0.000274301 -0.000756958 -0.000887065 8.087e-05 1.3582e-05 8.74054e-05 2.97735e-06 0.000113149 -0.000663541 0.000318237 0.000259162 -0.000503469 0.000194653 -0.000320524 -0.00134629 -0.000426174
internal_weight=144.824 54.5103 52.2407 90.3138 2.26953 3.26012 51.7573 25.8822 22.9963 6.72932 16.267 25.8751 14.0087 5.04983 3.56534 1.45346 1.48449 13.3867 12.8042 12.0929 11.5689 11.0029 1.74116 1.0613 9.26175 2.44253 87.0537 4.00414 1.25941 0.800501
internal_count=4034 2299 2230 1735 69 56 2171 1431 726 240 486 740 460 189 80 57 109 450 433 424 416 371 90 48 281 163 1679 106 76 57
is_linear=0
shrinkage=0.00196078


Tree=810
num_leaves=31
num_cat=0
split_feature=3 3 0 2 2 2 2 2 2 3 3 2 1 4 1 1 0 2 3 1 0 1 1 1 4 3 0 1 1 2
split_gain=0.0543599 0.250109 0.235961 0.310583 0.347634 0.244413 0.39324 0.228378 0.234819 0.307209 0.197037 0.206774 0.160788 0.488768 0.307473 0.300472 0.117467 0.116391 0.204872 0.0932906 0.0809077 0.235212 0.155538 0.421955 0.110984 0.224744 0.150319 0.240204 0.207554 0.178023
threshold=-0.23921499999999998 -0.10747999999999999 93.692765846100016 -0.018034999999999999 -0.046635000000000003 -0.080019999999999994 -0.11103999999999999 -0.23349 -0.2351 -0.55648999999999993 -0.27172999999999997 -0.016334999999999999 66.590419433100024 40.280372415600006 61.998532946250002 57.772276765200012 86.692020874450009 -0.23349 -0.16320999999999999 71.015621515800021 78.14810093585001 55.855406118200008 58.167480110400007 60.613977009100005 32.724174661450007 0.088555000000000023 83.941728207000011 61.87486387225001 61.622148808000013 -0.55354000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 4 5 6 7 8 9 -1 11 -5 14 -14 15 17 -9 -2 -19 -4 21 -3 -22 -24 25 -25 27 -26 -28 -29
right_child=1 20 19 10 -6 -7 -8 16 -10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 22 -23 23 24 26 -27 28 29 -30 -31
leaf_value=0.057370523463504623 0.097333926648847269 0.023718485588767536 -0.01623560614094614 0.10137096955146059 -0.066319810105713625 0.021706202327835478 -0.10617740695903775 0.039913893762609065 -0.10664076170287665 -0.11083659209911388 0.10041708743692879 -0.10868930641601814 0.07104785687642759 -0.11692937773419712 0.095430253790810632 -0.11224600191333378 -0.0084753540317818836 -0.11099642966520236 0.069745304627512508 -0.10406278890827654 0.05115074197045201 -0.089117149335481927 -0.085158103868873694 0.036134651367904315 0.1020903024810326 -0.10949454346267395 -0.048863126319579148 0.10211425321448526 0.0012923675829433093 -0.10548262344559556
leaf_weight=0.31043538661833769 0.2164902104268549 0.37143743188244016 0.18978125625289965 0.080688156187534332 0.91583579927100789 2.7692186906933789 0.44342845771461714 0.91155617504864528 0.38219070071500028 0.16698374009683903 0.44645547656545925 0.11177585047698813 0.32471374169108447 0.24097242840343824 0.79735019713552902 0.16837719266186468 1.115686909528449 0.10373538354178891 0.15859346936849694 0.33342777896660891 0.61002567198010993 0.36755453914156533 0.57186525546421663 0.18058712627862306 0.35474984481697802 0.25647915630997886 0.83149982942268152 0.061314564198255539 106.79721074796817 0.12659717624046607
leaf_count=18 11 71 15 2 13 19 17 40 35 45 19 53 25 51 30 75 11 17 40 163 18 98 56 42 15 46 18 1 2883 87
internal_value=0.000638402 0.00121042 -0.00723384 -0.00279267 -0.00887173 -0.000245942 -0.0184997 -0.00503221 -0.0482256 -0.00146217 0.0639554 -0.0206241 0.0361669 -0.00902716 0.0538649 0.00265618 0.013283 0.0430616 -0.00172725 -0.0722056 0.000574658 -0.0324029 0.000796628 0.000515283 0.000966387 -0.0493234 0.00116958 0.0536685 0.000904885 -0.0377449
internal_weight=120.717 112.54 8.17746 7.65426 7.01534 6.0995 3.33028 2.88685 0.85961 0.477419 0.638919 0.192464 2.01023 0.565686 1.44455 0.647196 2.02724 0.478819 0.262329 0.523209 110.529 0.738992 109.79 109.18 108.608 0.437066 108.171 0.542662 107.629 0.187912
internal_count=4034 3584 450 272 198 185 166 149 98 63 74 55 249 76 173 143 51 68 57 178 3335 169 3166 3148 3092 88 3004 103 2901 88
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=1 0 1 2 4 0 1 1 2 4 4 1 4 4 1 0 2 0 2 2 3 4 3 2 0 2 0 1 3 2
split_gain=0.0531769 0.358059 0.247543 0.330975 0.17804 0.49157 0.285281 0.216271 0.188675 0.159727 0.334495 0.696093 0.183296 0.482291 0.46422 0.390474 0.589322 0.510502 0.390243 0.750519 0.378986 0.361788 0.334133 0.302209 0.276517 0.58834 0.536759 0.521952 0.468433 0.374967
threshold=64.665483411650015 89.705782438650019 65.29995953045001 -0.11347 38.625745710700009 85.812895065800021 63.353515844050008 62.55235532115001 -0.30094499999999996 39.458743938000005 40.137820134150012 62.00390986255001 41.975471476700008 42.094663496250007 62.154463517850012 86.20003303655001 -0.097294999999999993 85.683849075550015 -0.087234999999999993 -0.083424999999999985 0.083495000000000028 41.806790701050012 0.079430000000000014 -0.083064999999999986 85.812895065800021 -0.037054999999999998 85.667718326750006 58.613764160050003 -0.14860999999999999 -0.117885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 7 8 -6 -10 11 -11 14 -14 24 16 -15 23 -17 -20 22 -16 -21 -18 26 29 27 -12 -29 -26
right_child=2 -3 -4 -5 6 -7 -8 -9 9 10 12 -13 13 15 21 18 17 -19 19 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0014632798438515588 0.0057552232907057592 0.060956884345626378 -0.00089546736044011888 -0.11491189924168924 -0.034930645837596586 0.073958117262157147 -0.044838819504394722 0.039319433813293378 0.029029449439485974 0.0080353825116529949 0.068501314970486268 -0.066256069165689005 -0.081760323901048162 0.0038731499267758481 0.072353267333647706 -0.024971887370853891 -0.10278778061747813 -0.09000755093779933 0.082543907778811265 0.0046433667193719382 -0.0065586176215895204 0.010171389925656775 0.082794153345405186 0.035154948698070787 0.0097375411109266608 0.022945156697138869 0.036652883186481459 0.010557437228167883 -0.11242212405135353 -0.024951753320781367
leaf_weight=2.7949596347980323 0.46272915019653738 1.0295691699720908 51.857246550114098 0.44678793165439756 1.4828042596345685 1.2509357277303932 1.3748337854340196 1.4546936654369336 1.9906591789331347 2.9145806245505801 0.41779783755737909 2.2232968655880541 0.7834257009599267 3.6454207868027839 1.8246133588254445 2.7496690265834323 0.20678649473120081 1.7283656559884546 1.5091039687395085 1.1523637622594818 6.2556590624153614 1.9205569773912428 1.0415596757084129 0.6847177247618782 4.5653916820883813 6.1843838989734605 5.0880923271179199 0.53706263750791516 0.73171416349941876 9.8153427280485612
leaf_count=220 72 37 2466 39 41 33 31 25 28 29 44 19 24 162 40 29 38 80 9 5 59 10 54 144 23 64 32 2 80 95
internal_value=0.00057462 0.00243683 -0.00180255 -0.0535209 0.00152847 0.021856 0.000207996 0.00122481 0.000292713 0.00119368 0.00020383 -0.0241125 0.00266114 -0.00487033 0.00744801 -0.00169552 -0.0221268 -0.0583044 0.00837719 0.0175851 0.00598342 0.0404658 0.0417453 0.00315881 0.00292502 -0.00284718 0.0204471 -0.0284429 -0.0603659 -0.0139391
internal_weight=120.125 67.3584 52.7668 0.909517 66.3288 4.0459 62.2829 60.9081 59.4534 57.9706 55.9799 5.13788 50.842 19.7571 31.085 18.9736 6.26529 2.61987 12.7084 9.95869 8.44958 3.74517 2.19392 0.891504 27.3398 20.5651 6.77467 1.68657 1.26878 14.3807
internal_count=4034 1457 2577 111 1420 253 1167 1136 1111 1070 1042 48 994 604 390 580 424 262 156 127 118 50 59 182 340 182 158 126 82 118
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=3 3 3 3 2 1 0 4 2 2 3 3 0 3 2 2 2 0 3 4 2 2 1 2 0 1 1 1 2 2
split_gain=0.0557045 0.111177 0.104144 0.237544 0.249909 0.15346 1.03227 0.282715 0.283593 0.635318 0.124777 0.44655 0.212575 0.500401 0.371049 0.104212 0.375319 0.368927 0.216728 0.206418 0.370019 0.202901 0.191956 0.179147 0.286709 0.424448 0.178283 0.534788 0.213562 0.167023
threshold=0.4381000000000001 0.41991500000000009 0.11660000000000002 0.11278000000000003 -0.086139999999999994 61.966271448700006 86.692020874450009 41.092444989200011 0.051245000000000013 -0.11572 0.10507500000000002 0.10661000000000002 89.493394246350007 0.11002000000000002 -0.073609999999999995 -0.30094499999999996 -0.58287999999999995 99.994511703900017 0.08895500000000002 39.577821550850011 -0.51146999999999998 -0.25073999999999996 81.479100559500012 -0.23783499999999999 86.692020874450009 65.687097501250022 75.634392583900009 78.285212300550015 -0.59681499999999998 -0.63113999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -7 8 9 -8 15 -12 14 -14 -13 16 26 18 19 -18 -21 -17 23 24 -23 -26 29 -28 -29 -1
right_child=-2 -3 5 4 -6 6 7 -9 -10 -11 11 12 13 -15 -16 21 17 -19 -20 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.013166933050118474 -0.02937916993692968 0.018516442836188782 0.0053992523529349176 0.079444571268883893 0.0082322634223842058 -0.12250810358039155 0.01699493649265986 0.028674016903866992 0.01851249586273547 -0.13834171089789635 -0.057851174247865289 -0.012928797345841989 0.010851964896868896 -0.090500746543410879 0.05080852180360771 0.055766956750366858 -0.10931868108156036 0.057627547492235968 -0.11697838955759413 -0.11039725155362641 0.083772310520341647 -0.11128736604953415 -0.049256893737039065 0.00241246410521803 0.10390514888525258 -0.11124507191569105 -0.1091088629265826 0.068479636975858446 -0.1019720515132459 0.039273578399038583
leaf_weight=0.98860061234518104 0.6195689000596748 3.3960087259656566 3.2641554973088196 0.77206616521698412 1.3624172406507558 0.8466359459562226 0.52327084681655811 1.7720373483680303 0.775675243767182 0.5299539950733565 1.6629654694156659 2.0537415477447216 1.4131645595562079 0.74338568174607633 1.6449028130155054 0.69687618951593222 0.23661787007585988 0.24810634052681724 0.63727707169891801 0.16114008416297987 0.25104365590959821 0.35775379572260035 0.7361122974934905 90.649601195386822 0.2187502458691597 0.15786802901493502 0.46302069132434542 0.42552347513674282 0.088854563155109312 1.5749103776761333
leaf_count=11 31 34 37 16 36 28 16 27 13 25 41 22 33 36 30 42 12 56 53 70 5 68 749 2305 2 52 20 67 59 38
internal_value=0.000527603 0.000683767 0.000158331 0.000963275 0.0339905 -0.0110671 -0.023152 0.000208092 -0.0273728 -0.0611662 0.000294496 -0.0121204 0.000867832 -0.0240854 0.0154172 0.00124797 -0.0127053 -0.0540193 -0.0755578 -0.034873 0.0078632 0.00201091 0.00160425 0.00201395 -0.047178 0.0137201 0.00519496 -0.0311446 0.0390355 0.0190503
internal_weight=119.272 118.652 115.256 107.545 2.13448 7.71173 4.44757 3.60094 1.8289 1.05322 105.41 7.51816 5.85519 2.15655 3.69864 97.8921 5.07509 1.53419 1.28608 0.648802 0.412184 92.817 92.1201 91.384 0.734372 0.376618 3.54091 0.977399 0.514378 2.56351
internal_count=4034 4003 3969 3823 52 146 109 81 54 41 3771 162 121 69 52 3609 391 196 140 87 75 3218 3176 2427 122 54 195 146 126 49
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 0 2 3 3 1 1 1 2 0 1 3 0 0 4 3 4 2 4 0 4 0 4 0 2
split_gain=0.193195 0.662078 0.607736 0.58015 0.786614 0.616313 0.49465 0.526335 0.4137 0.380948 0.455939 0.385784 0.434879 0.593532 0.607503 0.464308 0.435201 0.346253 0.569529 0.708335 0.682953 0.454416 0.396915 0.296058 0.446907 0.368804 0.28569 0.522837 1.13376 0.586018
threshold=67.074341896550024 90.407470010750018 65.611820673600008 91.937202686950016 90.633300493650012 67.300172379550006 90.767723400200012 -0.076484999999999984 0.10249000000000003 0.12535000000000004 68.910558799650019 68.20618276945001 69.999384342500022 -0.10051499999999999 93.399723909900004 70.077349628250019 -0.10747999999999999 93.953546284800012 94.773526014550015 40.340071172300007 0.090390000000000012 36.124181380200007 -0.061874999999999999 38.400997490450003 81.87699236280001 38.969453495950006 85.995710218650018 40.206947806850003 85.667718326750006 -0.061874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 4 5 -2 -3 -8 -4 11 -11 -5 13 -13 -15 -14 -17 22 19 21 -21 -19 -18 24 -1 -25 27 28 -27 -29
right_child=3 6 8 9 -6 -7 7 -9 -10 10 -12 12 15 14 -16 16 17 18 -20 20 -22 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=-0.00093705378933777318 0.0020514238525277911 0.0016213339105280403 -0.0012543048636271495 -0.0010889552232558398 -0.0018906713134612594 -0.0013797025748823741 0.0014145058008474289 -0.00066440822217516554 0.00018541033611367682 0.00029515724628043067 -0.0021502668762609384 0.0014008875438862405 -0.0014677729523256489 -0.0007232752693088685 0.0010001424990911257 -0.0014075491169563868 7.0702041328992651e-06 -0.00018478609575165591 0.00017003524259048963 -0.0021084365753770351 0.0010303788266154874 -0.0022132228088313122 0.0017402065331604429 -0.00074754330739533947 0.00074322174468135311 0.00066874969742477543 0.00027608662921254132 0.00028337694710601883 -0.0018390511583870725 -0.0005220773508451288
leaf_weight=0.67109121016255713 0.46373163163661901 2.1769328555092207 1.8810301106423133 0.97955495922360469 1.3004327581875257 0.35562723710245336 0.83738557924516488 1.0620673268567768 1.2960640490055082 0.55388612300157436 0.62264688425784698 2.4172053591755684 0.72497211210429569 1.6281272098422044 1.5209979303181169 0.71046074143440918 0.95604727105819653 0.66115661320509334 37.257150296217333 0.34458389235078346 1.1763234219979493 1.1868048512842504 1.0841229888319563 1.6448958702385414 6.5331304502324201 1.2047245728899754 49.96922344295308 17.259870239995507 1.6320335008203981 4.3476735515141653
leaf_count=177 4 35 34 25 56 57 15 29 13 2 67 35 13 23 29 228 23 7 1542 110 40 51 23 27 100 28 491 492 18 240
internal_value=0.000155742 0.000211097 0.00017468 6.28567e-05 -0.000942565 0.000562208 0.000983316 0.000252094 -0.000666987 0.000103982 -0.000999014 0.000129604 0.000153637 0.000670076 0.000109119 8.84542e-05 0.000114464 0.000139808 0.000100224 -0.000671831 0.000319234 -0.0014875 0.000928039 0.000206796 0.0005867 0.000170812 0.000191112 1.74067e-05 -0.000774029 0.000121311
internal_weight=144.46 90.5161 86.4397 53.9438 2.11979 0.819359 4.07639 1.89945 3.17709 51.824 1.17653 50.6475 49.668 5.56633 3.14913 44.1016 43.3767 42.6662 40.626 3.36887 1.52091 1.84796 2.04017 83.2626 7.20422 76.0584 74.4135 24.4443 2.83676 21.6075
internal_count=4034 1699 1620 2335 117 61 79 44 47 2218 69 2149 2124 87 52 2037 2024 1796 1750 208 150 58 46 1573 277 1296 1269 778 46 732
is_linear=0
shrinkage=0.00196078


Tree=814
num_leaves=31
num_cat=0
split_feature=0 4 4 0 2 0 4 2 2 0 1 1 4 3 0 0 4 4 4 4 4 0 1 0 0 3 1 0 4 4
split_gain=0.199057 0.207637 0.149632 0.336873 0.735349 0.583869 0.691721 0.459084 0.664529 0.723864 0.637847 0.442513 0.392387 0.322037 0.302369 0.275696 0.275687 0.255419 0.236937 0.324651 0.526876 0.609658 0.478714 0.433678 0.428464 0.329651 0.226004 0.199515 0.335787 0.198325
threshold=103.48144189910001 40.844669808050007 42.094663496250007 86.329079026800017 -0.097294999999999993 86.83719761350001 43.218894539100006 -0.086719999999999992 -0.08262499999999999 85.764502819450016 62.036171360100006 62.036171360100006 42.233786329550007 0.098105000000000026 87.350693116400024 67.04476885710001 42.066503896600004 42.67709657435001 42.488347682450005 43.157831852650006 42.67709657435001 90.407470010750018 66.590419433100024 92.805574663100018 97.521130223850008 0.076130000000000017 62.00390986255001 85.995710218650018 44.262924377150007 48.226196960950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 16 4 13 6 11 -6 -9 10 15 -5 -7 26 -14 -10 -1 -13 -16 20 -20 -22 -21 -23 -25 -24 29 28 -28 -4
right_child=1 -3 3 5 7 12 -8 8 9 -11 -12 17 14 -15 18 -17 -18 -19 19 22 21 23 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.00016216084841709841 -0.0019835575473719554 -8.6340958350534405e-05 -0.0008663568995083956 0.00047415072690017569 -0.002109306912449798 -0.0014915527644515773 -0.00048035937273873471 0.001164784835536275 0.001706599775902391 -0.0021502894553904741 0.0016553201620613464 0.00063101462922396563 -0.00077482896331698193 -0.0011183587621782353 0.00050929426742708989 -0.0020719348966283177 0.0010817990953867855 0.0020570636428476254 0.00010959011735347836 0.00082839525860379246 -0.0019331328993775897 0.0016119013238205318 -0.002053257815529997 -0.002133234636629499 0.00070560511171689636 -4.0164149052257364e-07 -0.0011869568525673831 0.0013447939623830402 0.0010925241133315849 0.00028103744917470523
leaf_weight=100.79830690238305 0.34295453022264055 0.62772520435146362 0.80312746159324921 2.8479875810444382 0.98325899877818335 0.67411706363782542 1.6134906057268379 0.66257122997194562 0.089695479255168076 1.147064988967031 0.51602359049866209 0.68920693546533618 1.6639236286282564 0.67501274496316899 4.1907209177734357 0.4308819962097914 1.2690394813835144 1.6130454074591396 3.8360633701086035 3.2316959330346418 1.3710176609456541 0.41081128665246047 0.31808050084873674 0.45343247397977393 0.37218434608075768 5.5178052052833664 0.41934051882708467 1.1805842369794843 0.60970367037225515 2.0770300063304603
leaf_count=1758 434 486 83 14 58 18 11 25 4 49 36 6 23 16 61 120 15 61 39 32 16 10 126 26 21 343 24 5 62 52
internal_value=0.000128228 -0.000756654 0.000134343 3.00035e-05 -0.000288215 0.000136 0.000639936 -0.000954242 -0.000555214 -0.0010771 0.000110456 0.000990908 -1.86509e-05 0.000154219 2.78211e-05 -0.00142089 0.000173595 0.00163016 9.56092e-05 -1.61585e-05 -0.000352671 -0.00103275 0.000222971 -3.43533e-05 -0.000853498 -0.000112291 0.00032299 0.000794713 0.000163625 -3.89117e-05
internal_weight=141.436 0.97068 140.465 38.3979 9.59429 28.8036 6.76373 3.8295 2.84624 2.18367 1.0366 5.15024 22.0399 5.7648 21.3657 0.520577 102.067 2.30225 19.7018 15.5111 6.44351 2.60745 9.06758 1.23643 0.825617 5.83589 5.08979 2.20963 1.02904 2.88016
internal_count=4034 920 3114 1341 534 807 92 292 234 209 160 81 715 242 697 124 1773 67 674 613 112 73 501 57 47 469 226 91 86 135
is_linear=0
shrinkage=0.00196078


Tree=815
num_leaves=31
num_cat=0
split_feature=4 1 4 0 1 3 4 3 3 2 3 1 2 2 2 4 1 2 2 0 4 2 4 1 2 4 1 3 0 4
split_gain=0.0513602 0.172849 0.478833 0.469703 0.443139 0.293897 0.442613 0.613942 0.397743 0.630818 0.582553 0.318426 0.259567 0.312515 0.256336 0.209978 0.254744 0.186253 0.186029 0.172382 0.763276 0.450206 0.368003 0.719384 0.620937 0.524929 0.514618 0.441746 0.437307 0.400361
threshold=42.141702038450013 61.987779113750001 41.770271989050009 85.812895065800021 62.00390986255001 0.092075000000000032 41.32819714970001 0.082935000000000023 0.10249000000000003 -0.076484999999999984 0.11082500000000002 61.93938686740001 -0.06828999999999999 -0.10623499999999998 -0.016679999999999997 42.006870117350005 62.837331883000012 -0.06483499999999999 -0.13734499999999997 86.20003303655001 41.535369675400013 -0.086139999999999994 41.243661560350013 62.084563606450011 -0.13953999999999997 40.80591513400001 62.116825104000007 0.087795000000000026 86.692020874450009 40.750688432250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 17 6 7 11 9 -7 -10 12 13 18 -9 19 -17 -3 -1 20 21 -6 25 -24 26 28 -25 -27 -21 -30
right_child=-2 4 3 -5 15 8 -8 14 10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 22 -22 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=-0.050323527975060039 -0.0027934266091826573 0.015721998535752481 -0.0017852272095071173 -0.1312039745066724 0.037113992228618359 -0.001882606728001873 0.02589250294711011 -0.12747541646144281 -0.046646733712442906 0.075621116155722382 0.014417808397154517 -0.063439159134027048 0.068556584329290376 -0.11053615060695883 -0.04352295528344443 -0.0056311991536027546 0.05624464988433131 0.058043566552214522 0.078832840726155456 -0.049249171703151851 0.065298852912595975 -0.020269959299655478 -0.10739227614840768 0.10729743444825864 -0.022936032636042845 -0.020507930640372173 0.0024254910682345652 0.04353285870511682 0.0024019817225818842 -0.072297821687278926
leaf_weight=0.18266927883359985 30.796903056835049 2.2009242240746971 0.53066743983072118 0.594709612429142 1.9532663436038999 2.5605437564663589 1.3248721155541714 0.83405671140644699 2.5386619959026575 1.7803525018971393 4.0619936059229076 0.64831578604935192 0.63192546373466374 0.24656769819557667 0.64492682136187773 1.1748452465981238 1.5343234806132384 1.9712182842195023 0.28631134796887636 1.8218213013606135 2.1811883621667221 4.5566018713288923 0.82425961084663768 0.7136844322085375 7.9286814747028975 1.3759796532121971 1.3587612070623434 4.9589091258385452 36.434836883696732 0.73189777463812689
leaf_count=122 1690 22 31 10 41 34 27 36 26 27 42 59 30 6 19 10 36 18 7 22 43 57 20 4 178 58 64 77 1207 11
internal_value=0.000724382 0.00194732 -0.00716139 -0.070177 0.00408941 -0.00265625 -0.0232869 -0.0420382 0.00639365 0.0299044 -0.00906808 -0.00585354 0.0218529 -0.0193928 -0.090867 0.0021359 0.0294119 0.0357177 0.0285261 0.000996239 0.0141019 -0.00305208 -0.00103234 -0.0175975 -0.0101969 0.0029242 0.0385401 0.0296228 -0.0014138 0.000930972
internal_weight=119.385 88.5878 16.8666 1.12538 71.7212 15.7412 4.79965 3.47477 10.9416 4.3409 6.60066 1.99579 1.34747 0.715548 1.47898 67.5491 2.70917 4.17214 0.468981 64.8399 8.69106 6.50987 56.1488 10.8254 10.0011 45.3234 2.07245 6.33489 38.9886 37.1667
internal_count=4034 2344 476 41 1868 435 306 279 129 61 68 224 165 135 55 1828 46 40 129 1782 141 98 1641 266 246 1375 68 135 1240 1218
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 3 0 3 0 3 1 2 1 2 1 2 2 4 3 3 4 3 1 4 4 4 3 3 0
split_gain=0.162652 0.534235 0.556406 0.482138 0.454313 0.368755 0.790384 0.346068 0.847978 0.824602 0.785388 0.984655 0.727994 1.48295 0.830878 0.679949 0.6323 0.617585 0.469382 0.383881 0.671697 0.666283 0.354858 0.562656 0.353007 0.326977 0.758084 0.610112 0.558409 0.336687
threshold=-0.06483499999999999 -0.055334999999999995 85.963448721100022 60.613977009100005 61.778079379550007 67.192634054300015 0.091375000000000026 91.066142252700018 0.083495000000000028 90.407470010750018 0.084565000000000015 67.649671936450019 -0.08786999999999999 70.776348742200014 -0.079634999999999997 68.910558799650019 -0.074999999999999997 -0.075639999999999999 42.402981339000007 0.087795000000000026 0.088145000000000015 42.522337019050006 0.076615000000000016 72.01572794030001 42.066503896600004 38.121007182500009 39.896141435400004 0.085495000000000029 0.078005000000000019 86.256490657300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 -5 -4 -7 9 16 25 -10 -12 15 -14 18 -13 22 -16 -15 21 -21 24 23 -9 -17 28 27 -27 -1 -28
right_child=1 3 5 4 -6 6 -8 8 10 -11 11 12 13 14 17 19 -18 -19 -20 20 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0011017657334302232 -0.00042322334993662061 -0.0012082223135305857 0.0016048658010483067 0.0016157225884453846 0.00014508622887494639 -0.0011122149957526798 0.001509650138364761 -0.0021232687496432513 0.0014533930017108915 0.0014191481674106507 -0.0022439474926213318 0.0016829058639787722 -0.0022415757977365114 -0.0022221012143761837 0.0010662690956561934 -0.00093643162947630836 0.0011044690364144421 -0.00060243995832007246 -1.3383699434505634e-05 0.0020146080597625063 0.00015678210501636675 -0.002297204908374094 -0.0018801602935824674 0.00073004375156264967 0.00053651054772199018 6.7672623722235981e-05 0.00029830764315246297 -0.0015013360526028331 0.00072460966481653849 -2.8123363376700327e-05
leaf_weight=0.72285651228594261 1.1512221803423006 0.99640716366411552 2.4755750447511673 0.82111030534724605 49.134438532757031 0.74448851295164775 1.0881926452275363 0.45886653874185934 1.3828565205403744 1.9182528019882727 0.77259867126122372 1.1494771162979436 1.5194566779828083 0.85484034251476193 2.3529367955561615 1.0337174028609295 0.46343874920421768 1.3373490719004624 0.65210665596168838 0.80156724993139405 11.239990934235719 0.6257550841783085 1.8587142403184769 0.63121164797325946 1.5843486269004641 1.7675012222025537 23.190957333001279 2.0672787992516533 5.8719342622498516 25.511388743259886
leaf_count=142 19 168 26 12 1143 37 16 54 23 33 18 16 50 82 25 65 23 41 24 9 350 45 436 192 10 29 550 30 95 271
internal_value=0.000122274 0.000204782 0.000787713 0.000142321 0.000169259 0.00111129 0.000444572 7.04259e-05 -0.000107076 0.000153926 1.66424e-05 -6.64042e-05 6.26334e-06 -0.000537624 -3.94591e-05 0.000228542 -0.00102464 0.000461534 -0.00126631 0.000119173 0.000280452 -0.000479519 -0.00135926 -0.000471053 -4.50661e-05 0.000112882 6.12235e-05 -0.000778159 0.00052442 0.000127316
internal_weight=146.181 56.4114 5.45948 50.952 49.9555 4.30826 1.83268 89.7694 28.7192 61.0502 25.307 23.9241 23.1515 6.71669 5.19723 16.4349 3.41223 3.69029 1.50695 15.2854 12.0416 3.24382 2.94879 1.09008 2.61807 59.1319 52.5371 3.83478 6.59479 48.7023
internal_count=4034 1421 98 1323 1155 79 53 2613 1463 1150 758 735 717 222 172 495 705 66 106 479 359 120 682 246 75 1117 880 59 237 821
is_linear=0
shrinkage=0.00196078


Tree=817
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 1 1 1 3 3 2 2 3 3 2 0 3 3 1 1 3 0 1 0 3 3 4 3 1
split_gain=0.0518578 0.390707 0.289281 0.570179 0.402034 0.299787 0.381323 0.236642 0.407303 0.20791 0.239717 0.220745 0.292901 0.472828 0.526507 0.419262 0.285636 0.255483 0.355086 0.361657 0.369755 0.364144 0.350073 0.374453 0.284064 0.222515 0.255789 0.27625 0.57243 0.299273
threshold=62.052302108850007 62.068432857650002 86.103248543850015 85.995710218650018 86.329079026800017 0.091645000000000018 64.730006406800015 62.079186690200011 62.084563606450011 0.41214500000000009 0.12084500000000002 0.10957500000000002 -0.013805 0.09180000000000002 -0.144095 -0.026144999999999998 85.425757095000009 0.11243000000000002 0.10507500000000002 61.950140699950005 61.923256118600001 0.10157500000000001 86.420486603250012 62.025417527550012 86.420486603250012 0.097450000000000023 0.092260000000000023 39.952536079750011 0.081280000000000019 61.778079379550007
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -3 -6 -9 10 11 12 15 14 -14 17 -13 18 19 20 25 22 23 -21 -22 26 27 28 29 -1
right_child=1 2 4 -5 7 -7 -8 8 -10 -11 -12 16 13 -15 -16 -17 -18 -19 -20 21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.039687471158879967 -0.038434076031110556 -0.10375510810257652 -0.05039815226917807 0.095397146886490772 0.05183815453324056 0.021841905628791528 0.055869416653387786 -0.070542033554631317 0.00042839737985014256 0.042257755004119074 -0.026933858937667379 0.0046630415137993144 0.067984178191654018 -0.0035728747380963433 -0.12212955627086652 0.070486057129157495 0.088356572837814701 0.052519412857321458 -0.035566218142286242 0.0056074272926960054 -0.082213585402564474 0.060501154649025661 -0.022306194319399106 0.048357524333396282 -0.0037552559493385196 0.029264265179831501 -0.051658312582547251 0.012628742726938378 -0.1328707717487245 -0.11064663496437516
leaf_weight=0.64620479145469978 2.6485946243337812 0.46415240140413461 1.6018507285043586 0.92503451742231835 0.87842195481061836 2.6793362055759644 0.22087056781310821 0.81799936108291049 70.77789942182369 1.3566784155555058 2.5904346616007379 0.96396392385213292 0.1809060343584864 3.0373889509937726 0.74795257820369709 0.98368938383646209 0.7067637387663126 1.0459719488862891 2.2833165687043211 6.3795058027571923 1.0700032010354341 1.6502232877537597 2.5708635095506898 3.0182970077730715 0.81139957904815663 2.0559138362295926 1.1328905886621212 4.2658578700156795 0.43862567286123522 0.16654838089016266
leaf_count=106 36 119 23 22 3 73 35 18 2719 18 32 40 78 24 63 33 18 24 27 150 38 10 29 35 7 22 31 176 16 9
internal_value=0.000771498 -0.000659439 0.000617266 0.0258659 -0.000844763 0.00674825 -0.0522877 0.000250482 -0.000382456 0.00381391 0.00239457 0.00461886 0.00279573 -0.0226664 -0.0851027 0.00633681 0.0400677 0.00404512 0.00213107 0.00568695 -0.00817611 0.0164642 0.0103925 0.0193375 -0.0483766 0.000511334 -0.00837775 0.000509332 -0.0408048 0.00888119
internal_weight=119.118 81.0142 78.3656 4.28939 74.0762 3.36436 0.685023 72.4743 71.5959 38.1034 36.7467 34.1563 32.4856 3.96625 0.928859 28.5193 1.67073 27.5356 26.4897 24.2063 10.5874 13.6189 11.9687 9.3978 1.8814 8.70604 6.65013 5.51724 1.25138 0.812753
internal_count=4034 3048 3012 249 2763 227 154 2740 2737 986 968 936 878 165 141 713 58 680 656 629 405 224 214 185 45 360 338 307 131 115
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=3 3 3 3 4 1 0 4 2 3 3 2 2 4 1 1 1 4 4 0 0 3 1 3 3 0 1 1 2 0
split_gain=0.0525427 0.0918323 0.08736 0.19051 0.152966 0.135472 0.906969 0.237516 0.25559 0.106575 0.349678 0.195648 0.262216 0.222777 0.0927147 0.504344 0.298842 0.395537 0.875104 0.272609 0.46141 0.4147 0.426591 0.264191 0.232491 0.564431 0.609545 0.396291 0.544421 0.445779
threshold=0.4381000000000001 0.41991500000000009 0.11660000000000002 0.11278000000000003 40.137820134150012 61.966271448700006 86.692020874450009 41.092444989200011 0.051245000000000013 0.10507500000000002 0.10661000000000002 -0.011675 -0.073609999999999995 41.436838994450007 62.041548276350007 62.025417527550012 62.084563606450011 40.890797847750008 42.47354681640001 86.103248543850015 85.995710218650018 0.097970000000000015 63.353515844050008 0.088220000000000021 0.091935000000000031 87.278104746850019 62.014663695050011 61.987779113750001 -0.080574999999999994 86.89903215050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -7 8 -8 14 -11 12 13 -12 15 24 17 -16 -19 20 21 22 -18 -17 25 26 27 29 -29 -1
right_child=-2 -3 5 4 -6 6 7 -9 -10 10 11 -13 -14 -15 16 23 19 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0074775801906429729 -0.028304131467993595 0.017156452063637515 0.00543418315411067 0.007365787933784354 0.062033066630447324 -0.1189417353407478 -0.058263349721678237 0.026176713852436403 0.017751317100138442 -0.051623222873010334 -0.039531801191733301 -0.037210338407264024 0.041089545948157905 0.01550518049044905 0.0055578985774820573 0.092100427779051308 -0.10503564712911442 -0.089062580255766605 0.0095021630165958715 0.0003255703348350069 0.093912110243074928 0.071744143157538354 0.026049348518889317 0.021150232257250455 0.014887888782380935 0.090777105275255496 -0.057837660017425942 -0.025545416190385431 0.055406622745037028 -0.12448498059652094
leaf_weight=8.5659681567185544 0.62117914229747739 3.3576951608720256 3.2539983945898703 1.1814945612272816 0.9030742828563233 0.78359173017088313 1.0275027904795027 1.7488713295442719 0.77669482409328328 1.6503215058824015 1.2930954150688192 1.1090061180166237 1.6832133203861297 1.7054740360472349 3.1216569989919654 0.95805439515970592 0.47385300917085194 1.9284367236541586 1.6903308163746258 61.50775371043818 0.84958741813898075 0.55149593127134722 0.52146289890515618 1.1605902914889155 9.2697993754991312 0.58950289804488498 2.1788280880682587 1.2757326077262408 2.3818423699121913 0.33847218751907426
leaf_count=579 31 34 37 30 22 28 41 27 13 41 35 30 36 20 17 25 44 33 37 2458 22 18 129 20 125 10 25 41 22 4
internal_value=0.000703088 0.000855999 0.000377906 0.00111405 0.0310487 -0.00998828 -0.0215605 -8.40665e-05 -0.0255396 0.000518652 -0.0110163 0.000556275 0.00950231 -0.00822883 0.00140023 0.00641796 -0.000497552 -0.0205239 -0.0430229 0.00161477 0.0347043 0.00218444 -0.036358 0.053234 0.00238601 -0.00517351 -0.00901068 -0.000541847 0.0271712 -0.0119252
internal_weight=118.459 117.837 114.48 106.889 2.08457 7.59066 4.33666 3.55307 1.8042 104.804 7.44111 5.79079 4.68178 2.99857 97.3634 26.7188 70.6446 6.74042 3.61877 63.9042 2.3964 1.54681 0.995316 2.11864 24.6001 15.3303 14.7408 12.562 3.65757 8.90444
internal_count=4034 4003 3969 3823 52 146 109 81 54 3771 162 121 91 55 3609 851 2758 87 70 2671 213 191 173 45 806 681 671 646 63 583
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=4 0 2 3 3 4 4 0 4 1 4 1 1 4 4 1 1 1 0 2 2 2 1 2 0 3 0 1 4 0
split_gain=0.170911 0.462226 0.704098 0.703184 0.984403 0.827307 0.77029 0.511467 0.671651 0.526903 0.517492 0.364534 0.33469 0.32642 0.298019 0.290327 0.97499 0.651989 0.866701 0.345407 0.48489 0.834648 0.779596 0.678825 0.340591 0.290895 0.273483 0.546099 0.672921 0.575994
threshold=42.094663496250007 86.329079026800017 -0.102645 0.087555000000000022 0.087795000000000026 42.686561923500008 42.865207177650007 86.83719761350001 43.218894539100006 62.036171360100006 42.233786329550007 55.954879069000008 62.00390986255001 43.969738121350005 42.066503896600004 62.079186690200011 62.095317438950012 62.154463517850012 87.350693116400024 -0.11347 -0.08786999999999999 -0.083064999999999986 71.504920895500007 -0.079634999999999997 100.15850764985002 0.085035000000000013 85.121961326250016 58.167480110400007 39.011793722550003 75.462331263550013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 11 -5 -6 -7 8 9 -3 -9 -4 -12 -8 26 -14 -17 -18 -19 24 22 -22 25 -23 -20 -21 27 29 -29 -1
right_child=1 7 3 4 5 6 13 10 -10 -11 12 -13 15 -15 -16 16 17 18 19 20 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0020005428154112842 0.00025900229294991111 0.0003642192662315979 0.00095414705785287475 0.0021675308343114407 -0.0021226066685459629 0.0009927548521305213 -0.0021081752638459281 -0.0016114878808718301 -0.00049492303098637826 0.0016323028481388757 -0.0013615124098957201 -0.0021940739838781005 0.00093942572781504784 3.4349526327093494e-05 0.0010982093723968329 -0.0028180016118692719 0.0021149812665746592 -0.0026950052197066338 0.00079747381390044003 -0.00050431512484843354 0.0014289415455310359 -0.002358616789479932 0.00013928155574901877 5.0078977189060867e-05 -0.0012021085602358904 -0.0023503055419230017 0.00017434816999031352 -0.00020169379522718306 -0.002177837631662675 0.0013498518565339642
leaf_weight=0.24022218275786045 4.1236784221000562 2.6624708548188236 0.15639869770165926 0.51425540447235096 1.12508431437891 1.2328624853398653 0.67867520345316712 0.74446582005475903 1.5958224162459371 2.3912067729979753 0.62728965282440441 1.4750754796550607 1.4480597451329256 0.45781202986836433 1.2975763183785591 0.45164423994720237 0.5961893498897578 0.43758065998554485 3.5636693009473848 0.4863827340304846 1.6817121242784185 0.47294155275176208 1.9152030855984774 9.2073196123792354 0.3606450942424998 1.0091454015346242 101.22922714556034 2.4997881425879318 0.90139108184666827 1.1036329958587883
leaf_count=112 220 14 71 2 52 15 48 25 11 67 11 116 7 10 15 13 3 4 251 8 24 33 49 328 271 53 1918 145 117 21
internal_value=0.000123648 1.32335e-05 -0.000356797 -0.000807025 -0.000365346 -0.000738094 -8.06594e-05 0.000135079 0.000614044 0.000964228 -3.38091e-06 -0.00189227 5.04061e-05 -0.0012451 0.000164219 9.13521e-05 3.05041e-05 9.57073e-05 3.27915e-05 9.66322e-05 -4.07281e-05 0.000153906 -0.000689101 -6.76009e-05 0.000613712 -0.00174994 0.000152783 -0.000307292 -0.000725418 0.000750949
internal_weight=146.687 39.4156 9.76384 5.64016 4.00869 3.49443 2.36935 29.6517 6.6495 5.05368 23.0022 1.63147 22.2578 1.13649 107.272 21.6305 20.1824 19.7308 19.1346 18.697 14.7727 11.362 3.41073 9.68026 3.92431 1.49553 105.974 4.74503 3.40118 1.34386
internal_count=4034 1706 534 314 127 125 73 1172 92 81 1080 187 1055 58 2328 1044 1037 1024 1021 1017 495 385 110 361 522 61 2313 395 262 133
is_linear=0
shrinkage=0.00196078


Tree=820
num_leaves=31
num_cat=0
split_feature=4 4 4 2 3 3 4 2 1 1 2 2 0 4 1 1 3 0 0 4 2 2 0 1 2 2 1 4 2 1
split_gain=0.0513123 0.180916 0.147226 0.190736 0.145 0.12687 0.214844 0.322314 0.100316 0.347118 0.19325 0.183505 0.176752 0.154233 0.148016 0.169537 0.143953 0.168161 0.229257 0.147412 0.0665678 0.344873 0.455826 0.340333 0.320198 0.355061 0.308318 0.335586 0.523108 0.302322
threshold=49.283271594150008 48.86568841230001 49.420225120050006 -0.2351 -0.24338000000000001 -0.27628999999999998 40.377444152000002 -1.0000000180025095e-35 57.772276765200012 60.613977009100005 -0.30094499999999996 -0.013805 67.04476885710001 44.421469061800003 55.887667615750004 55.513971935650012 0.089505000000000015 91.73825678530001 90.533827542850005 47.533407732750007 -0.06483499999999999 -0.055334999999999995 85.963448721100022 61.778079379550007 -0.075639999999999999 -0.079634999999999997 62.084563606450011 39.861052345600008 -0.059754999999999996 62.132955852800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 6 7 -1 10 -10 -7 14 -13 20 15 -12 17 18 19 -15 24 22 -22 -23 25 -11 -24 -28 -29 -26
right_child=2 -3 3 4 -6 8 -8 -9 9 13 11 12 -14 16 -16 -17 -18 -19 -20 -21 21 23 26 -25 29 -27 27 28 -30 -31
leaf_value=0.058978887402974682 -0.10732426867302854 0.037754325627631341 0.093633754809823513 0.017836659675863963 -0.10625096544683617 -0.083395038152101225 -0.1054109816761772 -0.10810317485078887 -0.070963366294145819 -0.00048467222785218765 -0.1028505649375428 0.091180998490396611 -0.10558411398591112 -0.10263127432550115 0.084059188011863281 0.070822084087749787 0.026458967801297507 -0.10964332600114589 0.10113620128396759 0.076048657642696388 -0.030227677668230438 0.07757908161104704 0.10349312076321003 0.00035617813970577203 -0.0046625071207777738 0.028009849017363794 0.077191569308370594 0.06322311263100687 -0.061876832583859114 -0.045151465612649128
leaf_weight=0.33186295437099034 0.1696666572970561 1.3177209752757324 0.15365223087428603 0.20779017277345702 0.17221778007706234 0.13725168723613013 0.30388691078769625 0.17705540303177159 0.67646411178429744 55.61359394235722 0.10397942670169857 0.067278049071318402 0.1420299807759875 0.21870625562223611 0.700155468795856 0.1223448837408796 0.25837076761490607 0.35849548346391202 0.11877600979642011 0.058528554625809193 0.90372188328183156 0.57905503176152606 0.81037491932511363 39.581397575560914 4.9858211670070949 4.7462102528079404 0.94894075904812814 0.6555778109468523 0.68196119368076269 2.9266631906193652
leaf_count=74 14 46 9 13 219 10 97 16 86 1569 39 4 79 97 41 20 32 193 4 2 18 11 11 1000 41 139 25 11 29 85
internal_value=0.000748234 0.000909395 -0.0261818 -0.000384116 -0.0383993 0.0004916 -0.0388781 0.000850149 0.000768906 0.000457502 0.028685 0.0422291 -0.0423377 0.000883374 0.0613342 -0.00896776 -0.0379641 -0.0600249 -0.015107 -0.0649092 0.00123334 0.00425877 0.0322581 0.00146962 -0.000723621 0.00175591 0.0504927 0.0317083 -0.000560678 -0.0196385
internal_weight=118.23 117.526 0.703327 0.53366 0.380008 116.209 0.812805 0.508918 115.396 114.123 1.27304 1.13579 0.209308 113.446 0.92648 0.226324 1.01288 0.754506 0.396011 0.277235 112.433 44.161 4.00058 40.1605 68.2723 60.3598 3.09685 2.28648 1.33754 7.91248
internal_count=4034 3779 255 241 232 3733 187 90 3546 3353 193 183 83 3267 100 59 328 296 103 99 2939 1105 94 1011 1834 1708 76 65 40 126
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=0 3 0 4 0 2 3 3 3 0 4 1 4 4 3 2 0 0 0 2 2 3 2 2 2 3 1 4 0 0
split_gain=0.0492765 0.123683 0.0788779 0.0646201 0.241487 0.423147 0.429781 0.680259 0.453532 0.32976 0.545117 0.448203 0.300326 0.647516 0.557924 0.469152 0.366795 0.267069 0.357891 0.295282 0.298293 0.20321 0.593583 0.453543 0.200557 0.191286 0.271457 0.190259 0.187763 0.28374
threshold=71.131225215400022 0.049900000000000007 71.332859575200004 42.141702038450013 86.329079026800017 -0.097294999999999993 0.087555000000000022 0.087795000000000026 0.10469000000000002 86.83719761350001 43.218894539100006 62.036171360100006 43.157831852650006 42.67709657435001 0.087555000000000022 -0.078504999999999991 90.407470010750018 96.163458868000006 96.741477366050006 -0.22094499999999997 -0.080574999999999994 0.085235000000000019 -0.086719999999999992 -0.10051499999999999 -0.62218499999999988 0.098105000000000026 62.00390986255001 43.272784938550004 101.55650587770002 94.434780290150016
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 -7 -8 -9 10 11 -6 13 28 15 16 -15 19 -19 24 21 -21 23 -23 -14 26 -5 -20 29 -11
right_child=2 -3 3 4 9 6 7 8 -10 12 -12 -13 17 14 -16 -17 -18 18 27 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.1059409127540014 0.030736284882183454 0.014139191744239613 0.0019329601679083392 -0.024965805763680841 0.015295940855594176 -0.10798180520228538 0.10640549272153321 -0.10566290283755116 0.0030315810840597012 0.011169894970445193 -0.024793365592433753 0.0899633018850578 0.061886596819501975 -0.12062803070345095 -0.101661609345059 0.053165042046206826 0.0011360686779090755 -0.11649415428135437 -0.075271636448352872 0.091943710036139409 0.0059784853455806938 0.052833496373494909 0.10510892450915597 -0.11995597360673438 -0.098285509655437031 -0.054321801066110453 0.038035310605170666 0.0081150733960684077 0.03025126560309074 -0.03180290650914859
leaf_weight=0.14879108922286732 0.87308802499319327 0.20253750710980967 87.144001913329134 1.1439558278507327 1.8650570921599894 0.87854621364022323 0.33293914794921864 0.76713594649118 0.76837643250473775 3.3865286626387405 1.5309626329690216 1.4129736796021459 0.10582796297967434 0.47950405068695545 1.3871250640931974 0.61906537555478303 0.51106788728066022 0.30132802591833785 0.30943202316848362 1.0018776558499669 2.0914564881522884 0.28991425398271531 0.5573804974555967 0.31912373751401901 0.2991684004318812 0.50082242675125588 1.7006713333539663 2.364389381979322 1.5839401283883487 2.8126087655546144
leaf_count=175 30 16 2260 52 12 122 2 66 44 39 11 65 3 15 42 16 37 15 14 116 68 28 4 13 74 15 91 460 65 64
internal_value=0.000679143 -0.0367159 0.000791109 0.000566623 -0.0034942 -0.0212146 -0.0502981 -0.0231753 -0.0512718 0.00115351 0.024472 0.0474808 -0.00493444 -0.015684 -0.0551815 -0.0151266 -0.057806 0.0102332 -0.0131782 0.0251648 0.0329226 0.0589119 0.0305397 -0.0377047 -0.0564316 0.00266637 0.0126997 -0.00153498 -0.000476132 -0.00832728
internal_weight=117.69 0.351329 117.338 116.465 29.3212 6.09245 2.747 1.86845 1.53551 23.2287 4.80899 3.27803 18.4197 10.7798 2.99676 1.60964 0.990572 7.6399 2.97515 4.66475 4.25975 2.1683 1.16642 0.609038 0.404996 3.34545 2.84463 2.67382 7.78308 6.19914
internal_count=4034 191 3843 3813 1553 392 234 112 110 1161 88 77 1073 278 110 68 52 795 489 306 229 161 45 41 77 158 143 474 168 103
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=2 2 4 4 3 3 1 3 4 0 3 1 3 3 4 4 1 2 3 0 1 0 1 1 3 3 2 3 4 2
split_gain=0.0497939 0.551961 0.325141 0.414525 0.402144 0.330046 0.158161 0.150323 0.428959 0.0849099 0.071029 0.24377 0.12992 0.179353 0.160657 0.209372 0.176926 0.320957 0.148752 0.255164 0.284691 0.539275 0.36392 0.361992 0.532399 0.143452 0.113723 0.294928 0.398725 0.149821
threshold=-0.58287999999999995 -0.54526999999999992 39.792680591700012 40.098777110850008 0.096010000000000026 0.092465000000000033 78.285212300550015 0.091645000000000018 41.066313126200008 101.18549865570002 0.41214500000000009 62.068432857650002 0.11660000000000002 0.11278000000000003 41.436838994450007 41.092444989200011 65.29995953045001 0.25988000000000006 0.10507500000000002 85.861287312150012 65.687097501250022 93.953546284800012 62.020040611300011 71.015621515800021 0.10608500000000003 0.11531000000000002 -0.30094499999999996 0.096010000000000026 39.110279783550006 -0.25073999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -1 8 -5 -8 12 -12 13 18 15 16 -14 -18 26 -20 22 -22 -21 -23 -25 -15 27 28 -3 -28
right_child=1 10 3 4 -6 -7 9 -9 -10 -11 11 -13 14 25 -16 -17 17 -19 19 20 21 23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.067535636773732852 -0.10718467612467238 -0.10810639305931223 0.10343421667441642 0.10246140795338073 0.04961399794753505 -0.090731494232160495 0.072369706475379866 0.03151970746868523 -0.1151742830015433 -0.053384554307498638 0.051070572165395026 -0.0021090330120833601 0.0038355884025422018 0.054457078388008319 -0.038157703050478511 0.027739898997005127 -0.086862844555388508 0.0065105928896890073 -0.060586364063610509 -0.021116589703973343 -0.11606849066571526 0.039562999025870439 0.040188548798516806 0.069143846156963798 -0.1143535649400239 -0.00021172069433805904 0.049380822984095747 -0.12677821988272275 0.049216805944460838 0.0015419893489340036
leaf_weight=0.67017285787824121 0.47666263339595971 0.23599245606555896 0.55875500285765189 0.13524101840812386 1.3944732359159386 0.50388105375168368 0.15163883900095243 0.78179067373275757 0.27414538427092339 0.083125591995212744 1.2192148938775051 2.9416993574632215 1.7319219647906714 1.1187699389574834 1.8814469855242348 1.4672732242033815 0.78830165566341726 0.69065995096752886 0.99111925500619591 1.8826719988137486 0.5935730338096622 0.86061621806584276 1.9937345292419193 0.23153958925877305 0.49862185406209392 0.84065013999588689 0.65942499293123447 0.24728774918548879 0.50761064888683904 90.50646398640049
leaf_count=40 106 36 9 20 37 19 4 8 47 54 15 53 22 33 34 8 35 10 26 14 8 7 35 12 52 14 42 13 45 3176
internal_value=0.000611228 0.000195805 0.0108631 0.024172 0.00983703 -0.0228863 -0.042792 0.00581299 -0.0432782 0.0278425 0.000653263 0.0134734 0.000158091 0.00104237 -0.0134801 -0.00355537 -0.0178563 -0.0432584 0.000450647 -0.0135474 -0.00585513 -0.0347271 0.0104142 -0.0043759 -0.0561652 0.0310025 0.00152179 -0.0321731 -0.000711829 0.00188802
internal_weight=116.918 112.365 4.55322 3.64829 3.08953 1.69506 0.904937 1.19118 0.409386 0.234764 111.889 4.16091 107.728 101.168 6.5596 4.67816 3.21088 1.47896 99.2087 7.05188 6.06076 2.18435 3.87641 1.59078 0.730161 1.95942 92.1568 0.990891 0.743603 91.1659
internal_count=4034 3796 238 140 131 94 98 75 67 58 3690 68 3622 3513 109 75 67 45 3466 154 128 79 49 71 64 47 3312 94 81 3218
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 1 1 1 0 1 0 4 3 0 2 4 4 0 2 1 2 2 1 4 4 4 0 1 2 2
split_gain=0.0498002 0.284452 0.257869 0.0873551 0.18577 0.0847606 0.093503 0.0574311 0.136561 0.262019 0.338609 0.216956 0.271949 0.153573 0.138877 0.162129 0.285561 0.125972 0.356155 0.511914 0.38157 0.195948 0.255377 0.158615 0.238074 0.193263 0.118924 0.433262 0.232742 0.156329
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 83.116371560950014 -0.086139999999999994 87.030766598900016 87.33187390945001 80.677940036650014 97.878695155250014 75.408562100950022 97.521130223850008 39.256147742250008 0.087555000000000022 96.959242474650011 0.20949500000000004 39.861052345600008 40.137820134150012 101.55650587770002 -0.08786999999999999 72.752365468100024 0.13747000000000004 -0.094519999999999993 78.895492296100016 41.035283712600005 42.141702038450013 39.184300550350009 96.682331287150021 72.187789260650007 0.070580000000000018 -0.094519999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -3 -7 8 9 13 11 -11 -13 14 26 -16 -17 18 23 -20 -21 -19 -23 25 -25 -10 27 29 -29 -1
right_child=1 5 -4 -5 -6 6 -8 -9 17 10 -12 12 -14 -15 15 16 -18 21 19 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0063462133456277216 -0.10178551001581247 -0.10374707954882907 -0.10410356007599619 0.068541160751520891 0.10231856169060832 0.097516238627654517 -0.1004275775583543 0.01197657226619385 0.018449264238063878 0.041850734467146711 0.069630304955166408 -0.10730618725768822 0.0028048935043532919 -0.019907820693885667 0.047101661302912504 0.075326022101938533 -0.079748509441525783 -0.072874326795802136 0.022727491614190447 -0.1101515455880433 -0.0026870044038297793 0.054506941638377451 -0.017077937176335239 0.059074127770755505 -0.028691590903560289 -0.044729738113390212 0.013849309424989492 -0.11052398496217319 -0.015822449158716789 -0.0026396314453528522
leaf_weight=29.23776678616013 0.10320528402189666 0.3641035536579682 0.14222159434899595 0.45042441920213605 0.078521782583266031 0.04948842332669301 0.046088181328968858 4.393142457573048 0.85563871657359447 0.92560041067190457 1.2611218719976021 0.28758936442682159 1.019180752628017 3.6080474598566061 1.3068908405111859 0.19354684388963495 0.3072524594999777 0.26689384917563108 0.67980805001934586 1.192974398993101 0.45696257648523886 0.98708385154895939 1.0065269378173978 0.85391567728947826 0.4844018621079158 1.115265423664823 6.300845806952565 0.53477218895932199 0.50418249145150185 57.310944200293314
leaf_count=981 101 155 398 16 3 5 282 75 32 11 20 90 21 53 44 15 32 98 14 97 20 43 32 18 42 34 40 74 4 1184
internal_value=0.000548983 -0.0194327 0.0175578 0.0449292 -0.0135949 -0.0817466 0.00206536 0.000763237 0.000318223 0.00129187 0.028209 0.00480907 -0.021428 0.000344937 0.00110853 0.0285629 -0.0198159 -0.0123521 -0.0203475 -0.0502997 -0.0803884 0.00759291 0.0183654 0.000739279 0.0273075 -0.0173015 0.000579934 -0.000374633 -0.0645674 0.000395954
internal_weight=116.324 1.23405 0.774373 0.632151 0.181727 0.45968 0.0955766 115.09 110.697 102.798 3.49349 2.23237 1.30677 99.3042 95.6962 1.80769 0.500799 7.89947 5.63897 2.32975 1.64994 2.2605 1.99361 3.30922 1.33832 1.9709 93.8885 87.5877 1.03895 86.5487
internal_count=4034 960 518 120 104 442 287 3074 2999 2569 142 122 111 2427 2374 91 47 430 257 131 117 173 75 126 60 66 2283 2243 78 2165
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=3 3 3 4 4 1 2 2 3 2 4 3 1 4 2 3 0 0 1 1 4 1 2 2 4 4 3 3 1 2
split_gain=0.0503663 0.069254 0.0623278 0.225911 0.294903 0.202481 0.105925 0.35173 0.317493 0.205801 0.217062 0.172387 0.223087 0.281429 0.133046 0.635971 0.541659 0.418295 0.468345 0.478796 0.294666 0.266268 0.251991 0.147711 0.203668 0.14736 0.247055 0.52698 0.589782 0.441985
threshold=0.4381000000000001 0.41991500000000009 0.12201500000000003 41.092444989200011 41.436838994450007 65.29995953045001 -0.58559499999999998 -0.50001499999999999 0.10721500000000002 -0.58994000000000002 38.804080188450008 0.096315000000000026 72.378669787950017 39.577821550850011 -0.14831999999999998 0.085035000000000013 94.354126546200021 87.638358136350021 62.030794443850006 57.576019321700009 43.084235337800003 83.116371560950014 -0.23401999999999998 -0.22403500000000001 49.122847560300009 39.184300550350009 0.08833000000000002 0.08883000000000002 62.020040611300011 -0.083064999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 8 11 9 10 -1 12 13 -8 15 17 22 18 19 -9 -19 -18 -17 -22 -25 -16 -27 28 -28 -30
right_child=-2 -3 3 4 -6 -7 7 14 -10 -11 -12 -13 -14 -15 25 16 21 20 -20 -21 23 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.079584999514268701 -0.028031905762566929 0.014943636721038427 -0.0046405685954131731 0.039796704457846901 -0.018613839795742715 -0.066275000978515783 -0.1081380942979558 0.0089024835039747726 0.085575851663463903 0.070467808032182958 0.0055514034862995613 -0.11737987495162383 -0.10921531901827063 0.048740633659386384 0.0072538400397081804 0.033246188834945005 -0.0814645497125151 -0.11104384851833025 0.076233213020083027 -0.10721106887261374 -0.086672785870185856 0.07825134769452663 0.10261873457877815 0.10004298820854969 -0.10140700141140738 0.0036116648542103519 -0.14442079570951252 -0.0048467388964301833 0.0027353549490008 -0.10837555045283316
leaf_weight=0.34500436573421334 0.61580326718103506 3.289777229572791 1.0571261495351785 1.4687640964984896 2.1005116677388287 1.0750759011289117 0.15967400558656553 1.6356707914383153 0.57739038366707962 0.41061917919341695 2.2689790612985234 0.32014727885689354 0.25066243863153659 0.4028651783883106 20.941585679436002 0.88986981711059376 0.38895236721873505 0.60564368873156116 0.74080266840610409 0.45361395355030243 0.12734807483138899 0.14266893477361009 1.2721784849418329 0.18475196609574562 0.068903781301855815 36.473945609033535 0.54787412285804693 35.098598639581724 1.368839809729252 0.48480597557318073
leaf_count=54 31 34 16 6 42 30 7 138 21 13 114 34 50 90 682 22 44 89 34 145 65 35 23 32 189 1226 10 680 12 66
internal_value=0.0004908 0.000643331 0.000222773 -0.00996285 0.00542222 -0.0357172 0.000769799 0.000177829 0.017625 0.00465327 -0.00568525 -0.0552222 -0.0307514 0.00421137 0.000796876 0.0146259 0.0518298 -0.0116309 0.00791596 -0.0163074 -0.0676988 -0.0386023 0.0740659 0.00120261 0.0453205 -0.000151676 -0.00224813 -0.00794758 -0.0532668 -0.0263248
internal_weight=115.768 115.153 111.863 5.70148 3.56928 2.1322 106.161 102.559 3.60199 3.0246 2.61398 1.13335 0.813202 0.562539 101.426 6.5104 2.69367 3.81673 2.83009 2.08928 0.986648 0.531621 2.16205 0.381004 0.253656 94.9156 73.9741 37.5001 2.40152 1.85365
internal_count=4034 4003 3969 94 48 46 3875 3673 202 181 168 181 147 97 3492 816 124 692 317 283 375 79 45 286 221 2676 1994 768 88 78
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=0 4 4 2 0 2 2 3 3 2 3 3 0 2 1 0 1 0 3 1 2 0 0 1 3 3 4 3 0 3
split_gain=0.256231 0.176344 0.211803 0.161585 0.517974 0.516358 0.634907 0.622915 0.889118 0.566281 1.00093 0.50073 0.494095 0.490226 1.17894 0.455891 0.366531 0.535376 0.764321 0.382788 0.349266 0.540911 0.408695 0.407791 0.35418 0.819902 0.732191 0.717765 0.992036 0.764514
threshold=103.48144189910001 40.844669808050007 40.890797847750008 -0.06483499999999999 84.226704768850013 -0.075639999999999999 -0.079634999999999997 -0.14860999999999999 0.089305000000000023 -0.08262499999999999 0.092260000000000023 -0.23921499999999998 86.89903215050002 -0.081354999999999997 61.907125369850007 86.83719761350001 69.873026810350026 94.773526014550015 0.090735000000000024 70.206395618550019 -0.055334999999999995 86.329079026800017 85.683849075550015 67.192634054300015 0.084360000000000018 0.075810000000000016 40.413896136950008 0.091645000000000018 95.620390325650007 0.087795000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 9 -7 -9 11 13 12 -1 14 -11 -8 -13 18 -18 -19 21 -6 -22 -23 25 26 -24 28 29 -26
right_child=1 2 -4 4 20 7 15 8 -10 10 -12 16 -14 -15 -16 -17 17 19 -20 -21 22 23 24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00024240444433075865 -0.001986745200054001 0.0020220450416621851 -0.00082987364957941019 -0.001086025031721946 -8.9243778317771424e-05 0.00070945309424849711 0.0014340753028107055 -0.0019016716879078921 -0.00025652926172715321 0.00096558386494391131 -0.0022170840496971919 0.00026284718431391485 -0.0021065156573621679 0.00034955234844850062 -0.0022221033130270752 0.00032502276660797936 -0.0022089153928868429 0.0020206710172460916 6.8538721588906222e-05 9.3845645385021158e-06 0.0011015561240644426 0.0020374230729414263 0.00017754576283721143 0.00058935518813492665 -0.00034193460749748478 0.00075667486695456569 -0.0014671103389106435 0.00021750591107674386 0.00027154892931898899 -0.0019461542228914946
leaf_weight=3.5111701343666857 0.35456479081676562 0.12547872017603368 0.49538975875293545 1.1604004452892684 1.8751450297422696 1.6881950094539204 2.2416746057569972 1.6071061173861361 5.8992350952757988 0.75109185278415624 1.0758797270536886 44.552777215176327 0.64748129377403518 3.0799034836236383 1.098401832859963 3.9114892253419384 1.0330397427642339 0.37369299121200938 1.2546086724905761 13.750344980253429 1.8069423343986262 1.3788207285106184 5.3332091633928966 1.6334515989001372 2.5037583303328592 9.4266836225870048 1.2930438156508897 21.03679361011018 3.8865996935637668 2.1001615868881345
leaf_count=136 434 5 481 217 22 11 78 33 74 6 32 822 72 26 48 54 153 3 43 463 42 20 76 33 77 118 62 272 71 50
internal_value=0.000117947 -0.000883522 -0.000253495 0.000124929 0.000209699 7.25489e-05 0.000124811 -0.00036672 -0.000608754 7.2538e-05 -0.000503599 0.000125666 -0.000532637 -0.000129617 -0.000927562 0.000729064 0.000170572 -7.99282e-05 -0.000959898 6.25991e-05 0.000238462 0.000737522 0.000186989 0.00125219 0.000150733 0.00038515 -0.000143392 2.32893e-05 -0.000457918 -0.00107373
internal_weight=140.887 0.975433 0.620868 139.911 53.435 86.4761 77.2816 9.19454 7.50634 71.1284 6.00528 65.1231 4.15865 4.9294 1.84949 6.15316 60.9645 16.4117 2.28765 14.124 52.2746 4.88742 47.3872 3.01227 45.5802 16.0529 6.62625 29.5273 8.49052 4.60392
internal_count=4034 920 486 3114 1060 2054 1936 118 107 1804 112 1692 208 80 54 132 1484 662 196 466 843 75 768 53 726 256 138 470 198 127
is_linear=0
shrinkage=0.00196078


Tree=826
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 0 3 3 0 0 4 3 3 1 0 4 1 4 1 4 1 2 0 2 4 4 2 4 1 2
split_gain=0.0475718 0.21449 0.159322 0.0908393 0.0493971 0.171261 0.180898 0.170339 0.525437 0.114741 0.169778 0.148019 0.212442 0.197095 0.430903 0.254575 0.144306 0.124065 0.110794 0.248365 0.384149 0.409088 0.118613 0.116608 0.133573 0.241662 0.104798 0.209564 0.404759 0.101395
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 105.33378955095002 77.946466576100008 100.27142289135001 0.079355000000000023 0.087475000000000011 97.991610396700011 97.878695155250014 42.094663496250007 0.088350000000000026 0.087475000000000011 73.037342029850024 99.239054969250006 40.844669808050007 71.464594023550021 39.896141435400004 75.408562100950022 40.844669808050007 75.634392583900009 -0.083424999999999985 96.959242474650011 0.20949500000000004 39.861052345600008 40.137820134150012 -0.016679999999999997 42.006870117350005 83.116371560950014 -0.10423499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 7 -7 8 -6 18 11 12 -11 -13 -15 17 -12 -16 22 -20 -21 -22 23 -1 -25 -26 27 28 -8 -24
right_child=1 -3 -4 -5 5 6 26 -9 -10 10 16 13 -14 14 15 -17 -18 -19 19 20 21 -23 29 24 25 -27 -28 -29 -30 -31
leaf_value=0.00052667098522022986 -0.0055771367586328648 -0.1033014606851626 0.07864017706375441 -0.10063464462773537 0.086342128562392581 0.065849883134984549 -0.10804394976345387 0.059913479915307911 -0.11875795255868633 -0.017560328711696074 0.012542320861933215 0.014492756015132061 0.085994494700783575 -0.10826641782498903 -0.10473519003972465 0.021303113761120901 -0.10346317650587687 0.00026739337539955199 -0.0031407022643566516 0.10298275236690223 -0.11304873754119289 0.069864990528804044 0.0024659536365160594 0.043360539794298568 0.071269929683477076 -0.074552641223084332 0.0061245640217021079 0.013427181827682714 0.016569409620291627 -0.031480507673287125
leaf_weight=93.569413831537531 0.76967714626289196 0.24247387914556373 0.21134796882688534 0.11563488606037708 0.26447413263667741 0.39946192469506048 0.58655611399444685 1.0900960317085262 0.23669583265200345 0.42911951194400799 0.15201898620580312 1.199674289673567 0.36799537017941475 0.59558604724588837 0.31167589002870932 0.99924942757934332 0.36398585831193486 0.17610478401184082 1.8648853343329386 0.69916015490889527 0.22175826915918151 0.27254513756633969 1.502022836066317 1.2809869055054139 0.18464841728564341 0.29555439149817175 3.6715801018290226 0.87924475409090508 0.46912919501482975 2.1242944263503878
leaf_count=2283 126 217 20 597 55 76 33 25 16 39 31 7 4 34 45 10 51 8 31 9 9 42 22 44 15 32 76 26 20 31
internal_value=0.000549786 -0.0181886 0.000630069 -0.0179931 0.000769501 0.00856017 0.000831919 0.0377292 -0.0105239 0.000214326 -0.0152428 -0.00840674 0.0302467 -0.0177939 -0.0363923 -0.00760524 -0.0692871 -0.0668258 0.000910613 0.0196564 0.0552789 -0.0121952 0.000331257 0.0010065 0.026499 -0.0184807 -0.00380059 -0.0226338 -0.0526678 -0.0174199
internal_weight=115.547 1.33913 1.09666 0.885312 114.208 7.59724 6.00597 1.59127 0.50117 106.611 4.59541 4.07941 0.797115 3.28229 2.08262 1.48703 0.516005 0.487781 102.015 3.05835 1.19346 0.494303 98.9569 95.3306 1.76119 0.480203 5.60651 1.93493 1.05569 3.62632
internal_count=4034 960 743 723 3074 327 231 96 71 2747 229 147 43 104 97 63 82 53 2518 91 60 51 2427 2374 91 47 155 79 53 53
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 1 0 1 1 4 2 2 2 4 4 4 4 4 1 2 0 1 0 0 3 2 0 2 4 0
split_gain=0.183773 0.917665 0.947404 0.659288 0.514141 0.603988 0.666304 0.624176 0.481171 0.685221 0.938664 0.47636 0.737211 0.537223 0.466783 0.566424 0.454981 0.448698 0.862847 1.03664 0.790795 0.543504 0.40312 0.402718 0.401559 0.369872 0.784731 0.752366 0.738594 0.664589
threshold=67.074341896550024 90.297243227400017 89.953120586650016 0.13377000000000003 93.399723909900004 69.873026810350026 93.692765846100016 69.238550691600025 68.910558799650019 40.137820134150012 -0.102645 -0.11963999999999998 -0.053159999999999992 42.402981339000007 38.244973486750006 37.828051409500013 34.41230404325001 38.400997490450003 63.353515844050008 -0.097799999999999984 88.606203063300015 62.55235532115001 81.87699236280001 93.953546284800012 -0.10747999999999999 -0.079634999999999997 94.773526014550015 -0.16048499999999999 38.400997490450003 97.39208423365001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 -6 9 -2 -11 -3 -13 -14 15 -8 -10 22 21 20 -20 -19 -1 -16 -25 26 27 -26 -28 -30
right_child=3 11 -4 -5 5 6 14 -9 16 10 -12 12 13 -15 23 -17 -18 18 19 -21 -22 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=-0.00081148659981192185 0.00065827613511182284 -0.00026624230039760651 -0.0016886134174123736 -0.002072226058779139 -0.00011480229412218596 -0.0021940255130866305 -0.0001949460481312976 0.0015070390028406001 0.00061260071093933717 0.00010505452335418159 -0.0023700060241805699 0.0020050549932917887 -0.00051002007422013625 0.001503219018449404 0.0010681515702581159 -0.0021274044090019823 -0.0021907299738451558 0.00012839709574775747 0.00085794928283220784 -0.0023146924953990774 -0.0018300822297819238 0.0011276217924595421 0.00071947686948281759 -0.0020329422990236715 0.0016990918291465297 0.00032617859845740954 0.0021337909982892199 -0.0022469733183855503 -0.00071074143921677935 0.00026009129861205571
leaf_weight=0.72254472615168008 2.0292664858279741 0.97150385286658991 1.0756646078079928 0.55941674569657962 1.488476849306607 0.4946132330223908 6.084107087666438 2.3569808223692235 0.28809473500587024 1.4783410919189921 0.97939788189250965 2.3354449756443501 1.1327671218896278 0.92630707472562779 1.8694267307000689 0.64497067883712578 0.97895346290897578 67.95892930365153 1.3171973497373985 1.2095136849929975 0.61829427257180203 2.1593374917283645 7.794452769740019 0.32570847817577586 0.22552985671791237 20.144301899862526 0.62732001999393006 1.0535313409200089 3.9612023276276878 8.5893017758226033
leaf_count=177 30 18 20 60 24 18 414 28 5 31 25 26 33 11 30 58 90 1114 83 59 12 32 114 136 6 501 4 136 126 613
internal_value=0.000135268 0.000190469 0.000139577 4.53833e-05 6.74765e-05 0.000134048 6.89474e-05 0.000879266 -0.000486299 -0.000184991 -0.000881246 0.000976281 0.00125097 0.000395667 9.46633e-05 -0.000380169 -0.00155332 0.000163623 0.000114103 -0.000890648 -7.44431e-07 0.000159169 0.000589597 0.000181498 0.00013404 0.000154439 -8.48647e-05 -0.00155119 5.74588e-05 -4.63239e-05
internal_weight=142.401 88.222 82.8559 54.1789 53.6195 47.8655 44.02 3.84546 5.75405 4.48701 2.45774 5.36602 4.39452 2.05907 43.5254 6.72908 1.26705 81.7803 73.2633 3.14501 1.93549 70.1183 8.517 36.7963 34.9269 34.6012 14.4569 1.27906 13.1778 12.5505
internal_count=4034 1699 1611 2335 2275 2094 2042 52 181 86 56 88 70 44 2024 472 95 1591 1300 154 95 1146 291 1552 1522 1386 885 142 743 739
is_linear=0
shrinkage=0.00196078


Tree=828
num_leaves=31
num_cat=0
split_feature=1 2 1 3 3 1 1 1 2 2 0 1 4 2 0 0 0 2 4 3 3 0 0 1 1 3 0 2 1 2
split_gain=0.0495414 0.252404 0.228553 0.0885526 0.122545 0.137684 0.0732011 0.079326 0.0480278 0.319203 0.395697 0.294225 0.284422 0.446271 0.22463 0.280089 0.365652 0.221204 0.782366 0.228642 0.444077 0.552437 0.714153 0.439373 0.296163 0.238386 0.208621 0.361383 0.361403 0.236402
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 0.086230000000000015 83.468559576050012 87.030766598900016 87.33187390945001 -0.06483499999999999 -0.055334999999999995 85.963448721100022 62.084563606450011 39.861052345600008 -0.059754999999999996 84.226704768850013 85.683849075550015 85.861287312150012 -0.037054999999999998 40.377444152000002 0.096315000000000026 0.088435000000000027 96.163458868000006 86.054856297550018 62.046925192600007 77.543197856500015 0.10157500000000001 93.399723909900004 0.066710000000000019 72.378669787950017 0.12427500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 -3 -8 -1 10 -10 -12 -13 -14 -11 -16 -17 18 -18 20 23 22 -22 -19 -23 -21 29 28 -28 -25
right_child=1 6 -4 -5 -6 -7 7 -9 9 14 11 12 13 -15 15 16 17 19 -20 25 21 24 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.00081182716328744757 -0.1018918754899299 -0.10337083802290332 -0.10396035131576178 -0.040221124315385229 0.096318142069300811 0.087498923320151925 0.096509468009174107 -0.10038624994965598 -0.026782570231465259 -0.052009794094222309 0.10317311128358493 0.073482068563529609 0.061088904232102094 -0.055963962431801885 0.045616922518802255 -0.06297554582747121 0.0074137127895071405 0.065567872882117281 -0.058984244532708563 0.051632638915519107 0.015670112184149262 -0.017514967486816524 -0.078080881970271548 -0.046513547725025806 0.070063275662799948 0.010876437571433632 0.063778563799801999 -0.0065344415827943555 -0.0015378269743758827 0.020209721997657082
leaf_weight=69.939597905456367 0.081060932051059353 0.33118069442616505 0.13002185573995462 0.10533516391296871 0.32087641151883872 0.072912333269414376 0.042704695502834511 0.039284968187530467 0.90968135229195413 0.79041179303021536 0.74124407768249545 0.90360248135402832 0.62913597662554899 0.67535128293093194 1.4089145213074505 0.89426732482388516 5.9133036481216497 1.2369815660640693 2.5355178061872721 1.6815864051459346 1.2165582110173994 0.80849685822613515 2.4465895081084454 1.5503480494007811 0.73914777979371138 9.79240167813259 1.9291717206942833 5.2948770378111476 1.5103301505150737 0.80761559817256046
leaf_count=2015 85 155 398 17 14 4 5 282 19 214 11 23 12 31 42 21 47 28 34 33 10 11 71 80 33 132 42 86 30 49
internal_value=0.000616026 -0.0202817 0.0158724 0.0427275 0.0611278 -0.012208 -0.0824277 0.0021678 0.000821316 0.00339297 0.0308756 0.0486594 0.0303595 0.000488999 0.000777958 0.00182719 0.000218735 0.00172723 -0.0125125 0.0058738 -0.00130604 -0.0257815 -0.0469455 0.00903812 0.024312 0.0168495 0.0027341 0.00985967 0.0350973 -0.0236605
internal_weight=115.479 1.12338 0.710207 0.580185 0.47485 0.153973 0.41317 0.0819897 114.355 44.4155 3.85902 2.94933 2.20809 1.30449 40.5565 39.7661 38.3572 37.4629 8.44882 29.0141 17.5401 5.21079 3.66315 12.3293 1.54764 11.474 11.0923 8.73438 3.4395 2.35796
internal_count=4034 960 518 120 103 89 442 287 3074 1059 96 77 66 43 963 749 707 686 81 605 440 125 81 315 44 165 287 158 72 129
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=0 4 0 2 0 4 1 4 4 0 1 2 2 0 1 2 0 1 3 0 1 4 3 0 0 1 2 2 2 2
split_gain=0.2643 0.216971 0.374537 0.834449 0.489634 0.706649 0.518142 0.394926 0.753298 0.90314 0.463498 0.387157 0.682189 0.696962 0.595478 0.34271 0.340961 0.329275 0.306072 0.286186 0.556539 0.715871 0.580954 0.537082 0.289209 0.966701 0.542399 1.05815 0.70597 0.683044
threshold=103.48144189910001 42.141702038450013 86.329079026800017 -0.097294999999999993 86.83719761350001 43.218894539100006 62.036171360100006 43.157831852650006 42.779078631750004 90.407470010750018 66.590419433100024 -0.086719999999999992 -0.08262499999999999 85.764502819450016 62.036171360100006 -0.06828999999999999 67.04476885710001 71.015621515800021 0.076130000000000017 85.121961326250016 58.167480110400007 39.011793722550003 0.093325000000000033 75.462331263550013 86.162394622750014 62.079186690200011 -0.067109999999999989 -0.08786999999999999 -0.081354999999999997 -0.058374999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 -3 5 6 -4 8 15 -10 -9 -5 -13 14 16 17 -14 -6 -12 20 23 22 -22 -1 25 -21 27 -26 -29 -28
right_child=-2 2 4 11 7 -7 -8 10 9 -11 18 12 13 -15 -16 -17 -18 -19 -20 24 21 -23 -24 -25 26 -27 29 28 -30 -31
leaf_value=-0.0019913864324767271 -0.00087228822634740461 0.0001362808636900323 0.00040243526440467625 -0.0020881619266399682 -0.00086008805272661632 -0.00043112113798277171 0.0018009525543241243 0.00086167869343833393 -0.001965055256742516 0.00035992736625194675 -0.0020891575577685912 0.0010543808122141347 0.0017811655037230614 -0.0021763558430997984 0.0015515262480576288 0.00042653609120141186 -0.002058899666964605 0.00015064228025366068 6.1175975287657475e-05 0.00026612958108169392 -0.0020937723054592666 -0.0021885063604153389 0.00029372422403909477 0.0013163148446842996 0.00019634280559518313 0.0015719585985032901 0.0013644355449379025 -0.0014821078103782472 -0.00026003034881696209 0.00026398026976225526
leaf_weight=0.22559463788638723 0.99042665678712083 6.4474764914266416 2.08452966436744 0.9627633822965439 2.3192588514648369 1.6622330043464897 1.9916979596018789 3.5666240113787335 1.779233978595584 1.0052962725458199 0.26699098315293657 0.68862321274355087 0.10887386766262197 1.2351151551119981 0.49927854025736451 4.499857551156313 0.48448960904352134 2.6610746529186144 5.4354724257209455 19.903029229491953 0.48429552190282343 0.91083237927523431 2.052699537598528 1.1550532942637799 31.011150950507723 2.4476589960977426 2.3234178762650108 2.2576031419011988 9.3204068770864996 32.527151229500305
leaf_count=116 920 241 12 57 42 11 65 35 29 43 126 25 4 48 36 54 118 39 343 157 111 117 34 23 457 34 43 73 139 482
internal_value=0.000137108 0.000144132 1.65937e-05 -0.00029949 0.000137437 0.000646379 0.00108577 1.81174e-06 -0.000229031 -0.00112567 0.00030726 -0.00100558 -0.000660039 -0.00116722 -2.64948e-05 3.433e-05 -0.0013543 -0.000320038 -3.95033e-05 0.00019009 -0.000276127 -0.000697378 -0.000162033 0.000775844 0.000212649 0.000409133 0.000155939 7.49525e-06 -0.000498324 0.000337345
internal_weight=143.308 142.318 37.6989 10.4266 27.2723 5.73846 4.07623 21.5338 12.2647 2.78453 9.26909 3.97914 3.01638 2.32776 1.09264 9.48019 0.593363 4.98033 5.70246 104.619 4.82848 3.44783 2.537 1.38065 99.7904 22.3507 77.4397 42.5892 11.578 34.8506
internal_count=4034 3114 1328 529 799 88 77 711 207 72 504 288 231 206 158 135 122 81 469 1786 401 262 145 139 1385 191 1194 669 212 525
is_linear=0
shrinkage=0.00196078


Tree=830
num_leaves=31
num_cat=0
split_feature=0 1 0 1 4 1 4 3 3 4 3 1 2 3 3 1 3 3 1 4 0 2 0 4 0 3 0 1 1 0
split_gain=0.054897 0.469478 0.4339 0.318987 0.261604 0.242394 0.385991 0.41103 0.470863 0.243385 0.400194 0.227235 0.463272 0.432949 0.298574 0.256959 0.345951 0.220099 0.305899 0.212748 0.605087 0.549461 0.39756 0.690526 0.576781 0.617829 0.49297 0.371488 0.305038 0.455789
threshold=91.066142252700018 67.649671936450019 90.407470010750018 66.590419433100024 41.872294782850005 65.611820673600008 37.999598532650005 0.09062000000000002 0.08674500000000003 37.52517992975001 0.085820000000000021 64.02831883475001 -0.08786999999999999 0.097015000000000032 0.08729000000000002 62.55235532115001 0.087795000000000026 0.12535000000000004 68.910558799650019 38.748048509250005 94.047642319350018 -0.033799999999999997 94.773526014550015 36.124181380200007 95.050437202000012 -0.075324999999999989 96.531777631850005 70.727956495850009 71.015621515800021 96.039789794050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -4 9 -7 8 -8 10 -1 15 13 14 -13 -11 -17 19 -19 22 21 -21 23 -3 -24 -26 -27 -22 -29 -30
right_child=1 17 4 -5 -6 6 7 -9 -10 11 -12 12 -14 -15 -16 16 -18 18 -20 20 27 -23 24 -25 25 26 -28 28 29 -31
leaf_value=-0.019536482238495193 -0.0029743526399526737 0.0094529595451101917 0.013699224763861956 -0.090470167339671489 0.079437068993966756 -0.0015716066409662622 -0.085956989823249286 -0.1529604747014951 0.092606324417553787 0.00042663591568604416 0.056972577465925184 -0.033318930020851213 -0.11210907609169177 -0.10827762148588048 0.10314469252410921 0.061722441592860194 -0.0088251397946509744 0.0054448473670337498 -0.10696053996226221 0.063027332241250816 -0.047057549293719712 -0.025386231050905574 0.083230586204721499 -0.077276225419383601 -0.13136169747250004 -0.10841110905201289 0.0098471634425371622 0.054132738252655077 -0.060521355751634455 0.0035738012875643588
leaf_weight=1.0541533762307147 0.72157356794923433 1.6923607705684829 1.3194486463908099 0.98610974504117621 1.1185477312828878 2.1894971300789616 0.43870010844329932 0.4134257763507776 0.22261249204166234 58.673878892714129 1.945255061255011 0.27172422138391994 0.53505666981072753 0.2454090544488281 0.39110061526298523 1.6098435845342458 1.2233119443990288 0.51868222653865714 0.45403485047336289 2.9690996553981681 1.5851107044509287 0.92093108060362538 0.7963436166755854 2.0063502008561045 0.37698875849221725 0.38027289760066185 4.8262000259853721 1.1088469755923167 1.1653536992125761 23.13362992306952
leaf_count=150 14 32 24 55 32 30 52 19 5 1152 81 72 49 8 6 34 21 2 68 63 111 42 17 55 104 28 343 21 234 1110
internal_value=0.000693576 -0.0021024 0.00239655 -0.0534992 0.0438596 0.000936057 -0.0256638 -0.0747455 -0.0258486 0.00225264 0.0300832 0.000926593 -0.0382949 0.00519039 0.0472016 0.00184694 0.0312611 -9.37214e-06 -0.0470226 0.00110706 0.00522408 0.0420962 -0.0115085 -0.0375929 0.00361403 -0.00774131 0.00120976 -8.96639e-05 0.00284051 0.000499865
internal_weight=115.294 43.6419 71.652 1.70768 2.438 69.214 3.26424 1.07474 0.661313 65.9497 2.99941 62.9503 1.44329 0.908234 0.662825 61.507 2.83316 41.9342 0.972717 40.9615 30.883 3.89003 10.0785 3.69871 6.37981 5.58346 5.20647 26.9929 25.4078 24.299
internal_count=4034 2299 1735 69 56 1679 106 76 57 1573 231 1342 135 86 78 1207 55 2230 70 2160 1581 105 579 87 492 475 371 1476 1365 1344
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=0 1 0 3 1 3 4 4 2 3 2 1 0 2 0 0 0 2 3 2 0 1 2 1 3 2 1 2 1 1
split_gain=0.182155 0.700884 0.458426 0.37248 0.393925 0.359463 0.392554 0.312097 0.30598 0.837616 0.776479 1.26774 1.017 0.716442 0.425161 0.463811 0.679187 0.388955 0.350555 0.344595 0.371359 0.303904 0.540922 0.583332 0.303854 0.687822 0.298171 0.288367 0.305154 0.556646
threshold=91.066142252700018 67.649671936450019 90.407470010750018 0.12535000000000004 68.910558799650019 0.085235000000000019 38.244973486750006 41.872294782850005 -0.059424999999999999 0.083495000000000028 -0.091919999999999988 70.776348742200014 93.953546284800012 -0.054619999999999995 94.114853772600014 94.300357383600002 94.773526014550015 -0.088224999999999984 0.084090000000000012 -0.011675 93.399723909900004 69.873026810350026 0.048475000000000011 70.123053416500014 0.076835000000000028 0.04932000000000001 75.077881750900005 -0.092710000000000001 71.322105742700003 72.01572794030001
decision_type=2 2 2 2 2 2 2 2 2 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 -1 8 -5 -2 -7 -4 9 -3 12 -12 -11 -10 -14 -16 -17 -13 -18 26 -21 -22 -23 -24 25 -25 -15 28 -20 -30
right_child=1 3 7 4 -6 6 -8 -9 13 10 11 17 14 19 15 16 18 -19 27 20 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00016333849517447617 0.00031874107354744455 -0.0010347144927238495 0.00034765007571555082 0.00019347855701091457 -0.0021308307940304562 -0.00018309477179861571 -0.0022427381111365494 0.0016057509774082075 0.0018603077669185572 0.0016645377834436693 -0.0018021330392504274 -0.0012172682048108025 -0.0013121751359868076 0.00091619574919360827 0.0019863336517043522 -0.0021287994568138582 0.0018169870270570397 0.0002146000602958268 0.00076065914233728823 -0.0010228669764733652 0.0013483270685936282 -0.0016072393316308108 -0.0021531480564548622 0.0020997508555171151 0.00030446262503693223 -0.0021460291838766759 0.00014255441894106324 0.0013521908542906272 -0.0021516282037737865 4.4658585023080799e-05
leaf_weight=81.897646039880783 0.54065045261813738 2.8509089075356568 1.6147014955058687 0.53453475236892589 0.58951357723162801 0.54240077640861262 1.0340062267932806 1.4289763362030496 1.0488197708691611 2.0002957809483659 1.878883739002047 0.83847605713344719 0.71243394259363313 3.9559297534433471 0.56176509708166023 0.47701530758058552 0.53006594675389251 5.6057096529366399 2.0408187907887569 1.1838470348447998 0.7347603403031816 0.71399175993519648 0.40988790523260732 0.20148957235505704 11.376083175153324 0.53944965378605048 3.7131204874349351 0.74980221574697026 0.47386140562593926 6.9636329976901834
leaf_count=1679 16 705 24 2 68 7 46 32 22 24 59 20 9 33 7 40 11 189 28 32 11 119 17 3 256 124 120 8 33 290
internal_value=0.000134889 4.44519e-05 0.000191108 9.06212e-05 -0.00102552 -0.0010609 -0.00153407 0.000938316 0.000115935 -3.26141e-05 9.25087e-05 -0.000384914 0.000366368 0.000275722 0.000158787 0.00024762 0.000160683 2.82946e-05 0.000262198 0.000202921 3.15755e-05 0.000120895 5.27827e-05 0.000147398 0.00022522 -0.00099144 0.000541622 0.000181622 8.90222e-05 -9.52723e-05
internal_weight=137.743 52.8022 84.9413 50.6851 1.12405 2.11706 1.57641 3.04368 49.561 25.6837 22.8328 8.32307 14.5097 23.8774 12.5094 11.797 11.2352 6.44419 10.7582 22.8286 15.1595 13.9757 13.2409 12.5269 12.117 0.740939 7.66905 10.2281 9.47831 7.43749
internal_count=4034 2299 1735 2230 70 69 53 56 2160 1423 718 268 450 737 426 417 410 209 370 715 562 530 519 400 383 127 153 359 351 323
is_linear=0
shrinkage=0.00196078


Tree=832
num_leaves=31
num_cat=0
split_feature=1 2 1 3 3 1 1 1 2 2 1 4 4 2 3 3 2 3 4 0 3 3 2 1 1 3 4 3 1 1
split_gain=0.0474776 0.230294 0.207371 0.0809069 0.111968 0.124739 0.0666965 0.0728927 0.0484001 0.263654 0.340567 0.363823 0.54869 0.204932 0.300959 0.59355 0.289593 0.279035 0.316654 0.27589 0.260349 0.345402 0.203915 0.621033 0.704145 0.461949 0.390526 0.203502 0.587044 0.365763
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 0.086230000000000015 83.468559576050012 87.030766598900016 87.33187390945001 -0.06483499999999999 -0.055334999999999995 61.998532946250002 40.844669808050007 39.861052345600008 -0.075639999999999999 -0.14860999999999999 0.089305000000000023 -0.079634999999999997 0.095750000000000016 38.121007182500009 100.15850764985002 0.087715000000000029 -0.089139999999999997 -0.083424999999999985 62.057679025150001 62.165217350350012 0.085335000000000022 40.750688432250008 0.083365000000000022 67.300172379550006 66.351146659450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 -3 -8 13 10 -10 12 -12 16 -15 -16 19 -17 -19 22 21 -18 27 -24 -25 -26 -27 28 29 -1
right_child=1 6 -4 -5 -6 -7 7 -9 9 -11 11 -13 -14 14 15 17 20 18 -20 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0053278444191974831 -0.10173597671552131 -0.10310932472003498 -0.10364565347168178 -0.037288477485067854 0.094874656085650974 0.084623642978590069 0.09543418002630133 -0.10035652280881091 -0.026468774926252714 0.0011931900166323734 0.073625563826995921 0.094821695207887843 -0.03497336755676158 0.025011144236996859 -0.088022975628197331 0.024452257122717508 -0.0073092136741579189 0.011463889254376658 -0.048725014275963957 -0.050414001243955578 0.0049717097063126615 0.082230152088291403 0.0088166529588748609 -0.12401251139291614 0.050410503492003322 0.0069263516754522348 -0.11408798485357928 0.0056086769987668209 -0.069456618877514517 0.08750846945086696
leaf_weight=7.6730363419774132 0.075022741774773749 0.30639178121100374 0.12077015746928055 0.10616966802626848 0.29830012876482215 0.068904370306881901 0.039611101930859149 0.036570825026046805 0.84925875789485816 40.102751313715089 0.93647119743400276 0.98536139995485417 0.92455918993800879 1.4747743950138099 1.215903440475812 1.5927032427935044 0.63963901437818993 1.4187587520282252 2.2767825924966019 1.0945195359904563 2.662501938524656 1.3196677832165722 3.967832663562155 0.92643195099663023 0.65257212007418264 0.50990220239327733 0.55904242908582091 40.036230846824765 1.4407143909611466 0.44923532317625348
leaf_count=436 85 155 398 17 14 4 5 282 16 963 24 24 32 11 32 15 6 23 37 157 41 81 59 24 11 16 24 784 242 16
internal_value=0.000746314 -0.0204027 0.0149788 0.0411028 0.0599229 -0.0125173 -0.0822893 0.00144565 0.000941931 0.00354849 0.0291067 0.0456883 0.0196737 -0.000691065 -0.0157751 -0.0250231 0.00125228 -0.0105378 -0.0256178 -0.000689637 0.0253317 0.052999 0.000278509 -0.0162124 -0.0537174 -0.0158882 -0.0563624 0.00247815 -0.0106281 -0.000193154
internal_weight=114.76 1.05174 0.669167 0.548397 0.442227 0.143927 0.382574 0.0761819 113.709 43.7984 3.69565 2.84639 1.86103 69.9102 7.97892 6.50415 61.9313 5.28824 3.69554 57.3095 4.62181 1.95931 56.215 6.61578 2.64795 1.72152 1.06894 49.5992 9.56299 8.12227
internal_count=4034 960 518 120 103 89 442 287 3074 1059 96 80 56 2015 118 107 1897 75 60 1769 128 87 1612 134 75 51 40 1478 694 452
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=4 4 1 0 3 4 4 2 2 4 1 2 2 4 4 2 1 0 3 0 4 0 3 3 3 2 2 1 3 3
split_gain=0.0508672 0.391731 0.194887 0.194596 0.366493 0.690421 0.295913 0.410178 0.271128 0.149055 0.196839 0.146009 0.24394 0.17961 0.138056 0.266281 0.202066 0.17657 0.221696 0.128692 0.271251 0.1275 0.112456 0.384326 0.264463 0.274244 0.363267 0.579306 0.375728 0.3989
threshold=37.038444968100009 36.957836847500012 69.64719632740001 93.399723909900004 0.09062000000000002 36.242939472700009 35.050303764500008 -0.081874999999999989 -0.122095 37.828051409500013 67.649671936450019 0.22598000000000004 0.20167500000000002 40.890797847750008 35.050303764500008 -0.041369999999999997 69.873026810350026 97.674372337300014 0.10828500000000003 93.953546284800012 40.844669808050007 88.872360418250011 0.09551500000000003 0.096315000000000026 0.093325000000000033 -0.093879999999999991 -0.08854999999999999 75.408562100950022 0.092260000000000023 0.091935000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -6 -1 10 21 12 22 19 16 -16 -4 -18 -19 -13 -21 -2 24 -24 25 -11 27 -27 29 -28
right_child=9 -3 14 -5 6 -7 -8 -9 -10 11 -12 13 -14 -15 15 -17 17 18 -20 20 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.07758585258241249 0.021899050591280195 -0.11685669113122221 -0.11157481470383815 0.043367882763947166 0.042637789492992746 -0.12163989702952559 0.04128331286892635 -0.092491739664723668 0.02698322816297806 0.010136526130291344 0.003506746318152826 0.024611227590055098 0.062478007396741878 -0.10732109593172744 -0.092504276685163131 -0.0096577713290509661 0.054123944492916243 -0.10463030960002571 0.010247280296902757 -0.10473656658762914 0.0077024116105656112 0.084771563157313989 -0.056333997430892971 -0.0019073050012079072 0.025414343604756008 -0.06885122834240405 -0.00018374560966573226 0.010548128072360004 -0.039075591590928771 0.054959507539995178
leaf_weight=0.31679467438789277 0.65980022819712691 0.30977889942005354 0.15247569233179126 1.2254378162324426 0.43560235738914377 0.62118843710049976 2.1461353683844209 0.46380965532443952 1.1409982813056525 22.348675758269216 2.2151797210826771 0.51794014879851491 0.64355997838720114 0.24792437142059487 0.65416458047411652 0.95338546247512546 0.55084280646406092 0.22151629921214067 0.6952510842652373 0.36202938221686054 0.52669868618249893 0.63101576454937458 1.3576691674024939 29.228999431078591 4.8771222078667043 2.0606970714143169 33.084580501713745 1.6584582800205678 2.3804853251785962 1.3659969640411862
leaf_count=102 35 15 3 16 24 37 31 16 30 1171 94 30 22 46 113 33 11 169 27 67 2 10 35 539 97 76 1086 20 59 18
internal_value=0.000674546 -0.00618014 -0.0026004 0.00756957 -0.000990945 -0.0333588 0.0211043 -0.0270459 0.0042592 0.00132518 0.0215942 0.000619218 0.00111157 -0.0288417 -0.0226085 -0.0433707 -0.00200702 0.0093764 -0.0175103 -0.0150097 -0.0381004 0.0526343 0.000710065 -0.00432318 0.00298152 0.0012421 -0.00365994 -0.0334452 -0.000652262 0.00200273
internal_weight=114.054 9.88738 9.5776 6.34997 5.12453 2.07898 3.04555 0.899412 1.45779 104.167 3.506 100.661 99.0062 1.65459 3.22764 1.60755 1.62009 1.46761 0.916767 1.40667 0.888728 1.29082 98.3627 30.5867 67.776 62.8989 40.5502 3.71916 36.8311 34.4506
internal_count=4034 627 612 256 240 169 71 40 132 3407 139 3268 3123 145 356 146 210 207 196 99 69 45 3101 574 2527 2430 1259 96 1163 1104
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=0 3 3 3 4 4 0 0 3 0 0 1 0 4 3 3 1 1 0 0 1 2 2 4 4 3 1 1 4 2
split_gain=0.198093 0.360527 0.685751 0.578036 0.528712 0.466058 0.47697 0.496223 0.372382 0.526751 0.272425 0.228302 0.670319 1.09122 0.876784 0.400978 0.375314 0.419163 0.567983 0.37949 0.486796 0.424363 0.593838 1.01441 0.757442 0.911703 0.427207 0.422085 0.517369 0.464091
threshold=85.705356740550016 0.11768500000000003 0.10184000000000003 0.094175000000000023 39.577821550850011 41.243661560350013 85.667718326750006 85.121961326250016 0.09062000000000002 85.624702996650015 85.764502819450016 61.987779113750001 86.479632682150012 40.636252116050009 0.11531000000000002 0.097450000000000023 64.407391431150018 62.55235532115001 89.168090812600013 88.098084476650016 62.009286778800011 -0.093879999999999991 -0.081354999999999997 40.159267750750011 42.047301293400004 0.09091500000000001 62.095317438950012 62.095317438950012 41.218101594450012 -0.076709999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 -1 9 -7 -2 12 13 -12 -15 -14 17 19 -19 20 -13 26 24 -24 -23 -26 -22 28 -25 -29
right_child=10 -3 4 -5 -6 8 -8 -9 -10 -11 11 16 15 14 -16 -17 -18 18 -20 -21 21 22 23 27 25 -27 -28 29 -30 -31
leaf_value=-0.00088546433998472991 0.00075819777292379588 -0.0013493347797487384 4.6248987303028661e-05 -0.0016410865642928125 0.0015172116946648778 0.00013307861258143945 -0.0026325260743100538 0.0017951814071439907 0.0010089951706320542 -0.0016137651989975694 0.0002391612996158422 0.00079431478368413978 -1.5913746931772304e-05 -0.0019865660944351016 -0.00019003162168125643 0.0010498368079869809 6.0780258813221388e-05 0.00031915443892867551 0.0016604667262321094 -0.00047888578186361424 0.00094986046289597835 0.00016519168711581991 -0.0013283264999978885 0.00059255164167534586 -0.0024460781972771564 -0.00023021218020684265 0.00018783595421579697 0.0016041967440776719 -0.00039220581480809184 0.00040652369847413763
leaf_weight=1.5885705724031089 2.7065445752814403 0.83096123568248081 2.139204514678569 1.0733827548101533 1.6750863203778861 4.9757473929130356 0.47545687109231938 0.31877159047871817 1.4604037435492498 0.76582524436525989 4.3387020248919708 5.916987025178968 3.3058624966070047 2.2766663678921759 1.9296933570876715 2.3026828393340111 63.276102812514523 3.2704159421846262 1.9300941564142702 2.7385826408863059 4.5803263522684521 3.1169784646481249 1.4655689448118288 4.1290974030271155 1.2998996721580627 1.5835256977006791 7.3955920408479869 1.8531200662255227 4.0759280668571591 3.783699134364729
leaf_count=284 30 29 26 47 29 396 5 9 23 34 29 38 31 33 11 15 2483 48 47 26 29 18 15 32 33 17 56 73 50 38
internal_value=0.000117425 -9.33479e-05 -2.12332e-05 -0.000276567 0.000692238 -0.000123757 -0.00087545 -0.000437452 0.000124944 -9.99198e-05 0.000142768 0.000129397 -0.000105059 -0.000450763 -0.00116239 0.000421648 0.00015945 0.000291896 0.000816963 0.000226787 0.000276086 0.000183958 1.79735e-05 0.000222917 -0.00050485 -0.00122916 0.000479281 0.000387162 0.000103364 0.000800262
internal_weight=142.579 15.3034 14.4724 10.6582 3.81429 9.58478 2.3828 1.90734 7.20198 5.74157 127.276 124.57 14.1536 8.54506 4.20636 5.60855 110.416 47.1398 5.20051 41.9393 39.2007 33.2837 21.3078 15.3074 6.0004 2.88343 11.9759 13.8418 8.20503 5.63682
internal_count=4034 882 853 798 55 751 298 293 453 430 3152 3122 119 73 44 46 3003 520 95 425 399 361 276 208 68 50 85 193 82 111
is_linear=0
shrinkage=0.00196078


Tree=835
num_leaves=31
num_cat=0
split_feature=1 0 2 2 3 2 0 3 0 2 1 2 4 2 1 1 3 4 3 0 4 0 4 2 0 1 2 3 3 4
split_gain=0.277812 0.757425 0.627809 0.800144 0.537768 0.542373 0.522731 0.516787 0.473985 0.440894 0.535336 0.481331 0.745678 0.433315 2.17218 0.518111 0.407435 0.405731 0.338333 0.305381 0.364591 0.699539 0.544201 0.428549 0.827804 0.769551 0.789007 0.536439 0.338606 0.40154
threshold=66.590419433100024 90.297243227400017 -0.061874999999999999 -0.068964999999999985 0.083495000000000028 -0.074999999999999997 92.313586825200005 0.084090000000000012 89.813320763900023 -0.011675 75.077881750900005 0.048475000000000011 36.79544512155001 -0.101395 71.787208999250012 71.322105742700003 0.07907500000000002 38.748048509250005 0.09091500000000001 85.995710218650018 41.942745071500006 85.812895065800021 42.434124620650003 -0.086139999999999994 85.705356740550016 61.45546440395001 -0.08786999999999999 0.10507500000000002 0.10828500000000003 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 16 -4 -6 19 10 17 12 -11 15 -15 -9 -2 -8 -3 20 23 22 -22 24 25 -1 -27 -25 29 -24
right_child=2 18 6 -5 7 -7 9 13 -10 11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 28 27 -26 26 -28 -29 -30 -31
leaf_value=0.00085176633104938615 -0.00031057459901094706 0.0014946372495805288 -0.0010102120570454809 -0.0022663534419697052 0.001701207446778523 0.0014719779194171012 0.00053899030402318818 0.00063425786432195238 -0.00069822179849793179 0.0019639912100549274 9.5804737690427413e-05 0.00023383081812029585 -0.0015436519035760331 -0.0015912117841198742 0.00028772512615267279 -0.00023009692477510006 -0.001881290862299774 0.0015895808656258138 0.00036696135386874042 0.00030506920964598134 -0.0021045735791471007 -0.0020928164367374205 0.001159476943256703 0.000146160095728614 0.00099804109528971782 -0.0019089373446477406 0.00063482333691219136 -0.00088631964153095845 -0.0020600434686024369 -0.00013285086802988661
leaf_weight=1.4705004026927802 1.1183420441133201 2.5414160043001166 1.1878126930096211 0.67942174177005554 0.66211705092792073 0.32859664493117335 2.9697971915593389 5.5798675224068663 2.2363101076334706 0.28456672670472727 3.9107014285955302 14.678645462032817 1.2861883029959242 3.5454563818493536 7.1081287476081343 5.1060722348584022 1.468839980890152 2.6965368402306922 1.7119630090892313 52.105434491066262 0.48601454821618872 0.78237266233190883 1.216487490248255 9.4165525660137082 5.2605411447584629 1.3226050076882532 0.72620611730962981 2.4350096065318203 0.27409539054497134 3.8493417301324371
leaf_count=154 443 48 85 39 14 12 23 85 33 7 146 444 122 126 199 329 256 34 16 553 55 39 35 156 27 134 4 27 23 366
internal_value=0.000165316 0.000234082 5.31254e-05 -0.000166918 -0.000109673 -0.000900945 0.000261623 -4.80887e-06 0.000192025 0.000320118 0.000653826 0.000123437 -0.000908188 -5.77427e-05 -0.000337575 0.000221242 -0.00120233 0.00103895 0.00104075 0.000217116 4.88759e-05 -0.000351945 -0.000118161 0.00017726 0.00050559 -0.00023051 -0.0010073 -6.59721e-05 6.26324e-05 0.000177483
internal_weight=138.446 85.8349 52.6111 25.5968 24.9174 2.91578 27.0142 22.0016 81.5815 25.8264 9.57704 16.2494 1.57076 21.3395 10.6536 10.6859 2.58718 5.66633 4.25338 79.3452 27.2397 6.60831 5.82594 20.6314 8.77985 3.51931 2.04881 11.8516 5.33992 5.06583
internal_count=4034 1670 2364 1503 1464 711 861 753 1606 776 203 573 129 739 325 414 699 57 64 1573 1020 518 479 502 319 292 138 183 424 401
is_linear=0
shrinkage=0.00196078


Tree=836
num_leaves=31
num_cat=0
split_feature=4 3 0 4 2 3 4 4 1 1 2 2 3 2 2 3 4 3 0 2 2 2 1 0 1 1 0 3 3 4
split_gain=0.0491616 0.189567 0.151231 0.0649471 0.110684 0.143477 0.0857274 0.234165 0.245017 0.530744 0.290867 0.47804 0.632604 0.258586 0.174453 0.152981 0.123128 0.181618 0.176132 0.125937 0.123173 0.33798 0.119719 0.298517 0.276092 0.257439 0.247493 0.266859 0.266832 0.393544
threshold=32.724174661450007 0.088555000000000023 92.805574663100018 34.654301448200009 -0.081874999999999989 0.094375000000000028 37.038444968100009 36.893814626400008 65.611820673600008 65.536543845950021 -0.041369999999999997 -0.092990000000000003 0.094175000000000023 -0.10946499999999999 0.04932000000000001 0.093160000000000034 37.828051409500013 0.10932000000000001 91.066142252700018 0.22598000000000004 0.27681500000000009 -0.046635000000000003 76.279622535200005 97.878695155250014 75.634392583900009 75.408562100950022 96.959242474650011 0.094175000000000023 0.088075000000000028 38.625745710700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 8 9 13 11 12 -10 15 -12 -5 17 18 -8 22 21 -20 24 -24 25 26 -18 28 29 -28
right_child=3 -3 -4 6 -6 -7 16 -9 10 -11 14 -13 -14 -15 -16 -17 19 -19 20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10190070790505051 -0.0020879477414781408 -0.081851703781202864 0.067095923491404738 -0.0083801192929975048 -0.010703048462495764 0.074711350310310759 0.049117007903950537 -0.064956016168322347 -0.11535596107960647 0.10388481147530348 0.030029513324211533 -0.12040984191603617 0.02668347299618928 -0.034460424849091557 -0.024349414414900555 0.10210421237016543 0.0013376681516144582 0.072642675419924987 -0.10817754833024579 -0.026949746714454832 0.030258074668607755 0.0053815183113815682 0.067139027693780398 0.006166489255520405 -0.043826275640382523 0.040992138954178498 0.025223492786369112 -0.081221479061396457 0.017569518194124386 -0.075304547594038374
leaf_weight=0.068342781420141274 0.42545049095861032 0.31332417751059438 0.2351381380180726 0.22850328060303593 0.6728621941183508 0.56805539364358992 0.82866649725474406 0.69443566318659566 0.44198176228610475 0.59749958664178837 1.3667151731933702 0.59344552954712537 1.0791071170265238 1.0761266618501386 1.0380206667523451 0.27754904888570309 84.215383382021173 0.55053400654196583 0.34426351158072144 1.6067183939408085 0.666446954011917 1.0979831266395188 0.89941116711997704 7.4886120578158852 1.4012298509987875 1.5741078635110159 0.60262086172588158 0.68137864692835126 1.5534037960460407 1.1007151831217923
leaf_count=68 42 55 75 46 56 28 39 30 58 6 16 40 40 24 37 6 1929 13 62 145 4 21 102 899 38 28 5 38 19 65
internal_value=0.000864116 -0.0272914 0.0290385 0.00101689 0.0206138 0.0418235 0.000725339 -0.00968127 -0.00395131 0.0235867 -0.0172331 -0.0442876 -0.0145888 -0.00673738 0.00655648 0.052216 0.00146082 0.0199337 0.0100547 0.000823668 -0.00529587 -0.021725 0.00127208 0.0127043 0.000219787 0.000907631 0.000191865 -0.0243108 -0.0124038 -0.0397389
internal_weight=114.288 0.616805 0.303481 113.671 1.66637 0.993506 112.005 7.39338 6.69895 2.17968 4.51927 2.11453 1.52109 1.58218 2.40474 0.506052 104.611 3.48789 2.93736 101.124 2.10869 1.44225 99.5169 8.38802 91.1288 89.7276 88.1535 3.93812 3.25674 1.70334
internal_count=4034 198 143 3836 126 70 3710 303 273 82 191 138 98 76 53 52 3407 139 126 3268 87 83 3123 1001 2122 2084 2056 127 89 70
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=0 1 0 3 2 3 2 1 1 2 2 2 2 2 4 4 4 2 2 4 2 1 1 1 0 2 4 0 2 3
split_gain=0.206006 0.710507 0.627276 0.434563 0.390071 0.695142 0.783798 1.14185 0.648137 0.635148 0.350963 0.543778 0.441366 0.674372 0.587387 0.551285 0.313837 0.30118 0.361957 0.711994 0.311796 0.378908 0.301101 0.28548 0.274957 0.73533 0.245238 0.686459 0.796259 0.723872
threshold=91.066142252700018 67.649671936450019 90.407470010750018 0.085235000000000019 -0.059424999999999999 0.083495000000000028 -0.091919999999999988 70.776348742200014 68.910558799650019 -0.054619999999999995 -0.088224999999999984 -0.08786999999999999 -0.079634999999999997 -0.075639999999999999 38.969453495950006 42.283941020600004 38.244973486750006 -0.011675 0.048475000000000011 36.79544512155001 0.066710000000000019 72.378669787950017 81.011308844800013 75.077881750900005 96.531777631850005 0.20167500000000002 41.975471476700008 86.329079026800017 -0.102645 0.087555000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 26 -2 5 -3 8 -8 -7 -6 -9 -12 15 -14 -15 -13 -5 23 19 -19 21 -20 -23 -11 25 -22 -1 28 -28 -30
right_child=1 4 -4 16 9 6 7 10 -10 17 11 12 13 14 -16 -17 -18 18 20 -21 24 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00024837074570158033 0.00032561598473554074 -0.00098882001831848785 0.0010550654126694353 -0.00035431242892059996 0.0017817259687079321 0.0016880454131375042 -0.0017840221937947133 -0.0012083368522022699 0.0001929790176502475 0.00089019909863556309 0.0020797736877120727 -0.0021637643358419782 0.00097881559950740147 0.00037754324255311213 -0.0021693476785284264 0.00020997690845409514 -0.0022217038082037268 0.0019579610390095276 0.0012913732432683321 -0.0014642575954730776 -0.00193784338477837 -0.00063154259314996168 0.00087923959971004961 0.00014099258519464371 0.00013597758557744072 0.00037094168289136212 0.00024737807619543107 0.00026165811763818523 -0.0019764804576278151 -0.00042903173554708566
leaf_weight=55.729231847533811 0.63491686666384284 2.8284660058750459 3.2258902940084218 0.51907240785658348 1.026788430892341 1.2178214751184011 1.8725129204976818 0.86741862917824519 13.181226486154626 4.0009970307000939 0.50173073261976231 0.73681636620130964 2.2393672100333792 0.78497680030341255 0.6256169071966724 0.76847805335455632 1.0378273237438405 0.28591305962254665 1.7908550538122647 1.2807180655727277 0.94702358166978173 1.1142176020657646 0.93095246753182426 3.8245254801513511 8.9154816450609342 1.2054674042228724 4.4034972337831295 17.098430095749791 1.6090748003916813 4.1850453268925776
leaf_count=908 16 705 56 7 22 17 62 20 460 34 4 84 25 24 40 27 46 7 15 121 50 27 47 123 289 27 220 217 192 142
internal_value=0.000147584 5.1549e-05 0.000206751 -0.00104157 9.8576e-05 -7.19814e-05 4.17776e-05 -0.000434335 0.000319427 0.000271164 -4.69732e-05 0.000131105 -5.8547e-05 0.000309896 -0.000752036 -0.00095193 -0.00159911 0.000207326 5.68468e-05 -0.000839696 0.000151087 0.000632821 5.61589e-05 0.000524043 -1.58764e-05 -0.000644846 0.00017379 2.15214e-05 -0.000381118 -0.000858771
internal_weight=139.39 53.1392 86.2512 2.19182 50.9474 25.6244 22.796 8.39692 14.399 25.3229 6.5244 5.65699 5.15526 3.64996 1.41059 1.50529 1.5569 24.2962 16.4706 1.56663 14.904 3.83603 2.04517 7.82552 11.068 2.15249 83.0253 27.296 10.1976 5.79412
internal_count=4034 2299 1735 69 2230 1468 763 286 477 762 224 204 200 89 64 111 53 740 583 128 455 89 74 157 366 77 1679 771 554 334
is_linear=0
shrinkage=0.00196078


Tree=838
num_leaves=31
num_cat=0
split_feature=3 3 0 0 0 4 4 4 0 0 0 3 3 3 3 3 0 3 1 3 1 0 1 1 2 2 2 1 2 1
split_gain=0.0527732 0.0744759 0.0774254 0.393636 0.279883 0.202748 0.417689 0.406231 0.361482 0.324738 0.309466 0.349475 0.549853 0.633367 0.312459 0.280977 0.298413 0.202978 0.177707 0.176969 0.152166 0.179443 0.148908 0.136955 0.174005 0.133039 0.616607 0.785466 0.557065 0.450935
threshold=0.4381000000000001 0.41991500000000009 85.995710218650018 85.925810307250018 86.135510041400025 40.377444152000002 40.467253020850002 39.011793722550003 85.812895065800021 85.812895065800021 85.705356740550016 0.11243000000000002 0.10335500000000002 0.092260000000000023 0.10546000000000001 0.092075000000000032 85.624702996650015 0.09062000000000002 59.632689791450012 0.10546000000000001 57.576019321700009 75.462331263550013 61.93400995115001 61.853356207250009 0.19040000000000004 -0.06828999999999999 -0.058374999999999996 70.171445662850019 -0.075639999999999999 65.536543845950021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 7 -7 9 10 18 11 12 13 15 -12 16 17 -8 20 -10 21 -1 -9 -20 -25 28 27 -27 -6 -30
right_child=-2 -3 4 -5 25 6 8 22 19 -11 14 -13 -14 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.10083063204808185 -0.028780651087889533 0.015836234001684556 0.024470120218898134 -0.06212903323389854 3.9595394800274839e-05 0.098838028241856474 0.0030722241505285932 -0.025933002724922122 -0.060493418937097303 0.10353399351402325 0.044951402910763459 -0.10707100880795384 0.094356029921314755 -0.11079382147115335 -0.0059868404027360956 0.10108922976637658 -0.048161454603312587 0.091450657722629419 0.019580433231634501 -0.0073223360593469861 -0.10805439552939325 0.08855013101277609 -0.080577289751727982 -0.10574945242037322 -0.00072952019679716255 0.091746454523152984 0.0018001823443785704 -0.045970246088051489 -0.089134017949814487 -0.01355990590337895
leaf_weight=0.089637798375413413 0.59541004217316995 3.3153398194044703 5.1814515702426425 1.134164914721622 45.100771655151419 0.45466561469947819 3.3008235979323204 0.97261147660901759 1.2103440798819058 0.29380677454173554 3.3901282018050551 0.32379442561068561 0.55601684047724109 0.56002527072268993 1.8676179321482775 0.26729402574710537 1.168697614688426 0.28207711572758842 1.7505914108260188 1.2964542023837564 0.28968627763333643 0.11323938006535172 1.0234371445694703 0.22187543989639369 0.54602639377117157 1.6262277588248246 33.30119341459033 0.55565301636761422 1.2712667910382145 2.0834985009259981
leaf_count=63 31 34 57 29 1729 7 476 23 29 4 42 26 10 41 16 5 38 9 44 11 50 5 18 72 4 25 1005 53 22 56
internal_value=0.00091295 0.00106865 0.000624508 -0.0048205 0.00191446 -0.00156719 0.00448672 -0.0183301 0.00147066 0.0031838 0.00884468 -0.0058187 -0.000474727 -0.00992593 0.0268575 0.00132925 -0.00428259 0.0100301 -0.00660796 -0.0329946 -0.0615408 0.00487549 -0.0539509 0.00413572 -0.0310737 0.000522119 0.00517445 0.0566746 -0.00288469 -0.0421982
internal_weight=114.144 113.548 110.233 21.113 89.1201 19.9789 14.6779 5.30091 14.2233 3.30486 11.7165 6.45873 6.13493 5.57892 5.25775 5.01889 4.7516 3.5829 3.01106 2.5068 0.492563 0.202877 1.99605 2.51849 0.767902 83.9386 35.4831 2.18188 48.4555 3.35477
internal_count=4034 4003 3969 1022 2947 993 710 283 703 242 663 605 579 569 58 528 523 485 238 40 118 68 41 120 76 2890 1083 78 1807 78
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=1 2 1 3 3 1 1 1 2 3 2 2 4 3 3 2 2 2 4 4 4 4 3 1 2 1 1 3 3 4
split_gain=0.0437695 0.215362 0.191021 0.0709917 0.106508 0.112979 0.0557724 0.0647914 0.0508245 0.168767 1.35673 0.418246 0.611189 0.352841 0.352888 0.3204 0.636279 0.549039 0.416846 1.32389 0.441474 0.579266 0.263102 0.252293 0.231604 0.206196 0.347363 0.191746 0.179993 0.169446
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 0.086230000000000015 83.468559576050012 87.030766598900016 87.33187390945001 -0.037054999999999998 0.094725000000000018 -0.053159999999999992 -0.06483499999999999 40.098777110850008 0.094375000000000028 0.093735000000000027 -0.086139999999999994 -0.088224999999999984 -0.079634999999999997 36.620308449100001 40.241071441700008 42.141702038450013 43.487767439550005 0.093325000000000033 65.907551067950024 -0.14429 62.111448187750007 65.084882880000023 0.10220000000000003 0.10433500000000002 40.377444152000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 -3 -8 9 13 11 15 -13 14 22 16 18 28 23 27 25 24 -1 -11 -22 -21 -27 -20 -17 -19
right_child=1 6 -4 -5 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 17 -18 29 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010862447651783795 -0.10162808285516128 -0.10304690252801695 -0.10335220979952951 -0.033428725105886382 0.093489941671220045 0.080785480334922 0.093726320563753157 -0.1003401583492854 0.0044591571020253431 0.07602334729789087 -0.11921444272931299 0.093675310728150996 -0.0059453560702238048 0.044874389880586452 -0.072439436919011585 -0.047370293109528921 0.076083912707064452 -0.0017244558750020213 -0.054880785742604223 0.004255169802461752 -0.029831080906223707 0.037103483433438195 0.051450374232321849 0.004406114177714515 -0.11979297016368198 0.078879257078043774 0.00062415026028515125 -0.11446611988905582 -0.12957267810908399 -0.043355756305471338
leaf_weight=53.75416954010052 0.07087271493105618 0.28042431478752305 0.11313743995518166 0.10533002446754836 0.2819971143908333 0.065179063823961769 0.034665988774577272 0.034151817313272659 31.02570375061805 0.91697288700380042 1.0370603054179799 1.0659416064736462 1.4585153578518655 1.9130761050619174 0.64331153110833739 0.49997303145937599 1.051561903906985 3.8088161330961148 1.1754107469751027 5.012185631436294 0.4990375192137434 0.63680227971053671 1.0576541556220025 1.0610938285681184 0.67089962342288334 1.159106392413378 1.1108370462970922 0.99914821586571623 0.57010739012912381 1.3152846336015498
leaf_count=1650 85 155 398 17 14 4 5 282 863 28 26 19 32 16 22 25 17 52 31 36 20 26 19 24 25 21 43 38 16 25
internal_value=0.000831195 -0.0201488 0.0144736 0.0399437 0.0584304 -0.0142382 -0.0832504 -0.00258194 0.00101512 -0.000297303 -0.00732925 -0.00228696 0.0361191 0.00265049 0.00119386 -0.00701939 0.00121315 -0.0260159 -0.00473264 -0.012168 0.00460147 -0.0396451 0.00205808 0.0376057 -0.0814197 0.0155793 0.0405837 -0.0822586 -0.0911653 -0.0124106
internal_weight=113.428 0.985758 0.636516 0.523379 0.418049 0.136052 0.349242 0.0688178 112.443 81.417 24.0488 23.0117 2.52446 57.3682 55.4551 20.4872 14.2931 6.19418 13.2415 11.2634 9.08887 1.80674 54.8118 1.97807 1.16994 7.28213 2.26994 2.17456 1.07008 5.1241
internal_count=4034 960 518 120 103 89 442 287 3074 2211 504 478 51 1707 1691 427 309 118 292 240 171 71 1669 52 45 100 64 69 41 77
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=4 3 0 3 3 0 4 4 2 4 1 0 0 0 4 0 1 4 3 4 1 1 2 1 1 0 0 3 0 1
split_gain=0.0459085 0.176401 0.130936 0.0563398 0.283916 0.180206 0.0791935 0.064841 0.154717 0.244694 0.239516 0.250059 0.123341 0.148317 0.154737 0.10724 0.191713 0.31658 0.16849 0.0845146 0.276573 0.332122 0.158333 0.0800392 0.184717 0.176741 0.171799 0.363625 0.120752 0.46948
threshold=32.724174661450007 0.088555000000000023 92.805574663100018 -0.27628999999999998 -0.55648999999999993 76.451683855550016 40.040005255000004 47.927946529500012 -0.23375499999999999 48.457543166250012 70.332753150650021 95.808582394800013 78.14810093585001 67.04476885710001 35.782584506850007 79.532656873050016 61.622148808000013 37.52517992975001 0.093325000000000033 43.961868063600001 62.00390986255001 64.407391431150018 -0.62218499999999988 61.901748453550006 61.93400995115001 85.791387400750025 85.57631075030001 -0.23921499999999998 86.135510041400025 62.111448187750007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -6 12 -9 -10 -11 -12 13 -5 -15 -14 17 -17 -19 23 -21 -22 -23 -18 25 -25 27 -26 29 -28
right_child=3 -3 -4 7 6 -7 -8 8 9 10 11 -13 15 14 -16 16 19 18 -20 20 21 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=-0.10176165134745099 -0.026915149317788867 -0.081703573317532294 0.06325127713178047 0.086245163995314802 -0.034664588210988598 0.071400001237752572 -0.10783584144230376 0.061187216867905153 0.0801682472367264 -0.059443047787334558 0.091472800327769971 -0.10135356256497569 0.042860810553674626 0.060676740554458035 -0.10169369283076223 0.043060107633524913 0.013179876534618485 -0.11154764018625846 -0.031615326140600052 -0.11706050170511945 0.033522168183261779 0.056673009362574495 -0.10261414051593554 0.0066216800696528855 0.016076411427092506 -0.040129537106939811 0.0039719250669372833 -0.10287108938572515 0.00071490023897592648 0.058946707590229075
leaf_weight=0.060986450556810179 0.37837139073963044 0.29434625866724673 0.22733399863065529 0.068241884720918189 0.29594496049639818 0.36752593529354272 0.29571023255448381 0.60539018992494664 0.29458517316197586 0.65201037446968235 0.26533451570139732 0.090086378310274995 0.6098169885117376 0.07122496474039508 0.33355504375504097 0.39140969421714444 5.6957290053833267 0.41948999136366161 0.7101355439517647 0.25515863811597128 0.84207056208106201 0.075763844019092974 0.35388076800245483 1.3247903854062308 0.55780044198036194 2.0754616837948561 12.92265853093704 0.47659853010554687 79.868281847721391 1.7656763698905695
leaf_count=68 34 55 75 8 34 16 67 31 20 36 49 198 46 12 254 14 54 41 32 8 34 5 341 23 2 32 148 97 2148 52
internal_value=0.000749689 -0.0272472 0.0283472 0.000895258 -0.0195054 0.0215277 -0.0712357 0.0011417 0.0194197 -6.07564e-07 -0.023443 0.0425983 0.000821311 -0.0501313 -0.073123 0.00104377 0.000807066 -0.0344437 -0.0612984 0.00131188 -0.0220453 -0.00298131 -0.0745253 0.00165254 0.000989287 -0.0219145 0.00180399 -0.0387286 0.0022474 0.0105804
internal_weight=112.645 0.582667 0.28832 112.063 1.33755 0.745897 0.591655 110.725 1.90741 1.30202 1.00743 0.355421 108.818 0.473022 0.40478 108.345 107.735 1.52104 1.12963 106.214 1.52687 1.27172 0.429645 104.687 98.9913 3.40025 95.591 1.0344 94.5566 14.6883
internal_count=4034 198 143 3836 151 50 101 3685 334 303 283 247 3351 274 266 3077 3031 87 73 2944 388 380 346 2556 2502 55 2447 99 2348 200
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=0 3 3 2 1 2 0 0 3 4 0 2 1 1 1 0 4 2 4 2 1 1 0 0 4 0 3 2 1 2
split_gain=0.0432298 0.190066 0.136977 0.0777608 0.104344 0.0894596 0.0943752 0.0576128 0.122679 0.0478449 0.175619 0.433751 0.351662 0.341157 0.316895 0.4324 0.35352 0.329884 0.278053 0.214718 0.264577 0.273771 0.313437 0.243305 0.276837 0.212308 0.194142 0.182802 0.743929 0.631845
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 -0.086139999999999994 79.40629934090002 -0.085584999999999994 103.33357670195001 102.31465107045001 0.092650000000000024 42.141702038450013 86.329079026800017 -0.097294999999999993 62.132955852800002 62.272755675600003 61.987779113750001 85.764502819450016 42.686561923500008 -0.076484999999999984 42.940640897800002 -0.11347 64.02831883475001 67.649671936450019 94.300357383600002 97.39208423365001 48.96897326980001 97.674372337300014 0.098105000000000026 -0.08786999999999999 71.504920895500007 -0.083064999999999986
decision_type=2 2 2 2 2 2 2 2 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 -6 -7 9 -9 -1 11 26 -12 -14 16 17 -13 -16 -18 20 -15 -22 -23 24 -24 -25 -11 28 -21 -29
right_child=1 -3 -4 4 5 6 -8 8 -10 10 12 14 13 19 15 -17 18 -19 -20 27 21 22 23 25 -26 -27 -28 29 -30 -31
leaf_value=0.0018665284897180741 -0.10112810811863544 -0.10336961150708823 0.078620193746314793 0.096902711784374623 0.10143737947764525 -0.0092463835116379355 -0.10308495623123669 0.062530977776272242 -0.0025379667887140307 0.010541741111205158 0.020946835622536148 -0.10700392882581605 -0.054790723755650118 0.10275205422484929 -0.10201921190305696 -0.10800511451391842 0.082653272485650769 0.05844835934308254 -0.051807099281796033 -0.092202498583973863 -0.050627514308975177 0.082721287787775488 -0.10698036636199804 0.097646377351108191 0.068955298727010492 -0.018162471666220658 -0.057550255661127828 0.068825241778691607 0.013227692836676559 -0.0121976266029499
leaf_weight=81.529811183992024 0.097086551351878714 0.2150330865899831 0.18234649779697065 0.087078434822614237 0.056007874666647695 0.47036821395158768 0.1388019651982404 0.4703564180235833 0.7545964828459546 3.7749795703921336 6.5061951922252801 0.23343545889293027 1.3543865419924248 0.36123812012374701 0.20279997694888152 1.1773546005133537 0.44052428190843784 0.34785501856458712 0.23628429629934544 1.1468925331137145 0.55361251113208743 0.68839898598798743 0.33095564919494769 0.29959244234487414 0.1225561852552346 0.33565816972259199 0.47096196701750148 1.1202839259058235 1.6070889744441954 6.8332781964477309
leaf_count=1732 395 217 20 8 4 2 314 37 10 225 116 34 10 10 53 61 17 38 85 65 21 73 101 7 16 103 16 16 30 198
internal_value=0.000672073 -0.0178453 -1.96117e-05 -0.0169029 -0.00603274 -0.019508 -0.0306279 0.000880244 0.0224472 0.000639363 -0.00291555 -0.0167974 0.00157949 -0.00696112 -0.048641 -0.0737949 -0.000888709 -0.000650024 0.0357111 -0.00212665 0.0231195 0.0107776 0.0299062 -0.00348756 -0.0594358 0.0364545 0.00298894 -0.00847386 -0.0306786 -0.000785304
internal_weight=112.146 1.24672 1.03169 0.849343 0.752256 0.665178 0.60917 110.899 1.22495 109.674 28.1443 6.8842 21.2601 14.7539 2.63825 1.72801 0.910244 0.550655 0.676809 13.3996 2.69201 2.33077 1.77716 1.08876 0.453512 0.635251 4.24594 10.7075 2.75398 7.95356
internal_count=4034 960 743 723 328 320 316 3074 47 3027 1295 529 766 650 288 152 136 91 102 640 331 321 300 227 117 110 241 309 95 214
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=2 0 3 1 1 4 4 3 1 1 1 2 2 2 4 4 0 2 3 2 4 3 4 1 2 2 0 2 3 3
split_gain=0.157041 0.506498 0.936876 0.744725 0.849422 0.467572 0.425263 0.419906 0.933638 0.589059 0.605645 0.628551 0.405185 0.384278 0.705829 0.322781 0.438381 0.760595 0.69804 0.581411 0.404562 0.403766 0.356213 0.299011 0.29254 0.607836 1.27829 0.40686 0.350587 0.327045
threshold=-0.06828999999999999 86.329079026800017 0.10507500000000002 63.705703859100005 65.29995953045001 42.622319549950006 39.861052345600008 0.094175000000000023 62.020040611300011 61.987779113750001 61.950140699950005 -0.054619999999999995 -0.037054999999999998 -0.072524999999999992 39.337369931850013 39.577821550850011 90.407470010750018 -0.091639999999999985 0.088435000000000027 -0.12546499999999997 38.121007182500009 0.078005000000000019 38.334060527150008 83.116371560950014 -0.079634999999999997 -0.083424999999999985 86.89903215050002 -0.077085000000000001 0.085335000000000022 0.083365000000000022
decision_type=2 2 2 2 2 2 2 2 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 7 5 -5 12 -4 8 9 10 11 -2 -3 15 -15 16 20 18 -18 23 21 -1 -21 -20 25 29 -27 -26 -28 -17
right_child=1 3 6 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 24 17 -19 19 22 -22 -23 -24 -25 27 26 28 -29 -30 -31
leaf_value=-0.0011075306946991218 -0.0026624267806068954 0.0016380417230128052 -0.0001081504430808976 -0.0017695407959367193 0.00020669298967502975 -5.2644950360035289e-05 -0.0022610132592144777 0.0005149852980384234 -0.0020950885583316575 0.0010804310164768988 -0.0022720166582956996 0.00040372889929286078 0.00069476656855446846 0.00059856079053463216 -0.001610815797789769 -0.0001391289820185819 -0.0015539254560222591 -0.0018947466969622846 -0.001561639369264367 0.00012402147732582184 -0.00059658124575479 0.00061589925553337142 0.0015488984517672828 0.0006334499032886404 0.0010287386008207458 0.00013020747758932548 -0.00048841769837965824 0.00015449587604727231 -0.0022087192997242034 0.0002690858588095446
leaf_weight=0.58483621542108988 0.29538142308592696 2.2853028587996951 0.52814412862062354 0.86097524594515817 29.051182695742227 2.3870013356208792 1.0623243222071321 4.5164348280668491 0.91935252948314872 1.4869678756222127 0.55901688453741361 1.9806084394222123 7.4856303674168876 0.93871075368951951 1.3633309456799905 9.3897498607789114 1.1562852716733685 1.2761482874243482 0.88577120275294852 1.8408200466055862 2.0033406732109142 4.9144269300013548 1.0647020129981681 0.32653905999359267 3.3818526791183103 4.8241734598414103 0.65401948962608036 5.1837349176057597 1.500164965576914 38.417455970076844
leaf_count=142 4 24 8 25 917 21 46 63 54 12 15 172 87 22 32 836 176 96 60 56 40 90 11 37 93 58 18 50 81 688
internal_value=0.000134704 0.000216968 -0.00015065 0.000316131 0.00014981 0.000725331 -0.00154612 7.68046e-05 -0.000300774 8.09047e-05 -0.000443349 5.79856e-06 0.000915387 7.95716e-05 -0.000709891 0.000103051 -0.000165791 -0.000536429 -0.000207764 0.000170237 0.0001578 0.000432616 0.000646155 -0.000970386 0.000162687 0.000110001 -0.000430579 0.000499663 -0.00168643 0.000188909
internal_weight=133.124 53.4183 11.3482 42.0701 29.9122 12.1579 1.59047 9.75776 5.24133 4.32197 2.83501 2.27599 9.77093 79.7061 2.30204 77.404 14.0529 6.55027 5.27412 4.11783 7.5026 5.49926 2.90552 1.21231 63.3512 54.7856 6.97836 8.56559 2.15418 47.8072
internal_count=4034 1448 374 1074 942 132 54 320 257 203 191 176 111 2586 54 2532 708 436 340 164 272 232 67 97 1824 1681 157 143 99 1524
is_linear=0
shrinkage=0.00196078


Tree=843
num_leaves=31
num_cat=0
split_feature=2 0 3 2 1 3 1 1 2 1 3 1 3 4 2 2 3 3 2 4 4 0 2 1 3 2 2 3 0 1
split_gain=0.042102 0.217664 0.689542 0.441113 0.385967 0.380639 0.57385 0.461632 0.41526 0.415965 0.287114 0.276426 0.264773 0.216303 0.186591 0.243475 0.241951 0.472419 0.23132 0.902323 0.676235 0.826625 0.356043 0.387887 0.411637 0.661113 0.306077 0.210748 0.344054 0.221623
threshold=-0.06483499999999999 86.329079026800017 0.10507500000000002 -0.055334999999999995 67.192634054300015 0.093325000000000033 62.020040611300011 61.987779113750001 -0.037054999999999998 61.950140699950005 0.091375000000000026 61.622148808000013 0.11922500000000003 40.984321400500008 -0.075639999999999999 -0.079634999999999997 -0.14860999999999999 0.089305000000000023 -0.085584999999999994 41.806790701050012 40.890797847750008 91.937202686950016 -0.083424999999999985 61.998532946250002 0.083495000000000028 -0.083064999999999986 -0.087234999999999993 0.087715000000000029 87.638358136350021 74.739136026450012
decision_type=2 2 2 2 2 2 2 2 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 -3 6 7 8 -2 11 -6 -10 -4 -7 15 18 -16 -18 26 20 21 -20 -21 -24 -25 -26 -1 28 -17 -29
right_child=1 3 12 -5 10 13 -8 -9 9 -11 -12 -13 -14 -15 16 27 17 -19 19 22 -22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=0.00028105020710782858 -0.076735405554937394 0.1024322785303594 -0.11606640140801708 0.0040034246058618488 -0.04089445669992392 0.051021608603877958 -0.10611697748515891 0.045665336115492519 -0.018464839247919744 -0.11327919427511482 0.061371862434553816 0.098231637402368358 -0.026286625008728023 0.0030771427566031132 0.021546692635442424 0.08439937309075278 -0.082517269667164189 -0.011071799145030526 0.036285516564380865 0.05297725366741636 -0.12050958415049645 -0.11410108630692327 0.023549499312431915 0.038694641275965481 0.01016427451106848 -0.11353758867441976 0.040560417550349261 -0.025169550064707787 -0.0040858622513067983 0.032358387580510732
leaf_weight=45.670776963427834 1.0474175242707138 0.87138484232127567 0.75391763217339736 32.458021385505845 0.51731346010274115 1.6130397124215963 0.66086250404987357 1.1915937982266767 0.3737878308875211 0.20863251516129822 0.58495407918235287 0.44421309855533764 0.58211573376320302 2.2585408481681952 1.4294007549742671 1.1119109981227655 1.131579654035703 5.0820202145282565 0.97506132442504012 1.2802749284346644 1.1762445953791028 0.58466380714060051 2.1756131830625236 0.56903887334101488 0.77062877215939796 0.98331967529611564 1.9678215184858405 1.2560060928808527 0.72656166475917405 1.434494573235497
leaf_count=2055 12 20 31 978 37 29 50 12 150 10 16 12 23 41 13 75 43 78 11 29 33 51 18 23 6 71 42 33 21 11
internal_value=0.000724624 0.00315387 -0.0105697 0.00679449 0.0526954 0.000802972 -0.0211353 -0.00393777 -0.032436 0.0127603 0.0133765 0.0449069 -0.0769489 0.0230525 -0.000824318 0.0010303 -0.0155493 -0.024083 -0.0007686 -0.0159499 -0.0632605 -0.020087 0.006449 -0.00679267 -0.0352099 -0.059187 0.00194488 0.0233344 0.0494301 0.00550263
internal_weight=111.891 43.5658 9.13412 34.4317 1.97365 7.79809 3.92651 3.26564 2.07405 1.02663 1.10227 0.818001 1.33603 3.87158 68.3254 60.6824 7.643 6.2136 56.1534 8.51485 2.73597 1.55973 5.77888 4.4986 2.32299 1.75395 47.6386 4.52897 1.83847 2.6905
internal_count=4034 1421 370 1051 73 316 246 196 184 172 53 162 54 70 2613 2479 134 121 2339 242 95 62 147 118 100 77 2097 140 96 44
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=4 4 1 1 0 0 1 0 0 0 3 4 3 0 4 3 0 2 2 3 3 2 0 0 4 4 4 2 0 4
split_gain=0.0452837 0.202749 0.16057 0.470698 0.34794 0.180794 0.259467 0.12289 0.160879 0.149525 0.117771 0.258871 0.147055 0.235706 0.11204 0.173378 0.151646 0.109252 0.213401 0.120279 0.300812 0.100199 0.133276 0.117093 0.202946 0.0926182 0.410025 0.313238 0.366149 0.139624
threshold=37.038444968100009 36.893814626400008 65.611820673600008 65.536543845950021 90.111739616350022 91.937202686950016 69.64719632740001 81.87699236280001 79.532656873050016 75.462331263550013 -0.09053499999999999 35.879804895950009 -0.094699999999999993 93.805681087600007 37.828051409500013 0.10932000000000001 91.066142252700018 0.22598000000000004 0.20167500000000002 -0.081689999999999999 0.09450500000000002 0.27681500000000009 94.985914206850012 97.521130223850008 37.52517992975001 38.748048509250005 38.478081868400004 -0.102645 91.066142252700018 38.244973486750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -4 -7 8 9 -1 12 -12 13 -8 15 16 -2 18 25 -19 -21 22 -18 -24 -25 26 27 28 -16 -29
right_child=14 -3 5 -5 -6 6 10 -9 -10 -11 11 -13 -14 -15 17 -17 21 19 -20 20 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-0.10057600341758588 0.046854557587425835 -0.059116886759853972 -0.039539388402306044 0.10334617665903967 -0.12528624016106765 0.033977531458726055 0.10166362390483673 0.023914326747285893 -0.10929864061219573 0.087099876061141349 -0.0095914171920243145 -0.089900870316856521 0.10448691861953677 -0.1063556356503596 0.01518217395495031 0.072042189165422182 -0.065710101477568741 0.030371232733686273 0.059807609099678687 -0.10494624312724272 -0.003548557898612489 0.027550795952547703 0.024931695132809201 0.057725851463592361 -0.11041102574070771 0.0014815754756599298 -0.068778029225096154 -0.005579753043408197 -0.11761808399419567 0.032471166725066829
leaf_weight=0.064298016691279325 0.78419549448881287 0.66794435107658578 1.6119226584560236 0.52591887116432179 0.20798766613006581 1.4640532266348598 0.09351092204451561 1.4855964471062177 0.17697608909838891 0.12494557561149122 2.0197875377496093 0.50091877696934251 0.16692802833858778 0.13047049896269414 0.3944204770377836 0.5243350096609446 0.4371512104989963 0.31312543946114613 0.61473290607682329 0.44790386393105885 0.84367445561656496 0.65165249258279789 0.65248038666322827 0.11243286174885725 0.19858606982325 90.409039810958632 1.029793229135066 1.9855605602933786 0.43836064485822135 1.8749520101337109
leaf_count=111 39 30 30 6 3 23 2 47 17 16 181 92 2 67 16 13 17 24 22 90 31 4 9 29 28 2936 42 50 28 29
internal_value=0.00065153 -0.00605073 -0.00191636 0.018909 -0.00264991 -0.0109097 -0.000363045 0.0111241 -0.0407606 0.0233345 -0.0176306 -0.0255506 0.0334404 -0.0195088 0.00126048 0.0192147 0.00944935 0.000646951 0.00107619 -0.0252319 -0.0387121 -0.00484337 -0.0199148 0.000863138 -0.0496298 0.000700626 -0.0116362 0.000901704 -0.0547214 0.0129006
internal_weight=110.954 9.24126 8.57331 2.58572 2.0598 5.98759 4.37567 1.85182 0.36622 0.189244 2.91162 2.52071 0.390909 0.223981 101.712 3.36083 2.8365 98.3516 96.7469 1.6047 1.29158 2.0523 1.40065 0.963499 0.311019 96.1321 5.72309 4.69329 0.832781 3.86051
internal_count=4034 627 597 200 194 397 367 191 144 127 344 273 71 69 3407 139 126 3268 3123 145 121 87 83 66 57 3101 165 123 44 79
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=2 0 1 1 3 4 2 2 4 3 4 4 3 1 4 0 2 3 2 2 2 0 2 4 3 2 0 3 4 3
split_gain=0.18422 0.618863 0.815045 0.827438 0.799295 0.519838 0.710856 0.490119 0.885466 0.428317 0.418554 0.367906 0.79857 0.461508 0.297044 0.410546 0.840917 0.813861 0.492865 0.387074 0.586129 1.14454 0.569765 0.366904 0.47276 0.419705 0.385818 0.343193 0.314857 0.312748
threshold=-0.06828999999999999 86.329079026800017 63.705703859100005 65.29995953045001 0.10507500000000002 42.622319549950006 -0.041369999999999997 -0.072524999999999992 39.337369931850013 -0.24947 40.098777110850008 40.984321400500008 0.094375000000000028 57.772276765200012 39.577821550850011 90.407470010750018 -0.091639999999999985 0.088435000000000027 -0.12546499999999997 -0.079634999999999997 -0.083424999999999985 86.89903215050002 -0.077085000000000001 38.121007182500009 0.078005000000000019 -0.10946499999999999 89.493394246350007 0.085335000000000022 38.334060527150008 0.091290000000000024
decision_type=2 2 2 2 2 2 2 2 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 5 -4 9 6 -3 14 -9 -2 -6 -11 13 -13 15 23 17 -17 -19 20 -16 -22 29 24 -1 -26 -27 -23 -20 -21
right_child=1 2 3 -5 10 -7 -8 8 -10 11 -12 12 -14 -15 19 16 -18 18 28 22 21 27 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0012499283621174087 -0.0017325334121169392 0.002063537353082867 -0.0016589105769710968 0.00018536944635223646 -0.000220173791577952 -7.6493441790511361e-05 0.0006825401510104378 0.00066480840620087775 -0.001792729030414693 0.00042103416738307824 -0.0022355428428678121 0.00091415236406439592 0.0002398552595967511 -0.0022399295694119814 0.00014260553418940381 -0.0016135395695342071 -0.0019551862326382366 -0.00088699308657531667 0.00014977403553653474 0.0014280952479390483 6.4224493760343701e-05 -0.00049484018608000305 9.4485246945046511e-05 -0.000583595623974035 0.0014132143537815966 0.0007555105875247613 -0.00054465187297513646 -0.0021903854733525074 0.0014712854504713739 3.8919303584035418e-05
leaf_weight=0.61545495511199799 0.51907769659737724 1.7357916831970204 0.96626060083508747 29.170568796454972 0.64251368492841621 2.5014222338795653 8.2158784968778473 0.92372323359450037 1.4461592500920231 5.5344007273670268 1.0334200322977265 0.21691885943073463 2.6312214642384788 1.0033293574160778 49.0333524689106 1.206207905660335 1.3031674429671509 1.1256843989631304 1.88457636490557 2.7577276165438893 4.8134365106234389 0.66766021477360515 5.1541375132510421 2.0957474900933448 1.5712242237095777 2.0453417039243509 1.5368373394012449 1.4683209178947434 1.096428566623217 0.80493978128652077
leaf_count=142 62 19 25 917 9 21 92 22 32 86 45 70 35 67 1524 176 96 97 56 86 58 18 50 40 46 30 14 81 11 7
internal_value=0.000102681 0.000191316 0.000300601 0.000126237 -0.000210592 0.000722567 0.000923417 4.38044e-05 -0.00083484 1.2998e-06 -0.0014629 9.7188e-05 -0.000368165 -0.00167924 7.01024e-05 -0.000183754 -0.000543715 -0.000197504 0.000218411 0.000126919 6.70741e-05 -0.000465857 0.000511267 0.000119061 0.000374327 0.000568307 0.000197711 -0.0016604 0.000635833 0.00111423
internal_weight=135.721 54.1708 42.5899 30.1368 11.5809 12.4531 9.95167 81.5501 2.36988 9.90495 1.67593 9.38587 3.85147 1.22025 79.1802 14.4807 6.61606 5.3129 4.10669 64.6996 55.9828 6.94942 8.7168 7.86461 5.76886 5.1534 3.58218 2.13598 2.981 3.56267
internal_count=4034 1448 1074 942 374 132 111 2586 54 320 54 258 172 137 2532 708 436 340 164 1824 1681 157 143 272 232 90 44 99 67 93
is_linear=0
shrinkage=0.00196078


Tree=846
num_leaves=31
num_cat=0
split_feature=2 0 3 1 1 4 2 3 3 2 0 2 3 2 1 3 4 1 3 1 0 4 3 1 2 0 3 1 1 1
split_gain=0.179493 0.459795 0.833316 0.644817 0.793252 0.605621 0.405836 0.446684 1.07755 0.42088 0.423648 0.410057 0.862158 0.579771 0.934157 0.386219 0.366809 0.59145 0.753637 0.523327 0.378273 0.358814 0.34513 0.484045 0.331229 0.292523 0.291182 0.683103 0.397846 0.430502
threshold=-0.06483499999999999 86.329079026800017 0.10507500000000002 63.705703859100005 65.29995953045001 42.388109226950007 -0.075639999999999999 -0.14860999999999999 0.082535000000000011 -0.079634999999999997 102.03236296680001 -0.08262499999999999 0.092260000000000023 -0.081354999999999997 61.907125369850007 -0.24947 40.984321400500008 61.987779113750001 0.10371000000000001 61.923256118600001 85.925810307250018 40.098777110850008 0.087715000000000029 74.739136026450012 0.0023400000000000005 87.638358136350021 0.083365000000000022 67.300172379550006 66.351146659450009 64.94239459915002
decision_type=2 2 2 2 2 2 2 2 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 15 5 -5 24 9 -8 -9 10 11 26 13 14 -13 -2 -17 19 20 -18 -19 -4 25 -24 -3 -11 27 28 29 -1
right_child=1 3 21 4 -6 -7 7 8 -10 22 -12 12 -14 -15 -16 16 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.4636056953465117e-05 -0.0016142204898422191 0.0012768539707334577 -0.00030320292764240492 -0.0016780779425079899 0.00022319584680245781 3.1996846308039961e-05 0.0006263090130637464 -0.0023918793599246777 -0.00021687808366185204 0.001702263489672514 -0.0013389636149270898 0.00076993536174078633 -0.0021072294734650163 0.00048922493916772104 -0.0021740259364475636 0.00049884108269289418 0.00027663438724501778 0.00031601539389713193 0.0018174084428898235 -0.0023135841188014401 -0.0017440538295347935 -0.002191225360432121 -0.00056023069851354735 0.00095139381308118813 0.00044765438669935924 0.00028924697809537396 0.0002146966735259871 -0.0011876489679626017 0.0016835711400911093 -0.0016197729500583304
leaf_weight=8.8255650183091223 0.48338972733472374 5.5131124779582006 0.64724752120673545 0.86879210174083965 29.197639498377157 3.5643209805712095 1.5894577357194064 1.0181032769360152 6.2629722731444417 1.5718958736397319 0.79335176439133093 0.70641577523201693 0.95224147850240104 2.831231053627568 1.0024504428729413 5.5346774987410736 0.473003394334228 0.80235428517335117 0.80451481044292439 0.81938700447790325 0.59817151259630919 0.96250902928295545 1.5738131077960136 1.6879284443275535 2.7891269912943244 0.87785809061824682 49.41943049935071 1.9511911387635326 0.56192508433014232 0.60150696954224336
leaf_count=423 62 75 9 25 897 26 13 29 92 75 649 6 30 25 48 85 94 38 6 21 10 45 33 11 28 21 842 273 16 27
internal_value=0.000138081 0.000226992 -0.000127379 0.000321011 0.000168257 0.000708044 8.07091e-05 -0.000315425 -0.000521006 0.000128611 8.54546e-05 0.000102359 -0.000410925 -5.5142e-05 -0.000957043 9.33425e-05 0.00018473 -0.000312351 0.000304958 -0.00136559 -0.00056385 -0.00143209 0.000639742 0.000222024 0.000998285 0.00119592 0.000148303 -0.000126495 8.07842e-05 -1.47541e-05
internal_weight=135.286 53.0582 11.1253 41.933 30.0664 11.8666 82.2273 8.87053 7.28108 73.3568 67.6453 66.852 5.49234 4.5401 1.70887 9.5155 9.03211 3.49743 2.20504 1.29239 1.40053 1.60976 5.7115 3.26174 8.30224 2.44975 61.3596 11.9402 9.989 9.42707
internal_count=4034 1421 370 1051 922 129 2613 134 121 2479 2339 1690 109 79 54 316 254 169 54 115 48 54 140 44 103 96 1581 739 466 450
is_linear=0
shrinkage=0.00196078


Tree=847
num_leaves=31
num_cat=0
split_feature=4 3 0 4 4 4 1 0 3 4 4 4 1 4 3 0 2 1 3 1 0 1 0 3 3 4 2 2 3 3
split_gain=0.0488721 0.150815 0.116487 0.0585389 0.101829 0.072863 0.200839 0.237203 0.345233 0.46101 0.168239 0.124396 0.243961 0.096535 0.148997 0.126793 0.0931303 0.109994 0.263362 0.224503 0.218134 0.21581 0.235456 0.215505 0.203763 0.296802 0.333819 0.202827 0.15734 0.341011
threshold=32.724174661450007 0.088555000000000023 92.805574663100018 34.654301448200009 33.96174662340001 37.038444968100009 69.64719632740001 93.399723909900004 0.09062000000000002 36.242939472700009 36.79544512155001 36.491284729650012 71.246828915000023 37.828051409500013 0.10932000000000001 91.066142252700018 0.22598000000000004 76.279622535200005 0.10608500000000003 75.634392583900009 97.878695155250014 75.408562100950022 96.959242474650011 0.094175000000000023 0.088075000000000028 38.625745710700009 -0.14138499999999998 -0.59502499999999992 0.087475000000000011 0.089850000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 -5 11 12 -8 14 15 -7 17 19 20 21 -19 22 -15 24 25 -24 -27 -20 -22 -30
right_child=3 -3 -4 5 -6 13 10 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 18 27 -21 28 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10168725043398215 -0.006976641240132489 -0.079782964411733992 0.059380500134723728 -0.0047280790533078907 0.043788007988567086 0.043477284907524651 -0.015107631370651574 0.047771319413767499 0.017225706940823347 -0.11864382916988786 -0.1076787450116086 0.03571813325006333 -0.10894090863784045 0.001246480523589799 0.068072799184009866 -0.0041087536278616018 -0.023335493116265454 0.06318317260741943 0.033869634889172835 -0.039807356063128727 -0.0050009392630348398 0.038015454334277859 0.020096764620516704 -0.077596654849687641 0.013013697474261794 -0.012178687202298248 -0.1226955675416672 -0.11127920097010331 0.076586690425381632 0.0065086776778008242
leaf_weight=0.057105531892374439 0.74315887181364704 0.28312864655549674 0.21010490063434872 1.0209637589396146 0.84377956926164188 0.7755284848390146 1.3849628617754213 0.93393817916512478 2.1729600802063942 0.54484119029075362 0.26922969545557851 0.30153261232840112 0.34637807447097646 82.264485581727058 0.50656268853299469 2.0141645184914978 1.5754068560895564 0.88512696694669823 0.14359044640877983 1.3842628967759072 3.3750959676209504 1.5294733107220952 0.58164121233858157 0.63009087639511552 1.512467142078094 0.53804749539267527 0.5554640800801276 0.29213893169435312 0.94584940518461769 2.611950004400569
leaf_count=68 61 55 75 42 65 39 17 9 35 42 20 38 100 1929 13 87 145 102 13 38 556 28 5 38 19 32 33 46 121 163
internal_value=0.00079921 -0.0289269 0.0249587 0.000947014 0.0200151 0.000669646 -0.00921909 0.00269159 -0.00856927 -0.0443665 -0.0333948 -0.0235568 -0.0338802 0.00134504 0.0181798 0.00912006 0.000783525 0.00117424 0.0122176 0.000150053 0.0164346 0.000781379 0.00011982 -0.0241576 -0.0135944 -0.0376184 -0.0683172 -0.0634468 0.0104662 0.0251391
internal_weight=111.233 0.550339 0.26721 110.683 1.58694 109.096 6.97481 4.6727 3.73877 1.5658 2.3021 2.03287 1.73134 102.121 3.29626 2.78969 98.8251 97.2497 8.25375 88.9959 7.81802 87.6117 86.0822 3.81771 3.18762 1.67515 1.09351 0.435729 6.9329 3.5578
internal_count=4034 198 143 3836 126 3710 303 128 119 84 175 155 117 3407 139 126 3268 3123 1001 2122 942 2084 2056 127 89 70 65 59 840 284
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=0 0 3 4 2 1 4 3 0 3 1 0 0 4 0 4 1 0 3 0 1 1 1 0 4 4 3 3 1 0
split_gain=0.189339 0.310925 0.290044 0.23849 0.219017 0.233201 0.280369 0.180994 0.181862 0.163107 0.456534 0.30134 0.19074 0.632168 0.94617 0.478419 0.395023 0.358438 0.284836 0.741728 0.52604 0.843416 0.837781 0.392196 0.384026 1.02409 1.93967 0.66937 0.660627 0.430996
threshold=85.667718326750006 85.624702996650015 0.11334500000000002 39.952536079750011 -0.58994000000000002 62.052302108850007 50.205949521800008 -0.27343499999999998 87.350693116400024 0.41214500000000009 62.079186690200011 87.818484831100008 85.995710218650018 40.340071172300007 85.812895065800021 42.006870117350005 62.079186690200011 86.135510041400025 0.088145000000000015 86.565663342300013 62.041548276350007 62.084563606450011 61.993156030000002 86.256490657300006 43.157831852650006 41.481306584950012 0.09914000000000002 0.090390000000000012 64.665483411650015 93.692765846100016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7 8 -2 12 -11 -12 13 -9 15 -15 -17 -14 20 -20 22 -22 -19 -23 25 28 -27 -26 -21 -30
right_child=7 -3 3 -5 5 6 -8 9 -10 10 11 -13 17 14 -16 16 -18 18 19 24 21 23 -24 -25 27 26 -28 -29 29 -31
leaf_value=0.0015564260922207379 -4.6343306635178224e-06 -0.0021526490671189692 -2.7635059258544644e-05 -0.0021064740659722295 1.8387042303036151e-05 -0.0020059432344455464 0.0020151769346458651 -0.0010285384208277809 -0.001540636136878525 0.0011604152527585096 -0.00073813477384631428 0.0004823751582311967 0.00061350996150724582 0.00074317663737217383 -0.00065583375384587492 -0.0013901065766231829 0.00032552226152868631 -7.7016103303077988e-05 -0.000572435268159503 0.00081507462409934647 -0.0012194192988468561 0.0020708059041446669 0.0013271972362476172 0.00018290810504465699 -0.0010150619129012321 -0.0013812426322435387 0.00046281920494676914 0.0011175409392417601 -0.00032822409889618742 0.00023974303454324855
leaf_weight=0.33867755741812189 0.73782071843743213 0.28521256084786806 0.38308459846302945 0.47556296596303582 10.259022918025941 0.41510639135594907 0.079418912529945374 2.323262019082903 0.49530831703532385 2.1782251112163058 1.2848008973523977 1.9706519691608262 5.9943384220823637 6.2520874030888063 4.3868895950727156 0.82746533863246474 1.3707320042885838 2.8150878455489865 7.0475054141134015 5.866574743762615 1.669514838606118 0.42767474055290122 3.8918525595217943 39.240716837369632 0.69690558675210867 4.7722275377309398 4.0575722749599663 3.0091513349216257 7.0273519470938508 19.092972160343834
leaf_count=5 7 16 16 28 626 150 1 28 87 13 12 55 57 35 61 25 31 25 65 62 32 3 38 1553 80 139 59 73 106 546
internal_value=0.000103594 -0.000129387 -8.11007e-05 -0.001179 3.88768e-06 -4.50087e-05 -0.00136017 0.000125964 -0.000621597 0.000133268 0.000465593 6.87258e-07 0.000118316 -8.73517e-05 8.29835e-05 0.000466534 -0.00032029 0.000147841 0.000119819 1.8617e-05 0.000228447 0.000145804 0.00073781 0.000203262 0.000112175 5.73019e-05 -0.000533838 0.000716516 0.000220483 8.69385e-05
internal_weight=139.673 12.2361 11.9509 0.858648 11.0922 10.7535 0.494525 127.437 1.23313 126.204 5.43368 3.25545 120.77 15.1604 12.8372 8.45028 2.1982 105.609 99.6151 51.5703 48.0448 41.3379 6.70694 39.6684 44.5228 40.8167 8.8298 3.70606 31.9869 26.1203
internal_count=4034 842 826 44 782 777 151 3192 94 3098 80 67 3018 180 152 91 56 2838 2781 1130 1651 1588 63 1556 1065 912 198 153 714 652
is_linear=0
shrinkage=0.00196078


Tree=849
num_leaves=31
num_cat=0
split_feature=4 0 2 0 4 1 4 2 2 0 1 0 0 4 2 2 1 2 2 0 0 4 4 2 3 3 0 3 3 3
split_gain=0.163627 0.386649 0.69997 0.524946 0.638944 0.506641 0.457703 0.442578 0.71945 0.642276 0.463715 0.354897 0.317798 0.316163 0.283949 0.624955 1.02903 0.669246 0.610453 0.522375 0.286341 0.318812 0.331004 0.279091 0.347035 0.667458 0.310483 0.270918 0.249487 0.238064
threshold=42.094663496250007 86.329079026800017 -0.097294999999999993 86.83719761350001 43.218894539100006 62.036171360100006 42.233786329550007 -0.086719999999999992 -0.08262499999999999 85.764502819450016 62.036171360100006 67.04476885710001 87.350693116400024 42.066503896600004 -0.11347 -0.08786999999999999 71.504920895500007 -0.083064999999999986 -0.079634999999999997 87.638358136350021 100.15850764985002 44.694409049600004 47.709122305950011 0.04932000000000001 0.10433500000000002 0.08729000000000002 89.953120586650016 0.098105000000000026 0.11922500000000003 0.07745500000000001
decision_type=2 2 2 2 2 2 2 2 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 27 4 5 -3 -5 -4 -9 10 11 -10 -8 -1 20 16 -16 -17 -19 -20 21 -14 -23 24 25 26 -21 -2 -22 -28
right_child=1 3 7 6 -6 -7 12 8 9 -11 -12 -13 14 -15 15 17 -18 18 19 23 28 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00016519445884559484 0.00025490307953588716 0.0004099344015441749 -0.0021237942740631511 -0.0015900521651043295 -0.00044171874428324925 0.0016773395082734599 -0.00078508090437191152 0.0011768603798095643 0.0017767327319733078 -0.0021711217628741018 0.0015651608701335736 -0.0020505534254351768 0.0012608474695959767 0.0011405633235910372 -0.0018867066973232351 0.0014037571058201713 0.00024154260432991518 -0.0023075895348081245 0.001966170117187728 0.00084894405517174155 -0.0020229109370304057 -0.002045321453261504 0.00048901065567559759 0.00036884166402614761 0.00013734345463689435 -0.002164939035463069 -0.002691819085199412 -0.0011056904366704772 0.0019226958132836753 -1.2679695639728402e-05
leaf_weight=96.219403277662082 5.2051402280449111 2.6840537786483791 0.9651956872257873 0.67763570972602138 1.6089764926582573 2.2119905073195696 1.631347538903358 0.67534784518647972 0.12022480787709211 1.1070758923888204 0.4201102466431621 0.41361889312247513 2.0522172935307132 1.294907534320372 1.6039252893533587 1.5716527143595165 1.9179123181811517 0.41143204843592762 0.56206757761536863 0.74381411820649945 0.26383401176599353 0.24193367185216619 1.0945236274274064 4.7297154842658529 3.067445299893734 0.91234295987851499 0.2172680518829111 0.63084417395293702 0.080387003894429654 0.3086818919405232
leaf_count=2313 226 14 58 25 11 67 23 25 4 49 36 120 36 15 62 24 49 33 4 3 267 119 97 146 20 102 21 16 4 45
internal_value=0.000135561 2.66552e-05 -0.000315217 0.00014069 0.000630256 0.000982537 -3.48836e-06 -0.0009822 -0.000579528 -0.00115505 2.411e-05 -0.00118863 4.67259e-05 0.000178147 0.000115332 2.01809e-06 -0.000727711 0.000207216 3.55201e-05 0.000126972 0.000602423 0.000775505 3.02304e-05 2.33824e-05 -0.000287868 -0.000885598 3.36254e-05 0.000107829 -0.00110148 -0.00111942
internal_weight=135.645 38.1307 9.53756 28.5932 6.50502 4.89604 22.0881 3.70157 2.73638 2.06103 0.953954 0.533844 21.4105 97.5143 19.7792 16.0463 3.52184 12.5244 10.9528 10.5413 3.7329 3.38867 1.33646 9.97927 5.24955 2.18211 1.26976 5.83598 0.344221 0.52595
internal_count=4034 1706 534 1172 92 81 1080 292 234 209 160 124 1055 2328 1032 509 111 398 374 341 523 252 216 337 191 171 69 242 271 66
is_linear=0
shrinkage=0.00196078


Tree=850
num_leaves=31
num_cat=0
split_feature=0 3 3 1 3 0 2 4 1 0 0 4 4 1 2 4 0 2 4 4 4 3 2 2 2 0 3 1 4 0
split_gain=0.0452569 0.249674 0.377029 0.187604 0.43755 0.149588 0.127427 0.106305 0.0990924 0.586314 0.137349 0.123684 0.0747 0.320482 0.461963 0.550513 0.366486 0.343459 0.281296 0.259257 0.394056 0.317805 0.285417 0.556072 0.412741 0.352175 0.760097 0.654161 0.422381 0.34467
threshold=85.705356740550016 0.11531000000000002 0.10335500000000002 61.982402197500001 -0.16320999999999999 85.764502819450016 -0.59502499999999992 39.664548207900005 61.950140699950005 85.495657006400009 85.242941942100018 35.509685375550013 40.563919884450009 61.993156030000002 -0.08854999999999999 42.824128352900011 85.812895065800021 -0.037054999999999998 40.280372415600006 40.80591513400001 41.218101594450012 0.088145000000000015 -0.14831999999999998 -0.099639999999999992 -0.25073999999999996 90.767723400200012 0.09062000000000002 81.011308844800013 42.047301293400004 97.39208423365001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -2 -6 -3 9 10 11 -1 18 14 -14 17 -15 -16 -7 -18 -21 -22 24 -24 29 -25 28 -28 -27 -23
right_child=5 7 -4 4 6 12 -8 -9 -10 -11 -12 -13 13 16 15 -17 19 -19 -20 20 21 22 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.078958146925740005 0.02952513320861776 -0.020823674011069528 0.058274711922278503 0.014975406718902427 0.047176416396227508 0.00059419254860738565 -0.10590181342283622 -0.10574354036295711 0.025862794673364466 -0.1037962191765129 0.064588800358238982 0.00251336422269352 -0.062536594009933041 0.052648423362719812 -0.056687866894064499 0.040761607614297403 -0.025156754352927375 0.00062696361428463447 0.022672540794748976 0.027293335688340793 0.0068189172898940461 -0.073125091309285406 -0.084284405166616436 -0.0016958449088215418 0.077695312145471943 0.045949029177774436 -0.11899769053000241 0.0094307811876302265 -0.065040446369518515 0.029089414423737692
leaf_weight=0.19371540226620165 1.8779791803099204 0.26450699823908586 0.94970511479186903 0.72359987249910773 0.059001224115490913 34.616152553563694 0.69419029972777913 0.33299722360970918 1.123371258319821 0.56135797020397138 0.34525778802344564 4.8929931801922066 1.9298374596983192 1.3715385624673206 1.9455513074062758 1.7571182113606481 3.7149862391652269 2.2601486283820118 6.9252071107221118 5.5444689277182979 22.024557111794479 0.54545486485585593 1.1091865495509416 10.651794455654448 0.83709617101704026 1.127122176840204 1.3406906406162304 0.56322385628482141 0.49278969474289613 0.83478451825521915
leaf_count=74 30 14 26 27 2 1152 253 29 16 19 16 406 15 19 35 11 68 28 95 122 1092 21 35 127 34 12 87 21 106 42
internal_value=0.000927949 -0.00544183 -0.0015156 -0.00812329 -0.0405584 0.00156453 -0.0939104 -0.0681507 -0.00139265 -0.00650133 0.00355346 -0.000589288 0.00103729 -0.0012795 -0.0200103 -0.00624691 0.00166792 -0.0258868 0.00427479 0.00023469 0.00232758 -0.00117441 -0.0112331 -0.016097 0.022295 -0.0107616 -0.0381655 -0.0810054 0.0121852 -0.0113046
internal_weight=111.61 10.1407 9.54319 8.59349 1.47679 101.47 0.753192 0.597504 7.1167 5.99332 5.43197 5.08671 99.5917 58.0503 7.89266 5.96282 50.1577 4.2057 41.5414 48.7862 45.0712 39.5267 17.5021 15.2848 2.21734 14.1756 3.52383 1.90391 1.61991 1.38024
internal_count=4034 882 839 813 282 3152 255 43 531 515 496 480 3122 1875 89 74 1786 63 1247 1767 1699 1577 485 388 97 353 226 108 118 63
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=0 3 3 3 4 1 0 0 0 1 3 0 1 2 3 2 1 3 2 4 2 4 0 0 0 0 2 2 4 0
split_gain=0.167837 0.270576 0.390283 0.463667 0.325999 0.268386 0.81723 0.440821 0.701202 0.892663 0.533698 0.399395 0.397428 0.345085 0.556301 0.573892 0.922223 0.525875 0.421077 0.542092 0.500894 0.562021 0.400474 0.348233 0.388849 0.620206 0.327532 0.381799 0.664781 0.363848
threshold=85.705356740550016 0.11768500000000003 0.10184000000000003 0.094175000000000023 38.969453495950006 66.590419433100024 90.407470010750018 91.937202686950016 90.767723400200012 67.300172379550006 0.13377000000000003 90.767723400200012 65.687097501250022 -0.059424999999999999 0.083495000000000028 -0.08786999999999999 70.776348742200014 0.084565000000000015 -0.079634999999999997 42.283941020600004 -0.075639999999999999 39.337369931850013 93.953546284800012 94.114853772600014 94.300357383600002 94.773526014550015 -0.011675 0.048475000000000011 36.79544512155001 94.047642319350018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 12 8 9 -7 13 -8 -2 14 -9 17 -17 -16 19 -18 -20 -22 -19 -24 -25 -26 29 28 -28 -15
right_child=5 -3 4 -5 -6 7 11 10 -10 -11 -12 -13 -14 26 15 16 18 22 20 -21 21 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-6.2433115214968307e-05 0.00022582197321288397 -0.0012626956188652033 3.2314664576211088e-05 -0.0015314866140584936 0.0012680721977562329 0.0013234932457351616 0.0018654307185805769 -0.00092867646901644441 -0.0018371261978337263 -0.0018199418469020889 -0.0020476085282989673 0.00050656324205634092 -0.00072696824725799049 0.001444656065547322 0.0018780268108989486 -0.0017518990756098724 -0.0021831603425806405 0.0010008902997298266 0.00098677271085954063 0.00034069953188527278 0.0004913893522050948 -0.002122740988436332 -0.0013172350351441158 0.0017899473516667546 -0.0020854836423578643 0.00015303268139377557 0.0020259088793769552 0.00021793123478110107 -0.0014907543346735642 0.0004036363141512975
leaf_weight=7.7615017815351113 63.194953405065462 0.68960285693174306 1.8864640565589081 0.92439901847683348 1.4528314695635343 0.95413583191111617 1.6900551281869405 2.4541336402467087 1.1883106665627563 0.54613013430935098 0.43919686378285305 1.6371371056884525 1.7292079627513874 1.5979289375245587 0.73980367501644728 1.5530978767201311 0.66749433851145956 1.975315760122611 1.9937615049493618 0.6417761773300299 0.77572867540038737 0.53376711807140964 0.67734513245522876 0.51782079273834725 0.49856267840368573 10.447821208062122 0.25219697209286351 14.330582289295306 1.1448398907687076 6.7159529684431618
leaf_count=751 716 29 23 47 32 13 31 700 68 52 58 24 27 21 14 52 82 24 23 27 19 38 9 10 46 384 6 431 122 155
internal_value=0.00014587 -6.82498e-05 2.47496e-07 -0.000218777 0.000569957 0.000168768 0.000249017 6.06222e-05 -0.000711979 0.000179213 0.000103936 0.0011968 0.000200445 0.000123822 -4.52721e-05 5.78561e-05 -0.000445038 0.000266561 -5.00147e-06 -0.000946019 0.000367978 -0.000574163 0.000182111 4.89034e-05 0.00012962 5.10775e-05 0.000288942 0.000122545 -0.000855917 0.00060372
internal_weight=131.612 12.7148 12.0252 8.6859 3.3393 118.897 68.2514 50.6457 2.68858 1.50027 47.9571 3.32719 64.9242 47.5179 23.4764 21.0223 6.16563 14.8567 4.61253 1.30927 3.30326 1.3095 14.1169 12.1415 11.4642 10.9464 24.0415 15.7276 1.39704 8.31388
internal_count=4034 882 853 798 55 3152 798 2354 133 65 2221 55 743 2163 1428 728 241 487 189 109 80 57 473 449 440 430 735 559 128 176
is_linear=0
shrinkage=0.00196078


Tree=852
num_leaves=31
num_cat=0
split_feature=3 3 2 1 3 4 1 4 1 2 0 1 3 3 2 3 4 3 4 3 4 2 0 2 2 4 3 0 0 3
split_gain=0.0516458 0.194848 0.190558 0.344737 0.248511 0.217844 0.156715 0.404743 0.270569 0.229517 0.136301 0.114398 0.19197 0.283922 0.0862098 0.176878 0.0790582 0.075461 0.571721 0.280152 0.253168 0.239396 0.314053 0.28095 0.183359 0.191215 0.169335 0.228615 0.309294 0.218131
threshold=-0.23921499999999998 -0.10747999999999999 -0.23349 61.93938686740001 -0.65607499999999985 40.241071441700008 66.590419433100024 40.280372415600006 61.998532946250002 -0.22994499999999998 86.162394622750014 65.907551067950024 -0.26533499999999993 -0.27172999999999997 -0.2351 -0.55648999999999993 36.620308449100001 1.0000000180025095e-35 41.436838994450007 0.078905000000000017 38.903925214650009 -0.06483499999999999 86.420486603250012 -0.033799999999999997 -0.23369999999999999 42.456897412850005 0.079220000000000027 89.415428960600011 93.899777122150013 0.079605000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 4 5 -1 -4 8 -8 9 -2 -5 -12 13 16 15 -6 -13 18 20 21 -3 22 -19 -23 25 -20 27 -21 -29 -28
right_child=1 17 3 10 14 -7 7 -9 -10 -11 11 12 -14 -15 -16 -17 -18 19 24 26 -22 23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.094862978994776068 0.039413311927252538 -0.015600463687390702 -0.015420796115269614 -0.033948826253465368 0.027420825334069778 0.09556366774291622 0.065891646265102605 -0.11423268040819304 0.094184395626507766 -0.10726185685627315 0.0069818234487914535 0.011744757501357013 -0.10515569246182099 0.098357242966197578 -0.10614679074294731 -0.10926785458662758 -0.10512989174099684 0.068985504830563843 0.10315276731313193 -0.11772281880534388 0.038242192343445308 0.1011684479199244 -0.027038516464305884 0.02072133305942574 -0.11535604406516567 -0.10199519546668896 0.039445353715678276 0.10147411959523625 -0.049327298859416696 0.00036605797790107114
leaf_weight=0.10186739033815684 0.4040324641537153 2.3120069519045496 0.26088225467901693 1.6700440871754834 0.19722383260887 0.54910646858843393 0.28690299292793486 0.22071908047882971 0.70942323363851756 0.14496183723531331 3.5739229032769799 0.088373509133816142 0.26093837298037714 0.18278778218564184 0.3676262585340736 0.18205864868801314 0.1677174037495206 0.48797879740595851 0.089600257575511821 0.27686759503558178 1.4033549803934873 0.75938656635116775 1.1277267550867689 1.0135116815433765 0.60735036598998704 0.092174658475414617 1.4509743920513063 0.18290256848558784 0.53044983768631937 91.458313208912386
leaf_count=5 19 88 36 34 15 58 25 51 30 124 28 12 57 19 35 99 52 14 1 6 20 18 268 69 70 52 119 6 71 2533
internal_value=0.000958819 0.00154284 -0.00699644 -0.00138393 -0.0516556 0.0598176 0.0344744 -0.0124282 0.053394 0.000683762 -0.00972417 -0.000257934 -0.0372309 0.00315421 -0.0716386 -0.0381908 -0.064798 0.000971496 -0.011682 0.00155736 0.00473682 0.0298054 0.00196286 0.0551793 -0.0889851 -0.000873926 0.000537956 -0.0405964 -0.010662 0.000976364
internal_weight=111.161 103.559 7.60255 6.75377 0.848776 0.809989 1.76604 0.507622 1.25842 0.548994 5.94378 4.27374 0.699817 0.438879 0.746909 0.379282 0.256091 101.793 4.50449 97.2881 3.71536 3.3886 1.61571 1.7729 0.789125 0.181775 93.8995 0.99022 0.713352 92.9093
internal_count=4034 3584 450 296 154 94 249 76 173 143 202 168 140 83 149 114 64 3335 231 3104 108 369 282 87 123 53 2735 83 77 2652
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=4 0 2 0 4 1 1 0 3 2 2 1 1 0 4 4 2 2 3 2 1 3 0 0 0 3 4 1 1 1
split_gain=0.229437 0.437015 0.800354 0.458251 0.713789 0.526558 0.381642 0.493256 0.476853 0.445387 0.321027 0.299266 0.340679 0.675673 0.295243 0.427221 0.407314 0.81 0.81409 0.538161 0.308113 0.285617 0.259675 0.248066 0.227965 0.217157 0.477584 0.234332 0.216556 0.663326
threshold=42.141702038450013 86.329079026800017 -0.097294999999999993 86.83719761350001 43.218894539100006 62.036171360100006 61.987779113750001 85.764502819450016 0.087555000000000022 -0.076484999999999984 0.10957500000000002 62.00390986255001 62.020040611300011 87.350693116400024 42.283941020600004 42.488347682450005 -0.11347 -0.086719999999999992 0.08376500000000002 -0.084794999999999995 65.907551067950024 0.098105000000000026 94.203572890950014 97.39208423365001 90.407470010750018 0.085820000000000021 47.927946529500012 64.730006406800015 63.705703859100005 62.391047833300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 21 4 5 -3 8 9 10 -8 -4 -5 -13 -14 -15 22 20 18 -18 -19 -17 25 -16 -24 -22 26 27 -2 29 -1
right_child=1 3 6 11 -6 -7 7 -9 -10 -11 -12 12 13 14 15 16 17 19 -20 -21 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00025826926614310733 -0.0020958097274933179 0.00040912322622793255 -0.0021065563025721868 -0.0013192052202972814 -0.00042355851797524883 0.0018310022684606051 -0.002015507599677043 -0.002144601077604212 0.00088803333162269576 0.000944728156248033 0.0014235926488017118 0.0020775788821751615 -0.0013856026539376945 -0.0013367486290963365 0.0013408628497398112 0.002030970407401066 0.00026432635332689102 0.0020848355405363936 -0.0020040350625155487 5.485040373927434e-06 -0.0021155420716353068 -0.001031485078568992 -0.0002022078782494579 0.0011712107648442765 0.00049187141595768069 0.00073913842240952465 0.00038165016216197784 0.00078350474454899209 0.00012442873916474622 0.0013192782641331621
leaf_weight=47.03994031039656 0.53688019642504548 2.0397046543657806 0.51973191236902339 0.61111906543374317 1.6550211086869238 1.9669682122766969 0.3296636440791193 1.5725871445611117 0.72297563002211973 0.47982858515024418 0.1223579007491935 0.32088369131088512 1.2016086839139486 0.51449055492412554 1.651970800012353 0.50427582673729654 0.99234696145868051 0.50609321892261405 1.5717025901012673 8.789090922678481 0.13509942335076663 0.7130002500489353 1.3594943475909533 0.805012854762026 2.8167095951803276 2.3050881535746157 2.1303064879029989 0.13624920271104202 47.974130681158385 2.3800402526976532
leaf_count=727 134 12 97 11 11 65 53 61 30 38 9 2 20 34 11 10 31 3 73 328 16 16 24 33 477 25 54 12 1558 59
internal_value=0.00016833 3.69109e-05 -0.000323913 0.000162727 0.000659699 0.00110716 -0.00103074 -0.00150444 -0.000204115 -0.00026082 -0.00143384 3.35394e-05 7.25916e-05 4.17315e-05 0.00012903 0.000168448 2.21808e-05 -0.000150441 -0.00112613 0.000118699 0.000614516 0.000131051 0.00075541 0.000308587 0.000372534 0.000293307 -7.32726e-05 -0.001513 0.000218271 0.000309367
internal_weight=134.404 37.0103 9.56867 27.4416 5.66169 4.00667 3.74714 2.38208 1.36507 0.809492 0.64209 21.7799 21.1688 20.8479 19.6463 19.1318 15.3153 11.8592 2.56405 9.29518 3.45608 5.82152 3.81648 2.16451 2.95181 5.10852 2.80344 0.673129 97.3941 49.42
internal_count=4034 1690 529 1161 88 77 288 152 136 91 106 1073 1062 1060 1040 1006 938 435 104 331 503 241 68 57 493 225 200 146 2344 786
is_linear=0
shrinkage=0.00196078


Tree=854
num_leaves=31
num_cat=0
split_feature=0 0 4 0 4 4 2 1 0 1 0 0 1 2 3 2 1 2 2 4 4 0 3 2 4 0 0 2 0 1
split_gain=0.201192 0.19962 0.377722 0.699726 0.515439 0.500407 0.451364 0.35254 0.782705 0.479717 0.402848 0.419878 0.906168 0.389934 0.507434 0.547289 1.36429 0.461164 0.489763 0.824246 0.380376 0.797396 0.382901 0.715229 0.566788 0.495292 0.357632 0.347932 0.332138 0.293491
threshold=103.33357670195001 85.995710218650018 41.942745071500006 85.812895065800021 41.319407281650008 42.434124620650003 -0.084794999999999995 66.590419433100024 90.407470010750018 65.611820673600008 92.313586825200005 90.767723400200012 67.300172379550006 -0.061874999999999999 0.083495000000000028 -0.091919999999999988 70.776348742200014 -0.011675 0.048475000000000011 38.064633603500006 43.680097826700013 97.39208423365001 0.093735000000000027 -0.58559499999999998 35.050303764500008 93.953546284800012 90.767723400200012 -0.088224999999999984 94.773526014550015 75.077881750900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 -6 8 9 -3 11 12 -9 14 -12 20 -17 29 19 -19 22 -22 25 -24 -25 -16 -10 -18 -27 -15
right_child=-2 7 3 -5 6 -7 -8 10 26 -11 13 -13 -14 17 15 16 27 18 -20 -21 21 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=-5.890848743718534e-05 -0.00073722535688199899 0.00031368227783831954 -0.0021161678783175276 -0.0021023152188008759 0.00098505793781078661 2.7364753511072508e-05 -0.00011736418624814149 0.0013534947191160872 0.0018554250952473928 -0.00051007699816768906 -0.00085922995747823318 -0.001222281202039218 -0.0017415609986012825 0.00098925360702693116 0.001728816171312062 -0.0021423939315426926 -0.0011454324959514499 0.00088127239041434333 0.00022741276578785798 -0.0022361398117813898 -0.002221490992274647 0.0012853323775366093 0.00084945569502363114 0.00059169469360918943 -0.0013607774818075288 -0.00044992724193083754 0.00059288762937225814 0.00024796838823004349 0.0006327150557917105 0.00026440869419410362
leaf_weight=12.839792173583197 0.91771851530916038 50.19738992722705 0.45404738953948154 0.79311678418889631 4.3173978941049427 5.3814907595951809 2.1334753113915204 0.96108000562526219 1.7490413393825286 2.8735593140590927 2.5412243761820745 1.7382075671921482 0.58510428978843265 5.0579377179965395 1.3337682757992313 1.3593552942329541 0.80469295242801209 0.53961684787645825 14.2712875440302 0.82403747085481882 0.63486042153090128 0.41046946495771408 1.8743254824075841 0.84058478532824654 1.7864999432495094 1.3469328620703889 1.7019833046942947 4.7909264884074227 5.6991210741689429 3.732525239674942
leaf_count=429 933 556 55 39 31 426 50 13 31 39 362 81 52 57 11 61 15 7 241 59 39 12 41 9 86 40 24 107 77 51
internal_value=0.000177716 0.000184002 2.95209e-05 -0.000374278 0.000168274 -0.000139418 0.000620458 0.000221195 0.000327918 0.000269079 0.000103224 -0.000561065 0.000182269 0.000148822 -3.1935e-05 6.87445e-05 -0.000380447 0.000322159 0.000120139 -0.00100254 0.000293072 -0.000844467 0.000385385 -7.58658e-05 -0.000736048 0.000633156 0.00123276 4.75867e-05 0.000425756 0.000681477
internal_weight=134.492 133.574 25.9193 6.62865 19.2907 5.83554 6.45087 107.655 56.522 53.0709 51.1326 3.28439 1.54618 47.8482 23.4228 20.8815 6.95497 24.4254 15.6349 1.36365 13.9266 1.04533 12.8812 4.50141 2.62708 8.37982 3.45102 5.59562 7.04605 8.79046
internal_count=4034 3101 1030 520 510 481 81 2071 650 595 1421 146 65 1275 860 498 183 415 307 66 315 51 264 136 95 128 55 122 117 108
is_linear=0
shrinkage=0.00196078


Tree=855
num_leaves=31
num_cat=0
split_feature=4 3 0 0 0 3 3 2 1 4 1 3 1 4 1 2 0 1 3 3 1 1 3 3 3 1 2 3 3 3
split_gain=0.0472965 0.13425 0.101107 0.0661781 0.091533 0.0530729 0.186731 0.168293 0.303372 0.199467 0.181555 0.30097 0.122014 0.403707 0.240011 0.210328 0.100471 0.153286 0.128349 0.367133 0.0755053 0.320166 0.298613 0.176509 0.0669534 0.224991 0.0925149 0.26896 0.323605 0.244284
threshold=32.724174661450007 0.088555000000000023 92.805574663100018 93.55565448145002 95.262825394300009 -0.23921499999999998 -0.10747999999999999 -0.23349 61.93938686740001 40.241071441700008 57.041016153700006 -0.55648999999999993 66.590419433100024 40.280372415600006 61.998532946250002 -0.22994499999999998 86.162394622750014 65.907551067950024 -0.26533499999999993 -0.27172999999999997 60.613977009100005 58.167480110400007 1.0000000180025095e-35 0.087125000000000022 0.21629500000000004 62.068432857650002 -0.11963999999999998 0.12201500000000003 0.11379500000000002 0.093905000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 12 10 9 -9 -2 -12 14 -14 15 -7 -10 -18 19 -19 21 22 -8 -24 26 -26 27 28 29 -22
right_child=5 -3 3 4 -6 6 20 8 16 -11 11 -13 13 -15 -16 -17 17 18 -20 -21 24 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10160194353320418 -0.10532845956973545 -0.07708509137435747 0.10215201473966964 0.10072572589483866 -0.10325312456619871 0.038414418024583931 -0.10462451348695297 -0.013465258612039536 -0.0299835411004379 0.093608799345734794 0.057375617398351245 -0.10813607941195613 0.079294505907688217 -0.11287018540822982 0.092072187864180408 -0.1065742350372301 0.0067816329041356233 -0.10421828925775344 -0.10471704724219344 0.097638511516622284 0.016689857587120573 -0.085265741967716399 0.077135771467962716 -0.010576130394676657 0.050391896999493868 -9.7988432985091806e-06 -0.00027037539500640432 -0.080570267054854372 0.085325712459644487 -0.0091878768410376677
leaf_weight=0.05222598914133314 0.3418235584249486 0.27591100134486624 0.12064751237630844 0.039965877309441566 0.048936168829271764 0.39699170379026316 0.18781682456028537 0.26371043936523975 1.6878978178065152 0.51132367181708105 0.27399056534341071 0.18341313289784011 0.23632531098701282 0.20343463191284172 0.66415262281952891 0.13376516657080983 3.5752295320853591 0.19360640410695795 0.23878916962598895 0.16853883849898921 9.8892340408389163 0.51396394796029188 0.46402902971021831 0.45380296465009451 1.2152081010863174 3.2660629623678687 79.136650821866851 0.33626811493650066 0.54794273762672752 5.7799901196267465
leaf_count=68 41 55 2 2 71 16 71 19 30 58 8 59 17 51 29 124 28 58 54 17 769 58 34 27 16 70 1973 16 24 169
internal_value=0.00117308 -0.0284138 0.0228857 0.0539117 -0.0115545 0.00131658 0.00190334 -0.00684206 -0.00162319 0.0571761 -0.0501947 -0.00899249 0.0354334 -0.00960162 0.0520075 0.00187333 -0.00939451 -0.00107296 -0.0478035 -0.0102761 0.00136488 -0.0200542 0.0102596 0.0337684 0.00171119 0.0136579 0.00115172 0.00795028 0.00978578 0.0071442
internal_weight=111.402 0.537687 0.261776 0.20955 0.088902 110.864 103.426 7.43832 6.6391 0.775034 0.799227 0.457404 1.63467 0.43976 1.19491 0.530757 5.86406 4.17616 0.600934 0.362145 101.791 1.61961 1.10565 0.917832 100.171 4.48127 95.6901 16.5534 16.2172 15.6692
internal_count=4034 198 143 75 73 3836 3464 372 264 77 108 67 237 68 169 140 187 157 129 75 3227 190 132 61 3037 86 2951 978 962 938
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=4 0 2 1 0 4 2 4 0 4 1 4 4 3 2 0 0 0 0 1 3 0 3 0 3 2 1 3 4 0
split_gain=0.0480383 0.16749 0.429148 0.267576 0.381792 0.304599 0.293389 0.256647 0.232045 0.481616 0.455514 0.2431 0.54158 0.461853 0.466222 0.255517 0.216633 0.323521 0.217894 0.208919 0.240209 0.184698 0.173958 0.23736 0.235201 0.240917 0.292737 0.172839 0.167577 0.152577
threshold=42.141702038450013 86.329079026800017 -0.097294999999999993 61.987779113750001 85.764502819450016 42.686561923500008 -0.076484999999999984 42.940640897800002 86.83719761350001 43.218894539100006 62.036171360100006 43.157831852650006 42.67709657435001 0.087555000000000022 -0.078504999999999991 90.407470010750018 96.163458868000006 96.741477366050006 96.039789794050009 70.389210771400016 0.076615000000000016 67.144241807950024 0.083155000000000021 101.28228314840001 0.08766000000000003 -0.06828999999999999 71.015621515800021 0.098105000000000026 43.272784938550004 102.1049513363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 27 5 6 -4 -5 -7 9 10 -3 12 22 14 15 -14 18 -18 19 -13 -21 -9 23 -10 -24 26 -26 -2 -19 -30
right_child=1 8 3 4 -6 7 -8 21 11 -11 -12 16 13 -15 -16 -17 17 28 -20 20 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.002287615876489841 0.010634341964272901 0.011529107272883109 -0.10683944929315994 -0.10200065470477498 -0.10716024770852911 0.077162804881745775 0.05447954762903591 0.097041717399115116 -0.061761122366638978 -0.025035597211584257 0.088845423928808342 0.025397284887612642 -0.11748097427527969 -0.097229955692594211 0.054074237069534681 -0.0085990819705247593 -0.11457747951948408 -0.074538679031823415 0.10124359187209678 0.06502189392364198 -0.10139914644413031 -0.10177700906643672 0.040635401269034789 0.016449852615417791 -0.075538506146611561 0.017119982930630419 0.0045310617908770967 -0.054067045144252757 0.014698756918645564 -0.10222156082967525
leaf_weight=82.319133899643532 3.6637548622284157 1.8178494311869173 0.22020350614548378 0.18892053399758879 1.0882663459051398 0.41353534565496375 0.32757868131011481 0.062508256989531219 0.92458247134345739 1.4963366240262983 1.3119517220184205 3.6629221617367866 0.41517121531069279 1.2287419701460747 0.59526830724644264 0.44821496334043331 0.27340607954829499 0.27062124569056356 0.33941047126427282 0.12534223304101022 0.28154881367572671 0.1850472491223627 1.6264082417474126 0.66866609666249133 0.82390367076732163 2.3440394436474894 1.0242387917842277 0.46530745457857836 2.1682381231939876 0.11766895486869078
leaf_count=2344 225 12 34 53 61 17 38 2 19 11 65 85 15 42 16 37 15 14 3 57 161 83 24 27 22 37 39 16 101 359
internal_value=0.00106128 -0.00247097 -0.0164204 -0.0492454 -0.0735575 -0.00497509 -0.0027564 0.028955 0.00173023 0.0216287 0.0439386 -0.00357898 -0.013604 -0.0520618 -0.0140131 -0.0609564 0.0104068 -0.0111861 0.0242656 0.0178459 -0.0501334 -0.0515749 0.000340039 -0.028937 0.00835668 -0.00416624 -0.031164 0.00334309 -0.000128944 0.00868019
internal_weight=110.899 28.5797 6.61512 2.48606 1.60477 0.881294 0.516499 0.661091 21.9645 4.62614 3.1298 17.3384 10.0992 2.6874 1.45865 0.863386 7.23916 2.82993 4.40922 4.06981 0.406891 0.247556 7.41184 1.59325 5.81859 4.19218 1.84814 4.12906 2.55653 2.28591
internal_count=4034 1690 529 288 152 136 91 102 1161 88 77 1073 278 110 68 52 795 489 306 303 218 85 168 46 122 98 61 241 474 460
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=0 3 3 3 4 4 1 0 3 0 3 4 3 2 1 1 0 2 4 0 0 0 2 2 2 1 4 2 0 3
split_gain=0.129303 0.238402 0.448683 0.41602 0.357605 0.197913 0.368261 0.314977 0.284664 0.363773 0.296699 0.249164 0.243851 0.214161 0.193372 0.5138 0.70225 0.426333 0.277924 0.823509 0.384362 0.358238 0.378192 0.350783 0.5236 0.728565 0.316922 0.313748 0.36719 0.638835
threshold=85.705356740550016 0.11768500000000003 0.10184000000000003 0.094175000000000023 38.969453495950006 41.243661560350013 61.853356207250009 76.451683855550016 0.09062000000000002 85.683849075550015 0.087795000000000026 38.064633603500006 0.087555000000000022 -0.23783499999999999 64.407391431150018 62.55235532115001 89.168090812600013 -0.089094999999999994 41.975471476700008 85.995710218650018 88.098084476650016 85.791387400750025 -0.037054999999999998 -0.055334999999999995 -0.079634999999999997 62.041548276350007 43.969738121350005 -0.054619999999999995 86.20003303655001 0.076130000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 -1 9 10 12 -9 13 -7 15 18 17 -17 21 26 23 -2 27 24 25 -21 -20 28 -23 -30
right_child=14 -3 4 -5 -6 8 -8 11 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0020023272344989111 0.00098796289345605089 -0.0012025128146933208 3.6230564347218978e-05 -0.0014586916080793625 0.0013049051340907373 -0.0019800021129225223 -0.0021493977777058732 0.0013376249109640686 0.00089489213521804097 -0.0021346790765603926 -0.0020018873880755577 -0.00048886000424289621 0.0021325385447811475 0.00013230420179762321 7.335951968548559e-05 0.00084341603283178497 0.0016998422711112144 -0.00057861940850548752 -0.0017553304460414438 0.0005601894175410266 -0.00063430962223488536 0.00046041690822543833 0.00057748708526125347 -0.0004324377194446778 0.0012666414885157051 -0.00059472824109857588 -4.4692248835049644e-05 -0.00055719017863188538 0.00086330704797661856 -0.00022998475442417493
leaf_weight=0.28212389337021893 2.4977516848593941 0.65894608304370272 1.8921350273303699 0.93796575523447323 1.5572087528125846 0.19393362101254386 0.46425091310811684 0.5084699433064086 1.3316303399042224 0.3243775377050041 0.26383065104892001 0.65972293156664819 0.22393575310707081 3.8091226886026597 60.655435695198207 1.9359115567058327 2.0815027891658247 1.3943975595757354 1.3502550059929515 6.4873285777866858 2.2460623644292346 9.9283263832330721 8.554704879876228 2.4714473113417617 2.103037552908062 3.1052382420748472 0.60204058000817884 2.5046020336449137 2.5059963017702094 11.413514491170643
leaf_count=124 17 29 23 47 32 124 128 19 23 10 36 27 1 259 2484 26 47 22 55 45 21 71 84 31 61 37 12 21 18 100
internal_value=0.000131905 -5.31427e-05 7.69683e-06 -0.000222765 0.000608975 -7.8962e-05 -0.000629455 -0.000142917 9.25013e-05 -0.000129398 1.54462e-05 0.000306139 0.00014136 2.99706e-05 0.000151813 0.000229592 0.000806417 0.000248011 0.000173618 -2.39222e-05 0.000119277 0.000270608 0.000219278 0.000238752 0.000380584 0.000186328 -0.00122781 0.000102994 0.000172329 -3.31542e-05
internal_weight=134.945 13.1077 12.4487 8.99936 3.44934 8.0614 1.91457 1.45032 6.14683 4.8152 4.49082 1.16819 4.22699 4.00306 121.838 61.1821 5.41181 3.33031 55.7703 18.3654 16.4131 37.4049 34.9071 14.1671 11.6956 9.59257 1.9523 26.3524 23.8478 13.9195
internal_count=4034 882 853 798 55 751 298 170 453 430 420 46 384 383 3152 668 95 48 573 262 195 311 294 174 143 82 67 210 189 118
is_linear=0
shrinkage=0.00196078


Tree=858
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 4 2 2 1 0 0 3 3 0 4 0 1 0 2 4 2 1 1 3 1 4 3 2 1 2
split_gain=0.13397 0.330863 0.334682 0.258936 0.507065 0.255265 0.223371 0.148298 0.403039 0.51716 0.768434 0.370106 0.889955 1.0725 0.391414 0.374776 0.349728 0.261708 0.254406 0.940986 0.35056 0.405784 0.634687 0.434235 0.75841 0.310025 0.414171 0.384476 0.497683 0.9279
threshold=76.451683855550016 71.332859575200004 0.10507500000000002 58.167480110400007 60.613977009100005 44.952171034750002 -0.23349 -0.037054999999999998 61.853356207250009 85.877418060900013 85.683849075550015 0.094175000000000023 0.088435000000000027 102.31465107045001 39.861052345600008 88.872360418250011 62.041548276350007 85.624702996650015 -0.053159999999999992 40.467253020850002 -0.06483499999999999 61.950140699950005 62.025417527550012 0.10371000000000001 70.641925835650014 39.896141435400004 -0.11789499999999999 -0.088224999999999984 65.687097501250022 -0.070909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 -5 -1 -7 18 -9 10 17 12 16 14 -14 -16 -11 -10 20 -20 25 -22 -23 24 -24 26 -6 -28 -29 -30
right_child=3 2 -4 4 7 6 -8 8 9 11 -12 -13 13 -15 15 -17 -18 -19 19 -21 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.0020120119846318463 0.00090892229056625893 -0.002015541402263869 0.0020049286583465509 -0.0015784324028345305 -0.0017492603857912517 -0.00030298125318586341 0.0011902367361135101 0.0016223143495728166 -0.00039795893120726626 0.0012947589739869196 -0.0020851196069458437 0.00049197366723178169 -0.0023024459531807867 0.0017198393133105671 -0.0015537900282580016 -0.00017451362829409462 0.00022439091810337087 0.0014926807667026635 0.00014796205062699133 -0.0014961557218380799 -0.00030291610638640356 0.0020528001721682367 0.0015643751340040713 -0.0007474089313544111 -0.00026937424528748624 0.00014672822514014207 0.00010951025131212495 1.8717987372744174e-05 -0.0021701046793196491 0.00033382885341092986
leaf_weight=0.19141055919862937 1.6344331832660817 0.59804892928514153 0.091827474534511566 0.66949740795825974 0.60101418605961754 0.83215844134974759 0.7170312048983758 0.7905548894777884 0.76984961551352105 1.2893462367355848 0.91676600836217392 15.318790282566622 0.77818452380597536 0.61908744035645202 1.2963929760735484 1.8217411196092141 13.074341470148736 0.4437332923989743 5.3181857290110193 1.7884544892785923 1.7259104563854624 1.1941794091835616 1.9720054032222836 0.93161345156840969 1.5476704592110762 62.165940403244804 11.426715169950061 2.8757451903074953 1.4566406095846107 0.93375451495376172
leaf_count=173 33 212 2 64 77 40 8 15 51 24 18 235 25 63 18 48 538 9 42 33 18 10 28 20 47 1608 421 27 104 23
internal_value=0.00012496 -0.000331251 -0.00148039 0.000133274 0.00012365 0.000124203 0.000388144 0.000132345 0.000237274 0.000207133 -0.000730201 0.000265524 8.17792e-05 -0.000677511 -0.00105843 -0.00074796 0.000320472 0.000293333 9.08839e-05 -0.000265796 0.000120076 0.000529123 0.00078349 0.000442963 0.00075804 8.21294e-05 -0.000150083 -9.25053e-05 -0.000530848 -0.001192
internal_weight=135.791 2.43048 0.689876 133.361 131.726 1.7406 1.54919 131.057 37.1188 36.3282 2.13035 34.1979 18.8791 4.51541 3.89632 3.11813 14.3637 1.21358 93.9378 7.10664 86.8312 7.37138 5.64547 4.45129 3.51968 79.4598 17.2939 16.6929 5.26614 2.3904
internal_count=4034 435 214 3599 3566 221 48 3502 1044 1029 78 951 716 154 91 66 562 60 2458 75 2383 123 105 95 75 2260 652 575 154 127
is_linear=0
shrinkage=0.00196078


Tree=859
num_leaves=31
num_cat=0
split_feature=4 0 4 3 4 2 1 0 2 2 0 0 4 4 4 1 4 3 4 3 1 2 1 0 1 1 0 0 0 4
split_gain=0.0466202 0.148166 0.116496 0.101078 0.203164 0.223126 0.0936291 0.160231 0.145765 0.154638 0.151067 0.144436 0.229131 0.141687 0.141451 0.114938 0.28269 0.175502 0.107484 0.123885 0.148848 0.140085 0.105863 0.0836222 0.0642438 0.273627 0.200319 0.39621 0.278752 0.216302
threshold=49.283271594150008 99.994511703900017 48.86568841230001 -0.27628999999999998 40.377444152000002 -1.0000000180025095e-35 57.772276765200012 82.250688042950017 -0.30094499999999996 -0.013805 67.04476885710001 76.451683855550016 48.226196960950006 34.466665687600006 32.724174661450007 61.622148808000013 38.121007182500009 0.10220000000000003 44.421469061800003 0.080395000000000022 67.649671936450019 -0.62218499999999988 58.167480110400007 86.420486603250012 62.052302108850007 62.068432857650002 86.103248543850015 85.995710218650018 86.382848189450016 42.141702038450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 3 4 5 -1 8 13 -5 11 -11 12 14 -8 -10 16 -9 -18 24 -20 -21 -22 -15 -2 -17 -26 27 29 -28 -27
right_child=1 -3 -4 6 -6 -7 7 15 9 10 -12 -13 -14 22 -16 18 17 -19 19 20 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.055027632619695122 -0.018623396924839455 0.082306800615041864 0.032476690709871456 -0.083083857451490772 -0.10462750189374762 -0.10519563693385046 0.051698121607737839 0.039639199526931145 0.10133558688320772 0.087552740033178644 -0.10497653639489871 0.10235227485528585 0.088542154431617115 0.014389795383253157 -0.10185544624092642 0.0056615177392743445 -0.10998227008159672 -0.020162673559773289 -0.10275132903247564 0.047704950624029498 0.10116786926930317 -0.076042468789501327 -0.10433587888301542 -0.10267773057706604 -0.032318153691262862 0.029572584495867818 -0.039722229943765064 0.092272694907586106 0.0012284416365027997 -0.029331868198863638
leaf_weight=0.28876279291080209 0.34064075071364541 0.10510466953689956 1.1874683756132061 0.10356480721384276 0.27094352397580224 0.12434225087099449 0.10383423644543555 0.41466603148728498 0.043682154253474326 0.060819131322204067 0.12353450433329272 0.40732176415622234 0.2252874718979001 0.096270026639103889 0.1588514562954515 31.072307024674956 0.39506834218627773 0.48411162849515676 0.20051015684987206 0.24841273311176337 0.051646397667354904 0.32732684322945715 0.34156800324853975 0.18138214939972386 2.4939755206869441 1.6745139849226687 1.7051403429359187 0.6979362666606902 66.077588514170884 0.99311933940043662
leaf_count=74 11 161 46 10 97 16 42 15 3 4 79 8 8 5 81 405 35 14 119 22 3 131 212 83 34 32 26 22 2178 58
internal_value=0.00116951 -0.0260186 0.00132399 0.000985185 -0.0373343 0.00680135 0.00122677 0.000926349 0.0299507 0.0414333 -0.0414602 0.0597316 0.0191531 -0.0533246 -0.0580315 0.00120141 -0.0284226 -0.060524 0.00156457 -0.0343255 -0.0124569 -0.0518923 -0.078231 -0.0478289 0.00184832 0.000239399 0.00138065 0.0251934 0.000198288 0.00764335
internal_weight=111 0.627128 110.373 109.185 0.684049 0.413105 108.501 107.378 1.12306 1.0195 0.184354 0.835143 0.427821 0.541672 0.202534 106.836 1.29385 0.87918 105.542 0.827896 0.627386 0.378973 0.437838 0.522023 104.715 73.6423 71.1483 3.36557 67.7827 2.66763
internal_count=4034 255 3779 3733 187 90 3546 3353 193 183 83 100 92 259 84 3094 64 49 3030 275 156 134 217 94 2755 2350 2316 112 2204 90
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=1 2 1 2 0 3 2 1 2 4 4 2 2 0 4 3 2 2 1 2 4 1 0 3 0 4 1 1 0 4
split_gain=0.192158 0.328771 0.247486 0.205326 0.639269 0.723309 0.653458 0.581341 0.49242 0.726026 0.516461 0.650822 0.591432 0.988402 0.460916 0.670399 0.566176 0.537124 0.361461 0.563831 0.428128 0.503288 0.360204 0.931647 0.544464 0.347791 0.938886 0.379505 0.395378 0.316437
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 -0.06828999999999999 85.963448721100022 0.10507500000000002 -0.055334999999999995 62.084563606450011 -0.072524999999999992 39.749124837650008 39.577821550850011 -0.14429 -0.08786999999999999 93.133566555000002 35.782584506850007 0.084360000000000018 -0.26894999999999997 -0.24385500000000002 62.025417527550012 -0.054619999999999995 40.890797847750008 61.998532946250002 89.168090812600013 0.08729000000000002 85.861287312150012 42.558389508100007 62.116825104000007 62.041548276350007 86.479632682150012 40.844669808050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 18 7 -6 10 -10 11 14 22 -14 16 17 -1 -16 19 -5 -21 -22 24 -24 -13 27 -27 -8 -29 -9
right_child=1 -3 -4 4 6 -7 25 29 9 -11 -12 12 13 -15 15 -17 -18 -19 -20 20 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00087881574565801615 0.00058865867723695525 -0.0016734633727664213 -0.0020358690397386798 -0.0016801360027052423 0.0020992708043826303 -0.001886642333708787 0.00073308875236629655 0.00012498532962259374 0.00045908265295268577 -0.0017227746070652666 0.00016755663872098151 -4.7035334045219267e-05 7.6602188856329022e-05 -0.0021625929419076518 0.0011350223072882012 -0.0022180909317309739 -0.0022066120155190307 -0.0021152711786094356 0.0011027317486576801 0.00048830090699020245 -0.0016528233258072259 0.00055937190410498231 -0.0016436812490857337 0.00041396108600633217 0.0018791516903013531 -0.0025012160730133637 6.1322150632392552e-05 -0.00088406668032613633 0.00026101310369949592 0.0015570781166659861
leaf_weight=0.84829606766652432 0.82341978472413757 0.61915608194703853 0.16598087219801982 0.89663527347147454 1.3639086261391629 0.97592663401155721 6.6329710772261015 2.0271052628522743 1.0117357510025606 1.3945884043350814 66.974660199477512 1.0875208369689064 2.2103759953752147 1.1533607505261896 0.53654274638938604 1.5614413475268518 0.31303119234507837 0.30750408800668172 0.86793428473902157 2.8161657314049071 0.99059269613644552 0.65805536159314215 1.0449972713249733 4.4426612950483104 1.1724669113755224 0.61208306718617578 5.3942281185818501 1.2112706704065228 27.027110678944155 0.83861453562712984
leaf_count=33 120 442 398 11 13 40 70 69 22 24 1434 27 23 57 18 66 87 73 60 46 157 5 42 67 19 12 138 17 429 15
internal_value=0.000120864 -0.000552879 0.000148371 0.000128811 0.000225255 -0.000317077 0.000311886 0.00104557 6.87901e-05 -0.000805416 9.45531e-05 -0.000238552 -4.62521e-06 -0.000691175 -0.000967285 -0.00145704 4.71508e-05 -4.91283e-05 -7.11806e-05 -0.000261219 2.37321e-05 -0.000769829 0.000293449 2.21308e-05 0.000952258 0.000235972 -0.000199818 0.000311033 0.000211896 0.000544068
internal_weight=137.98 1.60856 0.989401 136.372 52.3126 7.20531 45.1073 4.22963 84.0592 2.40632 81.6529 14.6782 11.1114 3.36374 3.56682 2.40549 1.16133 0.844047 6.22938 5.36145 4.46481 1.64865 7.74765 5.48766 2.25999 40.8777 6.00631 34.8714 28.2384 2.86572
internal_count=4034 960 518 3074 1082 319 763 97 1992 46 1946 512 235 80 277 157 120 91 279 219 208 162 155 109 46 666 150 516 446 84
is_linear=0
shrinkage=0.00196078


Tree=861
num_leaves=31
num_cat=0
split_feature=1 2 1 3 1 2 2 0 0 2 2 2 3 3 4 4 1 3 0 0 2 4 4 2 4 3 4 1 2 3
split_gain=0.0467229 0.214487 0.183118 0.0685174 0.094841 0.119823 0.0566394 0.169402 0.490788 0.254556 0.293969 0.186913 0.185914 0.403599 0.820267 0.460247 0.359576 0.217428 0.168618 0.141307 0.286963 0.324972 0.277731 0.20769 0.450546 0.167058 0.143289 0.129139 0.12817 0.5831
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 83.116371560950014 -0.086139999999999994 -0.037054999999999998 85.861287312150012 85.683849075550015 -0.018034999999999999 -0.010319999999999999 0.18145000000000003 0.096315000000000026 0.088435000000000027 41.289992964000007 40.159267750750011 62.046925192600007 0.10157500000000001 67.04476885710001 93.399723909900004 0.066710000000000019 39.337369931850013 42.066503896600004 0.12427500000000002 39.337369931850013 0.049900000000000007 41.571132012400007 72.378669787950017 -0.053159999999999992 0.086555000000000021
decision_type=2 2 2 2 2 2 2 2 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 28 8 9 -8 -11 18 13 16 15 -15 -9 -14 -12 23 21 -21 -23 24 -18 -25 -26 -24 -1 -30
right_child=1 -3 -4 -5 -6 -7 7 12 -10 10 11 -13 17 14 -16 -17 19 -19 -20 20 -22 22 27 25 26 -27 -28 -29 29 -31
leaf_value=0.0011212269374273399 -0.10147588508135211 -0.084703356767230106 -0.10329639968553346 -0.031390948115556566 0.091198129412440682 0.10108154872904636 -0.10839672431284597 0.063669362574364327 -0.10668258107607323 0.090738409871603101 0.084877516893508295 0.017216498545648214 0.050682110842743114 -0.057792100979909049 -0.11047095911515414 0.015655120891718506 -0.11811740045605545 0.011313076141637646 -0.10362823673807726 0.07502557179164232 -0.0036878560952993454 -0.039237454934589591 0.069127412225579485 0.062234277858685842 0.048505316185354225 -0.034936884285296212 -0.029210367102244162 0.0069242988102019981 0.0099975841748253039 -0.052491145721303034
leaf_weight=72.886964151098255 0.068725893839655328 0.33908106336980282 0.10856920207956477 0.10624537424882874 0.2766893919215363 0.050784441569703631 0.18022811336413758 1.1516900341957867 0.51933094253763545 0.40241257791603868 0.057224321179094151 0.8192914942628704 1.6382887614308845 1.1807418373864482 0.88621386417071324 3.0753886932507157 0.48492388240992967 9.7607591668493097 0.27786633575033193 1.2148224124102838 5.2723534714109519 0.74002839997410808 0.64877317327773176 0.46938003559625929 0.37089807851589263 0.28396267319476465 0.65836565554855042 0.68737593217520043 3.9378070974780703 2.4054605786441243
leaf_count=2137 89 442 398 17 11 3 21 28 17 30 4 37 33 43 49 33 10 132 149 20 86 11 25 15 26 34 44 16 29 45
internal_value=0.00115827 -0.0209225 0.0144726 0.0399203 0.0590432 -0.0154016 0.00134897 0.00498939 -0.0213875 0.00411378 0.017139 -0.00851746 0.0070759 0.000489146 -0.0229453 -0.00472071 0.0105461 0.0169713 -0.0714366 0.0048973 0.010775 0.0339452 0.009908 -0.0172998 -0.0386468 0.0256069 -0.0012053 0.0371273 -6.53033e-05 -0.0136991
internal_weight=110.961 0.950095 0.611014 0.502445 0.3962 0.11951 110.011 30.7803 2.25635 1.73702 1.55679 1.15438 28.524 17.1249 5.14234 4.25613 11.9826 11.399 0.335091 10.8309 8.56335 3.291 2.07618 2.26753 1.51419 0.753343 1.02926 1.33615 79.2302 6.34327
internal_count=4034 960 518 120 103 92 3074 863 258 241 220 190 605 440 125 76 315 165 153 287 158 72 52 129 80 49 70 41 2211 74
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 4 2 3 2 1 3 1 2 2 1 2 4 1 2 4 0 0 0 0 2 1 1 4 0 0
split_gain=0.330374 1.06683 0.429231 0.574051 0.531448 0.509136 0.415066 0.560057 0.490952 1.21097 0.515962 0.399389 0.382987 0.366806 0.655518 0.531485 0.577941 0.356307 0.333871 0.817104 0.325135 0.352768 0.468196 0.547818 0.338594 0.393181 0.496721 0.321148 0.307237 0.29177
threshold=66.590419433100024 90.407470010750018 91.937202686950016 91.394134144600017 67.300172379550006 47.927946529500012 -0.059424999999999999 0.083495000000000028 -0.091919999999999988 70.776348742200014 0.084565000000000015 65.611820673600008 -0.016334999999999999 -0.079634999999999997 75.408562100950022 -0.075639999999999999 38.969453495950006 75.077881750900005 0.048475000000000011 36.957836847500012 93.953546284800012 94.114853772600014 94.300357383600002 94.773526014550015 -0.092710000000000001 71.322105742700003 72.01572794030001 38.748048509250005 90.767723400200012 87.350693116400024
decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 -4 10 -10 -9 29 17 14 -11 -15 -17 27 19 -14 -12 -22 -23 -24 25 -25 -27 -8 -3 -1
right_child=2 28 6 -5 5 -7 12 8 9 13 20 -13 18 15 -16 16 -18 -19 -20 -21 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00014531436608364602 0.00077152212916573515 0.0018485786975759191 -0.00099864907800958089 -0.0021873691400483937 -0.0022949184240226993 0.0011883410237633727 0.00045237987413749458 0.0018410342034417683 -0.0018219709719095739 -0.0021352207260807261 0.00086924978984213223 -0.00054550205475032462 0.0016332993594478733 0.001005018057141707 5.4588054756030588e-05 0.00048993104576934825 -0.0021362154994343666 0.00012327175514608595 0.00016293870849286602 -0.0015853574038836829 -0.0013611000282709269 0.0019618604942337574 -0.0020862654589249088 0.00076933644598872362 0.0013556532389713727 -0.0021493830330871467 -9.0098206095156963e-05 0.0014824609876544356 0.00068806880695429832 0.00046294222634644846
leaf_weight=62.597821960433066 1.0314244020264589 1.7887561116367572 2.4909967762057503 0.76086552780907357 0.59299564236061986 0.22163001995068043 2.4317162940278667 0.70467199690756643 1.7954343135352235 0.72521307959686954 1.8978395054582495 2.8531321564223608 0.40469162788394797 2.2229015792399882 1.9091790004836182 0.80824154893070976 0.53574601552645618 3.586345472508583 14.084763965797718 1.2096432920247933 0.69519355334341426 0.48539142310619254 0.46584829071070899 1.9161052997223995 0.7503363840132814 0.48434382153209288 6.4143229668461572 2.2314754750696011 1.7208464983850715 13.52050795406103
leaf_count=1398 17 31 700 54 65 7 19 14 65 42 26 42 11 25 93 24 40 122 449 124 9 7 41 28 8 34 308 32 24 175
internal_value=0.000145107 0.000221747 2.08112e-05 -0.00075416 -0.000163451 -0.00134725 6.2682e-05 -0.000117852 -1.72568e-05 -0.000403907 0.000206568 0.000174736 0.000245878 6.65964e-06 -0.000548237 0.000416489 -0.000556915 0.00058794 6.61324e-05 -0.000778484 0.000118711 -8.33736e-06 8.10883e-05 -9.92099e-06 9.1203e-05 -1.64303e-05 -0.000234677 0.000945304 0.00127955 0.000201733
internal_weight=133.338 82.4811 50.8573 2.60692 1.84605 0.814626 48.2504 24.3018 21.8108 7.99672 13.8141 78.9715 23.9486 6.20128 2.63439 3.56689 1.34399 8.24954 15.6991 1.61433 13.1094 11.2115 10.5163 10.031 9.56511 8.81477 6.89867 4.66319 3.5096 76.1183
internal_count=4034 1670 2364 143 89 72 2221 1464 764 289 475 1615 757 224 135 89 64 173 584 135 461 435 426 419 378 370 342 51 55 1573
is_linear=0
shrinkage=0.00196078


Tree=863
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 0 1 2 3 2 1 3 0 1 2 1 2 4 3 2 2 4 2 2 4 4 1 2 1 4
split_gain=0.19751 0.275077 0.773919 0.485737 0.55428 0.491014 0.856275 0.464391 0.647087 0.562545 0.937649 0.443656 0.419592 0.404573 0.320133 0.395495 0.341798 0.887823 0.299064 0.273516 0.330409 0.575017 0.338062 0.818297 0.588205 0.26248 0.421571 0.99062 0.500928 0.326024
threshold=85.705356740550016 66.590419433100024 90.407470010750018 92.313586825200005 0.13377000000000003 90.767723400200012 67.300172379550006 -0.059424999999999999 0.083495000000000028 -0.091919999999999988 70.776348742200014 0.084565000000000015 90.767723400200012 65.687097501250022 -0.016334999999999999 71.104340634100012 0.048475000000000011 36.957836847500012 -0.046510000000000003 -0.088224999999999984 -0.075639999999999999 39.337369931850013 -0.079634999999999997 -0.08786999999999999 42.283941020600004 38.625745710700009 63.530954080650012 -0.089094999999999994 62.55235532115001 37.038444968100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 5 7 6 -3 8 -5 11 -11 -10 -4 25 15 -9 17 -16 -19 -12 22 -22 23 -21 -25 29 28 -28 -27 -2
right_child=1 3 12 4 -6 -7 -8 14 9 10 19 -13 -14 -15 16 -17 -18 18 -20 20 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-7.7864827757018621e-05 0.00031171150901008728 0.0012725850491201996 0.0018774218071213019 -0.0010071166568956288 -0.0020459039755900701 -0.0013477103623875503 -0.0017661700423546364 0.0012239280685165516 0.0018238094481799979 -0.0017106510133579377 -0.0010870583458548414 0.00022207158561764672 0.00048754734689653321 -0.00071569239945553243 0.0017210950127668607 0.00033517851895541293 0.00027679927875036344 0.00077688382210757529 -0.0018905208457800388 0.0020747146034213425 0.00042937542356714941 -0.0021464746176778496 0.00099173817266997861 -0.002190342069902713 0.00042760418100083362 0.00020346836620807647 0.00060767443287473096 -0.0022982556024910886 0.0011143595414749539 0.0013766242374966685
leaf_weight=11.679937685043113 3.1267321556806555 0.97861764219123804 1.6920761959627264 2.4160975988702367 0.44545975256187276 1.7748001199652206 0.56083391198990284 2.9811449043918419 0.70163602366665223 1.5723060991149402 0.78597936955975356 12.680890448785702 1.6488648159429429 1.7159772347658862 0.44841866293973609 5.4340093528680882 14.332133329193082 0.19018018909173395 1.0754094226017512 0.46099124848842588 0.77619446157496097 0.58380325795951649 2.0500664645951474 0.70121403719394948 0.62323469763123285 53.793628722429276 0.98978530149906874 0.82858790922909864 2.4258160693570963 1.709676746279001
leaf_count=882 43 13 31 698 58 81 52 32 14 60 20 435 24 27 10 138 426 6 118 4 19 38 23 82 27 565 18 24 38 28
internal_value=0.000165499 0.000189284 0.000271252 8.13182e-05 0.000131186 -0.000644812 0.000165543 0.000151469 -4.63051e-05 6.45747e-05 -0.000363229 0.00030605 0.00119147 0.000223653 0.000340278 0.000650026 0.000177835 -0.000649685 -0.00148969 -9.04322e-06 0.00015404 -0.000676354 0.000448481 -0.000175293 -0.000958437 0.00024929 0.000212718 -0.000716486 0.000242772 0.00068816
internal_weight=131.185 119.505 67.9311 51.5734 48.2592 3.31425 1.53945 47.8137 23.3524 20.9363 7.55379 13.3825 3.34094 64.5902 24.4613 8.41515 16.0461 1.71401 1.26559 5.98148 5.1955 1.36 3.83551 1.78544 1.32445 62.8742 58.0378 1.81837 56.2194 4.83641
internal_count=4034 3152 798 2354 2208 146 65 2150 1420 722 273 449 55 743 730 170 560 134 124 213 193 57 136 113 109 716 645 42 603 71
is_linear=0
shrinkage=0.00196078


Tree=864
num_leaves=31
num_cat=0
split_feature=0 3 1 1 2 4 1 1 3 2 2 0 1 1 3 2 0 0 4 4 3 4 3 4 3 3 2 4 0 2
split_gain=0.0573279 0.117801 0.076188 0.324763 0.221046 0.0873306 0.234276 0.0877603 0.0948046 0.0722505 0.201009 0.326089 0.192749 0.183853 0.267169 0.176895 0.277074 0.363347 0.410902 0.472394 0.417717 0.575661 0.33473 0.432966 0.307264 0.294252 0.290553 0.287761 0.264924 0.22135
threshold=71.131225215400022 0.049900000000000007 58.167480110400007 60.613977009100005 -0.23349 49.122847560300009 57.576019321700009 55.917240655200011 -0.15572 -0.06483499999999999 -0.055334999999999995 85.963448721100022 61.853356207250009 67.192634054300015 0.091375000000000026 -0.075639999999999999 85.705356740550016 86.256490657300006 42.094663496250007 42.753078181500008 0.10546000000000001 41.385032804600009 0.087555000000000022 42.488347682450005 0.12535000000000004 0.11379500000000002 -0.08786999999999999 38.064633603500006 86.103248543850015 -0.076484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 7 8 -6 15 11 -11 -12 -13 -15 16 22 18 20 -20 21 -18 27 26 25 29 -24 -5 -21 -19
right_child=2 -3 3 9 5 -7 -8 -9 -10 10 12 13 -14 14 -16 -17 17 24 19 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10640546691718306 -0.014174326053642231 0.015701621649664974 -0.081361239924259726 0.048299803265154539 0.075604725247663859 0.10427896449184262 0.078036840110009609 -0.10160713151968015 -0.047498092352048438 -0.026709654880546774 0.053182198671981207 0.070130327408927037 0.0016521456819214933 -0.036171847606897671 0.061874424507489749 -0.015028381205437383 0.022472013894633977 -0.0022969385701307374 -0.080623324895901835 -0.022266076578719606 0.0039828157688002012 0.092987344661408983 -0.079583754265705714 0.061188080704334971 -0.055143758065684736 0.059818203153806107 0.0072929133430812525 -0.098186254570264087 0.048966953112230593 0.04512646721192716
leaf_weight=0.14777832588151696 0.99920371902408112 0.16977486506220885 0.47598252010720798 0.15926478407527545 0.11064290851936687 0.23720850050449371 0.53634069219697267 0.10791579952638131 0.1439534303062816 0.8163316810241662 0.73991929870680806 1.4018049016594889 38.281143523518494 0.5250407246094253 0.59048868884565309 7.5741190784506207 3.1427296400070173 40.559680936539586 0.77786385826766435 1.1316478017251941 3.6717514172196388 1.832913890480995 0.74691293570504069 0.6758782097022048 1.0345669361122407 0.807085011686694 0.7944050673977473 0.84882736793952063 0.96931746974587429 1.0086994700832352
leaf_count=175 48 16 87 54 15 2 18 40 32 19 21 26 1134 37 16 134 23 1650 27 40 18 28 48 28 50 28 9 194 6 11
internal_value=0.00130521 -0.0411228 0.00142691 0.001059 0.0201332 0.0503078 0.0360648 -0.0260333 0.00600014 0.00142194 0.00464284 0.0282121 0.00262926 0.0460223 0.0157275 -0.000653338 0.00121866 0.00289104 0.0186738 -0.0140497 0.0295679 0.0484483 -0.0272669 -0.00554435 -0.0012996 1.49691e-05 -0.034807 -0.0750435 0.0105985 -0.00114616
internal_weight=111.019 0.317553 110.702 108.566 2.13527 1.13606 0.898853 0.362512 0.254596 108.09 42.3547 3.33367 39.0211 2.51733 1.11553 65.7357 58.1615 54.9363 11.5262 2.87883 8.64739 4.97564 3.22529 2.2172 43.41 42.3755 1.54132 1.00809 2.10097 41.5684
internal_count=4034 191 3843 3688 155 107 105 87 47 3601 1253 98 1155 79 53 2348 2214 1881 142 73 69 51 333 85 1739 1689 57 248 46 1661
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=2 0 3 1 1 4 3 1 1 1 2 2 2 4 1 0 2 3 3 0 2 2 3 3 4 2 1 2 2 0
split_gain=0.166896 0.474931 0.75034 0.743571 0.868903 0.417521 0.394101 0.599766 0.587657 0.438707 0.494361 0.368831 0.34888 0.831836 0.371455 0.591669 1.34954 0.606439 1.66709 0.471057 0.359175 0.464249 0.269198 0.370258 0.313544 0.515091 0.36275 0.284197 0.267631 0.349741
threshold=-0.06828999999999999 86.329079026800017 0.10507500000000002 63.705703859100005 65.29995953045001 40.098777110850008 0.093325000000000033 62.020040611300011 61.987779113750001 61.950140699950005 -0.054619999999999995 -0.041369999999999997 -0.072524999999999992 39.337369931850013 68.910558799650019 96.682331287150021 -0.122165 0.091935000000000031 0.090390000000000012 96.039789794050009 -0.14259499999999997 -0.16048499999999999 0.082535000000000011 -0.075324999999999989 41.827117825850003 -0.14259499999999997 83.116371560950014 -0.59502499999999992 -0.059424999999999999 94.354126546200021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 6 11 -5 -4 7 8 9 10 -2 -3 14 -14 -1 16 20 18 19 -18 21 -16 23 -17 25 26 27 -24 29 -6
right_child=1 3 5 4 28 -7 -8 -9 -10 -11 -12 -13 13 -15 15 22 17 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020165704046140736 -0.0025960348202980284 0.001559742515781907 -9.9177043741985419e-05 -0.0018075628437114999 0.0006201016750218499 -0.0022490302884058577 0.00047768175863365436 -0.0019380241552250388 0.0010302544313021515 -0.0022330033779610439 0.00026933679604058627 0.00059823062096570631 0.00070380782773167626 -0.0016775259557314953 0.0006402153937354909 0.00078064528202886863 -0.0020203298346973962 -0.0021636628950402058 0.0011833639550837907 -0.00015444674694266351 0.0019033678629150773 -0.0021263556942664368 -0.00038024910174599497 -0.0020428818230875698 0.00062414415429477778 0.00026501325577973515 0.00060292343279926659 -0.002075959415100271 0.00025202875389559141 -0.0021375066577169195
leaf_weight=55.077513630629255 0.27236085012555022 1.805386833846568 0.56015245430171379 0.83588780928403394 0.30915153026581066 0.91405881481477991 4.6053671843692428 0.75158293871209014 1.3200124807190148 0.50113907502964128 1.542860823419687 10.197330110706387 0.98609597732865895 1.3174511212673676 1.5303161146039201 0.28536893690375109 2.0305667842621951 1.444351909070974 1.2613106062635777 0.69935400784015644 0.66598473303019989 0.27512417221441876 0.67331130417005447 0.47705917038592716 4.5855886589451975 6.2078016751297582 0.48731544855399977 0.87227373485802695 27.441523824976457 0.41310751686432923
leaf_count=1160 4 22 9 25 5 45 72 51 12 15 166 110 22 32 86 105 175 69 12 9 5 59 19 360 149 165 82 77 863 49
internal_value=0.000150399 0.000237255 -0.000135523 0.000332422 0.000162547 -0.00143216 7.70247e-05 -0.000343484 -1.39165e-05 -0.000608953 -0.000160591 0.000742856 9.37226e-05 -0.000658131 0.000116341 -0.000102262 -0.00052872 -0.00107494 -0.000680952 -0.00154233 0.000672622 0.000218628 0.000145886 -0.000986065 0.000213172 -1.55165e-05 -0.000872161 -0.00133725 0.000221019 -0.000957156
internal_weight=130.347 51.4699 10.4675 41.0024 28.9997 1.47421 8.99332 4.38796 3.63637 2.31636 1.81522 12.0027 78.8768 2.30355 76.5732 21.4957 7.90701 5.43558 3.99123 2.72992 2.47143 1.80544 13.5887 0.762428 12.8263 8.2407 2.0329 1.54559 28.1638 0.722259
internal_count=4034 1448 374 1074 942 54 320 248 197 185 170 132 2586 54 2532 1372 415 265 196 184 150 145 957 465 492 343 178 96 917 54
is_linear=0
shrinkage=0.00196078


Tree=866
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 1 0 0 0 3 1 4 1 4 1 4 2 2 0 2 2 4 2 0 1 0 3 4 3
split_gain=0.0486728 0.584366 0.378194 0.294499 0.311541 0.293232 0.464559 0.444285 0.484013 0.414308 0.547936 0.303246 0.272213 0.483714 0.341128 0.268974 0.239547 0.357256 0.188164 0.600765 0.33851 0.41075 0.398137 0.293073 0.315384 0.230392 0.380761 0.28389 0.526691 0.173371
threshold=66.590419433100024 90.407470010750018 90.767723400200012 93.399723909900004 69.238550691600025 69.873026810350026 69.238550691600025 93.805681087600007 93.953546284800012 94.625660817400004 0.10371000000000001 70.206395618550019 37.784765830350004 67.649671936450019 41.898943182100005 65.687097501250022 36.010074051050005 -0.1595 -0.079634999999999997 95.117648655250022 -0.08786999999999999 -0.088224999999999984 42.283941020600004 -0.091919999999999988 102.21786657775002 71.015621515800021 96.163458868000006 0.10608500000000003 37.828051409500013 0.07870000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 12 6 -5 -7 -9 10 16 -11 -2 14 -14 -1 -10 -18 19 -13 21 23 -22 24 -21 -20 29 -28 -29 -27
right_child=3 2 -4 5 -6 7 -8 8 9 11 -12 18 13 -15 -16 -17 17 -19 25 20 22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0021101276239747515 0.035513191644155361 0.090996306504684432 0.012790319183742797 -0.015376448776720942 -0.086299999625482446 -0.074192140229943845 0.07096262967669606 0.064650728899061025 -0.011838720076351979 0.10207736065766103 0.082606036177948386 -0.10523171915611787 -0.11482786775418384 0.010233572528272264 -0.014098902983517445 -0.042459984258538877 0.025567866597454116 -0.1118705403045705 0.047344560368233334 0.0065688349346642617 -0.10989317324989326 0.10451992647589388 0.0080115138863148389 -0.062457514124958903 -0.10260642692109985 -0.010405852133794385 0.0096869086553006221 0.041821810232744887 -0.11019395567903584 -0.10733017767560463
leaf_weight=64.159788895562997 0.85245689429575522 1.1989195342175656 1.2769427727907894 1.0840703521935204 0.71221846181833814 0.80714673607144405 1.4658962953471926 1.1499675006780297 0.62179258820833583 0.29762487555854278 0.2995897222572238 0.62034805863732145 0.78625318933336552 1.5112535825974189 0.58737487488178886 1.3832051353529085 0.2301332128663488 1.061551489823614 1.2955735657014908 8.3251031116123997 0.61863145557117494 0.37586647644639093 0.53328426759458125 0.74068306974959419 0.27328673461599429 0.32245584391057747 16.734055366384499 0.39070844225261581 0.54701813730116555 0.43151082986287292
leaf_count=1587 18 31 24 26 92 29 28 27 7 3 12 155 38 41 22 28 15 112 24 316 92 4 31 26 509 8 616 24 53 36
internal_value=0.00131006 0.002971 0.050661 -0.00133724 -0.0256858 0.00149694 0.0342572 -0.000844598 0.00085324 -0.00132252 -0.0431463 0.00161528 -0.0141347 -0.0288052 -0.0717553 0.00116953 -0.0628351 -0.0873838 0.000657206 -0.00951682 -0.00405282 0.00202467 -0.0553087 -0.00210042 0.00309887 0.00658334 0.00371728 0.00668655 -0.0468558 -0.0658777
internal_weight=110.695 68.0189 2.47586 42.6759 4.44956 38.2263 2.54997 35.6763 34.8692 33.7192 2.21307 31.5062 3.73734 2.88488 1.37363 65.543 1.91348 1.29168 31.2085 11.4872 10.8669 9.71494 1.15192 9.33907 8.59839 19.7213 18.4257 17.6718 0.937727 0.753967
internal_count=4034 1670 55 2364 211 2153 54 2099 2070 2043 146 1897 119 101 60 1615 134 127 1894 1133 978 855 123 851 825 761 737 693 77 44
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=0 3 1 1 2 4 4 1 1 3 4 3 3 3 3 1 0 0 4 0 4 0 4 4 0 3 2 3 2 2
split_gain=0.0500513 0.108398 0.0637312 0.281998 0.193915 0.137433 0.0834876 0.203747 0.0807216 0.0801843 0.0640084 0.206228 0.0628696 0.136174 0.0625898 0.193916 0.106989 0.315067 0.235858 0.363529 0.297857 0.212363 0.209078 0.604656 0.193542 0.434611 0.157308 0.155199 0.112478 0.512792
threshold=71.131225215400022 0.049900000000000007 58.167480110400007 60.613977009100005 -0.23349 35.419594101850009 49.122847560300009 57.576019321700009 55.917240655200011 -0.15572 32.724174661450007 0.088555000000000023 -1.0000000180025095e-35 -0.13658499999999998 0.21629500000000004 62.068432857650002 85.995710218650018 85.925810307250018 42.719328117250008 84.226704768850013 44.262924377150007 86.135510041400025 40.377444152000002 39.011793722550003 85.57631075030001 0.091935000000000031 -0.11963999999999998 0.10546000000000001 -0.06828999999999999 -0.075639999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -2 -4 7 8 9 -6 11 12 13 -5 16 -16 17 18 22 -20 -21 -18 23 -12 25 26 -24 -26 29 -23
right_child=2 -3 3 10 6 -7 -8 -9 -10 -11 14 -13 -14 -15 15 -17 21 -19 19 20 -22 28 24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.10586190789954658 -0.01295827420653861 0.013950857954494827 0.032025651682872462 0.092094553231577891 0.071673844466634926 -0.10525926623092439 0.10385882746872335 0.074545100733388922 -0.10146178593323048 -0.043375911806687761 0.012988951315989412 -0.10770817294693834 0.087994806968793887 -0.10263771296406282 0.04768621956168051 0.00045327319360041442 0.022747487535698194 -0.05898036091947037 0.075880273001608864 -0.091650274899862202 0.01096873447915974 0.000776532219658664 0.087849998533635523 -0.065517363988473326 0.024982989590028273 -0.11104446340626453 -0.009826138469781899 -0.003778355666382828 0.0055205193809004273 -0.041046894167271752
leaf_weight=0.13574606857673543 1.0017297236918241 0.17017791300895624 0.091255727929818842 0.065157073210201588 0.10536885797046125 0.36291092287865467 0.21565732359886169 0.50816405715886503 0.098553060583071783 0.14251000666263169 2.5267758333357078 0.21390575344116769 0.099411988771179405 0.080002615210105432 1.1862020790576924 3.2525862181610137 4.8239730570930979 1.0672032256843511 0.23158098842031805 0.91487148668966234 0.40942965302383527 43.575144065494889 0.21035977042629139 1.6037548323220105 5.4741280730231647 0.41394384224258829 0.76267923108025704 2.8544800239615142 34.039554749410065 3.1430355196680457
leaf_count=175 48 16 24 39 15 63 2 18 40 32 100 46 29 26 16 70 56 29 82 101 26 1665 60 30 67 23 30 20 1009 77
internal_value=0.00117891 -0.039213 0.00129178 0.000956658 0.0186631 -0.0776746 0.04826 0.0342296 -0.0249073 0.00552968 0.00129057 -0.0359938 0.0267286 -0.0152293 0.0014511 0.0130756 0.000945479 -0.00643552 -0.0027947 -0.0397105 -0.0599239 0.00236587 0.00135352 -0.0174926 0.00936583 -0.0252204 0.0112903 0.0151256 0.00114839 -0.0020372
internal_weight=109.78 0.305924 109.474 107.402 2.07198 0.454167 1.07025 0.854596 0.346432 0.247879 106.948 0.458477 0.244572 0.14516 106.49 4.43879 102.051 16.4692 15.402 1.55588 1.3243 85.5817 13.8461 4.13053 9.71559 1.38698 0.973039 8.32861 80.7577 46.7182
internal_count=4034 191 3843 3688 155 87 107 105 87 47 3601 140 94 65 3461 86 3375 568 539 209 127 2807 330 130 200 113 90 87 2751 1742
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=4 2 0 4 2 2 4 4 3 4 1 3 3 3 1 1 4 2 4 2 0 4 3 3 3 0 2 2 0 3
split_gain=0.046177 0.143908 0.0935751 0.0920942 0.0653925 0.553883 0.235235 0.442756 0.489084 0.212962 0.229912 0.211246 0.206261 0.166091 0.173338 0.195499 0.394785 0.356454 0.162849 0.158994 0.176417 0.210058 0.175972 0.155113 0.152652 0.129359 0.100775 0.24396 0.0789175 0.247053
threshold=49.283271594150008 -0.2351 71.332859575200004 48.86568841230001 -0.50001499999999999 -0.58287999999999995 39.792680591700012 40.098777110850008 0.096010000000000026 34.883496062400006 77.255532836550017 0.092465000000000033 0.085035000000000013 -0.41441 58.167480110400007 61.622148808000013 35.419594101850009 -0.016334999999999999 41.066313126200008 -0.013805 76.451683855550016 48.226196960950006 0.10507500000000002 0.083950000000000011 0.089850000000000027 67.04476885710001 -0.073609999999999995 -0.028049999999999999 84.390700714750025 0.10301500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -1 -11 18 23 26 19 16 -16 -18 -9 20 21 22 -15 -7 -20 -21 -6 -28 29 -17
right_child=1 2 -4 -5 13 12 7 8 -10 10 -12 -13 -14 14 15 28 17 -19 24 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.065686412643852013 0.050920840471204293 -0.0082917133135181949 -0.10327114653353067 0.029287402644004198 -0.10415098478870313 -0.10101711349009042 0.102731941177141 0.019041023956692778 0.04768812779485234 -0.11011416360377924 0.014265405767951655 -0.094451996796142329 -0.1135226743475844 -0.10158421697517778 0.069461541698480678 -0.10663587178930201 -0.10765210126470215 0.023462436165674356 -0.11828433358950717 0.084511782630504129 0.10017589305955024 0.087649178518785176 0.10129079486348336 0.10307751419499532 0.013751141961379399 -0.10444760463082706 0.10184325592113841 -0.10372237051570943 0.0020805952624734854 0.001916510187484424
leaf_weight=0.14609578872125473 0.16883069829054875 0.19609007611870666 0.22022594402153572 1.156071982013599 0.23522073770436691 0.064777263493566717 0.50478601326540262 0.61320608282039779 1.1992006336549819 0.43598914473614059 0.22547175689715004 0.46247636927728308 0.62144126556722767 0.17658001120980771 0.26783470908958296 0.27656624093287863 0.67844279582277522 0.29861229228117736 0.21842585496960965 0.05210912914480903 0.47665596147999167 0.19787531439214945 0.056414577178657055 0.08758961409330368 0.14615408331155777 0.11888396397171164 0.10479971393942833 0.12854461488950519 98.8082608670627 0.86662206549954135
leaf_count=37 12 4 239 46 93 78 9 22 37 23 38 18 80 97 24 148 42 26 44 4 12 8 2 1 5 84 2 61 2730 8
internal_value=0.00106274 -0.0269538 -0.0585346 0.00121367 0.000911669 -0.0105902 0.00455927 0.0169239 0.000513482 -0.0435829 -0.067717 -0.0387654 -0.0879582 0.00144069 0.00171283 0.00128783 -0.0380961 -0.0675802 -0.0124265 0.0415906 0.0582568 0.0118833 -0.0524624 0.0163087 -0.0653535 -0.0468634 -0.0579605 -0.0113986 0.00177835 -0.0243451
internal_weight=109.21 0.585147 0.416316 108.625 107.469 4.72561 3.95181 3.14425 2.63946 0.807557 0.661461 1.44026 0.773808 102.743 102.275 101.196 1.24489 0.977055 0.977786 1.07852 0.907526 0.43087 0.232995 0.152367 0.36458 0.170993 0.468565 0.233344 99.9514 1.14319
internal_count=4034 255 243 3779 3733 392 233 135 126 98 61 89 159 3341 3185 2978 92 68 71 207 119 107 99 79 49 88 156 63 2886 156
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=4 0 2 1 0 0 2 1 3 3 1 2 3 4 4 2 2 4 4 2 1 3 1 4 4 0 1 0 1 1
split_gain=0.143807 0.456751 0.594934 0.390497 0.37996 0.326426 0.447402 0.404871 0.334658 0.266368 0.255314 0.298114 0.255213 0.251216 0.241128 0.234365 0.449933 0.25669 0.875324 0.541407 0.414224 0.253335 0.223495 0.586517 0.253235 0.249363 0.395596 0.214941 0.210352 0.383673
threshold=42.141702038450013 86.329079026800017 -0.097294999999999993 62.132955852800002 87.350693116400024 85.764502819450016 -0.083064999999999986 61.977025281250008 0.10661000000000002 0.098105000000000026 62.084563606450011 -0.033799999999999997 0.09062000000000002 43.018222997350009 42.066503896600004 0.15844000000000005 0.096390000000000017 43.157831852650006 42.67709657435001 -0.11963999999999998 66.590419433100024 0.076130000000000017 62.00390986255001 48.226196960950006 48.96897326980001 85.995710218650018 64.730006406800015 67.04476885710001 63.530954080650012 71.015621515800021
decision_type=2 2 2 2 2 2 2 2 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 9 10 -5 6 -4 27 -7 12 13 -12 22 -3 -1 16 17 18 28 -20 -19 -22 23 -2 -25 26 -24 -8 -6 -30
right_child=1 3 5 4 15 8 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 20 19 -21 21 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=0.00015626067092414268 -0.0022258242715939573 -0.00017400683618245511 -0.0020293645567319501 -0.0011410415866970108 0.00080863284480608586 -0.0021370376641855582 0.0015634663647894475 0.0011455165017205987 -0.00024284347915002258 -0.0011791655106164469 0.0020295543919849747 0.00019575399086740064 0.0012615488745807472 0.00063747207093513769 0.00076481095453302347 0.0013384802554016653 -0.0020948566395994259 0.0010822165901140152 0.00058355843243564152 -0.0018607397387202121 -0.0020613875043258433 0.00013981257544858696 -0.0020538804755816883 0.00083234323354731716 -0.00060931582656181013 0.0011477017414603893 0.0012391159882752651 -0.0020656820616577038 -0.00097583379795049459 0.00026568101442646228
leaf_weight=95.417311569707977 0.51641999507046499 2.2499052733182934 0.44532580699888047 1.0613607931882167 1.5736597105860797 1.2553173280321059 0.078719894401727553 0.73742158825189108 0.50200877338647831 0.60873706825077523 0.82983233220875263 0.57838648371398427 0.73390959156677116 4.2136821895837784 2.5707525867328505 0.54047988477759545 0.37572379327138961 2.1155611891299477 0.45218264475261083 1.5179425193200584 0.20978027460296278 4.8126747710084601 0.29287327220663417 0.96706672385334946 0.90854161349125206 1.0271803364157674 0.26916154520586133 0.30915912320051575 1.21977819991298 4.442516892668209
leaf_count=2313 80 31 50 10 7 53 4 57 16 16 52 5 8 28 31 27 94 23 27 57 144 516 65 19 33 5 15 108 38 102
internal_value=0.000133754 2.55651e-05 -0.000365042 0.000154585 -2.34202e-06 -0.00101537 -0.000365808 0.000292526 -0.00159593 4.14802e-05 0.000519832 0.00127637 0.000199068 0.000355005 0.000172226 6.76783e-05 2.65987e-05 7.53675e-05 -0.000141006 -0.00129973 0.00035443 4.78718e-05 3.20876e-06 -0.000375463 0.000134006 0.000573171 -0.000476846 -0.00132915 0.000174477 -1.76755e-06
internal_weight=132.833 34.8453 8.65184 26.1935 18.3217 3.32795 1.57063 1.1253 1.75733 5.32389 7.87181 1.40822 4.71515 6.46359 97.9881 17.2603 16.7198 16.3441 9.20608 1.97013 7.13802 5.02246 3.98124 2.39203 1.87561 1.58922 0.562035 0.387879 7.23595 5.6623
internal_count=4034 1690 529 1161 1045 288 219 169 69 241 116 57 225 59 2344 1035 1008 914 231 84 683 660 217 132 52 85 80 112 147 140
is_linear=0
shrinkage=0.00196078


Tree=870
num_leaves=31
num_cat=0
split_feature=1 2 1 3 3 4 1 1 1 0 0 0 0 2 4 0 2 1 1 3 3 0 2 1 2 4 4 0 2 2
split_gain=0.0435322 0.194643 0.168922 0.0678456 0.0910719 0.0925235 0.0587163 0.0610829 0.0456897 0.206214 0.223466 0.422009 0.120992 0.2506 0.225789 0.11078 0.177496 0.254597 0.325602 0.192566 0.193632 0.245073 0.169461 0.374032 0.120537 0.179963 0.154832 0.106863 0.102033 0.288373
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 0.086230000000000015 38.969453495950006 87.030766598900016 87.33187390945001 77.946466576100008 100.52682641375002 99.642323688800005 97.878695155250014 101.18549865570002 -0.079634999999999997 42.283941020600004 97.878695155250014 -0.08786999999999999 72.752365468100024 77.543197856500015 0.088145000000000015 0.085495000000000029 98.413698323200009 -0.093879999999999991 72.378669787950017 0.20949500000000004 39.861052345600008 40.280372415600006 101.72856719805002 0.17076500000000003 0.13006000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 -3 -8 15 10 11 -10 -11 14 -14 24 19 -18 -19 20 21 -17 23 -21 28 -26 -27 -16 29 -1
right_child=1 6 -4 -5 -6 -7 7 -9 9 12 -12 -13 13 -15 27 16 17 18 -20 22 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00080080615298346264 0.075501370270923102 -0.10320118063091129 -0.10327061503413089 -0.032690823795603591 0.092914128308940483 -0.10146890996109648 0.092797393998781896 -0.10030641301550279 0.093566588563096159 -0.031904065570965506 0.082286605547079089 -0.057282821344300218 -0.10532095790960638 0.014608014997960867 0.103377636846935 0.10302403847624082 0.010145130505631138 -0.10502466988619559 0.0096100014662028471 0.011125868607490952 0.084989310267793217 -0.10232606888876761 0.022414410527257882 -0.10524176340321151 0.048608473852028364 0.048094982000361927 -0.071554715719109124 -0.037391534241384784 -0.022563239250050465 0.054706174783412442
leaf_weight=91.75597610357363 0.058830509640756645 0.26346339770816385 0.10078097673604702 0.10264906252268702 0.2537450450763572 0.059342802252103866 0.034995292706298642 0.030796351104982023 0.3145388538177929 0.96453719970304508 0.71724821632960811 0.4518884044373408 0.35190184254770329 4.5209478904052967 0.09557400643825531 0.093349968003167638 0.66362638644932204 0.76458107208964043 0.3665639818427735 0.63736088480800368 0.45779617573498399 0.15398346458096057 0.73593315109610546 0.48746688792016357 1.1934566845593497 0.17642812430858601 0.27947239109380462 0.12375754633148972 1.8140335147472786 1.0032586698580406
leaf_count=2332 9 155 398 17 14 80 5 282 51 27 14 14 50 97 1 2 19 97 10 7 8 53 7 43 45 18 34 56 45 44
internal_value=0.00106548 -0.0207803 0.0143104 0.0392803 0.0591443 -0.0133674 -0.0820985 0.00240761 0.00124825 0.00875608 0.0421688 0.00462521 0.000571185 0.0067225 -0.0556864 0.000685415 -0.014904 -0.039027 -0.0678756 0.00196944 0.0464717 -0.0248217 -0.0148945 -0.0393044 0.0013919 0.0281927 -0.0252517 0.0239488 0.000924497 0.00138383
internal_weight=109.028 0.904603 0.575348 0.474567 0.371918 0.118173 0.329255 0.0657916 108.124 7.54039 1.48368 0.766427 6.05672 5.09218 0.571233 100.583 4.36066 1.79477 1.13115 2.56589 0.70513 0.247333 1.86076 1.12483 96.2226 1.64936 0.455901 0.219332 94.5733 92.7592
internal_count=4034 960 518 120 103 89 442 287 3074 310 79 65 231 204 107 2764 246 126 107 120 63 55 57 50 2518 97 52 57 2421 2376
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=2 0 1 2 1 3 2 4 3 4 0 1 3 0 0 3 4 2 4 2 4 2 4 2 3 1 4 4 0 4
split_gain=0.193241 0.77798 1.02946 1.03477 0.985096 0.794568 0.446987 1.01837 0.440946 0.408963 0.628337 0.427974 0.736264 0.689459 0.460549 0.406233 0.628684 0.251545 0.847633 1.74645 0.628283 0.608781 1.17181 0.457081 0.358847 0.693868 0.441149 0.847153 0.48995 0.751278
threshold=-0.06828999999999999 86.329079026800017 63.705703859100005 -0.055334999999999995 65.29995953045001 0.10507500000000002 -0.072524999999999992 39.337369931850013 0.11922500000000003 40.890797847750008 86.162394622750014 61.987779113750001 0.10371000000000001 86.103248543850015 85.925810307250018 0.087555000000000022 41.50623664750001 -0.086139999999999994 41.535369675400013 -0.081629999999999994 41.685324604100011 -0.083424999999999985 42.047301293400004 -0.078649999999999984 0.083365000000000022 67.300172379550006 36.491284729650012 37.038444968100009 89.953120586650016 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -4 9 17 -8 -7 -2 11 13 14 -11 -13 -5 -17 24 19 -19 -20 -22 -23 -24 25 -1 28 -28 -26 -30
right_child=1 2 4 15 -6 8 7 -9 -10 10 -12 12 -14 -15 -16 16 -18 18 20 -21 21 22 23 -25 26 -27 27 -29 29 -31
leaf_value=7.2417578139106922e-05 0.00031766519259147886 0.0021040822919172965 -0.0018017184212270475 0.0012752193573709093 0.00019619266770410957 -0.0023845840134822317 0.00074291752150721063 -0.0017774809021969468 -0.00035852179786450991 -0.0018760298273840599 -0.0024509351646156792 0.00033987700765119141 0.0017209841903247734 0.0019972444952978696 -0.0018529675732207212 0.00088158737462845649 -0.00017318527779740643 -0.0022149998208483741 0.0013975196046211423 -0.00012570429792289759 0.0011183258138522444 -0.0023974770060563992 -0.00011403762216641449 0.0012015509927850913 0.0015115444140925119 -0.0011682924316124849 -0.0018395448459971487 0.00021051250394218108 0.00077706869146386447 -0.0023365472700473226
leaf_weight=9.3806935528227751 5.5332386816880881 1.9593643210828293 0.98064940981567161 2.3842816366814068 29.236528904076749 0.93873677845112868 1.0418874469032737 1.5090709400210469 0.73740698024630547 0.96303250246455741 0.54905769415199746 0.91794279544410551 0.86715665459632862 0.21639175713062286 0.61489445832557976 4.4067873768508417 4.2852018931880593 1.861747561818446 1.6497859051742114 8.8515534785092331 1.8083135687193124 0.79699556331615706 6.0370248937106199 1.2206353001238337 2.077616652626602 2.1256907914544163 0.78952078886504651 42.07371691190383 1.3822975522907652 0.37980413325749385
leaf_count=440 86 18 25 49 917 31 22 32 23 161 7 47 6 4 9 35 30 64 28 119 31 26 113 68 49 657 23 808 59 47
internal_value=0.000119591 0.000210196 0.000330039 0.000790601 0.000131354 -0.000246994 5.9989e-05 -0.000748075 -0.00149323 -3.07923e-05 -0.000497817 -0.000198222 0.000277072 -0.00116539 -0.000539778 0.000558249 0.000361578 8.56162e-05 -9.18349e-05 -0.00048878 0.000277546 9.02074e-05 -0.000140611 0.000107226 0.000153372 -0.000156791 0.000229789 0.000172751 0.000866501 0.000105959
internal_weight=137.577 54.5907 43.2528 13.0356 30.2172 11.3379 82.9864 2.55096 1.67614 9.66171 4.12848 3.57942 2.39999 1.17942 1.53284 11.0763 8.69199 80.4354 22.2261 10.7133 11.5128 9.86297 8.05466 7.25766 58.2093 11.5064 46.703 42.8632 3.83972 1.7621
internal_count=4034 1448 1074 132 942 374 2586 54 54 320 234 227 62 165 56 114 65 2532 449 183 266 238 207 181 2083 1097 986 831 155 106
is_linear=0
shrinkage=0.00196078


Tree=872
num_leaves=31
num_cat=0
split_feature=0 3 1 2 2 2 1 4 2 4 2 4 4 3 3 1 0 4 4 0 3 4 4 4 0 2 3 2 0 4
split_gain=0.0467444 0.0981249 0.046019 0.167256 0.13869 0.133196 0.130723 0.403004 0.237434 0.122939 0.0747406 0.17391 0.0555087 0.19437 0.0514335 0.165219 0.080908 0.256027 0.461584 0.279701 0.197021 0.216455 0.194874 0.352251 0.175403 0.153821 0.133473 0.285947 0.22656 0.234614
threshold=71.131225215400022 0.049900000000000007 58.167480110400007 -0.23349 -0.082094999999999987 0.049235000000000008 61.622148808000013 35.171584490050009 -0.016334999999999999 40.80591513400001 -0.13734499999999997 49.122847560300009 32.724174661450007 0.088555000000000023 0.21629500000000004 62.068432857650002 85.995710218650018 42.719328117250008 44.262924377150007 85.925810307250018 0.091645000000000018 47.927946529500012 40.377444152000002 38.969453495950006 86.135510041400025 -0.041369999999999997 0.10546000000000001 -0.073609999999999995 85.705356740550016 42.402981339000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 10 -6 7 -4 9 -9 11 -5 13 -8 16 -16 17 19 -19 22 21 -20 23 -14 -18 26 27 28 29 -24
right_child=2 -3 6 4 5 -7 12 8 -10 -11 -12 -13 14 -15 15 -17 24 18 20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10529985988765489 -0.012554810481820092 0.012997986501038403 0.084291657628708549 -0.027569723904379034 0.064908799185859747 -0.10404512172108632 0.031266339644393043 -0.10695791829515543 0.022162136895278153 -0.027441111319364178 0.098721231670251847 0.1034856672308405 0.010072654640805196 -0.10696162661565028 0.044508816032070408 0.00046230540424429362 0.020771287399225548 -0.089358606210201308 -0.10201069693409295 -0.05250454636358496 0.10289257322732143 0.10139205384095396 -0.028161008195749088 -0.054889506315687044 0.0010730077620489428 -0.023776355376480093 -0.0031879117063234597 0.074718129712482359 0.033710332941325159 0.054160142130980006
leaf_weight=0.12595983137407429 0.97900681523606181 0.1581584918894805 0.25732300950949039 0.20884476123319473 0.082880513451526694 0.10677439580467762 0.2104704163483565 0.58129416700103309 0.30469178980638378 0.29215679709159303 0.35692288586869836 0.19654738157987595 1.9070908060457434 0.19689164632245593 1.1547771086916316 3.2437147681821443 4.7894880827516308 0.88674976411675632 0.14736070267099421 1.0061786388978351 0.21932704746723175 0.081118002533912659 1.6542566871212288 1.4843983646933336 80.468426527008774 1.209869696958777 2.8478903622599319 0.90920938551426012 2.4894736143760383 0.43783260625787068
leaf_count=175 48 16 40 49 14 33 91 39 26 28 9 2 73 46 16 70 56 127 75 25 3 2 83 26 2750 44 21 8 23 16
internal_value=0.00106103 -0.0394477 0.0011669 0.0164668 0.0463126 -0.0302111 0.000890224 -0.0290835 -0.0538462 -0.0803607 0.0653508 0.0359702 0.00129866 -0.0355438 0.00144168 0.0120262 0.000978611 -0.00572215 -0.0475658 -0.001718 0.0351927 -0.0297955 0.00223102 -0.0183602 0.00217959 0.0095447 0.0143793 0.0234909 0.0133248 -0.0109328
internal_weight=108.995 0.284118 108.711 1.93098 0.95197 0.189655 106.78 1.43547 1.17814 0.873451 0.762315 0.405392 105.345 0.407362 104.937 4.39849 100.539 15.2808 1.33456 13.9462 0.447806 0.228479 12.94 3.39149 85.2579 9.54853 8.33866 5.49077 4.58156 2.09209
internal_count=4034 191 3843 155 107 47 3688 133 93 67 60 51 3555 137 3418 86 3332 526 207 319 80 77 294 99 2806 195 151 130 122 99
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=0 0 3 4 2 1 1 0 1 2 2 3 2 4 4 1 0 2 0 2 3 1 1 0 3 1 3 2 0 2
split_gain=0.126598 0.241391 0.253133 0.189857 0.159159 0.153042 0.646221 0.440532 0.438357 0.371551 0.531958 0.46767 0.503284 0.360718 0.354501 0.592845 0.523577 0.312873 0.303268 1.15625 0.556377 0.841635 0.308403 0.618359 0.298618 0.27639 0.272997 0.267072 0.365187 0.440278
threshold=76.451683855550016 71.332859575200004 0.10507500000000002 44.952171034750002 -0.23349 66.590419433100024 66.351146659450009 93.399723909900004 68.910558799650019 -0.059424999999999999 -0.054619999999999995 0.082535000000000011 -0.122165 34.41230404325001 37.784765830350004 67.649671936450019 90.767723400200012 -0.068964999999999985 96.039789794050009 -0.101395 0.090735000000000024 69.999384342500022 70.776348742200014 94.75470680765001 0.084090000000000012 65.611820673600008 0.093735000000000027 0.070580000000000018 96.531777631850005 0.20167500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 8 14 11 -11 12 -9 -10 -7 16 -16 18 19 20 21 -13 -21 -24 -20 -2 -22 -12 29 -29
right_child=5 2 -4 4 -6 7 -8 9 13 10 27 17 -14 -15 15 -17 -18 -19 24 22 26 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0020139754365946483 0.00021041905940364294 -0.0020109050855242902 0.0019916661771273501 -0.00026610295996316288 0.0011369473326363082 0.00093470905940731201 0.0012549869862665123 2.3684330457982022e-05 0.00036926682849169564 0.0017987662805435216 0.00041158786464016338 0.0014024952003067344 -0.0020900493620402698 -0.0021519852260288006 0.00012039884512899155 0.00033063637787544332 -0.0021617081191746897 -0.0012363255591423346 0.0013170811970739204 -0.0021603894376981216 0.0015976832246165761 -0.0021465665019826711 0.00096200413030260012 -0.0020529590896697638 0.00016711249878596045 -0.00043760485129740396 0.00022758523474122316 -0.0021427126825183801 0.00014294601303795919 0.00029916530065807932
leaf_weight=0.14908411024225543 73.572411771612678 0.45456936516347912 0.07011822983622551 0.7384317920623289 0.53682496625697218 0.90450527414213766 2.2472584098577491 0.88257413843200538 0.29177825339138486 0.89887070563964044 14.690822869126352 0.42550341226160548 0.8503605709975115 0.86480678117732168 0.62230517156422172 1.8067816609982399 1.0201142510195493 0.70554280304349859 0.92751815321844233 1.0845775402558566 1.2294819692615422 0.64830730704125017 0.4829225910361854 0.57051602755382191 13.567637432979152 2.620595460291951 1.0254971460672093 0.64123572196694911 6.0814262051267178 0.50939922274301352
leaf_count=173 1163 212 2 40 8 15 30 511 6 21 381 6 137 92 9 38 51 43 42 59 15 51 6 43 482 42 33 32 275 16
internal_value=0.000156934 -0.000339068 -0.00147601 7.97499e-05 0.000324517 0.000164418 0.000218695 8.04956e-05 -0.000442941 0.000144276 0.000320359 -3.51187e-05 -0.00101354 -0.00151593 -0.000157895 -0.000444415 -0.00129703 4.69199e-05 9.22754e-05 -0.000301262 0.000421427 -0.000740231 -0.00142645 -0.000670825 0.000240697 0.000188131 0.000974604 0.000259742 -4.871e-05 -0.00106167
internal_weight=131.122 1.94903 0.524688 1.42434 1.27526 129.173 78.4403 50.7325 5.51029 45.2222 22.8218 22.4004 1.73293 1.15659 4.35371 3.4492 1.64242 20.6675 19.962 5.46681 3.32879 1.07381 2.13802 1.05344 14.4952 76.193 2.25498 21.9229 7.23206 1.15063
internal_count=4034 435 214 221 48 3599 1235 2364 211 2153 725 1428 648 98 113 98 60 780 737 213 105 57 108 49 524 1205 48 704 323 48
is_linear=0
shrinkage=0.00196078


Tree=874
num_leaves=31
num_cat=0
split_feature=2 4 2 1 2 3 1 2 3 2 4 2 1 4 4 3 1 3 3 4 3 1 2 1 3 3 0 1 2 1
split_gain=0.0474875 0.222703 0.0905207 0.244316 0.198097 0.293971 0.326018 0.285399 0.241339 0.205642 0.101263 0.0857763 0.291904 0.302534 0.264476 0.0579774 0.162299 0.132398 0.147759 0.169084 0.150883 0.243024 0.272707 0.146294 0.94648 0.38767 0.433219 0.24507 0.308478 0.416497
threshold=-0.63113999999999992 41.035283712600005 -0.59260499999999994 78.285212300550015 -0.50001499999999999 0.098105000000000026 72.378669787950017 -0.5775499999999999 0.081515000000000018 -0.54526999999999992 40.890797847750008 -0.25073999999999996 62.272755675600003 35.879804895950009 39.110279783550006 0.41214500000000009 62.068432857650002 0.11660000000000002 0.11278000000000003 38.539340721750001 0.11002000000000002 62.079186690200011 -0.087234999999999993 61.977025281250008 0.10371000000000001 0.094175000000000023 85.812895065800021 62.009286778800011 -0.071864999999999998 62.00390986255001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 7 -4 -8 -9 -2 12 -6 -14 -15 17 -17 18 20 -20 23 -22 -23 24 25 -13 -27 28 29 -25
right_child=2 -3 4 -5 11 -7 8 9 -10 -11 -12 15 13 14 -16 16 -18 -19 19 -21 21 22 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.010152555988801201 -0.025936520399522024 -0.083780098453798163 0.1006371686511156 0.09146558013944367 0.083270582079970706 -0.11945946929954865 0.060495897516263247 -0.1061705617149493 -0.10635385342024402 0.034820156706403302 0.026767676849214939 -0.013074632557200953 0.089767862620983907 -0.10763129092460764 0.037935926722857824 0.045800677271636378 0.00049238057729326034 -0.013647401923798328 0.070607021080798388 0.0066070903069342136 0.01595879963350871 -0.0061973553172220862 -0.099984205799919096 -0.014384867073167698 -0.10601369731165496 -0.0036535316755404918 0.062691696893191443 0.0017358535448048378 0.054990016382315571 0.060055597128961316
leaf_weight=0.8180272293791393 0.63832954536337527 0.36503373706000275 0.32441598782315839 0.40854377731557168 0.53775270970254385 0.32143760378312425 0.10893628960073443 0.17721118382178236 0.42454105200704362 0.24853751620685127 0.8499737857200671 8.3032118048931753 0.20463908656893182 0.33413620258761512 0.19923431086863275 1.092782779131084 2.8591093359536899 6.0636371204213892 0.65361609517503794 1.1204287309019489 0.83997720089973826 0.61210269036746479 0.62825091577451497 2.7038665215368383 0.91750575578771609 2.2982589183375248 1.7213784591294823 70.063989237238331 1.9950492931529868 1.0409789456753062
leaf_count=49 25 15 4 60 24 21 37 64 65 36 28 523 10 33 23 15 53 102 19 26 10 13 27 97 18 38 18 2552 22 7
internal_value=0.00109531 -0.0188304 0.00131421 0.0229663 0.000925996 -0.0339375 -0.0125218 0.0299772 -0.0722831 -0.023865 0.00416298 0.00146308 0.0272336 -0.0135979 -0.0532564 0.00114362 0.0130211 0.00066931 0.00160378 0.0301868 0.00104732 -0.0255746 -0.0537013 0.00166929 -0.00802926 -0.000733764 0.0247583 0.00336329 0.0232286 0.00630783
internal_weight=108.875 1.18306 107.692 1.89685 105.795 1.60508 1.28364 0.750165 0.533477 0.425749 1.4883 104.19 1.27576 0.73801 0.533371 102.914 3.95189 98.9623 92.8986 1.77404 91.1246 2.08033 1.24035 89.0442 13.2404 12.3228 4.01964 75.8039 5.73989 3.74485
internal_count=4034 64 3970 113 3857 227 206 104 102 100 53 3630 90 66 56 3540 68 3472 3370 45 3325 50 40 3275 597 579 56 2678 126 104
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=1 2 1 4 1 2 1 1 3 3 0 3 4 3 2 3 3 0 0 3 4 3 0 1 3 2 4 3 2 2
split_gain=0.0447541 0.17165 0.14711 0.0689071 0.0846518 0.101906 0.0543195 0.0562565 0.0442117 0.51789 0.657901 0.413975 0.312459 0.332139 0.368459 0.293016 0.415911 0.4474 0.211641 0.173125 0.169678 0.1657 0.163796 0.20078 0.273206 0.364899 0.188826 0.266512 0.391117 0.322958
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 38.903925214650009 83.116371560950014 -0.086139999999999994 87.030766598900016 87.33187390945001 0.09013000000000003 0.089415000000000022 89.493394246350007 0.090735000000000024 43.752965619700007 0.091645000000000018 -0.048954999999999992 0.089305000000000023 0.088350000000000026 87.278104746850019 91.066142252700018 0.088655000000000025 43.047778594550003 0.094725000000000018 97.39208423365001 78.10777406390001 0.10828500000000003 -0.046635000000000003 39.685256516350002 0.10249000000000003 -0.070909999999999987 0.022350000000000005
decision_type=2 2 2 2 2 2 2 2 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 -5 -3 -8 9 15 -11 -10 13 14 18 16 -1 -18 -13 -19 22 -14 26 24 25 -24 27 -15 -29 -30
right_child=1 6 -4 4 -6 -7 7 -9 11 10 -12 12 21 20 -16 -17 17 19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.00250382605160434 -0.030432048261510317 -0.10293668471410017 -0.1027702887112775 -0.10130108017760381 0.09483434333685703 0.1014635703146992 0.091112671108400933 -0.10028163800952331 0.045647851022832198 -0.12585734440403135 -0.0074739524608098172 -0.041426137443098511 0.08319942990120846 0.03240124242712536 -0.090199579357400944 0.051556691202019368 -0.067261971561298095 0.031486633387990286 0.027803619975716481 -0.02966789747338049 -0.027175129549926971 0.0084045859301772746 -0.091598802707344815 0.0079985739181896078 0.0025309542482984319 -0.0070373981621238372 0.0013831543754306954 -0.023847022318188887 0.069833925649122261 -0.0004721873286676744
leaf_weight=47.203315043199837 0.11342730328851758 0.24391175679056587 0.091607524610282098 0.05853504703895851 0.22144264988583018 0.042990610003471375 0.033010807506798301 0.028717066046397122 2.2040559717388524 0.73624623173964154 1.2954000587742482 0.94514683409215672 0.69952356988505815 5.529690119015866 0.81822070426278415 1.1256118770688761 1.8406073316582472 0.97063897951738887 0.82882100902497768 0.88498111336957663 1.9034814883343631 0.51371593069052324 1.0663352006085918 3.1098418471519835 1.7698719453910596 0.97863633316592258 27.41792415099917 2.9228606387041509 1.1257777282735335 1.5570261524990199
leaf_count=1844 29 155 398 81 9 1 5 282 33 43 34 16 22 117 33 12 30 22 31 29 46 34 63 72 65 13 393 71 21 30
internal_value=0.000992976 -0.0220877 0.0124362 0.0366201 0.060169 -0.0154412 -0.0817288 0.00207213 0.00117205 -0.000843896 -0.0503748 0.00321314 0.00138594 0.000168577 -0.034686 0.00109035 -2.56852e-05 -0.0323292 -0.00908109 0.00232085 0.00207544 0.0515294 0.00329972 -0.0108609 -0.0262351 -0.0511313 0.00584316 0.0168248 0.00145937 0.0290302
internal_weight=108.281 0.833643 0.528003 0.436396 0.322968 0.101526 0.30564 0.0617279 107.448 54.0568 2.03165 53.3909 51.1869 49.9736 2.59219 52.0252 50.8995 3.69623 1.77397 1.85562 47.3814 1.21324 45.478 6.92469 3.81484 2.04497 38.5533 11.1354 5.60566 2.6828
internal_count=4034 960 518 120 91 82 442 287 3074 2014 77 1060 1027 971 80 1937 1925 81 47 51 891 56 845 213 141 76 632 239 122 51
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=0 0 1 3 4 3 1 4 0 2 1 0 4 0 0 3 1 0 2 2 2 2 0 4 1 2 3 1 2 2
split_gain=0.0481053 0.442889 0.439757 0.266239 0.205164 0.185396 0.232312 0.186855 0.417792 0.510758 0.331495 0.308474 0.461598 0.410742 0.496839 0.367542 0.27016 0.637615 0.266013 0.256732 0.235983 0.277535 0.17268 0.170667 0.650529 0.569288 0.676529 0.379919 0.205638 0.213553
threshold=91.066142252700018 90.407470010750018 67.649671936450019 0.085235000000000019 41.872294782850005 0.12535000000000004 68.910558799650019 38.748048509250005 94.047642319350018 -0.033799999999999997 70.727956495850009 94.773526014550015 36.124181380200007 95.050437202000012 96.531777631850005 -0.075324999999999989 71.096275259700022 95.469836670350006 -0.14429 -0.02903 -0.061874999999999999 -0.11103999999999999 95.620390325650007 38.400997490450003 63.705703859100005 -0.091639999999999985 0.096010000000000026 62.837331883000012 -0.10946499999999999 -0.14259499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 -2 -3 7 -7 11 9 20 18 12 -4 -13 -15 -16 -12 -18 -10 -14 21 -9 -20 -1 27 26 28 -25 29 -26
right_child=2 4 5 -5 -6 6 -8 8 10 -11 16 13 19 14 15 -17 17 -19 22 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.015731940436182156 0.013120121973301001 0.01815125259998512 0.0047907700160691917 -0.080654391696540428 0.077763529716131624 -0.0010624910190334584 -0.10607124659082799 0.071062690167693038 0.0092358417488048496 -0.029069453039177042 0.049054701935473358 0.07642327530879145 -0.11186856151767995 -0.10859021076016154 -0.13228431516377245 0.008079707050175227 -0.10264344346487911 0.0036865890853754243 -0.10694815930416085 -0.034858460633053312 0.10239421139058397 -0.0075782538408714411 -0.0086424155597777785 0.00019284048676374834 0.03837348714789434 -0.1119873961486003 -0.09417602915060555 0.05607590711530841 0.10653122401758859 -0.10883810708577257
leaf_weight=7.0128756049657559 0.41852883288083731 1.2625753802713 1.4872627444274242 1.0945782441995104 1.0637638912594409 0.49646180123090644 0.36598925526868697 1.0907281216204867 0.54119569530303124 0.87867327288040797 1.2330090722171032 0.66465088678523887 0.81783706432906911 0.44110289472155262 0.19449437340767861 4.5672338944646071 0.57855392650936011 22.353747357929024 0.6435333421104612 0.91972869867458917 0.84803444892168056 0.76247922750189912 0.24736696487525478 54.042094314502719 0.45751989457676256 0.94550224958766094 0.61285117067018291 1.2445699161034998 0.31899677217006694 0.12559241452254355
leaf_count=310 16 24 32 53 32 2 68 37 31 42 29 17 34 32 100 343 203 1133 66 21 16 10 14 1124 89 93 17 38 2 6
internal_value=0.000895924 0.00254072 -0.00181887 -0.0547161 0.0454101 0.000226488 -0.0456239 0.00125978 0.00516045 0.0371582 0.000685423 -0.0112575 -0.0361028 0.00239774 -0.00705887 0.00234649 0.00345575 0.00100401 -0.0460613 -0.0711056 0.058701 0.0387068 -0.0796526 0.00100075 -0.000788227 -0.0511 -0.0130996 0.00145084 0.04198 0.00666663
internal_weight=107.732 67.0863 40.6452 1.51311 2.32634 39.1321 0.862451 38.2696 29.1773 3.57992 25.5974 9.09231 3.22483 5.86748 5.20283 4.76173 24.1653 22.9323 1.4321 1.73757 2.70124 1.85321 0.8909 64.76 57.7471 2.46046 1.51496 55.2867 0.902109 0.583112
internal_count=4034 1735 2299 69 56 2230 70 2160 1581 105 1476 579 87 492 475 443 1365 1336 111 55 63 47 80 1679 1369 207 114 1162 97 95
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=2 3 2 1 2 3 1 2 3 0 2 2 1 4 4 2 0 2 3 0 2 4 1 2 1 4 0 4 4 4
split_gain=0.0431452 0.132058 0.0833332 0.207637 0.160728 0.264324 0.270546 0.265579 0.241464 0.182362 0.100665 0.0748903 0.249452 0.314902 0.224489 0.0959784 0.209348 0.0711142 0.482538 0.293872 0.26372 0.147989 0.163602 0.209204 0.146857 0.12107 0.311112 0.122834 0.159202 0.0950787
threshold=-0.63113999999999992 0.097450000000000023 -0.59260499999999994 78.285212300550015 -0.50001499999999999 0.098105000000000026 72.378669787950017 -0.5775499999999999 0.08092000000000002 91.394134144600017 -0.60024999999999995 -0.25073999999999996 62.272755675600003 35.782584506850007 39.110279783550006 -0.24255499999999999 86.692020874450009 -0.16276499999999997 0.076130000000000017 81.87699236280001 -0.15076499999999998 48.96897326980001 55.887667615750004 -0.23369999999999999 70.206395618550019 40.377444152000002 90.633300493650012 43.218894539100006 44.262924377150007 48.457543166250012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 7 -4 -8 -9 -2 12 -6 -14 -15 16 -13 18 19 21 25 22 -17 -24 -20 -19 -27 -28 -29 -25
right_child=2 -3 4 -5 11 -7 8 9 -10 -11 -12 15 13 14 -16 17 -18 20 24 -21 -22 -23 23 29 -26 26 27 28 -30 -31
leaf_value=-0.044058439072422309 -0.016179126221197031 0.026619529550818335 0.099689412576171546 0.089281949504049246 0.079453007057116193 -0.11771347559326416 0.073016064983166915 -0.10531035642901168 -0.10540846813648359 0.030611255946590022 0.038231073068826199 -0.10893038036292575 0.10131546508909284 -0.10658130099664916 0.033007555741940572 -0.10582302566450896 0.02060824321432729 -0.11921402478151298 0.075424174090238813 -0.098984247466561953 0.0010298017136040119 -0.033871388278147417 0.098513012875382625 0.029214123589344717 0.0062500945433683619 0.1022730449852835 -0.11356979733557802 0.10260130476529344 -0.10151512370683309 -0.10643712526731003
leaf_weight=0.73110013179188971 0.86966501361166593 0.41409318071964663 0.298521811608225 0.36858005379008307 0.5029949421314075 0.29001128536401655 0.094836208531845045 0.1656306857294102 0.37881837952863862 0.24430377990938723 0.55833607735257718 0.24480500270874372 0.17540422125421173 0.30990028163432726 0.18338885765115265 0.073675666341841195 0.25441401809985109 0.22462696293155104 1.104652924921538 0.37959932589183143 96.82157208801857 0.61482455360237509 0.36418230845902133 0.12678611015417129 0.42498295574046085 0.1314304918050766 0.2750720162075595 0.074724778532981873 0.078199459591189679 0.087211142294108868
leaf_count=42 32 22 4 60 24 21 35 87 67 13 21 22 9 34 23 40 24 40 37 74 2828 33 33 122 43 2 41 1 195 5
internal_value=0.000803957 -0.0185018 0.00101308 0.0223663 0.00064394 -0.0321638 -0.0111756 0.0279414 -0.0696839 -0.0243068 0.00509479 0.00111535 0.0262521 -0.0137659 -0.0546867 0.000824549 -0.0429144 0.00104121 0.0157674 -0.0218054 0.000562044 0.00132361 0.0345193 0.0524026 0.0562053 -0.0572006 -0.0323003 -0.0736255 -0.00177583 -0.0260684
internal_weight=106.866 1.14519 105.721 1.79658 103.925 1.47212 1.18211 0.708456 0.473655 0.409934 1.428 102.452 1.17169 0.668693 0.493289 101.281 0.499219 100.782 3.17591 1.64628 97.6056 1.26668 0.651855 0.57818 1.52964 0.784054 0.559427 0.427996 0.152924 0.213997
internal_count=4034 64 3970 113 3857 227 206 104 102 100 53 3630 90 66 57 3540 46 3494 387 307 3107 233 200 160 80 279 239 237 196 127
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=0 4 4 2 0 3 3 3 2 4 1 1 1 2 1 3 3 2 0 3 3 3 2 3 4 4 4 2 2 4
split_gain=0.117377 0.227866 0.257096 0.111709 0.327766 0.924186 0.534063 0.709787 0.508043 0.404028 0.389392 0.737708 0.718209 0.420162 0.387157 0.326921 0.496605 0.820419 0.534938 0.57527 0.707016 0.425947 0.353057 0.415243 0.304961 0.293777 0.316376 0.391304 0.277181 0.402733
threshold=103.33357670195001 40.80591513400001 40.890797847750008 -0.06483499999999999 86.329079026800017 0.10507500000000002 0.09180000000000002 0.08729000000000002 -0.055334999999999995 40.098777110850008 62.020040611300011 61.987779113750001 61.950140699950005 -0.037054999999999998 67.192634054300015 0.083365000000000022 0.091645000000000018 0.15844000000000005 95.620390325650007 0.087795000000000026 0.08729000000000002 0.075810000000000016 0.066710000000000019 0.079605000000000023 40.280372415600006 36.491284729650012 39.110279783550006 -0.037054999999999998 -0.085584999999999994 42.434124620650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 28 5 6 7 10 14 -7 11 12 13 -5 -6 21 17 18 19 20 -17 -10 23 -23 -8 -18 -27 -28 -1 -30
right_child=1 2 -4 4 8 9 24 -9 15 -11 -12 -13 -14 -15 -16 16 25 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0001685773605617072 -0.0019881077715089746 0.0019985409590958349 -0.00081855139061318485 -0.00087200711058158995 0.0020191996185839689 -0.00017068517171364315 0.0012030929264718075 -0.0023425499916445215 6.9309046978198888e-05 -0.0022676902999381366 -0.0017631344712450293 0.0016704940210908179 -0.0024030397712319139 0.0010582456359745794 0.00041169976807154215 -0.0015035478056980615 -0.00058781525604765475 -0.0021623699796150396 0.00037823730853980483 -0.0016551900737260523 0.0011297111788280288 0.0020205815101302519 0.00035074303127603069 0.00070010935853016495 0.00020746927935295402 0.00092753529396848167 -0.00061254113298248947 0.00037945406775680314 -0.00026961989515802563 0.00029826176462253052
leaf_weight=53.263287580544784 0.29391698614131101 0.18969556850424851 0.36269661189726321 0.78177145216613964 1.1126553937792771 0.55521195195615181 1.8493343049194662 0.60373724878445489 5.3242263364163573 0.97105484984058421 0.44660238798678609 0.9230861288961022 0.53155923460144539 0.97338313293403167 1.1943568438291547 0.65540722342121005 1.3211242596153194 0.8149318770465469 4.0688471985049546 1.3609172045253215 0.9754594867117703 1.4831042075966254 3.5701703141021426 2.3927787858992815 3.2817782114580041 3.1665196935646227 1.7984329992905248 10.197625208849784 15.326802131523438 6.9915129164874079
leaf_count=1603 433 11 489 5 20 9 27 30 126 45 33 9 10 149 33 36 27 60 56 35 17 41 30 17 53 40 17 133 275 165
internal_value=0.000134489 -0.000593294 0.000148859 0.00013938 0.000210927 -8.97378e-05 0.000140248 -0.000372918 0.000294162 -0.00150486 -4.76972e-05 0.000190984 -0.000406255 0.000198483 0.00118699 0.000238687 0.00010547 -0.000299562 -8.45584e-05 -0.000713964 7.14659e-05 0.000492798 0.00079561 0.00120539 0.000566308 0.000298986 0.000376254 0.000230735 9.17138e-05 -9.17233e-05
internal_weight=126.782 0.846309 0.552392 125.936 50.3541 10.9175 9.39125 4.26014 39.4366 1.52627 3.6564 3.2098 2.28671 1.75515 2.30701 37.1295 24.3593 7.87556 7.06063 2.99178 1.63087 12.7703 7.44605 3.87588 5.13111 16.4837 15.1626 11.9961 75.5816 22.3183
internal_count=4034 933 500 3101 1058 370 316 236 688 54 206 173 164 154 53 635 421 204 144 88 53 214 88 58 80 217 190 150 2043 440
is_linear=0
shrinkage=0.00196078


Tree=879
num_leaves=31
num_cat=0
split_feature=1 2 1 4 1 2 1 1 2 0 0 0 4 1 2 4 0 4 4 2 1 4 1 0 4 3 2 2 0 4
split_gain=0.0450156 0.14881 0.131076 0.0618215 0.0729136 0.0918185 0.0495505 0.0508668 0.0468717 0.133179 0.404205 0.210965 0.152001 0.500479 0.288175 0.16619 0.150443 0.28207 0.164925 0.147039 0.128903 0.332476 0.262253 0.135154 0.49291 0.284077 0.17649 0.121101 0.528781 0.380468
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 38.903925214650009 83.116371560950014 -0.086139999999999994 87.030766598900016 87.33187390945001 -0.037054999999999998 85.861287312150012 85.683849075550015 85.667718326750006 42.094663496250007 62.116825104000007 -0.0034049999999999996 42.388109226950007 93.399723909900004 40.280372415600006 41.481306584950012 -0.018034999999999999 63.705703859100005 41.147265497500008 62.014663695050011 96.531777631850005 38.179089776100007 0.08674500000000003 0.20167500000000002 -0.053159999999999992 92.313586825200005 40.467253020850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -5 -3 -8 27 10 11 19 14 -14 16 -15 17 -11 -19 -10 22 23 -16 24 26 -26 -22 -1 29 -29
right_child=1 6 -4 4 -6 -7 7 -9 9 12 -12 -13 13 15 20 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0008881595986429023 -0.030137150463240888 -0.10267054315766365 -0.10258428272406156 -0.10117934147541696 0.093678987302167047 0.10132811996288188 0.089304089338127918 -0.10025753510903615 -0.10591691976217524 -0.019457509666901185 -0.10193343357291118 0.1001182300115061 -0.089645828133389074 -0.046266735414812243 -0.0075810237748870305 0.0069544514914901727 0.054221664152585759 0.062623937415897515 0.010575265617332692 0.0012288148980066811 -0.022463294200671492 0.044573679972587078 0.041171343494065142 -2.2411667482829939e-05 -0.019318345661864668 -0.11123350818863434 0.036902888196182058 -0.011543051822117045 0.010744752946118978 -0.088800301242564356
leaf_weight=70.034420218116566 0.10677346601005411 0.22269026371463851 0.084381324751547027 0.052359900919782376 0.19442126760986866 0.039116222411394119 0.030682149863423547 0.026280976936618572 0.14304661297865107 1.2674550991505467 0.46734739001840342 0.19942091370467085 0.65154846664518018 0.64684208505786944 2.1304492545314107 6.3130922102914155 1.7759214192628858 1.3217740971595051 1.1286167241632936 1.2241871764172201 1.0387914637103666 1.2938432084338263 2.2887831758707762 5.5039397517903126 0.59070621534192447 0.78058165308902971 0.96688695601187635 1.3294303733855479 3.6471197905193549 1.2246308789108296
leaf_count=2137 29 155 398 81 9 1 5 282 21 16 17 5 23 23 23 146 31 38 12 215 22 41 32 98 31 43 26 13 33 28
internal_value=0.00084207 -0.0234617 0.0104915 0.0347904 0.0590387 -0.0145849 -0.0813813 0.00184638 0.00101562 0.00438325 -0.0203143 0.00403338 0.00619683 -0.00583747 0.0107568 0.00200818 0.0302783 0.0188412 0.038651 -0.00998129 0.00340806 -0.00278573 0.0176685 -0.00968543 -0.0254347 -0.0716394 0.00615564 -0.000297815 -0.0136919 -0.0485866
internal_weight=106.726 0.756706 0.477052 0.392671 0.285897 0.0914761 0.279653 0.0569631 105.969 29.7332 2.034 1.56665 27.6992 7.61148 20.0877 6.95993 5.49377 3.71785 2.45039 1.36723 14.594 10.1747 4.41923 8.88091 3.37697 1.37129 2.00568 76.2356 6.20118 2.55406
internal_count=4034 960 518 120 91 82 442 287 3074 863 258 241 605 192 413 169 97 66 50 236 316 261 55 220 122 74 48 2211 74 41
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 1 1 0 2 2 2 3 2 3 2 1 0 2 2 4 1 1 2 3 3 3 2 1 0
split_gain=0.0488681 0.5227 0.344522 0.258649 0.237315 0.280393 0.511795 0.157521 0.286103 0.152579 0.446652 0.367457 0.285277 0.439498 0.388854 0.252398 1.19475 0.313003 0.266872 0.35406 0.327246 0.297655 0.281274 0.250208 0.220838 0.20894 0.619607 0.213369 0.200637 0.195405
threshold=66.590419433100024 90.407470010750018 90.767723400200012 65.687097501250022 92.313586825200005 90.767723400200012 67.300172379550006 67.649671936450019 92.501778894350011 -0.059424999999999999 -0.054619999999999995 -0.068964999999999985 0.083495000000000028 -0.074999999999999997 0.084090000000000012 -0.101395 71.787208999250012 93.953546284800012 -0.102645 -0.116995 40.890797847750008 75.271450736300025 83.116371560950014 -0.079634999999999997 0.076615000000000016 0.087245000000000031 0.088220000000000021 -0.093879999999999991 72.01572794030001 95.620390325650007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -9 11 -11 12 13 24 -14 17 23 -16 19 20 21 -19 -23 -17 28 27 -27 -18 -10 -22
right_child=4 2 -4 -5 7 -7 -8 8 9 10 -12 -13 14 -15 15 16 25 18 -20 -21 29 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016719434854727861 0.059397618865023073 0.091432711587869281 0.013349497141538647 -0.043501850915682351 -0.064341094705004584 -0.065620070020595542 -0.08773756086784483 0.089446938103329626 -0.10408814085661738 0.089648661065872243 0.0030718973588532788 -0.078873674988210671 0.086594404039497849 0.082372351756638387 0.062850832218902475 -0.10749979606730492 0.013363391931813035 0.0035234863640550627 0.07359437596709055 -0.074365266980766412 0.086196288077456926 -0.1062136037415195 0.025074628721629362 -0.038161272649824711 -0.092914315603158701 0.10245040632344421 0.0021360100988663702 -0.074626281020248819 0.03749813526272263 0.016805502142073867
leaf_weight=62.340714937489793 0.64321000734344058 1.0538563516456627 1.2183238938450811 1.2937716197920952 0.37811320764012535 1.2323424948008321 0.37379449250147445 0.35839839256368478 0.14781728347952572 0.61542647688657126 18.772086179341901 0.68380868044778154 0.50229454209511359 0.23591404566150487 0.99696731986477871 1.2591691188717962 0.54806425938295433 1.7645800783357102 0.4846063840955156 0.63027679506467382 0.51795143133495036 0.58576062244173943 0.22619989188842737 0.88702899077907016 0.94034440031583699 0.72646028810413543 4.0395595853640316 0.55434171446529468 0.30994333485901393 1.8745159003869956
leaf_count=1587 13 31 24 28 12 81 62 9 44 22 720 62 14 12 16 89 4 34 6 79 9 70 71 25 430 16 132 45 190 97
internal_value=0.000759107 0.00243632 0.0495652 0.000753502 -0.00198456 -0.0335462 0.00531888 -0.000118265 0.000526518 -0.000327805 0.00582014 -0.00698086 -0.00412794 -0.043881 3.65855e-05 -0.00284358 -0.0149976 0.0109132 0.00240223 -0.00375931 0.00519647 -0.0195325 -0.0696387 -0.078842 -0.0651848 0.00835151 0.0174264 -0.030882 -0.00822205 0.0318281
internal_weight=106.196 65.9067 2.27218 63.6345 40.289 2.24935 1.017 38.0396 37.6615 37.3031 19.3875 17.9156 17.2318 1.63402 15.5978 15.0955 8.01462 7.08086 6.08389 5.59928 4.96901 2.57654 0.811961 2.1462 1.39811 5.86843 4.76602 1.10241 0.457761 2.39247
internal_count=4034 1670 55 1615 2364 156 75 2208 2196 2187 742 1445 1383 676 707 693 311 382 366 360 281 175 141 114 664 197 148 49 234 106
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=2 2 2 4 2 1 0 4 4 3 1 4 3 1 1 1 4 4 0 4 3 4 1 4 3 3 4 4 3 3
split_gain=0.155033 0.288632 0.403403 1.26304 0.663235 0.377608 0.604731 0.374754 0.485343 0.339285 0.752592 0.385528 0.32518 0.360219 0.325039 0.346955 0.323565 0.634292 0.322645 0.578435 0.297207 0.288435 0.284332 0.280097 0.966482 1.14208 0.336357 0.899217 0.503438 0.458777
threshold=-0.06483499999999999 -0.085584999999999994 -0.081354999999999997 41.806790701050012 -0.083424999999999985 62.079186690200011 89.705782438650019 42.434124620650003 41.685324604100011 0.083365000000000022 67.300172379550006 37.627645350900004 0.076615000000000016 72.01572794030001 62.116825104000007 62.057679025150001 36.491284729650012 38.064633603500006 89.953120586650016 35.050303764500008 0.084360000000000018 39.749124837650008 61.049507226200006 39.664548207900005 0.096010000000000026 0.09180000000000002 43.047778594550003 43.218894539100006 0.088350000000000026 0.09091500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -6 -7 8 -4 10 11 22 13 -12 15 -9 18 -18 -11 -20 -19 -13 -1 24 25 -22 28 -28 -25 -29
right_child=-2 2 7 4 5 6 -8 14 -10 16 12 21 -14 -15 -16 -17 17 20 19 -21 23 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=0.00073320114471286078 0.00022842408223507877 -0.0022759362126271707 4.5045719790155423e-05 0.0010349007624972583 -5.5772124731471529e-06 -0.0024566954801637461 0.00043612608547853214 0.00045681674049111729 -0.001052015536089472 0.0013919231644475994 -0.0020507284004759774 0.0012383056241556621 -0.0018395076837373135 0.00089484855941277083 -0.00010599775294553594 0.0020423106477998527 -0.0011040698927631228 0.0011826662456710616 0.0007764105048052402 -0.0021847105896181445 -0.00082590470266959831 8.2696627768010124e-05 -0.0021071659276433036 0.00076160875376654212 -0.0021366078345992101 0.0017152764698757483 -0.0022599426290186497 -0.00031649726905025804 0.00018481357549874388 0.0010580582173208822
leaf_weight=0.18705534023683767 49.193598610697336 1.2660843226822205 11.964363663363658 1.4455181543416977 1.7667229345534003 0.780357831623405 0.43143172433747168 1.3519511229824273 1.7812342218821857 1.8051929794673918 0.24957275202905194 0.93558428226969947 1.2598614058483688 0.44285976188177756 1.4824371051945489 0.87349291145801533 1.3959927408513966 1.2477737158478692 1.2518655837402546 0.3180732482633174 1.6037046420969998 7.3859558158401342 0.49161560547508998 8.085030918518898 0.8505650341267027 1.1804750226692702 0.70357230548688576 2.8504913426877465 20.747080360484688 1.3881826750057369
leaf_count=78 1421 61 200 29 35 21 42 11 29 49 59 29 412 188 36 52 70 73 59 51 52 274 60 98 42 18 33 75 334 43
internal_value=0.000142327 8.76936e-05 -9.57023e-05 -0.000549085 -5.48885e-05 -0.00058378 -0.00142677 5.21077e-05 -9.71178e-05 0.000165744 -0.000142659 9.67273e-05 -0.00124625 -0.000166823 0.000605306 0.00107913 0.000243523 0.000194393 0.000826561 0.000176481 0.000241283 0.000212621 -0.0013243 0.000209884 -0.000307309 0.00025154 0.000265543 -0.000207077 0.000346557 0.000133675
internal_weight=126.718 77.5241 23.1436 5.69011 4.42403 2.97851 1.21179 17.4535 13.7456 54.3805 10.9525 9.00021 1.95229 0.692433 3.70788 2.22544 43.428 40.0529 3.37513 1.56994 38.6569 8.32154 0.678671 37.4091 3.63474 2.78418 33.7744 4.94225 28.8321 4.23867
internal_count=4034 2613 516 188 127 98 63 328 229 2097 1100 441 659 247 99 63 997 838 159 110 768 303 138 695 112 70 583 151 432 118
is_linear=0
shrinkage=0.00196078


Tree=882
num_leaves=31
num_cat=0
split_feature=2 0 3 1 1 3 1 1 1 2 4 2 0 4 3 4 2 4 1 0 2 3 3 0 2 2 3 3 3 0
split_gain=0.171256 0.516934 0.778401 0.767133 0.708054 0.475915 0.748318 0.832457 0.557733 0.47644 0.406499 0.697816 0.387909 0.413022 0.376902 0.27008 0.266838 0.750456 0.273995 0.495604 1.13349 0.554814 1.29403 0.539177 0.403891 0.425424 0.343114 0.337001 0.517485 0.395978
threshold=-0.06828999999999999 86.329079026800017 0.10507500000000002 63.705703859100005 65.29995953045001 0.093325000000000033 62.020040611300011 61.987779113750001 61.950140699950005 -0.054619999999999995 42.622319549950006 -0.041369999999999997 87.278104746850019 41.872294782850005 0.11922500000000003 39.861052345600008 -0.072524999999999992 39.337369931850013 68.910558799650019 96.682331287150021 -0.122165 0.091935000000000031 0.090390000000000012 96.039789794050009 -0.14259499999999997 -0.16048499999999999 0.082535000000000011 0.089675000000000019 0.087245000000000031 98.911063077300014
decision_type=2 2 2 2 2 2 2 2 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 5 10 -5 6 7 8 9 -2 11 -3 -13 -14 -4 -7 18 -18 -1 20 24 22 23 -22 25 -20 -21 28 29 -28
right_child=1 3 14 4 -6 15 -8 -9 -10 -11 -12 12 13 -15 -16 -17 17 -19 19 26 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0001615047857420756 -0.0025805234380991684 0.002065456756452074 -0.0023322771017297598 -0.0016049831312682768 0.00019693532486078129 0.0011387299872722019 -0.0020536378323775992 0.0011051754171333065 -0.0023524859176824574 0.00023692209703433449 4.0439038142736296e-08 0.00027305617768472651 0.0018635064723361565 0.000551087144230928 -0.00038010437603276307 0.00014582308379673615 0.00074974186694049189 -0.0015426788485254082 0.00054951904975048677 -0.0012047406424939896 -0.00200772421986419 -0.0021395060342166523 0.0010976685921148389 -1.0312286316644746e-05 0.0019247511368802098 -0.0021368700056688377 0.00040239959055236223 -9.4019388134295397e-05 0.0011398196818635541 -0.0013055071860581062
leaf_weight=55.19695578766914 0.27201939001679321 1.6587325669825066 0.84842035290785023 0.86382597545162099 28.494408487210876 1.6322915498167274 0.84987237871609966 1.5317922215908764 0.61640609556343395 1.5212966288690948 2.3607396874576798 4.3704004874452931 1.6577070849016311 2.0770023763179779 0.68904113257303834 2.9691454353887821 0.93718767970130956 1.3256074674791305 1.3652322758534865 0.70436269274716679 1.7954290222987799 1.306304361860384 1.1259871842339633 0.73118281364440907 0.65570249035954464 0.27175853967492014 1.9011897771852075 6.6405987254129286 2.8589535542878366 0.71941187937454731
leaf_count=1160 4 19 31 25 917 24 51 12 15 166 21 32 51 9 23 48 22 32 86 465 175 69 12 9 5 59 17 292 69 114
internal_value=0.00012874 0.000215316 -0.000164039 0.000315272 0.000143916 4.76606e-05 -0.000384866 -2.5044e-05 -0.000743492 -0.000190443 0.000730191 0.000906729 0.000669593 0.00113362 -0.00145738 0.000498042 7.02161e-05 -0.000593221 9.01598e-05 -0.000105995 -0.00051569 -0.0010428 -0.000650579 -0.00142969 0.000624406 0.000103549 0.000125667 0.000202983 0.000562917 -6.64578e-05
internal_weight=129.949 52.4131 10.9303 41.4828 29.3582 9.39282 4.79139 3.94151 2.40972 1.79332 12.1246 9.76384 8.10511 3.73471 1.53746 4.60144 77.5359 2.2628 75.2731 20.0761 7.2516 4.9589 3.6526 2.52661 2.29269 1.63699 12.8245 12.1202 5.47956 2.6206
internal_count=4034 1448 374 1074 942 320 248 197 185 170 132 111 92 60 54 72 2586 54 2532 1372 415 265 196 184 150 145 957 492 200 131
is_linear=0
shrinkage=0.00196078


Tree=883
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 4 3 2 1 3 0 2 3 2 1 1 4 3 2 1 3 2 4 4 0 1 4 1 0 1
split_gain=0.155781 0.375539 0.374412 0.564816 0.450386 0.444796 0.970679 1.35396 0.475389 0.429883 0.377906 1.05614 0.505063 0.540409 0.490044 0.484763 0.419721 0.358044 0.667168 0.938787 1.20361 0.439749 0.424781 0.591148 0.332214 0.467528 0.392043 0.525153 0.428323 0.372989
threshold=61.987779113750001 85.495657006400009 66.590419433100024 90.297243227400017 89.813320763900023 42.198888176300009 0.097450000000000023 -0.032369999999999996 62.00390986255001 0.089415000000000022 86.329079026800017 -0.095854999999999996 0.089305000000000023 -0.081354999999999997 62.041548276350007 62.095317438950012 42.522337019050006 0.091290000000000024 -0.085584999999999994 62.154463517850012 -0.032704999999999991 -0.075639999999999999 40.241071441700008 38.748048509250005 93.399723909900004 68.910558799650019 37.784765830350004 67.649671936450019 90.767723400200012 69.873026810350026
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -8 -3 -5 11 -7 13 14 -12 -15 -13 18 -10 20 -20 -21 23 -19 25 26 -4 28 -28 -26
right_child=1 2 24 9 -6 6 7 -9 17 -11 12 16 -14 15 -16 -17 -18 22 19 21 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-5.664401015311174e-06 -0.0013881258602504104 0.00098543894760948908 0.00099588010212083781 0.0017040647445670327 -0.00065851993257119853 0.00068672719894219403 -0.0022377083434571834 7.743156688310377e-05 0.00042330526919771416 0.00035748344958109687 0.00051808675434382792 0.00045584921746934693 0.0013282152346208802 -0.00029149208963397545 -0.001065468050528436 0.0016014291633578265 -0.0021497654636600176 0.00088875569965674852 0.00019317992069377274 0.001988363600651548 -0.0017979731619695465 -4.2946743482996175e-05 0.0007868299444476689 -0.00043871969070302826 0.00079591981040161969 -0.0016017070845313931 4.7588450734232875e-05 0.0003056892019480955 -0.0021360121061310706 6.0300842401911413e-05
leaf_weight=23.255788032811324 0.58996040087003976 4.5522867552936068 0.93001279071904619 1.8361331098712974 2.0717018907889715 1.9069081593188459 1.5907840384170411 2.4935859800316384 9.9593963697552663 1.809956671670079 1.4005272611975663 0.30585342273115923 2.2092498652637005 0.80380455777049187 1.6208439618349073 1.4739285705145446 1.066407558362698 2.1502122972160569 2.2495541125535947 0.75043108686804771 2.4257712857797822 0.90253920294344403 9.168067370541392 3.2229065373539925 2.8396862993104142 1.0287357783454352 0.55636528949253283 1.6449133183341471 0.91069532543042442 39.677246652662575
leaf_count=760 187 27 15 43 33 30 44 22 69 20 15 10 14 6 29 59 65 31 15 21 46 27 79 28 54 88 9 38 51 2099
internal_value=0.000139432 0.000171831 0.000180718 0.00028943 0.000237435 0.000274371 -1.01614e-05 -0.000824271 0.00039397 0.00103561 0.000298077 -0.000257253 0.000540609 0.000212248 -0.000331427 0.000933423 -0.00156902 0.000306631 0.000106972 -0.000390869 -0.000839921 0.000879247 0.000530271 9.25088e-05 5.28548e-05 -0.000421537 -0.00012117 -0.000455 -0.00130791 0.000109432
internal_weight=127.404 104.148 103.559 55.9709 52.3248 50.2531 14.8719 4.08437 35.3812 3.64609 10.7875 3.27917 7.50835 5.2991 3.02137 2.27773 1.37226 30.8289 16.2877 6.3283 4.67533 1.65297 14.5412 5.37312 47.5877 5.07072 4.04199 3.11197 1.46706 42.5169
internal_count=4034 3274 3087 733 670 637 294 66 343 63 228 105 123 109 44 65 75 316 178 109 61 48 138 59 2354 201 113 98 60 2153
is_linear=0
shrinkage=0.00196078


Tree=884
num_leaves=31
num_cat=0
split_feature=4 0 2 0 4 1 0 4 3 3 3 1 4 2 2 3 2 1 4 1 0 3 0 3 3 1 1 4 2 3
split_gain=0.137616 0.416844 0.818232 0.62264 0.752395 0.434895 0.397145 0.399318 0.315219 0.889625 0.462737 0.303934 0.442586 0.308253 0.660707 0.896539 0.515334 0.303839 0.268048 0.247789 1.17915 0.46005 0.556324 0.459475 0.650584 0.443723 0.42052 0.406748 0.538881 0.402355
threshold=42.094663496250007 86.329079026800017 -0.097294999999999993 86.83719761350001 43.218894539100006 62.036171360100006 87.350693116400024 42.233786329550007 0.087555000000000022 0.087795000000000026 0.10469000000000002 62.052302108850007 42.488347682450005 -0.11347 -0.086719999999999992 0.08376500000000002 -0.084794999999999995 65.907551067950024 42.066503896600004 71.015621515800021 96.163458868000006 0.099465000000000012 98.674478761850011 0.08766000000000003 0.088220000000000021 70.776348742200014 75.951630643300021 40.890797847750008 0.061925000000000015 -0.059734999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 4 5 -3 -5 -8 -4 -10 -11 -9 -13 17 15 -15 -16 -14 19 25 29 23 -23 -22 -25 -1 -24 -26 -29 -21
right_child=1 3 8 6 -6 -7 7 11 9 10 -12 12 13 14 16 -17 -18 -19 -20 20 21 22 26 24 27 -27 -28 28 -30 -31
leaf_value=0.00019225973593237845 0.00013600469135566142 0.00050504716819108693 -0.0018960207918887245 -0.00095059091949623259 -0.00051262465658052339 0.0016597682756806544 -0.0015032079420030106 -0.0012550659369020352 0.0021014712564110813 -0.0021192010978960448 -0.00013847889379101522 0.0007642303451953973 0.0020281434933426827 0.00032406061024409206 0.0020780616841587314 -0.0020408960432848171 -7.2753873008982479e-06 0.00029695337240666272 0.0010706619420940613 0.00040287532793232894 -0.00017046484341503283 -0.0018900403337629144 0.0016308190994271548 0.0020053881536133997 0.00051502120435639059 0.0011938593860466487 -0.00045826273616066235 -0.0016184682134431443 0.00047463406171596332 -0.0020855952416159755
leaf_weight=67.622733339261686 5.3291301416757051 2.7010328508913544 1.2130328761395488 1.6192390378564621 1.5717744613066313 2.3406388144940138 0.60875561732973693 0.60681540518999355 0.37459555268287692 0.99384378477407131 0.83400545630138367 3.6708934292328221 0.45830219425262031 1.0750140367090346 0.4811512678861608 1.4442463628320181 8.5839176304320848 2.6067534743076521 1.2563623620662827 0.30741518415743496 6.8418598166389364 0.88760191513574627 0.45087887812405858 0.97419410127986239 8.3560007143068997 1.7443918006902084 2.076884265632998 0.8766234828508449 1.0268425503745673 1.3330329619057033
leaf_count=1190 242 14 176 23 11 67 25 10 2 69 45 84 10 31 3 73 328 493 15 13 492 37 7 15 235 15 147 40 10 112
internal_value=0.00013129 2.91689e-05 -0.000344166 0.000146736 0.000671864 0.00104114 -1.74282e-05 5.99175e-05 -0.00109337 -0.000651297 -0.00121544 0.000110193 0.000155414 2.85408e-06 -0.00014345 -0.00103173 0.000103409 0.000555809 0.000171062 0.000158843 -1.69005e-05 0.000105411 -0.00055457 0.000230115 0.000474088 0.000217447 -8.56317e-05 0.000328682 -0.000489325 -0.00161926
internal_weight=130.268 36.5131 8.74461 27.7685 6.61345 5.04167 21.1551 19.5358 3.41548 2.20244 1.82785 18.9271 18.3203 14.6494 11.5843 2.51926 9.06507 3.06506 93.7548 92.4985 23.1313 21.4909 3.41537 18.0755 11.2337 69.3671 2.52776 10.2595 1.90347 1.64045
internal_count=4034 1706 534 1172 92 81 1080 1057 292 116 114 1032 1022 938 435 104 331 503 2328 2313 1108 983 191 792 300 1205 154 285 50 125
is_linear=0
shrinkage=0.00196078


Tree=885
num_leaves=31
num_cat=0
split_feature=4 0 2 0 4 1 3 1 0 0 3 1 0 3 3 3 4 4 4 1 4 3 0 0 0 2 3 3 4 0
split_gain=0.226463 0.448273 0.713457 0.550146 0.727009 0.60568 0.372705 0.505299 0.6325 0.286276 0.234497 0.306414 0.617054 0.355874 0.386359 0.279619 0.226671 0.262975 0.31984 0.46354 0.454479 0.382688 0.351526 0.455201 0.362657 0.274381 0.263761 0.239369 0.460034 0.662648
threshold=42.141702038450013 86.329079026800017 -0.097294999999999993 86.83719761350001 43.218894539100006 62.036171360100006 0.087555000000000022 61.987779113750001 85.764502819450016 87.350693116400024 0.098105000000000026 62.00390986255001 85.425757095000009 1.0000000180025095e-35 -0.144095 -0.25095999999999996 42.233786329550007 42.488347682450005 43.157831852650006 66.590419433100024 42.67709657435001 0.09450500000000002 90.407470010750018 92.805574663100018 97.521130223850008 0.096390000000000017 0.076130000000000017 0.08376500000000002 48.86568841230001 97.39208423365001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -4 -8 -9 -5 11 12 13 14 15 -2 -11 -18 20 -20 21 -19 -22 -24 -25 26 -21 -28 29 -29
right_child=1 3 6 9 -6 -7 7 8 -10 16 -12 -13 -14 -15 -16 -17 17 18 19 25 22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.00020490664129713327 -0.00041592816756787655 0.00034983229177198727 -0.0019139934704519468 -0.00076937959002107632 -0.00042114603830446264 0.001854623851714409 0.00089390606059764548 0.00043849818457161933 -0.0021256096227504078 -0.0012817184704866937 -0.0010573169052834268 0.00078959972331558265 -0.0024596457787583142 0.0017253935142686591 -0.0020847026449943296 0.0013202150933466596 0.00053883662996409619 -0.00046849627813341544 0.00081682389550802521 -0.002064689645846933 -0.0017423864884743075 0.00078305811432625419 0.0015634836153885167 -0.0021249555704982012 0.00033528987731447531 -0.0020211092816108914 0.00049205869601511606 -0.0016784788364645302 0.0011962632207009288 0.00062323373616872261
leaf_weight=96.933608669555724 0.97288360224774828 1.9943159148097063 1.2427922526476307 1.6936669945716882 1.6306141428649423 2.1232051774859428 0.6419097445032097 0.59002515329484573 0.99125925358384848 0.46567237636191094 0.61485196743160475 2.10989943734603 0.3986367848701774 0.45998127013444889 0.34170735499355975 0.5630894391797483 4.1743453285525929 2.1654403423817707 3.2272648105863464 0.23132138720120554 1.2400733940303328 1.6588686585964749 0.36796172731555976 0.50965037030982785 0.42034826457711461 0.27553112107079858 2.6302738913730082 1.2412193905329338 0.57811862365178956 0.78502542515798257
leaf_count=2344 48 12 174 23 11 65 30 39 45 18 16 91 9 12 51 14 93 37 32 144 16 17 10 26 41 100 325 66 24 101
internal_value=0.000155417 2.3409e-05 -0.000358213 0.000147684 0.000686953 0.00112578 -0.00105401 -0.000573273 -0.00116886 4.6048e-06 8.33937e-05 0.000228119 -0.000204826 0.000179684 -0.000198974 0.000220544 7.02432e-05 0.00010252 -1.62803e-05 0.000222255 -0.000352534 7.43899e-05 -0.000995822 -0.000282554 -0.00101295 -0.00011195 -1.57121e-05 7.48333e-05 -0.000346543 -0.000786729
internal_weight=133.274 36.34 8.92704 27.4129 5.74814 4.11752 3.46599 2.22319 1.58128 21.6648 5.46105 4.8462 2.7363 2.33766 1.87768 1.53597 19.9711 19.5054 15.3311 8.96875 6.36234 3.82431 2.53803 1.29796 0.929999 5.74149 5.46596 5.23464 2.60436 2.02624
internal_count=4034 1690 529 1161 88 77 288 114 84 1073 241 225 134 125 113 62 1050 1032 939 792 147 54 93 77 67 760 660 516 191 167
is_linear=0
shrinkage=0.00196078


Tree=886
num_leaves=31
num_cat=0
split_feature=0 4 4 0 4 0 4 2 2 2 3 3 3 3 3 4 4 0 2 2 2 0 4 1 4 3 1 0 4 4
split_gain=0.162274 0.197525 0.255738 0.149588 0.271461 0.64338 0.481514 0.29892 0.469468 0.418711 0.362725 0.318956 0.261211 0.292185 0.450984 0.327841 0.708937 0.226491 0.257241 0.724229 0.62279 0.486898 0.485916 0.420967 0.368643 0.355244 0.351606 0.401994 0.598852 0.727107
threshold=103.33357670195001 40.80591513400001 40.890797847750008 85.995710218650018 41.942745071500006 85.812895065800021 42.434124620650003 -0.086139999999999994 -0.12546499999999997 -0.26894999999999997 0.10507500000000002 -0.27172999999999997 0.10828500000000003 0.087555000000000022 0.080770000000000022 42.719328117250008 43.572676689450006 86.135510041400025 -0.06828999999999999 -0.075639999999999999 -0.058374999999999996 86.565663342300013 39.337369931850013 62.132955852800002 40.636252116050009 0.12535000000000004 64.02831883475001 93.399723909900004 40.098777110850008 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 6 -6 8 9 -1 -9 -11 13 14 -8 -15 -17 -5 19 25 23 24 -21 -20 -22 -19 -23 28 -28 -30
right_child=1 2 -4 17 5 -7 12 10 -10 11 -12 -13 -14 15 -16 16 -18 18 20 22 21 26 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00042782071848692098 -0.0019865435256604231 0.0019849145994233039 -0.00089487722000492365 0.00055935831475419377 -0.0021230680113095918 -0.0020866877935344893 0.0001159943158770058 9.7427681489777249e-05 0.00069630018110898877 0.00082302622046513305 -0.00080877209995084071 -0.0021318289144808362 -0.0020293910530922088 0.0016845462807838145 -0.0020507182917771827 -0.0020470745986396941 0.0015076105662324519 0.0001553522940429793 0.0020673706656789675 3.1733887745635584e-05 0.00016291392286049036 0.00064079397449318739 -0.0014189571621083747 0.00041128361531452484 -0.0009671365966383396 -0.00091625404671018902 0.00016574545144846679 0.00029823474853832142 -0.0026238423357311316 -4.0771750033277368e-05
leaf_weight=0.95077279907855039 0.30128073315211068 0.17051903842002503 0.38907585861193184 5.7281269687227896 0.42114018214124271 0.72560723568312813 2.3458382807730236 8.3566840635030548 5.767829045827968 0.17988643144235605 2.1313166058389461 0.64062385903525798 0.21830818991293188 0.83413107134401776 0.43834777941810887 0.38047343297512271 0.49810548489404027 49.134999282770877 1.1984961330890649 1.5852468068478622 2.2422589343041173 8.4604829391464573 2.0174383735284209 1.1625357721859471 2.1976419915445149 1.218870992102892 3.2829533920157727 21.30980239251312 0.80163946915126849 0.8776955228386214
leaf_count=48 433 11 489 58 55 39 228 159 60 58 29 156 23 14 113 35 13 1157 14 35 19 96 35 42 35 44 72 379 29 56
internal_value=0.000141879 -0.000706509 -1.73508e-05 0.000147717 8.15506e-06 -0.000358389 -0.000114233 0.000127346 0.00042515 -0.000457797 -8.67255e-05 -0.00148401 6.51864e-05 0.000166871 -0.000225137 0.00080412 -3.17654e-05 0.000180656 0.000157938 6.86494e-05 0.000273935 0.000214988 -0.000780627 0.00125194 -0.000396433 0.000129413 0.000293146 0.000181192 -0.00032143 -0.00127381
internal_weight=125.968 0.860876 0.559595 125.107 23.8891 5.86195 5.13634 18.0271 7.53911 1.77128 10.488 0.82051 4.7152 4.4969 2.78419 1.71271 0.878579 101.218 95.4901 53.9566 41.5335 39.1725 3.60269 2.36103 4.4399 50.3539 34.7326 26.2721 4.96229 1.67933
internal_count=4034 933 500 3101 1030 520 481 510 322 262 188 214 426 403 341 62 48 2071 2013 1271 742 686 70 56 54 1201 632 536 157 85
is_linear=0
shrinkage=0.00196078


Tree=887
num_leaves=31
num_cat=0
split_feature=4 2 2 4 4 0 2 1 1 3 3 3 0 0 2 4 2 2 1 2 1 1 3 1 0 3 0 3 3 2
split_gain=0.0538023 0.0928911 0.152662 0.0646137 0.0478452 0.16104 0.394449 0.252841 0.883802 0.24321 0.546311 0.322253 0.241554 0.590211 0.158046 0.234501 0.213318 0.568998 0.560714 0.290735 0.49965 0.179488 0.144948 0.160077 0.406946 0.204138 0.142927 0.132081 0.12794 0.296145
threshold=32.724174661450007 -0.10623499999999998 -0.055334999999999995 30.317390213800007 42.141702038450013 86.329079026800017 -0.097294999999999993 62.132955852800002 62.165217350350012 0.087555000000000022 0.087795000000000026 0.10469000000000002 86.83719761350001 87.350693116400024 -0.11347 42.310579034350006 -0.08786999999999999 -0.083064999999999986 71.504920895500007 -0.053159999999999992 76.279622535200005 65.907551067950024 0.098105000000000026 62.00390986255001 85.425757095000009 1.0000000180025095e-35 90.407470010750018 0.082935000000000023 0.086030000000000009 -0.078649999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 28 -9 -8 -11 -12 -10 -14 15 -15 18 -18 27 20 -19 -17 23 24 25 -6 -23 -16 29 -7
right_child=4 2 3 -5 5 7 9 8 12 10 11 -13 13 14 16 21 17 19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10530647899022963 0.0028033102171588563 0.06123315198673334 0.023405313514738568 -0.10608820073791254 -0.0074908311992527149 0.017012773924455209 -0.094321059903391444 -0.19612345774949536 0.077637389653858982 0.10491710244963258 -0.10494330836112487 -0.0029237517227991669 -0.12825466106926844 -0.10463883544805895 -0.033659786914059818 0.10243396201181616 0.068876947881904668 -0.11611654358334396 0.0068873488160100449 0.00065426799472686234 0.009477170719806317 -0.10519225926493639 -0.051004434913272417 0.033392016576598509 -0.11594385502242047 0.082162617901218635 0.025308625873671331 -0.11212401734206917 0.0086390680239087601 0.10240365510079263
leaf_weight=0.12691231485891308 79.362657573467345 0.17511284141733086 0.054217120777137917 0.1331967654023174 1.2560155902829144 1.618458937853575 0.78494285340821379 0.23825636133551498 0.37150604650378127 0.26416144520044316 0.61386452738224739 0.62471486370486673 0.37257884070277114 0.13612959577585693 0.30677857995033375 0.30062838736921582 1.1066079264892312 0.61619380976480786 1.5537535222158565 6.7156582270143836 0.65184692728394111 0.087915644131498882 0.4393981834873556 1.5828854916326234 0.30283079063519824 0.31834568758495141 1.8485786909653255 0.71347384943510406 4.3217963203787804 0.54220976494252937
leaf_count=107 2146 20 44 27 113 27 174 3 4 2 68 44 4 12 8 10 24 27 51 301 37 16 16 91 9 12 491 57 37 52
internal_value=0.00140333 -0.0316763 -0.00590005 -0.0686269 0.00155457 -0.00202451 -0.0162415 0.00206632 -0.00505757 -0.0492066 -0.0256414 -0.0534867 -0.0019779 -0.00403045 -0.000733345 0.0227903 -0.00551952 0.00167662 -0.0309333 -0.00763791 -0.051554 0.0305444 0.00309801 0.00996853 -0.00978262 0.0106377 0.019384 -0.0885307 0.0185724 0.0384412
internal_weight=107.542 0.489439 0.362527 0.187414 107.052 27.6895 6.18716 21.5024 15.0199 2.28768 1.50274 1.23858 14.7817 14.4101 14.0376 2.37325 11.6643 9.09031 2.57401 7.9837 1.26804 2.23712 3.89948 3.46008 1.87719 1.57436 1.93649 1.02025 6.48247 2.16067
internal_count=4034 198 91 71 3836 1690 529 1161 1045 288 114 112 1042 1038 1034 529 505 389 116 365 64 517 241 225 134 125 507 65 116 79
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=1 2 1 3 3 4 1 1 2 0 2 1 3 3 4 2 3 1 1 1 2 4 2 2 0 1 2 2 2 0
split_gain=0.0484465 0.133521 0.120744 0.0619079 0.0751025 0.0698575 0.0462552 0.048037 0.0418052 0.262217 0.553279 0.639717 0.53247 0.527231 0.324451 0.317848 0.220711 0.527094 0.468779 0.355078 0.395057 0.171254 0.187869 0.168816 0.352887 0.46512 0.17777 0.498848 0.375415 0.299287
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 0.086230000000000015 38.969453495950006 87.030766598900016 87.33187390945001 -0.06828999999999999 86.329079026800017 -0.055334999999999995 67.192634054300015 0.087555000000000022 0.10507500000000002 40.098777110850008 -0.059424999999999999 0.093325000000000033 62.020040611300011 61.987779113750001 61.950140699950005 -0.054619999999999995 39.861052345600008 -0.011675 -0.075639999999999999 86.054856297550018 65.536543845950021 -0.076484999999999984 -0.077085000000000001 -0.078649999999999984 94.496614827150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 -3 -8 23 13 11 -11 -13 16 -15 -14 17 18 19 20 -10 -18 -23 26 -25 -26 27 28 -1 -30
right_child=1 6 -4 -5 -6 -7 7 -9 9 10 -12 12 15 14 -16 -17 21 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00062244047793226737 0.068539954211535178 -0.10243943932535965 -0.10246841351251568 -0.041395984974746891 0.090504749000993007 -0.10121353093770931 0.086869700263246308 -0.1002401055069307 -0.12875278410757143 0.10377431929268613 0.0044195474904573226 -0.11077535075469935 -0.032630893575578628 -0.00581475406476358 -0.11317563014791628 0.10031843645670013 0.04504227304208569 -0.10066175724874614 0.047589639582088825 -0.11236937979574463 0.012166908248489771 -0.026082610289676664 0.028581933516338039 0.0068424056225305108 -0.087210186250805788 -0.0089907020421307032 0.04092336928259388 -0.089077176133081026 0.093425811884407031 -0.023729105728028086
leaf_weight=54.226297874225104 0.047865402978459315 0.20989817429472069 0.081224573969620906 0.088212860267958604 0.19220725749619305 0.049120475984864242 0.029701751071115723 0.025501503917553237 0.23493159376084793 1.2451687343418592 31.302602951221161 0.31573887998456462 0.31035218371835072 0.44966049958020426 0.75263258242921438 0.42756068217568099 1.2817984744906428 0.65160446639310965 1.1921462487662209 0.42872510541928921 1.298449835001519 1.3104383994796083 1.2084833815461022 3.4817852111445964 1.2365901628509166 1.9733727150887714 1.1259036823175836 0.61093772202730789 0.77111098635941633 0.30402931047137827
leaf_count=1778 9 155 398 17 14 80 5 282 4 24 618 18 35 9 45 13 24 51 12 15 166 27 21 24 23 48 12 26 71 10
internal_value=0.00126229 -0.0245227 0.00813311 0.0319366 0.0543052 -0.0174352 -0.0810178 0.000433104 0.00143811 0.00387093 0.00789696 0.0552482 -0.00209835 -0.0114863 -0.0730224 0.0444025 -0.00175994 -0.0187825 -0.00186787 -0.0319175 -0.0094236 0.0152856 0.00014337 -0.000180862 -0.015207 -0.0391236 0.00158201 0.000789796 0.00178259 0.0602966
internal_weight=106.864 0.723732 0.458631 0.377406 0.289193 0.0969859 0.265101 0.0552033 106.14 42.4103 33.6014 2.29882 1.05365 8.80887 1.20229 0.737913 7.60658 3.80586 3.15425 1.96211 1.53338 3.80072 2.51892 63.73 6.69175 3.20996 57.0383 55.9124 55.3014 1.07514
internal_count=4034 960 518 120 103 89 442 287 3074 1082 708 90 66 374 54 48 320 248 197 185 170 72 48 1992 95 71 1897 1885 1859 81
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=0 0 1 3 4 3 1 4 0 2 1 1 0 2 0 0 4 1 4 0 0 0 2 4 0 3 1 2 2 3
split_gain=0.0497833 0.355742 0.345021 0.233616 0.193036 0.157061 0.226743 0.156996 0.335101 0.579062 0.284773 0.270425 0.342383 0.392793 0.265783 0.272735 0.245047 0.227985 0.240595 0.181715 0.400807 0.468518 0.315211 0.298871 0.171177 0.232331 0.255956 0.151201 0.28588 0.170792
threshold=91.066142252700018 90.407470010750018 67.649671936450019 0.085235000000000019 41.872294782850005 0.12535000000000004 68.910558799650019 38.748048509250005 94.047642319350018 -0.011675 70.727956495850009 71.015621515800021 96.039789794050009 -0.15447999999999998 93.805681087600007 92.805574663100018 38.478081868400004 69.873026810350026 47.709122305950011 94.773526014550015 95.050437202000012 96.531777631850005 -0.041369999999999997 35.782584506850007 97.39208423365001 0.10220000000000003 72.187789260650007 0.22598000000000004 0.13747000000000004 0.097015000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 16 9 14 17 -12 13 -13 15 -9 19 -10 -19 22 -21 -22 23 -4 -23 26 -26 28 -14 -29
right_child=2 4 5 -5 -6 6 -8 8 10 -11 11 12 27 -15 -16 -17 -18 18 -20 20 21 24 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0014659515286013659 0.014343835804825462 0.016201241818381847 -0.0029353633362876534 -0.075526001535461781 0.076046867472841145 0.0002642541533175073 -0.1054242118667373 0.07219124105494451 0.018143734876056063 -0.051234198229199092 0.0550809109119944 0.030539601927256826 0.0035446718206738788 -0.10319713544644081 0.090328386012345108 -0.012699703618120287 -0.073052052379711088 -0.10548731714654613 0.0025093057574713277 0.082482702271563721 -0.10795527967612012 0.023840876913196904 -0.00086573096413079657 -0.11114108752220693 0.10271083690431407 0.0052494828007177193 -0.091295385148704625 -0.10536385148590209 0.078307798365870193 -0.0087550095627189559
leaf_weight=64.261334495675328 0.40391794138849846 1.2282614484429353 0.41656609947676793 1.0188894003149469 0.96043804241344322 0.50088542699813743 0.34131594257974029 0.7121964819525608 0.41425605190670711 0.63745419086990551 0.96808854295523161 0.33558211743365973 20.445601519499697 0.635517673824327 1.180459921073634 0.80762872617924586 0.58503903959172099 0.64243450763751753 0.3038506890879944 0.5901601428631692 0.40363621659344051 2.2611957276239991 1.8062923019751869 0.65920300022116862 0.077705353498459195 1.5511670911874942 0.54468723295067889 0.25724519230880005 0.52458020252197357 0.6339731381758611
leaf_count=1679 16 24 14 53 32 2 68 21 22 37 21 39 1013 195 25 22 32 74 15 15 29 25 33 32 1 65 333 60 25 12
internal_value=0.00114291 0.00281628 -0.00166083 -0.050013 0.0424625 0.000138376 -0.0425677 0.00110021 0.00472027 0.0344926 0.000770829 0.00331441 0.00111954 -0.0569818 0.0547301 0.0270805 -0.0104973 -0.0437253 -0.0708098 -0.00609369 0.00468059 -0.00480928 -0.0263877 -0.069241 0.00457871 -0.0154601 -0.0670738 0.00370044 0.00541491 -0.0366406
internal_weight=106.11 66.45 39.6595 1.42281 2.1887 38.2367 0.842201 37.3945 28.4989 3.33774 25.1611 23.8006 22.8325 0.9711 2.70029 1.51983 8.89565 1.36054 0.946285 8.31061 5.42855 4.83839 2.88206 1.07577 4.43476 2.17356 0.622393 21.8614 20.9702 0.891218
internal_count=4034 1735 2299 69 56 2230 70 2160 1581 105 1476 1365 1344 234 68 43 579 111 89 547 468 453 79 46 424 399 334 1110 1038 72
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=4 0 2 0 4 2 1 2 2 0 1 4 0 4 4 0 1 3 3 1 2 0 3 3 1 0 2 4 4 1
split_gain=0.139084 0.528507 0.743674 0.598129 0.577121 0.490062 0.655313 0.396285 0.681392 0.583203 0.506892 0.334512 0.305497 0.296385 0.442144 0.427066 0.402646 0.376933 0.456954 0.331701 0.285944 0.250262 0.249267 0.212506 0.358405 0.616969 0.289216 0.473446 0.202112 0.238882
threshold=42.094663496250007 86.329079026800017 -0.097294999999999993 86.83719761350001 43.218894539100006 -0.086719999999999992 62.084563606450011 -0.086719999999999992 -0.08262499999999999 85.764502819450016 62.036171360100006 42.233786329550007 87.350693116400024 42.558389508100007 43.157831852650006 90.407470010750018 66.590419433100024 0.10010000000000002 0.08674500000000003 70.776348742200014 0.096390000000000017 67.04476885710001 0.076130000000000017 0.098105000000000026 62.00390986255001 85.425757095000009 -0.23349 48.96897326980001 42.066503896600004 63.705703859100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 23 4 5 -3 -7 -4 -9 10 21 -5 -13 -14 15 -15 -16 18 19 -17 22 -10 -18 24 25 26 27 -2 29 -1
right_child=1 3 7 11 -6 6 -8 8 9 -11 -12 12 13 14 16 17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00026028275225163758 0.00058577841334783644 0.0019338261849907307 -0.0021211604740056333 -0.001488825743545719 -0.00033648007896906258 1.9446568941050294e-05 0.0017742789634764551 0.0011032945071838662 0.0016591460879546618 -0.0021738538859624045 0.0014979805627790372 -0.00073660428907710153 0.00048247400363158303 -0.0013820235089325723 0.00076947435952444041 0.001148888023593013 -0.0020510345966709945 0.00087475204975346829 -0.0021722041576619547 -0.00075517480403594129 -0.0020315186456027908 -0.002065300161198525 8.6948338926466287e-05 -0.0010260620152966143 0.00083479966264595926 -0.0024962106694146756 0.0010994662721517268 -0.001741611980158 0.00098608541795809981 5.9161601793492011e-05
leaf_weight=48.172729444037031 0.80300500885277892 1.5063981190323823 0.98966103213024359 0.56233696614799811 1.6602107118815181 2.4478538371622598 1.2288998086005447 0.63573383900802616 0.083713624859227287 1.116486625280231 0.42699030689254869 1.7646068874746585 5.8718223762152801 1.5371223497204471 3.17272867169231 0.55935265310108728 0.21905446552113961 0.99653692265292182 0.52530971970554663 0.94779265667602886 0.28242132064701753 0.40464504497504095 4.8890429654722993 0.58218355476856221 2.0839103263569996 0.40027063060551871 0.7898115994757976 0.57786457100883126 1.1687613405083528 42.948100356059058
leaf_count=771 75 14 58 25 11 13 54 25 4 49 36 23 113 18 32 10 144 14 39 46 100 120 516 16 91 9 21 30 15 1542
internal_value=0.000135134 3.36809e-05 -0.000383014 0.00016524 0.000669627 0.000991892 0.000605973 -0.00106149 -0.000668352 -0.00122268 -6.24867e-05 3.40142e-06 4.38109e-05 0.000116287 -4.74827e-05 -0.000540243 0.000215268 -0.000113065 -0.000597403 -4.85126e-05 -0.000110924 -0.00142686 -4.73643e-06 9.07897e-05 0.000230474 -0.000259368 0.000153103 -0.000388185 0.00017588 0.000165488
internal_weight=129.355 37.0658 8.89428 28.1715 6.84336 5.18315 3.67675 3.65723 2.66757 2.03184 0.915349 21.3281 20.7658 19.0012 13.1294 4.56611 8.56325 3.02899 2.03246 1.50715 5.39052 0.488359 5.1081 5.23705 4.65486 2.57095 2.17068 1.38087 92.2896 91.1208
internal_count=4034 1706 534 1172 92 81 67 292 234 209 160 1080 1055 1032 919 127 792 109 95 56 760 124 660 242 226 135 126 105 2328 2313
is_linear=0
shrinkage=0.00196078


Tree=891
num_leaves=31
num_cat=0
split_feature=4 0 2 3 1 4 0 4 1 0 0 1 0 1 3 4 4 1 4 1 2 3 3 3 0 0 0 1 1 4
split_gain=0.0450229 0.123817 0.343363 0.510948 0.430794 0.417798 0.207758 0.418431 0.442372 0.171485 0.157775 0.146858 0.12819 0.267257 0.122725 0.157199 0.156143 0.120851 0.501523 0.297071 0.267345 0.192754 0.433955 0.285392 0.359987 0.302872 0.280789 0.196029 0.1795 0.174467
threshold=42.141702038450013 86.329079026800017 -0.102645 0.087555000000000022 62.116825104000007 42.686561923500008 86.83719761350001 43.218894539100006 62.036171360100006 87.350693116400024 85.995710218650018 58.613764160050003 85.425757095000009 61.45546440395001 -0.144095 48.96897326980001 48.86568841230001 61.987779113750001 41.770271989050009 62.00390986255001 -0.071864999999999998 0.11243000000000002 0.10371000000000001 0.093325000000000033 85.877418060900013 85.121961326250016 85.812895065800021 58.167480110400007 57.772276765200012 42.006870117350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 10 11 5 -5 7 8 -3 -8 12 -4 13 14 15 16 -2 18 21 20 -19 22 23 24 25 27 -25 28 -1 -21
right_child=1 6 3 4 -6 -7 9 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 29 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.050065865350262653 -0.0040313531442474513 0.0098325661370220769 0.035889522194566162 -0.066064947722518017 -0.10628155871811445 0.0367410709901589 -0.038617512640173102 -0.02317083060476852 0.087409067502168328 -0.00098519216457475744 0.069955668566731313 -0.10875055422060027 -0.049785153595440682 0.088522560457307831 -0.052264484180261209 -0.027723801547250994 0.10329791055012516 0.0054791578753710171 -0.075306475277370763 0.001410273239956837 0.058592819603000536 0.020539460400251661 -0.057797601528113855 0.0010349228784899999 -0.040335318914432435 0.028440276880132617 0.058307423143831943 -0.10496342356271014 0.097747669796418843 0.028553757393583325
leaf_weight=0.22927728660669755 0.27261258737598859 1.8040706552565127 0.076159807847946737 0.54908928464283269 0.39701111907197617 1.4114132380927911 1.3162557464092994 1.4942107424139974 1.2405136078596113 15.127001915648519 0.39667890965938557 0.89662888996463153 0.39989465009421099 0.37112869563861739 0.4182432731122393 0.51734333578497171 0.26958662271499634 1.9433755317586476 0.96962033720046825 57.668994766970357 1.8496382236480702 3.2167329755611727 1.4721138263121236 2.3024816401302819 2.6432697521522641 2.2297202590852976 1.3626310015097258 0.31884674411276137 0.12803220334535581 2.4694006249665099
leaf_count=98 45 12 75 45 28 52 23 11 65 1050 6 110 21 65 65 14 3 21 41 1782 19 38 21 37 42 23 15 150 11 46
internal_value=0.00114121 -0.00238643 -0.0150856 -0.0364499 -0.0112889 0.00794759 0.00123034 0.0201703 0.0414411 -0.0039976 0.0118092 -0.0974267 0.00155246 0.0126561 -0.00639691 0.0117088 0.0493338 0.00234797 -0.00577121 0.00423678 0.0313797 -0.000921731 -0.00738182 0.000672845 -0.01363 0.010662 0.0223279 -0.0479643 0.00289912 0.00252484
internal_weight=105.762 26.9578 5.97579 3.3303 2.35751 1.9605 20.9821 4.5388 3.04458 16.4433 2.64549 0.972789 2.24881 1.84891 1.47779 1.05954 0.542199 78.8041 14.8727 63.9314 3.79301 13.9031 10.6864 9.21426 5.54915 2.90588 3.66511 0.676156 0.357309 60.1384
internal_count=4034 1690 529 310 125 97 1161 88 77 1073 219 185 213 192 127 62 48 2344 476 1868 40 435 397 376 324 282 52 259 109 1828
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 1 4 3 4 1 0 4 1 3 0 0 3 1 3 1 3 2 1 2 2 2 4 3 3
split_gain=0.0470915 0.426925 0.313954 0.220766 0.357666 0.46487 0.217475 0.181801 0.302336 0.180635 0.146086 0.520239 0.35354 0.178786 0.478732 0.23619 0.142272 0.13247 0.213738 0.174363 0.328963 0.200931 0.257926 0.238971 0.280949 0.197618 0.469766 0.358223 0.333171 0.27948
threshold=66.590419433100024 90.407470010750018 90.767723400200012 91.937202686950016 90.767723400200012 67.300172379550006 65.611820673600008 36.491284729650012 0.09914000000000002 34.654301448200009 64.665483411650015 90.297243227400017 43.426640904350009 62.55235532115001 0.085820000000000021 87.48511602295001 89.813320763900023 0.12535000000000004 68.910558799650019 0.11379500000000002 67.940025414550021 0.10932000000000001 -0.011675 69.873026810350026 -0.10051499999999999 -0.079634999999999997 -0.08786999999999999 42.283941020600004 0.083495000000000028 0.084090000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -2 7 8 9 -1 13 12 -12 -9 -15 -16 -8 19 -19 20 -5 23 -23 24 -22 26 28 -28 -25 -30
right_child=3 2 -4 17 -6 -7 16 10 -10 -11 11 -13 -14 14 15 -17 -18 18 -20 -21 21 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.07014153379953364 0.054756316968733537 0.088784538175361805 0.012385799301798679 -0.10853496499456997 -0.089376273183758015 -0.086739230353531843 -0.0033502338333072385 0.00065135230488947728 0.083295855960977175 0.023554059891278893 -0.10389759881494345 0.10381862091358361 0.054809512440505741 0.091516657461533216 -0.037702760842975712 0.024699186657878108 -0.051733357782598278 0.00044727848120353726 -0.10493280652756387 0.043894202109376154 0.060815429828813265 0.011264906169076426 -0.11504028245004212 -0.060152335877777019 0.00027080029488667581 0.0048130898039715443 -0.10786067539426421 -0.0010514332891507561 0.084051097858856533 -0.0019960208797804575
leaf_weight=0.27347310271716085 0.6285387217067171 0.96473877155221943 1.2157076811417935 0.27865933883003791 0.73740594521223102 0.36821547913496033 1.1863524829968803 54.474581824333654 0.72995205130428065 0.83101603310205974 0.66909934821705863 0.21427218616008759 0.17762119699364121 0.80706493730394813 0.91126562729186877 1.8139041718095539 1.2461483366787431 0.50150000303983588 0.31234564670876352 0.91523108853448221 1.4200281958583221 0.30984063676078222 0.33810694753810722 0.96175926840830683 1.6652067331597198 20.722349123346824 0.82790109585050575 0.50586842531697584 0.39461726088484184 8.6851602712689537
leaf_count=99 13 31 24 16 68 62 23 1175 29 58 49 2 65 38 28 30 19 2 67 36 40 29 23 613 38 786 114 37 11 409
internal_value=0.00103681 0.00268202 0.0461884 -0.00168694 -0.0365761 0.00248581 0.00118421 0.00235531 0.0333584 0.000354896 0.00139246 -0.0353792 -0.0706047 0.00206505 0.0238672 0.00383269 -0.0281365 -8.79556e-05 -0.0399965 0.00078928 -0.000303257 0.00053847 -0.0546427 0.00155472 0.0281374 -0.00100042 -0.0115909 -0.0673504 -0.0041846 0.00174368
internal_weight=105.088 65.5152 2.18045 39.5727 1.73416 0.996754 63.3348 60.9023 1.83444 1.10449 59.0678 1.06099 0.846721 58.0068 3.53223 2.72517 2.4325 37.8386 0.813846 37.0247 36.1095 35.8308 0.647948 35.1829 3.08523 32.0977 11.3753 1.33377 10.0415 9.07978
internal_count=4034 1670 55 2364 143 75 1615 1573 186 157 1387 116 114 1271 96 58 42 2221 69 2152 2116 2100 52 2048 78 1970 1184 151 1033 420
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 4 2 1 3 1 0 0 1 4 4 3 3 1 2 2 2 0 4 0 2 0 4 0 3 3
split_gain=0.147118 0.549481 0.331572 0.469042 0.436766 0.439762 0.260966 0.357791 0.259538 0.307453 0.24824 0.606714 0.353163 0.794341 0.457513 0.3551 0.502547 0.332399 0.368209 0.355287 0.227732 0.527726 0.319668 1.30056 0.39688 0.390143 0.370572 1.03659 0.652535 0.334613
threshold=66.590419433100024 66.351146659450009 91.937202686950016 91.394134144600017 67.300172379550006 47.927946529500012 0.20949500000000004 65.687097501250022 0.12535000000000004 68.910558799650019 87.170566421650008 86.89903215050002 64.665483411650015 41.481306584950012 36.620308449100001 0.089920000000000014 0.084360000000000018 62.55235532115001 -0.06828999999999999 -0.083424999999999985 -0.50001499999999999 86.135510041400025 43.272784938550004 86.256490657300006 -0.095854999999999996 85.995710218650018 42.824128352900011 86.329079026800017 0.11531000000000002 0.41214500000000009
decision_type=2 2 2 2 2 2 2 2 2 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 10 -4 -10 11 20 13 15 -14 16 -12 18 19 -15 21 -1 26 24 25 -24 29 28 -28 -22
right_child=2 -3 8 -5 5 -7 -8 -9 9 -11 12 -13 14 17 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00011547250452513943 0.00077564129119511629 0.0012070361440219041 0.000106141562072525 -0.0021350345106593157 -0.0022138649997219179 0.0012153784761985739 0.0010983122928250558 -0.0010514938633001338 0.00011075250537004337 -0.0021004130583870636 0.0016383137959911959 -0.0011248636704977669 0.00046477444227689815 0.00014423956680998634 -0.00089314928695771604 0.0017948620653606515 -6.5725918450011301e-05 0.0008130789520590637 0.0004317830363355674 -0.0010318147328463268 0.00010407085330812826 -0.0023790082960691611 6.4733731096771385e-05 -0.0030042083972808774 -0.001528780367411834 0.002068538831448515 -0.0020531143543506881 0.001169097111221462 0.0017817312093312435 0.00095225987196638636
leaf_weight=1.1353101772037835 0.90246451320126586 1.9738024873659004 43.467726170158471 0.62278317937307281 0.52294383966000169 0.19829038053285331 1.1210947611652944 0.94834242179058392 0.51939842104911704 0.45229906274107634 1.2085164636373549 1.5238432027399529 2.030405323952436 2.0145264714956288 1.7992318267934022 1.9762732870876787 1.4805719740688799 2.4479707349091768 3.6443922780454141 1.9374047741293905 42.043607688902746 0.45744972769170988 2.6727296631306676 0.61392043903470028 0.50538682324258788 0.43426918983459462 0.71134488887037051 3.8221363723278046 0.22441506094764918 1.8676382061094035
leaf_count=103 17 30 2152 54 65 7 42 24 2 67 42 29 20 13 31 35 20 32 19 29 822 8 144 10 87 3 91 20 4 12
internal_value=0.000133766 0.000185552 4.65845e-05 -0.000688367 -0.000133486 -0.00127106 0.000159238 0.000145294 8.37374e-05 -0.000918486 0.000160518 9.54235e-05 0.000357185 0.000495271 -0.000173202 0.00116384 0.000700095 0.000184733 -1.77562e-05 -0.000432312 0.000129551 -0.000600957 0.000151547 -0.000365722 8.26858e-05 0.000344808 0.000196466 0.000716246 -0.00113344 0.000140146
internal_weight=125.28 78.5946 46.6859 2.24648 1.6237 0.721234 76.6208 75.4997 44.4394 0.971697 74.5513 56.0121 18.5393 14.7097 3.82964 4.66536 2.68909 10.0443 7.59632 3.95193 54.4882 1.59276 52.8954 4.22631 3.61239 3.107 48.6691 4.7579 0.93576 43.9112
internal_count=4034 1670 2364 143 89 72 1640 1598 2221 69 1574 1333 241 190 51 97 62 93 61 42 1304 111 1193 244 234 147 949 115 95 834
is_linear=0
shrinkage=0.00196078


Tree=894
num_leaves=31
num_cat=0
split_feature=4 0 2 0 0 2 2 0 1 0 1 1 0 0 2 0 0 1 3 3 2 3 0 2 1 4 0 1 4 0
split_gain=0.147635 0.254202 0.543483 0.398248 0.481352 0.308884 0.530996 0.472801 0.401475 0.277875 0.243279 0.22186 0.474877 0.411798 0.429376 0.516894 0.476514 1.02026 0.450687 0.677941 0.462537 0.361983 0.361768 0.345788 0.218448 0.586877 0.501344 0.435754 0.301401 0.461281
threshold=42.141702038450013 86.329079026800017 -0.097294999999999993 86.83719761350001 86.643628628100018 -0.086719999999999992 -0.08262499999999999 85.764502819450016 62.036171360100006 67.04476885710001 61.966271448700006 80.468240302450013 97.674372337300014 97.39208423365001 -0.028049999999999999 87.350693116400024 94.300357383600002 71.504920895500007 0.097015000000000032 0.089305000000000023 -0.10051499999999999 0.081280000000000019 91.066142252700018 -0.12546499999999997 61.987779113750001 41.770271989050009 85.877418060900013 62.00390986255001 40.280372415600006 86.420486603250012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 -2 4 -3 -4 -7 8 9 -8 -6 12 13 14 15 -5 18 -18 19 20 21 23 -16 -17 25 -1 -27 -26 -29 -30
right_child=1 3 5 11 10 6 7 -9 -10 -11 -12 -13 -14 -15 22 16 17 -19 -20 -21 -22 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=8.7227104210935803e-05 0.00011745873895503102 0.00010838043332842889 -0.0020570115385413626 -0.0014575964347027439 0.00073385869019009149 0.0010667364289170729 0.0016519488567112461 -0.0021201946348734023 0.0014977957119099593 -0.0020609237948721231 0.0020294463877969186 0.00055735091132072718 -0.0011289774977032696 0.0012821851221818171 0.0011577914297480117 -0.0011652471500823295 -0.0021298283671393119 0.00027304754274720574 -0.00057581172642464772 0.0018397318809160442 -0.00047222966601458621 0.0017813109360709238 2.5904785407027844e-05 0.0020040020093039851 0.00084116630675793 2.5175368058231708e-05 -0.0025612011469799442 6.4693399810874944e-05 0.00069740676574793058 0.00019125984965808848
leaf_weight=15.901173403159193 5.2517580324347364 3.1279965294525054 0.71240765647962723 1.2295533828437388 1.2876628488302233 0.5668445954797795 0.098618485732001826 0.8827444261405617 0.36020990477118175 0.3618562531300995 0.98230986483395089 2.4880848179604973 1.4861065297891389 0.94900310784578401 1.7434982816630515 0.42987107876251685 1.2271316919068342 1.5219973209023008 2.1749431267380714 1.1149973906576631 2.2104846528382027 0.84699306264519691 2.8772067803565733 0.1912454245612023 4.2975573001313014 0.53862471676256862 0.61962179001420736 33.744045282061165 9.347774087033029 26.683622136793929
leaf_count=435 241 30 57 21 4 25 4 48 36 118 54 425 157 13 40 74 133 63 24 13 33 12 60 5 40 32 9 1160 101 567
internal_value=0.00014792 3.79094e-05 -0.000262168 0.000133354 0.000607177 -0.000930596 -0.000577129 -0.00112415 -5.27908e-05 -0.00126575 0.00129451 8.53488e-06 -6.73135e-05 2.82095e-05 -4.82315e-05 -0.000259792 -0.000108237 -0.000799527 0.000164481 0.000500366 9.43979e-05 0.000947551 0.000452992 -0.000189417 0.000189113 -1.09267e-05 -0.00135845 0.000235183 0.000197859 0.000322572
internal_weight=125.256 34.1235 8.23444 25.8891 5.39797 2.98268 2.27027 1.70343 0.820685 0.460475 2.26997 20.4911 18.003 16.5169 15.5679 10.9472 9.71766 2.74913 6.96853 4.79359 3.67859 1.46811 4.62071 0.621117 91.1324 17.0594 1.15825 74.073 69.7754 36.0314
internal_count=4034 1690 529 1161 88 288 231 206 158 122 58 1073 648 491 478 378 357 196 161 137 124 91 100 79 2344 476 41 1868 1828 668
is_linear=0
shrinkage=0.00196078


Tree=895
num_leaves=31
num_cat=0
split_feature=4 2 2 4 3 3 0 4 4 2 3 1 2 0 3 3 2 2 2 1 0 0 2 2 1 1 3 2 0 1
split_gain=0.043952 0.0879933 0.125508 0.062627 0.0480869 0.1953 0.109741 0.0678407 0.0532261 0.119789 0.0981515 0.0802967 0.0629307 0.312391 0.237394 0.277997 0.13576 0.232061 0.280415 0.388588 0.137297 0.0893972 0.0675091 0.191377 0.321808 0.237949 0.22549 0.122633 0.212638 0.494764
threshold=32.724174661450007 -0.10623499999999998 -0.055334999999999995 30.317390213800007 -0.27628999999999998 -0.55648999999999993 76.451683855550016 40.040005255000004 34.654301448200009 0.12427500000000002 0.097970000000000015 69.64719632740001 0.20167500000000002 93.953546284800012 0.09450500000000002 0.084360000000000018 0.17076500000000003 0.13006000000000004 0.086310000000000026 66.590419433100024 93.133566555000002 101.10215645365001 0.048475000000000011 0.0023400000000000005 62.132955852800002 61.987779113750001 -0.046510000000000003 -0.026144999999999998 86.565663342300013 65.536543845950021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -2 -7 9 10 11 -6 16 14 15 -14 17 18 22 -20 -19 -15 23 27 25 -25 -26 -10 -29 -30
right_child=4 2 3 -5 8 7 -8 -9 12 -11 -12 -13 13 21 -16 -17 -18 20 19 -21 -22 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=-0.10548676590670203 -0.0266467062734373 0.057438655787788777 0.02555173359561963 -0.10554733106931927 0.037448343758264883 -0.029059844062037335 0.060323404373892053 -0.10662123326016565 0.00015364503801371663 -0.043153793337593262 0.069270285269440429 -0.027783022885064085 0.055352724898926065 -0.037072676408785199 0.08652274051051001 -0.069736624443802075 -0.02956712599749637 0.087217828909254863 0.026379504662539577 -0.11276965639360124 0.014102523315994818 0.0045296507234895067 0.0095079829221318655 -0.044441732441781394 0.031244234079292822 0.03515638192609729 -0.10847266949116741 -0.013198513408450366 0.064807247116852387 -0.011714343878440447
leaf_weight=0.11498027119131393 0.28144380474623176 0.16684049234231679 0.052942822192561745 0.1168899460733428 0.47053435091220197 0.21644597366002816 0.29946420262740503 0.23543796770627523 78.661194335095999 0.24872175697964838 0.46460175379252178 0.31505813481476252 0.4726035846397274 0.78241423826011702 0.79673703687876696 0.28468469431209087 1.4549651050911041 0.48363653527849126 0.33501463499851425 0.50054164552864222 0.54765059112105519 1.5199135565012509 8.8815315987621926 0.70054945177980632 0.14263728480136717 0.80955385527340695 0.60743508723908213 1.6570687331877838 1.8822707815561446 1.5332003265411911
leaf_count=107 34 20 44 27 23 34 16 67 2651 17 34 44 18 27 28 40 43 24 23 105 38 91 142 43 8 11 99 69 47 60
internal_value=0.00117042 -0.0299576 -0.00416293 -0.0646792 0.00130484 -0.0201661 0.0181873 -0.0694704 0.00151899 0.0202261 0.0328353 0.0112876 0.00124422 0.013775 0.048418 0.00832833 0.00075212 0.00120811 0.000699714 -0.0569781 0.048391 -0.00960832 0.00120768 0.000350411 -0.0283634 -0.00176984 -0.0819034 0.00112547 0.0161957 0.0304568
internal_weight=105.037 0.451654 0.336673 0.169833 104.585 1.03279 0.580908 0.451884 103.553 1.49892 1.25019 0.785592 102.054 3.85635 1.55403 0.757288 98.1972 96.7423 95.711 0.835556 1.03129 2.30233 94.8754 85.9939 2.26018 1.5101 0.750072 83.7337 5.07254 3.41547
internal_count=4034 198 91 71 3836 151 50 101 3685 118 101 67 3567 204 86 58 3363 3320 3258 128 62 118 3130 2988 161 54 107 2827 176 107
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=4 1 4 1 3 3 0 3 3 2 3 3 3 1 0 1 0 4 1 2 1 3 0 2 2 0 2 0 0 4
split_gain=0.0433251 0.103786 0.416275 0.249151 0.157301 0.373289 0.347277 0.258896 0.442766 0.213286 0.236025 0.244347 0.169085 0.206231 0.220768 0.165844 0.162077 0.140034 0.271809 0.109919 0.313997 0.278112 0.288133 0.258365 0.156458 0.202749 0.149606 0.304417 0.783241 0.423742
threshold=42.141702038450013 61.987779113750001 41.770271989050009 62.00390986255001 0.11243000000000002 0.10371000000000001 87.170566421650008 0.086520000000000027 0.082935000000000023 -0.095204999999999998 0.10301500000000002 0.092075000000000032 -0.083619999999999986 61.93938686740001 86.135510041400025 58.167480110400007 76.451683855550016 42.006870117350005 62.837331883000012 -0.094519999999999993 71.246828915000023 0.09450500000000002 96.959242474650011 -0.11103999999999999 -0.14429 97.878695155250014 -0.06483499999999999 86.256490657300006 86.756543869550015 41.243661560350013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 8 12 -9 11 -11 13 14 15 16 -1 19 -19 20 23 22 -22 -5 25 -24 27 29 -29 -21
right_child=-2 3 -4 17 -6 -7 -8 9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20 26 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10052370388354406 -0.0024248985076649986 0.029130109761581272 -0.069272116288785365 0.0057722597313178674 0.018629205020898612 -0.053708325581877249 -0.082737951139015206 -0.008957460052494608 -0.10614147883687129 0.013215932047785178 -0.0034483229046480047 0.074638596884211372 0.023746926339086184 -0.10989198633489586 0.10134407520546683 -0.10098270901589429 0.10129831787747884 -0.012688098192617523 0.05511431141542103 -0.023788231115834668 -0.1036507174361439 -0.066073056771215749 -0.10644622303645546 0.034944365584077285 0.03307089651364075 0.0062274164047742475 0.0032316881580432399 -0.11797596981332253 -0.011465707786087909 0.037495527785098758
leaf_weight=0.061165673248065766 26.616823025641906 3.7155295451520933 0.9519146019592889 10.945013082950025 3.174697080394254 1.4594187177717675 0.47229660302400667 2.1839558759638749 0.5001346765202469 1.1600988556601808 1.3901897985488174 1.4662476466037331 1.1552431372401739 0.25687524329987355 0.15147197246551514 0.21036188858624882 0.11386554688215256 1.0353334285318845 1.3784600881044751 1.955017459316873 0.24750569724710647 0.94475934561410202 0.21577126340707931 4.2013653786707463 1.2363949087405202 0.61460035389693246 24.216018435146683 0.74676313251256843 9.1504797030709124 2.668000590056181
leaf_count=86 1690 40 41 169 38 21 14 44 18 23 8 28 30 58 4 60 3 10 36 20 44 136 12 49 42 229 733 12 306 30
internal_value=0.00105866 0.00224772 -0.00531899 0.00400667 -0.000893442 -0.00675079 0.000761973 0.00532134 -0.0222065 0.0161945 0.0298707 0.0475072 -0.00066773 -0.0362019 -0.000943138 -0.0411453 0.0307704 0.00243927 0.0260322 0.00144265 0.00780544 -0.0203524 -0.00168784 0.0138641 0.0105227 -0.0230507 -0.0015806 -0.00960624 -0.0195021 0.0115794
internal_weight=104.596 77.9789 14.7079 63.271 13.756 10.5813 9.12191 8.64961 2.44912 6.20049 4.01654 2.62635 1.94898 0.79374 0.536865 0.385393 0.175031 59.5555 2.41379 57.1417 18.4054 3.25903 2.31427 15.1464 2.06677 0.830372 38.7363 14.5203 9.89724 4.62302
internal_count=4034 2344 476 1868 435 397 376 362 259 103 59 51 241 211 153 149 89 1828 46 1782 681 463 327 218 283 241 1101 368 318 50
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=2 1 4 3 3 3 3 4 1 4 1 3 3 2 3 1 0 4 0 1 3 2 1 4 0 4 2 4 2 4
split_gain=0.162906 0.393191 0.328214 0.292595 0.777631 0.646487 0.472543 0.522865 0.403105 0.382948 0.973728 0.389316 0.860297 0.339953 0.372682 0.336556 0.755563 0.957099 0.561392 0.316035 0.338964 0.299641 0.663931 0.297931 0.413254 0.258228 0.255587 0.403339 0.686982 1.02356
threshold=-0.06483499999999999 60.613977009100005 40.750688432250008 0.083365000000000022 0.086520000000000027 0.08481000000000001 -1.0000000180025095e-35 40.636252116050009 70.077349628250019 41.481306584950012 62.111448187750007 0.09914000000000002 0.088435000000000027 0.066710000000000019 0.079605000000000023 63.705703859100005 93.692765846100016 39.420767558750008 94.203572890950014 62.55235532115001 0.087905000000000025 -0.018034999999999999 62.837331883000012 39.952536079750011 86.256490657300006 42.198888176300009 -0.085584999999999994 42.434124620650003 -0.081629999999999994 41.806790701050012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 -2 6 5 -5 7 8 -3 15 25 12 19 14 -8 23 17 -17 -18 -12 -21 -9 -23 -6 -25 -11 -1 28 29 -28
right_child=1 3 -4 4 9 -7 13 21 -10 10 11 -13 -14 -15 -16 16 18 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00015884031996112464 -0.0021252889377049622 0.00096417674974827276 0.00026986918012286546 -0.00022244204248820016 0.0011779658311153749 -0.0023659593058679295 0.0018210448927265394 -0.0019302678794546745 -0.00014310708888198295 -0.00081307312036794704 0.0020953522035809012 0.00059606694894846584 -0.0019711969463222833 0.00032898267477683089 0.00070496124592235544 1.3892013603150844e-05 0.0016278312494581856 -0.0025825491744451475 0.00022128267133455698 -0.0016812783825578791 0.00070500202190951547 0.0019969857675928293 -0.0022708472182912639 -0.00015171751518692442 0.00081925089753744908 -0.0023188078606174284 -0.0024580698718232709 0.00031413641448156492 -9.4570027515259735e-05 0.00018541494637961002
leaf_weight=51.837838553490542 0.49491019264678371 2.2910368926823148 0.39593660852369794 1.7095865648170723 2.8448874249588751 0.79137332414666151 1.8194153641525153 0.68720823802505038 2.8198153390785592 1.2306541558355073 0.36346873641014132 4.2259322547170086 0.85096156952931767 3.6889970296651882 3.127691802694244 1.7537810604262625 1.2600982505828131 0.79247690713964392 8.1287822361705349 0.32821758126556211 0.7560171956429258 0.29939259588718392 0.26346761190393408 2.8358851931989193 4.1535738054662943 0.67976375820580859 1.2445204161488175 6.55245864720382 13.160124005532452 1.0285713917910468
leaf_count=2097 27 35 141 45 41 85 86 32 109 18 2 67 58 73 36 35 22 38 234 27 58 6 48 25 34 39 60 185 241 30
internal_value=0.000141736 0.000229899 -0.00106076 0.000254003 0.000150014 -0.000900711 0.00048078 7.52283e-05 0.000353254 0.000237015 -0.000117672 0.000242818 -0.000406605 0.00077949 0.00111543 0.000374445 0.000153139 -0.000794204 0.000410058 0.000513063 -1.73684e-05 -0.00106147 -7.3187e-07 0.000643027 0.000425293 -0.00134884 8.37043e-05 -9.34514e-05 -0.0002665 -0.0012619
internal_weight=122.417 48.5933 0.890847 47.7025 32.7055 2.50096 14.997 6.36092 5.11085 30.2045 8.43502 6.5246 2.29867 8.6361 4.94711 21.7695 11.9351 2.54626 9.38888 1.4477 1.08423 1.25007 0.56286 9.83435 6.98946 1.91042 73.8235 21.9857 15.4332 2.27309
internal_count=4034 1421 168 1253 828 130 425 230 144 698 269 212 145 195 122 429 329 73 256 87 85 86 54 100 59 57 2613 516 331 90
is_linear=0
shrinkage=0.00196078


Tree=898
num_leaves=31
num_cat=0
split_feature=2 3 2 2 4 1 1 3 3 1 2 4 2 2 2 2 1 3 1 4 1 1 3 3 1 4 1 0 1 1
split_gain=0.0393715 0.105668 0.0769172 0.401112 0.203654 0.32491 0.384419 0.158656 0.0993229 0.0740916 0.104808 0.0522347 0.145927 0.682763 0.399053 0.735412 0.510925 0.491866 0.289055 0.446087 0.303421 0.965681 0.286923 0.362856 0.452789 0.370491 0.267763 0.243986 0.183472 0.436395
threshold=-0.63113999999999992 0.097450000000000023 -0.58287999999999995 -0.54526999999999992 39.792680591700012 75.634392583900009 78.285212300550015 0.10065000000000003 0.093580000000000024 78.527173532250018 -0.60611000000000004 42.558389508100007 -0.071864999999999998 -0.02903 -0.087234999999999993 -0.096529999999999991 62.020040611300011 0.096885000000000013 62.00390986255001 48.226196960950006 62.095317438950012 62.181348099150007 0.09091500000000001 0.084565000000000015 61.998532946250002 43.111435027700004 65.020359884900017 88.872360418250011 62.111448187750007 62.132955852800002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 8 -2 -8 -11 -5 14 -14 15 17 -17 18 19 -13 -20 -22 23 25 -25 -16 -23 -26 -15 -30
right_child=2 -3 3 11 5 6 9 -9 -10 10 -12 12 13 28 22 16 -18 -19 20 -21 21 26 -24 24 27 -27 -28 -29 29 -31
leaf_value=-0.039680617731214417 -0.043456147148112717 0.024723254060626365 -0.10543070400314423 0.0023584118978401195 0.061281197361055965 -0.10676453840357147 0.10129537262700648 -0.10926238096713532 0.067043541229101888 0.088537747830105151 -0.1022708399699124 -0.10922300433519896 -0.10637789872379709 -0.074998156507966623 0.10138347388981293 0.003236085234059802 -0.099452914722876359 -0.1112045717308849 0.064405416674794408 0.0075231118076380154 -0.16686707688806557 0.087953181713981823 0.049154981751133586 0.025912135114954216 -0.12188908592290502 0.0055850073395362701 0.0090087686857708536 -0.022066624961999237 0.10253282229828505 -0.0077589187035993854
leaf_weight=0.73978287256721731 0.18397751593783995 0.38855658614920685 0.35381917788606543 80.610053767185207 1.3261662883451206 0.30087349924724538 0.15868270304054022 0.19030758526059799 0.14581576283671893 0.059324862175344606 0.055924351703652064 0.43918649206170801 0.74346362492542528 0.33058687910761264 0.58176182751776773 0.74939374986570362 1.3708065446699036 0.34279940444866941 1.3965067919343708 1.2846106514334676 0.28565577231347594 0.563354601763422 2.3076302308618324 0.85092698177322723 0.50803324591834098 1.318978508248392 1.810184382704733 0.47266037496547142 0.39471318083815266 3.9376333666772325
leaf_count=42 37 22 106 2324 31 19 5 8 12 12 50 83 103 93 56 15 85 22 22 52 7 22 22 12 24 33 474 24 5 212
internal_value=0.00107593 -0.0175024 0.0012793 0.000855632 0.0188928 0.0340633 -0.0287327 -0.0365552 0.00540051 0.0569736 -0.00405157 0.00123057 -0.00338702 -0.0173798 0.00190972 -0.012399 -0.0631571 0.00517887 0.0120819 -0.0222213 0.0266618 0.00684035 0.0214362 0.00429839 -0.0274644 0.0349062 0.0277461 -0.0737781 -0.00318986 0.00228959
internal_weight=104.202 1.12834 103.074 100.653 2.42107 1.90097 0.574805 0.520101 0.329793 0.273932 0.115249 100.299 19.6889 5.4064 14.2825 8.2425 2.1202 6.1223 5.7795 1.7238 4.0557 2.65919 6.03999 3.73236 1.83162 1.90074 2.37354 0.980694 4.66293 4.33235
internal_count=4034 64 3970 3796 174 117 86 57 49 67 62 3690 1366 413 953 782 100 682 660 135 525 503 171 149 60 89 496 48 310 217
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=0 4 4 1 0 0 0 0 1 4 1 0 3 3 2 4 1 3 1 4 3 4 1 4 4 1 4 2 2 2
split_gain=0.235435 0.153133 0.194118 0.140888 0.54775 0.339685 0.285533 0.467927 0.374572 0.380761 0.280028 0.284638 0.323777 0.410783 0.36079 0.312128 0.293333 0.499149 0.216588 0.473692 0.245124 0.217769 0.529751 0.334916 0.308246 0.78995 0.475153 0.407608 0.784368 0.768731
threshold=103.48144189910001 40.844669808050007 40.890797847750008 66.590419433100024 90.407470010750018 90.767723400200012 91.937202686950016 91.394134144600017 67.300172379550006 47.927946529500012 65.687097501250022 87.350693116400024 0.088350000000000026 0.097450000000000023 -0.08854999999999999 41.872294782850005 62.154463517850012 0.082205000000000014 64.02831883475001 40.664404858950007 0.097015000000000032 39.458743938000005 60.613977009100005 34.466665687600006 40.241071441700008 62.00390986255001 40.563919884450009 -0.058374999999999996 -0.067109999999999989 -0.044409999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 7 8 -5 -10 11 18 14 -14 -13 -15 -16 -18 21 -20 -21 22 23 -1 25 -23 -26 28 -28 -29
right_child=1 2 -4 6 5 -7 -8 -9 9 -11 -12 12 13 15 16 -17 17 -19 19 20 -22 24 -24 -25 26 -27 27 29 -30 -31
leaf_value=0.0010870539413631302 -0.0019911925483515973 0.0020218755635041052 -0.00091826383220406651 0.00073199670156340899 0.0017907907109594944 0.00042380400772150205 9.1651757553823417e-05 -0.0021272284629004884 -0.0021598595121448952 0.0010695482386989842 -0.00066556120973258498 -0.00041065220589121067 0.0014867747397155186 0.00098631765908904464 0.0013027214986843082 7.7555531111155203e-05 0.00085546670217621446 -0.00093036600040223257 -0.0022678961489502824 0.00093397062011828257 -0.0021326432656648352 0.00030359861119449999 0.00071618440662238271 -0.0018016553154988173 0.00071627666099094813 -0.0010041799996008168 0.00010745119441201456 -0.0022367402500313941 0.0015827387826647958 -0.00012379599460255071
leaf_weight=0.21185648628852405 0.31433875238474129 0.11258804866520222 0.37026737019323264 0.9179524275241413 1.2760945758782321 1.5451081153005359 44.574294065523645 0.58956911577843119 0.47028441835936974 0.20008825068362057 1.5395503470208485 2.9209423176944256 1.9003518102690575 2.424864748492837 1.2109140120446666 3.6258754171431065 1.4735930906608703 1.0170482359826563 0.45754895195568568 0.51910768605739577 0.12418798841827083 3.9606716823764136 5.1910755791068368 0.56805971276480705 5.1321618988295077 3.2190732883755118 31.413918637175801 0.74354494072031219 1.4494947083294416 6.0362272584207011
leaf_count=62 434 5 481 17 31 24 1301 54 65 7 28 34 22 41 18 23 33 16 28 92 12 39 122 66 39 26 632 18 19 245
internal_value=0.000136094 -0.000926089 -0.000232708 0.000142884 0.000193919 0.00104212 5.77804e-05 -0.000635455 -8.17251e-05 -0.00119597 0.000162073 0.000179385 0.000424786 0.000691514 0.000104549 0.000441747 0.0005111 0.000126226 0.000118796 -0.000742785 0.000341962 0.00013517 0.000489805 -0.00101697 9.44129e-05 -0.00028275 0.000154891 8.22148e-05 0.000172521 -0.000355525
internal_weight=125.511 0.797194 0.482855 124.713 77.9613 2.8212 46.7522 2.17789 1.58833 0.670373 75.1401 73.6005 14.5736 7.95109 6.6225 6.05074 3.70156 2.49064 59.0269 1.10084 0.643296 57.9261 5.97099 0.779916 51.9551 7.17974 44.7753 39.6432 32.8634 6.77977
internal_count=4034 920 486 3114 1670 55 1444 143 89 72 1615 1587 187 86 101 64 67 49 1400 132 104 1268 250 128 1018 65 953 914 651 263
is_linear=0
shrinkage=0.00196078


Tree=900
num_leaves=31
num_cat=0
split_feature=1 2 1 4 1 2 1 1 4 2 2 4 2 0 3 3 2 2 2 1 0 1 0 0 4 0 1 0 0 1
split_gain=0.042081 0.135817 0.111266 0.0537229 0.0617135 0.0822706 0.0402085 0.0430995 0.0378912 0.201724 0.272921 0.14656 0.0716973 0.238117 0.216999 0.243318 0.104135 0.194656 0.278034 0.372532 0.129427 0.0752383 0.0899027 0.48629 0.300372 0.203533 0.103182 0.201258 0.499096 0.0803405
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 38.903925214650009 83.116371560950014 -0.086139999999999994 87.030766598900016 87.33187390945001 33.96174662340001 0.17076500000000003 -0.116995 34.654301448200009 0.20167500000000002 93.953546284800012 0.09450500000000002 0.084360000000000018 0.17076500000000003 0.13006000000000004 0.086310000000000026 66.590419433100024 93.133566555000002 80.677940036650014 100.15850764985002 101.55650587770002 40.94178426300001 102.11570516885001 77.946466576100008 99.744485097750015 97.878695155250014 75.634392583900009
decision_type=2 2 2 2 2 2 2 2 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 -5 -3 -8 9 10 -1 -10 16 14 15 -14 17 18 21 -20 -19 22 26 -24 -25 -26 29 28 -28 -13
right_child=1 6 -4 4 -6 -7 7 -9 11 -11 -12 12 13 -15 -16 -17 -18 20 19 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.1043524410731918 -0.027470881190280003 -0.10250747705059318 -0.10218886292085448 -0.1011041219614302 0.091487521753380249 0.1011977409651692 0.08464490405577349 -0.10024441110850363 0.045726735276978903 -0.087029352057990284 0.03630021498611314 0.0012301705456037515 0.051883688033609279 -0.0061092554679473658 0.083835565169562087 -0.066813021917584425 -0.026065813323685662 0.084822353144832011 0.023997594029179246 -0.11116370180442821 0.012454409807527041 0.016701860190085502 -0.092502731510748837 0.063033673771422036 0.00089673388461065169 -0.10429669785206885 0.10091427199587436 0.10294170044528571 -0.080142707186567741 -0.016880989651281108
leaf_weight=0.1726979991162807 0.10407760538964794 0.19953937566310642 0.073153300830412604 0.046574841452184046 0.17376151127609774 0.035367120057344437 0.026691426333854906 0.02389542797732247 0.74222772059147146 0.3019037424819544 0.68577137294050661 85.552824930918177 0.45978834765264698 2.1887343959006103 0.74546762151294388 0.27659434813722328 1.4416142556874536 0.44822836100138275 0.34239114583760866 0.50422010072361445 0.55085139226866886 2.9789597350936665 0.64656807050050646 0.64568140051505896 0.76804799839010207 0.24184973660157993 0.27902355405239987 0.29220245312899351 0.33508949866518378 2.5214877448415782
leaf_count=94 29 155 398 81 9 1 5 282 44 24 37 2165 18 47 28 40 36 24 23 65 31 52 62 41 17 71 43 7 11 94
internal_value=0.00108395 -0.0236549 0.0102385 0.0330981 0.0577512 -0.0137882 -0.0823199 -0.00269022 0.00124782 -0.0167207 0.00800517 0.00145231 0.00112765 0.0148479 0.0458023 0.00729975 0.000611383 0.00101154 0.000550282 -0.056501 0.0449217 0.00106269 0.000552312 -0.0189584 0.00976352 -0.0242949 0.0010571 0.0346262 0.00212091 0.000711664
internal_weight=103.805 0.683061 0.432934 0.359781 0.255703 0.081942 0.250126 0.0505869 103.122 1.16037 0.858469 101.962 101.22 3.67058 1.48185 0.736383 97.549 96.1074 95.1083 0.846611 0.99908 94.2617 91.2828 2.30215 1.65558 1.0099 88.9806 0.906316 0.614113 88.0743
internal_count=4034 960 518 120 91 82 442 287 3074 155 131 2919 2875 133 86 58 2742 2706 2651 88 55 2563 2511 191 129 88 2320 61 54 2259
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 2 0 0 2 1 0 0 4 2 0 3 2 2 4 2 1 2 1 1 1 3 4 3 1 2
split_gain=0.0385752 0.18054 0.124214 0.090243 0.0501787 0.296536 0.051674 0.308696 0.204215 0.184852 0.131973 0.437221 0.119483 0.078292 0.15788 0.100721 0.0801514 0.167946 0.181307 0.115916 0.0977583 0.0967616 0.328877 0.0816136 0.243046 0.128504 0.245909 0.238639 0.0938971 0.288283
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 103.48144189910001 102.21786657775002 -0.016679999999999997 100.27142289135001 101.10215645365001 -0.099639999999999992 77.946466576100008 99.642323688800005 98.413698323200009 41.092444989200011 0.20949500000000004 89.953120586650016 0.075350000000000014 0.17076500000000003 0.12427500000000002 39.952536079750011 0.070580000000000018 61.93938686740001 0.086310000000000026 66.590419433100024 75.634392583900009 75.408562100950022 0.08895500000000002 37.311503175250003 0.10608500000000003 73.037342029850024 -0.076484999999999984
decision_type=2 2 2 2 2 2 2 2 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 6 -6 9 8 -8 13 11 -11 -9 16 -15 -16 17 19 -19 23 -18 -21 -23 24 28 -25 -27 -28 -1 -30
right_child=1 -3 -4 -5 5 -7 7 12 -10 10 -12 -13 -14 14 15 -17 20 18 -20 21 -22 22 -24 25 -26 26 27 -29 29 -31
leaf_value=0.0017503763160612946 0.0055508148679017525 -0.10337093712788525 0.083239819075735355 -0.070944251426793142 -0.024815153921206382 0.06784420094176298 0.010409033634548183 0.014160261750942505 -0.10657766334928143 0.060409713696454453 0.069611362277483477 -0.11610019674021693 -0.021977821783337688 0.065191845895387943 0.041142064083319989 -0.015145401418047542 0.0067182641591989056 -0.012748555890757369 0.078048270506369241 -0.0076369212564263425 -0.041171713628373081 0.021717073692998839 -0.11111666125323767 0.0088895198482673056 0.042875003132719379 0.015882605380653572 -0.10856552019961854 -0.0013012417364124667 -0.051231677710718265 0.0018717474295321245
leaf_weight=78.445840065481661 0.57353940255052183 0.20083668379390929 0.15389602371487854 0.21094403086706848 0.71247029060396017 0.67033782224461791 0.215583171662729 2.591296216363844 0.48469875307637167 0.46141901762530213 0.67189043541793581 0.20166879492535372 1.4142129797619416 0.56591166358702993 0.46859766403213121 0.98855034968755717 0.74282396771013637 0.35708238696679373 0.57255702097609174 1.6356049297028215 1.0001726447080725 0.34061108727473755 0.41164544922139612 1.1209869900267215 1.4012245952617366 0.55705682933330514 0.56012611299956916 0.32937565421161707 1.3840376094594828 3.9112683495259253
leaf_count=2131 20 217 20 703 36 25 17 85 40 61 19 16 92 41 14 48 13 22 35 13 37 23 46 44 23 2 27 27 95 42
internal_value=0.000978974 -0.0173207 0.00109617 -0.0150184 0.00118293 0.0201029 0.000923462 -0.00930809 -0.0705631 0.00142433 0.0383764 0.00672672 0.0014011 0.000903933 0.0203651 0.00295583 0.000479539 0.000886276 0.0431724 0.000449962 -0.0207621 -0.0212887 -0.0509714 0.00104179 0.0015715 -0.0165241 -0.036218 -0.0688464 0.000880381 -0.0120079
internal_weight=103.356 1.13922 0.938379 0.784483 102.217 1.38281 100.834 4.70579 0.700282 96.1285 1.33498 0.663088 4.00551 94.7935 2.02306 1.45715 92.7704 91.0274 0.929639 90.0978 1.743 2.38786 0.752257 87.7099 85.1424 2.56755 1.44656 0.889502 83.7411 5.29531
internal_count=4034 960 743 723 3074 61 3013 234 57 2779 96 77 177 2683 103 62 2580 2530 57 2473 50 82 69 2391 2291 100 56 54 2268 137
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=0 1 3 4 2 1 0 0 3 0 1 4 1 4 0 2 3 2 2 1 2 0 2 0 2 2 4 3 4 3
split_gain=0.123007 0.279239 0.255558 0.228392 0.187712 0.172041 0.561653 0.3533 0.337201 0.289931 0.342629 0.470807 0.45606 0.414291 0.332963 0.25021 0.433836 0.431317 0.315413 0.306609 0.944695 0.239072 0.502407 0.255406 0.235463 0.353643 0.467863 0.321636 0.215485 0.273406
threshold=85.667718326750006 62.052302108850007 0.11922500000000003 44.756878345700009 -0.58994000000000002 66.590419433100024 90.297243227400017 89.813320763900023 0.089415000000000022 93.399723909900004 68.910558799650019 37.784765830350004 67.649671936450019 34.41230404325001 90.767723400200012 -0.059424999999999999 0.082535000000000011 -0.122165 -0.068964999999999985 70.776348742200014 -0.10051499999999999 94.047642319350018 0.010890000000000002 94.773526014550015 -0.079634999999999997 -0.08786999999999999 42.283941020600004 0.097970000000000015 40.844669808050007 0.09914000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 7 -2 -8 10 11 -7 14 -12 -13 16 17 -11 19 20 -18 22 -17 -23 25 28 -27 -26 -21 -30
right_child=5 3 -4 -5 -6 9 8 -9 -10 15 13 12 -14 -15 -16 21 18 -19 -20 24 -22 23 -24 -25 27 26 -28 -29 29 -31
leaf_value=0.0019986752242465173 0.00020919723979534766 -0.0020260935034784179 -0.0013110750734192582 0.0011050298432710042 5.3392051588996055e-05 0.0011869385316353261 0.0015607090123595652 -0.00063125174011302511 0.00037300989178609321 -1.2916380828393634e-05 0.00075512883936608368 -0.00011299933252905072 0.00022837340415804715 -0.0021395858791264451 -0.0021187579213351685 0.0017214038158480886 0.00020526057619852549 -0.0020828425458583005 -0.0013169560894429478 -0.00013015947327424331 -0.0021277790750795071 -0.00079826933584641892 -0.00026414514524750155 0.00025424497355497902 0.0013146326224453548 -0.0021355317065689283 0.00028629459654676699 5.0478072362616232e-05 0.00025470646373646139 0.0013538483921191266
leaf_weight=0.19509736401960154 63.500798813765869 0.4516947575175444 0.52547726966440755 0.11171761000878178 8.4911034630731539 0.83027250331360791 1.8521278616972261 1.9830572912469495 1.824252091348171 0.78608186028185401 0.25468660937622167 0.52420014468953036 1.5715896766632793 0.74943727644131286 0.80970160897413734 1.2005894593894546 2.4320886996574704 0.76240697524508394 0.6271541882888404 4.0687106617024273 0.9195774453401161 0.93134855342941847 0.82775334990583349 18.370899822980846 1.5978179707853954 0.60195406946991059 0.62522799425642006 1.5004091708842677 4.6599332715759374 1.0698386324729652
leaf_count=9 741 115 24 55 639 15 44 33 20 511 6 9 38 82 51 20 44 137 43 265 61 42 29 634 26 90 28 29 152 42
internal_value=0.000145951 -6.52036e-05 1.67563e-05 -0.00140523 9.70843e-05 0.000163918 0.000225613 0.000183746 0.000971362 7.05954e-05 -0.000388526 -0.000115212 -0.000487314 -0.00140537 -0.00133053 0.000123697 -3.59258e-05 -0.00103206 4.92822e-05 9.83131e-05 -0.000434842 0.000270752 0.000911114 0.00020346 0.000224833 9.06286e-05 -0.000901653 0.000702428 0.000214904 0.000459934
internal_weight=124.657 9.77509 9.21168 0.563412 8.6862 114.882 69.1602 65.4839 3.67638 45.7217 4.73989 3.73576 2.90549 1.00412 1.3339 40.9818 19.6512 1.54849 18.1027 17.4756 3.35167 21.3306 2.02834 19.3022 14.1239 11.0257 1.22718 3.09823 9.79848 5.72977
internal_count=4034 842 672 170 648 3192 838 774 64 2354 201 113 98 88 60 2153 1428 648 780 737 105 725 49 676 632 577 118 55 459 194
is_linear=0
shrinkage=0.00196078


Tree=903
num_leaves=31
num_cat=0
split_feature=1 2 2 2 4 4 4 3 4 3 3 0 4 3 2 4 3 3 2 2 3 2 4 4 3 1 3 3 2 4
split_gain=0.11591 0.159147 0.133231 0.126016 0.271027 0.493581 0.476032 0.453889 0.329399 0.290399 0.50544 0.318225 0.442779 0.227584 0.170609 1.0672 0.561463 0.415286 0.599911 0.296863 0.254641 0.241826 0.35965 0.221493 0.200191 0.183093 0.165173 0.600995 0.715228 0.960471
threshold=81.479100559500012 -0.085584999999999994 -0.62218499999999988 -0.23349 39.337369931850013 41.066313126200008 35.782584506850007 0.084360000000000018 41.827117825850003 0.41214500000000009 0.091645000000000018 87.350693116400024 48.96897326980001 0.10507500000000002 -0.13509999999999997 41.092444989200011 0.085895000000000013 0.089675000000000019 -0.14429 -0.12546499999999997 0.087715000000000029 -0.117885 40.890797847750008 42.141702038450013 0.41214500000000009 62.079186690200011 0.084565000000000015 0.086520000000000027 -0.10051499999999999 42.434124620650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 13 -8 -7 10 11 12 -10 -1 15 17 -17 18 -5 -16 -18 22 -21 -22 26 -26 -23 28 -28 -30
right_child=1 -3 -4 14 5 8 7 -9 9 -11 -12 -13 -14 -15 19 16 20 -19 -20 21 23 24 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00032848644591591141 -0.0020569777289836592 -0.001648644743322757 0.00049008084794139261 -0.0020540114823275092 0.00072046796036728399 -0.0014581840409274923 0.00062099232521919739 -0.002178749437414986 0.00058022212182867619 -0.002151763278595262 0.00104912586286796 -0.0021013360142810625 -0.0014629567916906192 0.0019862726444593169 -0.00075945465157682072 0.00025846659376331602 0.0020418775538531037 -0.0015412897914127797 0.00079691233786652522 0.0012212577850414989 0.0014629629417378571 0.00023816221111251594 -4.6618118214014139e-05 0.00030541857449668174 0.00097676085714961682 0.00013988439346341883 0.0010059781310181616 0.00011323449100673316 -0.00024749396943033933 -0.0020682804239630982
leaf_weight=0.43110062197592736 0.094899667072013472 0.33186963391312829 0.46997576061323798 0.38990192923665734 2.8789746735565132 0.80228520208038379 0.29507811572602782 0.90667155478149652 1.1402125344393437 0.24124587513506401 1.2825440498418172 0.39258141594837059 0.63482819590717543 0.26288127293810248 1.4227838681545097 4.2788342237254238 1.2001540604978802 1.2041747074035809 1.0425746904220425 1.9116655439138406 1.4291293420828881 26.420008420413069 1.5638413606211541 1.144509981095325 1.9853590615093697 2.0356583180546295 0.9800998952705412 62.486006037965126 3.5353513493755591 1.6261984736593147
leaf_count=56 37 442 481 178 67 29 19 50 140 6 36 90 32 13 21 159 15 28 13 17 22 685 71 24 16 36 7 1116 57 71
internal_value=0.000131439 -0.000570971 6.21723e-05 0.000136522 -8.33957e-05 8.66281e-05 -0.000744634 -0.0014913 -0.000319454 -7.19641e-05 7.34617e-05 -0.000503822 -0.000150503 0.000548347 0.000154299 0.000390187 0.000744704 -0.000692547 2.09271e-05 0.000130046 0.00129601 0.000142388 0.000650764 0.000948197 0.000124553 0.000553088 0.000106424 5.57081e-05 -0.000529573 -0.000821151
internal_weight=124.821 0.896745 0.564875 123.925 9.2684 7.37267 1.89573 1.20175 4.4937 3.69141 3.45017 2.16762 1.77504 0.693982 114.656 10.6893 8.05263 2.63665 1.43248 103.967 3.77379 102.544 3.47551 2.57364 99.0687 4.02102 95.0477 68.6277 6.14165 5.16155
internal_count=4034 960 518 3074 538 400 138 69 333 304 298 262 172 69 2536 439 220 219 191 2097 61 2076 88 46 1988 52 1936 1251 135 128
is_linear=0
shrinkage=0.00196078


Tree=904
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 4 1 0 1 0 1 3 4 4 4 3 2 2 1 2 1 2 2 0 1 2 4 3 3 3
split_gain=0.146227 0.584474 0.316789 0.298034 0.422689 0.423674 0.440818 0.36353 0.358401 0.575574 0.404351 0.32541 0.287381 0.538152 0.286134 0.258648 0.254903 0.369538 0.491946 0.459636 0.404226 0.752675 0.286753 0.318713 0.341341 0.87054 0.561968 0.251922 0.239059 0.225009
threshold=66.590419433100024 90.297243227400017 89.813320763900023 93.399723909900004 68.910558799650019 37.784765830350004 67.649671936450019 90.767723400200012 69.873026810350026 93.692765846100016 69.238550691600025 -0.10747999999999999 38.244973486750006 37.784765830350004 34.41230404325001 0.09091500000000001 0.22598000000000004 -0.061874999999999999 70.389210771400016 -0.068964999999999985 70.776348742200014 -0.10051499999999999 -0.079634999999999997 102.21786657775002 75.166600869200025 -0.096529999999999991 41.092444989200011 0.097015000000000032 0.097970000000000015 0.087475000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 -7 10 -10 -5 -11 13 -13 -6 -3 17 19 -19 20 21 -14 23 24 25 26 -22 -18 -24 -26
right_child=3 15 -4 8 14 6 -8 -9 9 11 -12 12 16 -15 -16 -17 27 18 -20 -21 22 -23 28 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00022257877834427556 0.001172564802407491 0.0014298534294205207 -0.00058481028051407763 -4.3149559435341032e-05 0.00035573130409318827 2.4055278714910281e-05 0.00026703028527812824 -0.0021055287700935989 -0.0021481054998841518 -0.0015277734781269498 0.0014257253001868102 -5.998193383224344e-05 0.00028475506980794716 -0.0020903420405319123 -0.0021271217883441964 0.00037327455652614872 -0.0020822160701016259 0.0016905184249828334 0.00036800175104459226 -0.0021864173393087156 -0.0020883081344836045 -0.0021449136079154281 0.0012387868846875853 -0.0016017487440818305 -0.00034219089918034967 -0.0021447032513471514 0.00047431440838239229 -5.756697897096727e-05 0.00015363472941786927 0.00059374411644751753
leaf_weight=71.592854638010976 0.82395411538891439 2.1938742510974403 1.9184423461556424 1.2395817843425896 0.23593033081851889 0.50633105111774079 1.6001548731583168 0.78751280203869101 0.43192036030813952 0.45082903097721683 1.7207143936466307 4.8631765648378851 1.1776376485358926 0.55966057055957197 0.73253016582384589 1.4996739812195299 0.35161744119250105 1.1722253812477035 13.952142145639298 0.34782679042291675 0.37634906347375441 0.83975161035777368 1.6776310243858525 0.42660141332203316 1.2288219889887839 0.80536354216018313 2.6153247220499907 0.72031578177848132 1.4596023824706206 5.0302414226025576
leaf_count=1573 15 48 33 26 6 9 38 51 18 227 28 350 26 57 92 16 56 20 377 19 32 46 30 406 127 52 129 15 13 99
internal_value=0.00018756 0.00023975 0.000201508 0.000100222 -0.000368464 -6.79195e-05 -0.000421099 -0.00127214 0.000153216 0.000102647 0.000810655 0.000128193 0.000148046 -0.000269524 -0.00152226 0.00100086 0.00021841 0.000250803 0.000470504 4.29327e-05 9.2521e-05 -0.000726611 0.000213851 5.82067e-05 0.000128626 -0.000335186 0.000151939 -0.000721696 0.000733918 0.000409995
internal_weight=123.339 77.2048 73.5113 46.1337 4.68641 3.71795 2.894 1.29384 41.4473 38.487 2.9603 38.0551 37.6043 5.42284 0.96846 3.69355 32.1815 31.1095 15.1244 15.9852 15.6373 2.01739 13.6199 10.4827 10.0561 3.79704 2.99167 1.07193 3.13723 6.25906
internal_count=4034 1670 1606 2364 211 113 98 60 2153 2099 54 2081 1854 407 98 64 1447 1376 397 979 960 72 888 845 439 213 161 71 43 226
is_linear=0
shrinkage=0.00196078


Tree=905
num_leaves=31
num_cat=0
split_feature=1 2 1 3 3 3 2 3 3 4 0 3 0 2 2 1 3 4 1 3 3 4 0 1 3 3 1 2 1 0
split_gain=0.0405499 0.131484 0.100818 0.053958 0.0643426 0.0616877 0.036251 0.125221 0.311938 0.81239 0.267941 0.495346 0.267397 0.260307 0.216028 0.137836 0.247414 0.130642 0.157435 0.246481 0.484312 0.373816 0.205953 0.196965 0.188321 0.267227 0.287764 0.253958 0.153069 0.141137
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 0.086230000000000015 -0.089139999999999997 -0.037054999999999998 0.096315000000000026 0.088435000000000027 41.289992964000007 96.163458868000006 0.09180000000000002 85.995710218650018 -0.033799999999999997 0.18145000000000003 73.037342029850024 0.11002000000000002 35.782584506850007 62.020040611300011 0.076835000000000028 -0.089139999999999997 40.00488309970001 86.329079026800017 61.950140699950005 0.083365000000000022 0.086555000000000021 72.01572794030001 0.066710000000000019 61.622148808000013 97.674372337300014
decision_type=2 2 2 2 2 2 2 2 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 -1 8 13 10 11 -10 14 -8 -9 16 -14 -15 22 20 21 -20 23 28 27 26 -26 29 -19 -21
right_child=1 -3 -4 -5 -6 -7 7 12 9 -11 -12 -13 15 17 -16 -17 -18 18 19 24 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00026916037198073143 0.067634657163715403 -0.08373949268124542 -0.10205881266024522 -0.039339983737446849 0.089160674685685351 -0.10106972347521104 0.080543007139953632 -0.07239067878889506 -0.077636107004219371 -0.10917395684629896 0.03522455560798634 0.0090638375004599581 0.050402653715973224 0.054566784151374094 0.0082079157411035098 -0.0055037899812467586 0.012514446795911204 -0.0073124121677870038 0.049633613574158769 0.084960722824756738 -0.11345643585092713 -0.080674565862963857 0.10189315186108353 -0.064293302540238739 -0.105043597314642 0.010746376689532357 -0.013103018926112851 0.0034590822924024014 0.10164376465508007 0.020441309348641384
leaf_weight=74.468229949159195 0.043634747465148394 0.23297487775619075 0.066741006150039084 0.080444740196981002 0.17521578710875474 0.043066299107294981 0.47246323153376835 0.62923998743644804 0.98997218757722238 0.87954871172223636 1.2541465888716627 1.9709444757318122 2.4183903285302204 0.50432737113442527 0.70529077030369081 2.0520177438447709 5.998441307223402 0.27263582979048695 0.62901288032298908 0.73273919059283599 0.55050571855826891 0.33868424779939232 0.34836551174521446 0.24723766691749915 0.50585737241635831 2.2657230531440291 1.0409523467092183 3.153541662151838 0.24463519296841696 0.63103578239679337
leaf_count=2211 10 442 398 17 14 79 8 24 35 67 30 27 45 33 20 53 63 138 22 39 23 48 10 10 43 53 31 28 8 5
internal_value=0.00127913 -0.0237736 0.0103756 0.0322939 0.0542954 -0.0161645 0.00143485 0.00444523 -0.00104055 -0.0217564 -0.00351513 -0.019924 0.0123612 0.00780026 -0.0297948 0.0177351 0.0234008 0.00480266 0.00251294 -0.00151585 -0.0385729 0.00402706 0.0381646 0.00912519 0.00523818 -0.0111287 -0.0431706 0.0190515 0.0442167 0.0551068
internal_weight=103.946 0.642077 0.409103 0.342362 0.261917 0.086701 103.304 28.8357 17.0323 5.09461 4.21506 2.96092 11.8034 11.9377 1.33453 10.4688 8.41683 11.4653 10.9609 9.84805 1.5182 0.967697 1.11287 0.764509 8.32985 3.81253 1.54681 4.51732 0.517271 1.36377
internal_count=4034 960 518 120 103 89 3074 863 658 159 92 62 205 499 44 161 108 491 458 292 93 70 166 156 199 127 74 72 146 44
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=4 2 0 2 2 4 4 3 3 3 3 1 3 4 2 3 3 2 4 2 0 4 4 0 0 4 2 3 2 3
split_gain=0.0850535 0.207099 0.132505 0.0827929 0.769515 0.311638 0.362436 0.495428 0.264675 0.176252 0.208097 0.167607 0.167312 0.438843 0.122016 0.198408 0.550147 0.468606 0.418101 0.265582 0.296266 0.261 0.252386 0.1789 0.330901 0.284121 0.291695 0.218879 0.236476 0.271183
threshold=49.283271594150008 -0.2351 71.332859575200004 -0.50001499999999999 -0.58287999999999995 39.792680591700012 40.098777110850008 0.096010000000000026 0.092465000000000033 0.085035000000000013 0.083950000000000011 78.285212300550015 0.091645000000000018 41.066313126200008 -0.117885 0.085035000000000013 0.088555000000000023 -0.16276499999999997 35.509685375550013 -0.12546499999999997 95.117648655250022 41.147265497500008 39.792680591700012 90.633300493650012 89.415428960600011 48.96897326980001 -0.14429 0.080135000000000026 -0.24468499999999999 0.07772500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -7 8 12 10 -6 -1 13 -8 15 18 21 22 -5 20 -19 -17 -18 24 27 26 -25 28 -20 -30
right_child=1 2 -4 14 9 6 7 -9 -10 -11 -12 -13 -14 -15 -16 16 17 19 23 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0013561830328997673 0.001167507822124965 -9.551015505201406e-05 -0.0020297476679876718 -0.0021341189524958586 -0.0019822153304560656 0.0020113653531525738 0.0020092465534931087 0.0010457573531464778 -0.0018703201206124475 -0.002219198028962365 0.0020246652397716515 0.00057152871743169312 0.00049888867204373561 -0.0023527722052026929 0.00010985567746208477 0.00035440632966212158 8.3031269927493861e-05 -0.0007384241309701592 0.0016830596401353312 0.00048700433637530904 0.00050729580854487683 0.0015077815918447914 0.0015444135479600989 -0.0019747437818167942 0.0019987802340997295 0.0020673727910993471 -4.8989897895891144e-05 -0.00081767573260650359 2.7034566517036003e-05 0.001842035954252002
leaf_weight=0.63241261698021833 0.20110127682710299 0.24793631583452125 0.3020581579322652 0.32578998723238584 0.10816902502636949 0.50959968364622943 0.12671678374135831 1.4722338045012291 0.41876200826663978 0.70587217619595322 0.09240046888589859 0.23891827061720505 0.75325799360871315 0.29535825225775625 96.921517630379412 1.1459146534452869 0.72884553298717936 2.8473442043177783 0.44341039116261516 1.8511350254802894 0.98894282345690943 2.2074008100898936 1.2064477248713954 0.48838232195316766 0.40539946313947428 0.15027427055701981 0.79411572955723375 0.75421065324917425 3.8300910064281197 0.34500509640201915
leaf_count=40 12 4 239 98 78 9 20 37 18 81 1 58 8 45 2464 35 37 41 12 18 46 27 34 167 13 4 120 20 237 11
internal_value=0.000122571 -0.000535211 -0.0011578 0.000126661 -0.000111711 0.0002239 0.000480115 0.000225634 -0.000531795 -0.00175831 -0.000136283 -0.000827606 -5.48896e-05 -0.00104319 0.000137717 0.00028358 0.000451786 0.000160628 3.86128e-05 -0.000122964 -0.000417294 0.00111364 0.000994046 0.000136777 0.00029057 -0.000483441 -0.000782328 0.000161677 0.000321607 0.000177015
internal_weight=121.539 0.751096 0.549994 120.788 5.3537 4.44726 3.57593 3.06633 1.5941 0.906442 0.200569 0.871331 1.17533 0.422075 115.434 18.5127 10.976 7.62272 7.53668 5.68742 3.83629 3.35332 1.93529 7.21089 5.77812 1.43277 1.2825 5.37272 4.61851 4.1751
internal_count=4034 255 243 3779 395 235 137 128 91 160 79 98 73 65 3384 920 238 176 682 105 87 62 71 584 293 291 287 280 260 248
is_linear=0
shrinkage=0.00196078


Tree=907
num_leaves=31
num_cat=0
split_feature=4 0 2 0 4 2 1 4 2 2 0 1 0 0 3 1 4 4 3 3 1 2 3 4 4 0 0 4 1 3
split_gain=0.18336 0.437992 0.5467 0.405784 0.657356 0.367301 0.49929 0.335223 0.334986 0.525534 0.498655 0.46663 0.305438 0.24203 0.234219 0.222891 0.348768 0.352502 0.332316 0.570302 0.326598 0.292956 0.298001 0.291676 0.425511 0.225312 0.233723 0.214796 0.195278 0.193723
threshold=42.094663496250007 86.329079026800017 -0.097294999999999993 86.83719761350001 43.218894539100006 -0.086719999999999992 62.084563606450011 42.233786329550007 -0.086719999999999992 -0.08262499999999999 85.764502819450016 62.036171360100006 87.350693116400024 67.04476885710001 0.098105000000000026 62.052302108850007 42.488347682450005 43.157831852650006 0.09450500000000002 0.088075000000000028 66.590419433100024 0.096390000000000017 0.076130000000000017 42.940640897800002 42.622319549950006 94.203572890950014 96.851704149400021 42.066503896600004 62.00390986255001 0.08376500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 14 4 5 -3 -7 -5 -4 -10 11 13 -9 -11 28 -14 25 18 19 23 -19 22 -22 24 -18 -17 -27 -1 -2 -24
right_child=1 3 8 7 -6 6 -8 12 9 10 -12 -13 15 -15 -16 16 17 20 -20 -21 21 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00018903473609412549 -0.00016963913742026291 0.0018571494897251966 -0.0020887176090417948 -0.0014922187681495967 -0.00052224480997103333 0.00013038263083029654 0.0017441256370909709 -0.00079376618359421221 0.00098507199943857109 0.0015933045361988776 -0.0021155913265123566 0.0015297401561134016 -0.0012019829108735527 -0.0020475985225664223 -0.0010817040129606262 0.0012805625893884656 0.00013887879195367833 0.00080593542573698855 0.00030198019362235646 -0.0021119897246195591 -0.0020810615680534792 -0.0020178448852190391 0.000560685874653626 0.00086565618486360882 -0.0015691177805612002 -0.00068762260183387 0.00073339013676233225 0.0010201628198980421 0.00066502826057154775 -0.00021457488675824052
leaf_weight=89.842968369283767 2.4085688896921056 1.2641823701560491 0.80560673479340073 0.54819523521291813 1.5405914112925527 2.4150806367397344 1.0609540473669765 1.4827654212713266 0.58712592686060872 0.086010081926358506 0.96391401416622102 0.38826589278323809 0.46956625208258884 0.38177215925315977 0.62276116665452708 1.5350447713863133 1.2741271000413692 2.9803010970354062 1.9975636837243653 0.83963642969320051 0.22995133021913705 0.26348013204051302 2.6782665078981154 0.66226747748441983 1.0016390694145227 0.64727134653367135 1.424069515422161 1.2116214712004865 1.9502900611842049 2.3063310380966868
leaf_count=2313 135 14 58 25 11 13 54 23 25 4 49 36 10 120 16 12 15 31 34 31 144 100 325 29 38 21 51 15 91 191
internal_value=0.000153818 3.27904e-05 -0.00036361 0.000154807 0.000590454 0.000952087 0.000622929 2.02857e-05 -0.000994275 -0.000627986 -0.00114836 -5.92606e-05 6.21782e-05 -0.00137815 4.31119e-05 0.000131495 0.000166594 2.85935e-05 -0.000344839 -0.000686865 0.000283568 -6.24209e-07 0.000101302 -0.00027959 -0.000612866 0.00071125 0.000289339 0.000200094 0.000203817 0.000201979
internal_weight=125.87 34.8156 8.19431 26.6213 6.28081 4.74022 3.47603 20.3405 3.21269 2.40709 1.81996 0.856048 19.7923 0.467782 4.98162 18.3095 17.8399 14.2336 5.77523 3.77767 8.45833 5.47803 5.21455 2.93803 2.27577 3.60639 2.07134 91.0546 4.35886 4.9846
internal_count=4034 1706 534 1172 92 81 67 1080 292 234 209 160 1055 124 242 1032 1022 938 147 113 791 760 660 82 53 84 72 2328 226 516
is_linear=0
shrinkage=0.00196078


Tree=908
num_leaves=31
num_cat=0
split_feature=4 2 3 2 1 4 1 1 2 1 1 1 2 2 4 4 3 2 2 4 4 0 2 1 3 2 3 1 3 1
split_gain=0.125209 0.140004 0.16369 0.111977 0.350091 0.323234 0.826654 0.464718 0.326607 0.514112 0.517713 0.450788 0.371247 0.254349 0.321332 0.327627 0.907198 0.289934 0.417923 0.998182 0.760131 0.879743 0.401656 0.433827 0.878911 0.327411 0.343478 0.357521 0.312613 0.988946
threshold=32.724174661450007 -0.10623499999999998 0.088555000000000023 -0.06483499999999999 60.613977009100005 42.558389508100007 62.111448187750007 62.132955852800002 -0.053159999999999992 70.641925835650014 61.987779113750001 61.853356207250009 -0.046635000000000003 -0.075639999999999999 41.646178195200001 41.243661560350013 0.094375000000000028 -0.079634999999999997 -0.085584999999999994 41.806790701050012 40.890797847750008 91.937202686950016 -0.083424999999999985 62.068432857650002 0.085335000000000022 -0.077085000000000001 0.091290000000000024 62.095317438950012 0.083365000000000022 67.300172379550006
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -5 8 -7 -8 9 10 -6 -10 -13 17 15 16 -15 18 28 20 21 -20 -21 -24 -25 26 27 -19 29 -2
right_child=3 2 -4 4 5 6 7 -9 11 -11 -12 12 -14 14 -16 -17 -18 25 19 22 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020883861782088871 0.00013829482390929096 0.0010067414931015188 -0.0012306360693521137 -0.0011238468818888599 0.00017241512072274821 -0.0023052586438170194 0.0019034237362596997 -0.00012959925698899239 0.001706092160829945 -0.00033861541179220695 0.0014770496222714362 -0.00074775886797828056 0.0002279246302872845 -0.0019494059003946442 -0.0010804965403564447 0.00059058456610715606 0.00010064868601330212 0.00016440839941015101 0.00068609497363087215 0.0010236516695243962 -0.002366683697459029 -0.002243522309365135 0.00031535810490036092 0.00043992833428660639 -0.0023028434830805154 -2.476906944367093e-05 -0.00015074726783203166 0.0018068910467819196 0.00023186112942887998 -0.0013612762630708325
leaf_weight=0.19888342085852173 9.3728273342603625 0.24417604407926674 0.25914746392777488 0.745581474773643 1.859363954514264 0.63974554199376044 0.47604597406461824 4.7018388397818853 0.76391603983938594 1.4337690133652357 3.1515353657305241 1.5714762527495612 32.669993904435614 1.053426364110235 1.426048656201601 2.0932242181152105 3.9113326879814849 0.72282480821013528 1.0934145245701059 1.525684199779789 1.2828504660647011 0.61616802103526414 3.1063979850150645 0.92301711437767131 0.87500522087429999 2.1852732530096537 0.80995030766644038 1.7265913484425253 43.773538215383724 2.0629748914227539
leaf_count=107 379 45 46 164 18 33 6 290 17 39 43 21 719 40 31 13 49 5 11 29 33 48 41 21 56 38 9 85 967 631
internal_value=0.000130107 -0.000695578 -0.000145223 0.000134688 0.000209289 0.000230317 -0.000202491 5.73134e-05 0.000291063 0.000696709 0.000992947 0.000216382 0.000183147 8.9095e-05 -0.000231553 -6.00255e-05 -0.000334333 0.000127915 9.1309e-05 -0.000290351 -0.00122586 -0.000369798 0.000145014 -0.000128315 -0.000894838 0.000562457 0.000956168 0.00132219 0.000156447 -0.000132222
internal_weight=127.276 0.702207 0.503324 126.574 48.0133 47.2677 5.81763 5.17788 41.4501 6.44467 5.0109 35.0054 34.2415 78.5605 8.48403 7.05798 4.96476 70.0765 64.6319 9.42254 2.99243 1.70958 6.4301 4.90442 1.79802 5.44464 3.25937 2.44942 55.2093 11.4358
internal_count=4034 198 91 3836 1350 1186 329 296 857 100 61 757 740 2486 133 102 89 2353 2216 239 92 59 147 118 77 137 99 90 1977 1010
is_linear=0
shrinkage=0.00196078


Tree=909
num_leaves=31
num_cat=0
split_feature=4 0 2 0 4 2 4 2 2 0 1 3 1 0 3 4 1 2 2 0 3 0 0 4 0 1 3 1 0 2
split_gain=0.105925 0.324043 0.452502 0.367999 0.433277 0.348267 0.327876 0.312532 0.462216 0.416187 0.353646 0.299911 0.224843 0.219054 0.206855 0.188085 0.488367 0.720702 0.518337 0.550953 0.548044 0.514936 0.470962 0.465912 0.441514 0.442771 0.40256 0.426303 0.385075 0.341006
threshold=42.094663496250007 86.329079026800017 -0.097294999999999993 86.83719761350001 43.218894539100006 -0.086719999999999992 42.233786329550007 -0.086719999999999992 -0.08262499999999999 85.764502819450016 62.036171360100006 0.088435000000000027 62.00390986255001 67.04476885710001 0.098105000000000026 40.280372415600006 61.987779113750001 -0.085584999999999994 -0.073609999999999995 86.479632682150012 0.097015000000000032 85.963448721100022 85.705356740550016 41.535369675400013 86.420486603250012 62.084563606450011 0.092075000000000032 61.950140699950005 87.170566421650008 -0.056724999999999998
decision_type=2 2 2 2 2 2 2 2 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 14 4 5 -3 -5 -4 -9 10 13 -7 -8 -10 -2 29 17 21 -19 20 26 22 23 -17 25 -18 27 -20 -26 -1
right_child=1 3 7 6 -6 11 12 8 9 -11 -12 -13 -14 -15 -16 16 24 18 19 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-6.5010238627639474e-05 0.00023013068209835482 0.0018400235274273499 -0.0020699796160425629 -0.0015039274509087229 -0.00027420762674463265 0.0013486474813437172 -0.0012488965147803472 0.0011273755376295421 0.0016145823867265967 -0.0020861951497365095 0.0015651779697009606 0.00012664971375209765 0.00011254325905374696 -0.0020355294865588907 -0.0010855120185512403 -0.0021920627368247508 0.00050272599586027541 -0.0023101254820674776 0.0010330284399594203 0.00084224735591572676 -0.0022703957488782135 -0.00064980569796932919 0.0011089951638948554 0.00044471554645939627 -0.00015409497157927281 0.0014532772668515901 0.0017508301834573989 -0.0021848903553282331 0.00038211251762035764 0.00028779378826978392
leaf_weight=22.446188761978647 3.9147166061320604 1.141515534371137 0.70262752406415563 0.51769710095686861 1.6348136346787212 1.2331825746223364 0.47857400774956005 0.47909135959343996 0.080268176738171437 0.76711835549212992 0.31029553868575022 2.0654932484030724 18.308998060172144 0.29748176287102979 0.52055877819657315 0.36775698623387121 9.0277944803819974 0.72878156229853663 0.25767790363170051 0.8640625700354575 0.79994766158051789 1.5807423330843446 2.8324716463685036 0.8604614061769098 7.01697984710336 2.3809042327302441 0.31310982257127762 0.41032656282186508 19.34476044429357 19.845913551498143
leaf_count=906 226 14 58 25 11 53 11 25 4 49 36 14 1044 120 16 75 72 17 46 9 20 9 12 13 57 53 5 9 508 517
internal_value=0.000160371 6.44647e-05 -0.000306711 0.000167892 0.000588783 0.000906524 3.54456e-05 -0.00094996 -0.000543107 -0.00109309 1.41479e-05 0.000583483 7.78634e-05 -0.00125992 7.57165e-05 0.000195311 0.000280974 -0.00012907 -0.000845948 -0.000442539 -0.00106584 0.000299664 0.000669273 -0.000344797 0.000378847 0.000701098 -8.37087e-05 -0.000943601 0.000239385 0.000100546
internal_weight=121.53 32.4524 7.07216 25.3803 6.075 4.44019 19.3053 2.63688 1.93426 1.45516 0.688045 3.29868 18.7876 0.37775 4.43528 89.0779 46.7858 9.01534 3.37391 2.64512 1.78106 5.64143 4.06069 1.22822 37.7704 11.4087 0.981114 0.668004 26.3617 42.2921
internal_count=4034 1706 534 1172 92 81 1080 292 234 209 160 67 1055 124 242 2328 905 215 106 89 80 109 100 88 690 125 60 55 565 1423
is_linear=0
shrinkage=0.00196078


Tree=910
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 3 2 1 2 0 0 1 4 1 2 1 2 4 3 3 3 2 3 0 3 2 2 1 2 4
split_gain=0.154556 0.290414 0.231925 0.492182 0.383169 0.610781 0.496234 0.901417 0.40766 0.365996 0.36547 0.354447 0.376572 0.389276 0.621662 0.508094 0.341983 0.598844 0.368959 0.324038 0.308129 0.254876 0.412215 0.247006 0.225825 0.222505 0.569086 0.345385 0.713315 0.358892
threshold=85.667718326750006 62.052302108850007 66.590419433100024 90.407470010750018 -0.059424999999999999 0.083495000000000028 -0.08786999999999999 70.776348742200014 -0.083954999999999988 90.767723400200012 92.313586825200005 65.611820673600008 38.625745710700009 63.353515844050008 -0.089094999999999994 62.55235532115001 -0.075639999999999999 38.969453495950006 0.09117500000000002 0.084565000000000015 0.087125000000000022 -0.074999999999999997 0.07907500000000002 89.813320763900023 -0.10565499999999999 -0.59502499999999992 -0.54526999999999992 75.166600869200025 -0.10463499999999999 42.434124620650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 21 19 -8 -9 -5 -6 12 20 15 -15 -14 18 -18 -10 -7 -2 22 24 -13 -4 -21 -27 28 -28 -30
right_child=2 -3 4 9 10 6 7 8 16 -11 -12 23 13 14 -16 -17 17 -19 -20 25 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=2.4991798965251785e-05 0.00017704849418179208 -0.0014082220079587274 -0.0019937252463811624 0.0017987209094564081 -0.00093888121635960528 0.0015814381587085833 -0.0017905032500996156 -0.0013292752762517138 0.001495848906152434 0.00040169992629776542 0.00031631152555019793 0.00012755225005117737 0.00022152151005388888 0.00049295398032499129 -0.0017731890252843743 0.0011932536425302781 0.00050763610180921221 -0.0021212799701336425 3.873660203627906e-06 0.00074386786752277969 0.0013532165503315615 0.0004278585778812655 -0.0018763393767012705 -0.0010428437994130799 0.00022765723889193995 -0.0016311004662283143 0.0003778097725694058 0.00058435686791281449 -0.0004997563914490319 -0.0021811856040847562
leaf_weight=8.9185124295263414 1.4231235990300768 0.57884884293525907 0.2238135595555949 1.3688271562568837 0.92734350735554727 0.64853547977327508 1.4433459833089717 0.76745317794438905 1.1259016617659656 1.5234001921489833 23.299288755853468 1.4058736327569925 55.081284804036841 0.92035388387739658 0.94154315278865286 2.1494956631213418 0.82346236163175557 0.5594708036242082 1.4683203552958728 2.1685791935087773 2.1502568125724792 0.45075724016897112 1.3914106201568754 1.367727907374501 0.82271077878249377 0.71812708044854012 4.3665535209001973 4.6073650212038046 1.9672597576864013 0.64908089872915287
leaf_count=672 22 170 152 31 81 14 56 50 56 24 752 22 604 16 30 32 24 40 30 68 38 31 256 19 291 78 84 190 58 43
internal_value=0.000178181 -6.23603e-05 0.000197747 0.000271316 9.39428e-05 -8.05562e-05 3.41189e-05 -0.000433646 -2.08795e-05 0.00106288 0.000268265 0.000236332 0.000266691 0.000229313 -0.000653012 0.000258018 0.000231596 -0.000555902 0.000651396 0.000225485 0.000884799 -0.000926656 -0.0011771 -0.000449597 -0.000247416 0.000164741 6.27067e-05 0.000167654 -0.000107289 -0.000916898
internal_weight=126.258 9.49736 116.761 68.3319 48.4288 24.2021 21.3135 6.18795 4.74461 2.89223 24.2266 65.4397 62.6661 59.0927 1.8619 57.2308 3.97716 1.38293 2.59422 15.1255 3.57338 2.88869 2.43793 2.7736 1.04652 14.477 12.3084 11.5903 6.98289 2.61634
internal_count=4034 842 3192 838 2354 1521 791 256 200 55 833 783 742 682 46 636 150 64 86 535 60 730 699 41 443 521 453 375 185 101
is_linear=0
shrinkage=0.00196078


Tree=911
num_leaves=31
num_cat=0
split_feature=4 2 2 4 1 2 2 4 4 2 4 2 4 0 1 2 2 1 2 2 4 2 2 1 3 2 0 0 1 1
split_gain=0.0404655 0.189842 0.252755 0.11321 0.0843583 0.296806 0.0822707 0.0538058 0.221863 0.490214 0.231295 0.122866 0.118979 0.194859 0.225217 0.123817 0.269093 0.106036 0.25831 0.118479 0.22879 0.111604 0.0905602 0.0927989 0.270516 0.201341 0.199781 0.285106 0.141098 0.212875
threshold=33.96174662340001 0.15844000000000005 -0.116995 34.466665687600006 69.563854125350005 0.10957500000000002 -0.098419999999999994 37.038444968100009 36.620308449100001 -0.081354999999999997 36.364346611650006 -0.26894999999999997 37.828051409500013 91.066142252700018 64.307918480350011 -0.033799999999999997 -0.046635000000000003 70.897329358050015 -0.117885 -0.070909999999999987 35.171584490050009 -0.10051499999999999 0.22598000000000004 76.279622535200005 0.10608500000000003 0.13747000000000004 97.521130223850008 97.878695155250014 75.634392583900009 75.408562100950022
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 -2 8 10 -10 11 -5 13 14 -9 16 -15 19 -19 20 -13 -22 23 28 25 26 -25 -28 29 -14
right_child=3 -3 4 7 5 -7 -8 12 9 -11 -12 17 22 15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.10408038003518305 0.010826095639289544 -0.085341299358572736 0.069834974311495934 0.045757633374781476 -0.075092049733142069 0.10375657230910224 0.081994430530199919 0.0078719603969195136 -0.1052789511020932 0.011553132916215072 0.059904367440273269 -0.1045798352598742 0.00094218113930950073 -0.10574887977888583 0.10214091393866927 0.023749982149110005 0.014147280141604268 0.0027195902679535769 -0.10725875564464463 0.0082499673827677155 0.065280156033108813 -0.03152058940465767 -0.022772229675042558 -0.10352966186967674 -0.070393477725486722 0.073179611407109754 0.095454078810506632 0.0091473425105171764 -0.032015481314369633 0.039946719967230995
leaf_weight=0.16647288761886614 0.35461798392998389 0.30006441916430049 0.32978061266476177 0.43287098115956713 0.21892706533424189 0.16104896467732033 0.29971623126038949 0.48187067790422522 0.65914900511074848 0.78905621153171501 0.62043577547217399 0.30124147027890957 81.509266057392779 0.27956368876266458 0.53459734097123146 1.2911498387729805 0.56655895803123713 0.53957036285305549 0.35346555498961141 2.6072235953179188 0.19312608923064523 0.31074213841930054 1.4929789403331586 0.1463045744021646 0.37235447858438409 0.58630004491533316 0.40882356505608175 6.0016100550789133 1.2668406462580595 1.4236903200726363
leaf_count=127 30 61 19 33 48 4 19 28 41 34 31 8 2056 67 15 25 4 21 65 35 41 10 145 85 59 31 7 819 38 28
internal_value=0.00175186 -0.0166914 0.00681769 0.00196082 0.0328288 0.000711115 0.0434246 0.00169784 -0.00689465 -0.0416229 0.00249079 -0.00502707 0.0023048 0.0214076 0.0574514 0.00426549 -0.0254671 -0.0101331 -0.0408101 -0.00210464 -0.0356365 0.00558187 0.00165845 0.00205614 0.0127032 0.0170349 0.0120145 0.0146515 0.00110582 0.00161176
internal_weight=104.999 1.17629 0.87623 103.823 0.709757 0.379976 0.654334 103.169 6.80688 1.44821 5.35868 4.73824 96.3619 3.15374 1.01647 2.13727 0.846123 4.30537 0.893036 3.41233 0.80511 0.503868 93.2082 91.7152 7.51539 7.14304 6.55674 6.41043 84.1998 82.933
internal_count=4034 259 198 3775 71 52 49 3726 319 75 244 213 3407 139 43 96 71 180 86 94 59 51 3268 3123 1001 942 911 826 2122 2084
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=4 0 4 0 3 4 1 4 1 0 4 1 4 0 4 0 0 0 4 0 0 0 4 2 1 0 0 0 0 3
split_gain=0.139259 0.300925 0.562098 0.38659 0.457432 0.562515 0.356243 0.34763 0.329346 1.00408 0.326343 0.325523 0.314413 0.392454 0.332016 0.452054 0.461987 0.315322 0.426807 0.371901 0.389941 0.312583 0.276372 0.488751 0.428901 0.347811 0.251606 0.239954 0.227687 0.227026
threshold=42.094663496250007 86.329079026800017 42.686561923500008 86.89903215050002 0.087555000000000022 43.218894539100006 62.00390986255001 42.283941020600004 62.020040611300011 87.350693116400024 42.488347682450005 61.778079379550007 43.157831852650006 91.568883923100017 42.67709657435001 90.407470010750018 92.805574663100018 95.469836670350006 43.487767439550005 96.163458868000006 96.741477366050006 97.521130223850008 42.719328117250008 -0.095854999999999996 61.950140699950005 86.20003303655001 102.03236296680001 94.203572890950014 67.144241807950024 0.087245000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 5 -3 -5 -8 -9 -10 27 -2 14 -14 -12 -16 -17 18 -15 -19 -21 -18 -4 -24 25 28 29 -11 -25 -22
right_child=1 3 22 6 -6 -7 7 8 9 10 12 -13 13 17 15 16 21 19 -20 20 26 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00017421523190376556 0.00044918274191519167 0.0016494603792937235 0.0014128440897689183 -0.0014453886495892519 -6.4159048485555626e-06 9.1336292740047217e-05 -0.0014969991968971277 0.0020751178908016941 -0.0023504276970395302 0.0012762276868004236 3.3818648950460664e-05 -0.0016752103556876986 0.00076721238796171307 0.0012286105678538748 -0.0018139809873640189 0.0017598736248985018 -0.0020902830787066502 0.0012278094608419361 -0.0020656803200151709 -0.0022949614472787955 -0.00016541869021909262 0.00042096952928874005 0.00014649894710596831 0.0017786313649137528 -0.0020508061307772858 0.0021243494631265013 -0.0020193605053325813 0.00023536366862533478 -0.0019963019297762532 0.0010598397057431533
leaf_weight=93.768873775259067 0.34318489689030496 2.1553016966208847 0.47331099957227696 0.64016609638929622 3.2258679661899805 1.5183940418064592 0.54851476504700514 0.31486794352531688 0.64498469419777649 1.4816118143498926 3.469298379503015 1.44478107948089 3.3715666030911944 0.20279779913835216 1.1229499690234663 0.36441040330100782 0.40966120528173633 0.91045775124803174 0.59435257266341068 0.30592828613589551 2.072139640125898 0.3563151028847642 4.9807276410065233 0.081254628021270703 0.83897941026953049 0.21490603685379028 0.21524462143020162 2.002343801468669 0.25177790576344705 0.80816508224233974
leaf_count=2328 31 64 4 11 24 8 41 2 16 11 54 76 81 6 16 10 26 20 195 15 83 41 225 2 105 1 368 57 90 23
internal_value=0.000134672 2.98212e-05 -0.000288556 0.000132578 0.000532363 0.00100546 -6.48033e-06 4.15067e-05 8.67627e-05 5.26114e-05 0.000140241 -0.00126745 8.33056e-06 0.000247976 -0.000346812 -0.000932841 -5.7497e-05 -9.46763e-05 -0.0012276 0.000114768 -0.000183154 -0.000922104 -3.27096e-05 -0.000140159 -0.00116961 0.000179642 2.55523e-05 0.000678009 -0.00107528 0.000178368
internal_weight=129.133 35.3643 8.62892 26.7353 6.89956 3.6737 19.8358 19.1956 18.6471 18.3322 17.6872 1.78797 14.2033 8.48065 5.72264 2.25334 1.13039 5.10909 0.79715 4.31194 3.40148 0.765976 6.84096 6.36765 1.38692 0.547939 3.09555 3.48396 0.333033 2.8803
internal_count=4034 1706 534 1172 96 72 1076 1065 1024 1022 1006 107 938 791 147 93 77 710 201 509 489 67 427 423 198 93 474 68 92 106
is_linear=0
shrinkage=0.00196078


Tree=913
num_leaves=31
num_cat=0
split_feature=0 1 4 3 3 3 4 2 4 0 4 3 2 3 1 3 2 1 1 0 0 1 1 4 1 1 3 2 2 3
split_gain=0.168216 0.35531 0.282891 0.274454 0.20398 0.39683 0.412949 0.240981 0.465606 0.364962 0.249058 0.506579 0.227339 0.284324 0.240013 0.257505 0.160618 0.14861 0.575007 0.376357 0.457507 0.568465 0.301403 0.243228 0.333901 0.654629 0.534256 0.255589 0.22365 0.507689
threshold=85.667718326750006 62.052302108850007 44.756878345700009 0.11922500000000003 0.10184000000000003 0.090735000000000024 38.748048509250005 -0.23349 48.96897326980001 77.693751511800016 48.86568841230001 -0.23921499999999998 -0.116995 0.087795000000000026 61.977025281250008 0.049900000000000007 -0.018034999999999999 66.590419433100024 66.351146659450009 91.937202686950016 90.767723400200012 67.300172379550006 65.611820673600008 38.625745710700009 63.705703859100005 62.837331883000012 0.087555000000000022 -0.091179999999999997 -0.059424999999999999 0.083495000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 8 9 10 11 -1 -9 14 15 -14 -17 18 22 20 21 -19 23 27 25 -25 -26 -2 29 -21
right_child=17 2 -4 -5 -6 6 -8 12 -10 -11 -12 -13 13 -15 -16 16 -18 19 -20 28 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0021213359645012439 9.1567879699554845e-05 -0.0020435646032127548 0.0010189314130973472 -0.001364439804280437 0.00053506507893438977 0.00028826242886407258 -0.0021862440168812711 0.00098218093262630152 -0.0016574645913989916 -0.0020677919847914505 0.0020518215227342327 0.0015810085735744311 -0.0019582771861409911 -0.0020394563808553878 0.00095648471290378121 -0.00093084702333280373 0.0010593925904786054 0.0011818657464991217 0.0012422400520658999 -0.00095256614454898168 -0.0017469744308080313 -0.0016107359479658133 -0.00046694237520381911 0.00017198851601107212 0.00054068830025692165 0.0013566649387130884 -0.0016415212217419583 0.0011199280598857223 0.00024955382289038605 7.0278851834169683e-05
leaf_weight=0.2461904015726758 1.5857670027762654 0.57490501928987292 0.14526731720252428 0.53521862835623402 2.687218090519309 0.43307441280194303 0.64613132041995414 1.5191164532243395 0.75272021908313025 0.20326804998330772 0.38268745690584183 0.33601370405085385 0.29819223537197082 0.23638256592676032 0.91907377872848883 0.2638344238512218 0.38107441464671865 0.71378432540222936 2.0524434689432374 2.0772836579063201 0.94521141560107924 0.46141155769510078 2.5922784470021716 56.099076879676431 0.78322971332818159 1.8525305041111995 0.96004994213581085 2.2442741580307475 22.516679841708541 18.315435340367458
leaf_count=56 26 115 55 24 41 18 37 172 30 29 3 40 116 27 27 14 38 13 30 700 68 52 41 614 21 44 25 37 757 764
internal_value=0.000140321 -9.63561e-05 -0.00142582 9.43343e-07 7.94796e-05 -0.000105516 -0.00119325 0.000106432 -0.000454859 0.000320058 0.000823092 1.54379e-05 0.000404462 -1.37414e-05 0.000243401 -0.000451516 0.000245179 0.000162401 0.000220142 7.49878e-05 -0.000731404 8.54199e-05 0.000188414 0.000215157 0.000184425 0.000209859 -0.000661087 0.000694152 0.000114836 -3.39122e-05
internal_weight=123.76 10.5604 0.720172 9.8402 9.30498 6.61776 1.07921 5.53855 1.92088 1.16816 0.964892 0.582204 3.61767 2.09856 1.86217 0.943101 0.644909 113.199 68.1697 45.0298 2.12041 1.1752 66.1172 63.5249 59.6949 57.9516 1.74328 3.83004 42.9094 20.3927
internal_count=4034 842 170 672 648 607 55 552 158 128 99 96 394 222 195 168 52 3192 838 2354 133 65 808 767 704 658 46 63 2221 1464
is_linear=0
shrinkage=0.00196078


Tree=914
num_leaves=31
num_cat=0
split_feature=0 1 3 3 3 4 4 3 2 4 0 4 3 2 1 1 0 4 1 0 1 0 4 2 2 2 4 1 3 3
split_gain=0.148912 0.400344 0.234426 0.347952 0.319768 0.433284 0.206179 0.175288 0.152366 0.489534 0.377281 0.238665 0.393236 0.230461 0.265871 0.188872 0.206746 0.18077 0.18359 0.140796 0.56425 0.386614 0.318243 0.195967 0.19037 0.170657 0.222047 0.145243 0.632556 0.473331
threshold=85.667718326750006 62.052302108850007 0.11922500000000003 0.10184000000000003 0.090735000000000024 38.748048509250005 44.756878345700009 -0.27628999999999998 -0.23349 48.96897326980001 77.693751511800016 48.86568841230001 -0.23921499999999998 -0.116995 61.977025281250008 61.87486387225001 85.121961326250016 40.750688432250008 54.879495816850003 85.812895065800021 62.025417527550012 85.861287312150012 41.319407281650008 -0.087234999999999993 -0.08786999999999999 -0.63113999999999992 41.035283712600005 61.987779113750001 0.094175000000000023 0.08376500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 -3 -2 9 10 11 12 -1 -10 15 16 17 -15 -19 20 22 -21 -9 -22 -24 26 -23 28 29 -27
right_child=7 6 -4 -5 5 -7 -8 19 13 -11 -12 -13 -14 14 -16 -17 -18 18 -20 21 23 25 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0020732739327468195 -0.0010302311772768355 -0.002041822395304406 -0.0012318190941087552 0.00066172008002875584 0.00040352890527234721 -0.002169577641825579 0.00067906051136422743 -0.0005265241673652368 0.00087156165166924491 -0.0017080625113605596 -0.0020717825832921228 0.0020577825012319524 0.0014652917648783788 -0.0020724745803343118 0.00059305492676185506 -0.0021051961516226313 0.0019860208016861569 -0.0019943955279283364 0.0007775490518724782 -0.0011048975075712722 0.00059555306407967632 0.00035216392295088223 0.00087462374195435141 0.0017102846119184075 2.8528973120553195e-05 0.0001628645185251772 -0.0016440946089990066 0.00019601584860415525 0.00044093166617672228 -0.0010466974892241764
leaf_weight=0.20362085157466925 0.46677497220843989 0.55679963736838622 0.53808645857498127 2.9120947683695704 0.41809369673137531 0.63183095617569052 0.13256731073488481 2.0762571375817043 1.4583833229426066 0.70140149910002936 0.19649061191012152 0.39930345863103867 0.29664503795356489 0.24703012197278418 1.0126219950616357 0.30600000312551856 0.12824776116758585 0.12713931738835527 0.33107970028504496 0.92912546778097649 1.0986827649176123 0.40467336157689615 1.8815672509372232 1.3529809601604936 2.2390445976052433 2.1480229608714563 0.45519476652043522 96.098301948067444 5.0575681696645916 2.9549895866075531
leaf_count=56 55 115 24 41 18 37 55 17 172 30 29 3 40 18 39 25 4 99 37 18 30 33 16 16 24 23 14 2871 41 34
internal_value=0.00014882 -7.37632e-05 2.67624e-05 9.90385e-05 -0.000154695 -0.00114493 -0.00151859 0.000168952 3.75541e-05 -0.000428902 0.000389672 0.000927321 2.50062e-05 0.000269776 -0.000138025 -0.000787704 -0.000304016 -0.000720453 8.434e-06 0.000173749 0.00041448 0.00015448 9.94601e-05 0.00121073 0.000414876 0.000165404 -0.00070461 0.000172444 -5.04992e-05 -0.000537554
internal_weight=127.761 10.5974 9.90807 9.36998 6.45789 1.04992 0.689367 117.163 5.40796 1.79746 1.09606 0.899569 0.500266 3.6105 2.15212 1.1395 0.833497 0.705249 0.458219 116.696 8.64853 108.048 6.19687 2.45166 4.12061 107.119 0.859868 106.259 10.1606 5.10301
internal_count=4034 842 672 648 607 55 170 3192 552 158 128 99 96 394 222 183 158 154 136 3137 103 3034 57 46 40 3016 47 2969 98 57
is_linear=0
shrinkage=0.00196078


Tree=915
num_leaves=31
num_cat=0
split_feature=0 3 3 0 4 4 0 2 2 2 4 3 2 2 4 2 1 3 3 4 0 0 0 1 1 1 3 1 3 4
split_gain=0.0404302 0.167946 0.117566 0.0867286 0.0420368 0.0744707 0.0403319 0.267611 0.0584718 0.307552 0.567833 0.316693 0.221442 0.295475 1.14669 0.469782 0.345217 0.306669 0.138638 0.168285 0.132944 0.545958 0.45346 0.341124 0.239139 0.19722 0.182536 0.471048 0.358466 0.375754
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 103.48144189910001 42.402981339000007 42.434124620650003 102.21786657775002 -0.016679999999999997 -0.091919999999999988 -0.08854999999999999 41.50623664750001 0.086030000000000009 -0.085584999999999994 -0.081354999999999997 41.806790701050012 -0.083424999999999985 62.079186690200011 0.085335000000000022 0.096515000000000031 42.434124620650003 85.705356740550016 85.334349518600007 85.812895065800021 61.998532946250002 62.041548276350007 61.778079379550007 0.083365000000000022 67.300172379550006 0.084360000000000018 36.491284729650012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -6 8 -8 20 10 -10 -12 18 14 -14 -16 -17 -18 19 -11 21 25 -22 -24 -25 -1 27 -26 -28 -30
right_child=1 -3 -4 4 5 -7 7 -9 9 12 11 -13 13 -15 15 16 17 -19 -20 -21 22 -23 23 24 26 -27 28 -29 29 -31
leaf_value=0.011074210091612925 0.0050720365408142044 -0.10284120328062185 0.081225609154100806 -0.10184746277641683 0.10113736641824503 -0.10132996853973025 -0.022573070481094734 0.065240453024492093 0.0038572615623219974 0.026981233112344762 -0.032677172067504277 -0.1240092961510839 -0.11709989286157302 0.0021651709806115799 0.053468852409373692 0.0061203116125048721 -0.0060332174329781191 -0.11802974417540923 0.043451567634308304 -0.017606029250892229 0.05684097240276656 -0.1080861658721068 -0.029365642605694048 0.041964350589354014 0.0065871590112572057 -0.068609000427739195 0.071348262075539362 -0.062718613446807792 0.04700646612457917 0.0018151773144495132
leaf_weight=2.9072172487749413 0.57574114823182643 0.18933223483838901 0.15102166308588494 0.13952588270878152 0.033624570816755295 0.039516820883704895 0.73276523557433393 0.65928072745737043 2.3230503817321728 2.1788160288706417 0.82672716403612845 0.70206480007618666 1.0327747121991695 53.290606169332932 1.2003048601327462 1.6421389607712633 0.43762240232899774 0.5539931554812938 1.8414506885455919 1.3843092593015169 1.7434428520500684 0.51673961720371142 2.7236785329878357 1.9001985434442783 3.6728522470803027 0.34776708174285875 0.89265466458164411 1.3379086200384334 2.0553383343794875 17.553034179007227
leaf_count=296 20 217 20 407 1 295 36 25 29 26 22 30 39 1316 24 35 11 31 25 26 21 42 23 24 53 180 17 315 51 377
internal_value=0.0019048 -0.0169195 0.000397168 -0.0150857 -0.0696576 -0.00825166 0.00210821 0.0190159 0.00187985 0.000147724 -0.0272901 -0.0746195 0.00181045 1.11224e-05 -0.0235752 0.00161745 -0.0220133 -0.0686031 0.0211726 0.00965864 0.0051552 -0.0125983 0.00725567 0.00438701 0.0077407 0.00256074 0.00519161 -0.011918 0.00937345 0.0065521
internal_weight=105.585 1.12876 0.93943 0.788408 0.212667 0.0731414 104.457 1.39205 103.065 67.4139 3.85184 1.52879 63.562 58.1574 4.86683 3.83406 2.63375 0.991616 5.40458 3.56313 35.6508 3.77172 31.8791 30.1357 27.412 3.25498 25.5118 5.01076 20.501 19.6084
internal_count=4034 960 743 723 703 296 3074 61 3013 1614 81 52 1533 1456 140 101 77 42 77 52 1399 518 881 860 837 476 813 368 445 428
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=1 2 1 4 1 2 4 4 2 0 0 4 1 3 3 0 0 4 1 4 0 3 3 0 3 4 4 4 4 2
split_gain=0.0401842 0.136712 0.0950916 0.049874 0.055703 0.0712528 0.0411673 0.235826 0.540142 0.255297 0.377737 0.30387 0.383286 0.298329 0.172762 0.146544 0.200186 0.15724 0.304285 0.102498 0.232154 0.0775781 0.410078 0.682815 0.259368 0.256844 0.225896 0.168596 0.161262 0.131495
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 38.903925214650009 83.116371560950014 -0.086139999999999994 37.038444968100009 36.620308449100001 -0.081354999999999997 89.813320763900023 89.582113364650013 36.124181380200007 65.611820673600008 0.10335500000000002 -0.09053499999999999 91.937202686950016 93.692765846100016 35.050303764500008 70.171445662850019 37.52517992975001 92.805574663100018 0.088145000000000015 0.08883000000000002 87.278104746850019 0.088075000000000028 38.121007182500009 43.752965619700007 38.748048509250005 43.933728833200007 -0.11103999999999999
decision_type=2 2 2 2 2 2 2 2 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 9 -9 10 11 12 13 -1 -11 -16 -17 -18 -19 20 -8 24 23 -23 25 -21 29 -27 -28 -24
right_child=1 -3 -4 4 -6 -7 19 8 -10 14 -12 -13 -14 -15 15 16 17 18 -20 21 -22 22 26 -25 -26 27 28 -29 -30 -31
leaf_value=-0.034091735689045888 -0.023484363657647816 -0.084032745474823575 -0.1019340997042839 -0.10099628315570253 0.091316888979574684 0.10102796391869678 0.078891011395978247 -0.11601395790365365 0.010915707918118696 0.05320957787848335 0.10322630721488633 0.097494638427117947 -0.12580500953159307 0.086384148084414025 -0.043107007834192558 0.050167652949807462 0.0030275722786741854 0.0055675300858189008 -0.10605683531316781 0.058526531261986696 -0.0020335479909106735 -0.081159262222108244 -0.010601269794973446 0.01380331434418363 0.050962704483661372 -0.026240626198449763 0.085648941411635593 0.0042216217951794536 0.0140569662662695 0.0029964018383869897
leaf_weight=0.51544571487965896 0.10776654312394385 0.23440916303496706 0.061945671179145734 0.040906432122255865 0.16145042190692038 0.030456041917204857 0.56681393331382313 0.5806829033044778 0.79324060052749679 0.40621614344854595 0.55337029695510853 0.28625384526094411 0.25449826288968325 0.3418598105199635 1.3111665878968777 0.57256401702761683 1.7605087607735188 0.51911377161741246 0.46115149187244242 0.84313470294000481 0.94640441029332578 1.5981917013596096 8.6541507137517311 1.4388784072943961 1.2068440988659848 1.9093518660520192 0.52352800285188894 37.509004505422126 0.78852711232320871 39.904214589198091
leaf_count=134 29 442 398 81 9 1 27 29 25 27 8 30 6 21 19 16 56 2 47 45 32 26 209 32 8 39 9 1457 59 711
internal_value=0.00171935 -0.023322 0.0120327 0.0327613 0.0587968 -0.0147765 0.00187235 -0.00485946 -0.0427306 0.00259269 0.0332947 0.00561485 -0.0180412 0.0139493 -0.0093167 -0.014809 -0.00361081 -0.0148454 -0.0469445 0.00245898 0.0282788 0.00204499 -0.000493291 -0.0361687 0.00528345 0.00391421 0.00167931 0.00274609 0.0426231 0.000573003
internal_weight=104.882 0.636934 0.402525 0.340579 0.232813 0.0713625 104.245 8.35607 1.37392 6.98215 1.95143 1.39806 1.1118 0.857306 5.03072 4.6245 3.31334 2.74077 0.980265 95.889 1.51322 94.3758 52.9075 3.03707 41.4683 40.2615 49.8704 39.4184 1.31206 48.5584
internal_count=4034 960 518 120 91 82 3074 420 54 366 199 191 161 155 167 140 121 105 49 2654 59 2595 1046 58 1549 1541 988 1496 68 920
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 0 1 0 1 4 3 2 2 4 4 2 0 0 2 0 2 4 3 2 4 0 4 0 4 3
split_gain=0.121374 0.676649 0.353638 0.347418 0.285492 0.269903 0.471653 0.248684 0.3068 0.432786 0.257554 0.256449 0.22353 0.589316 0.71833 0.383713 0.266478 0.304611 0.234302 0.330696 0.328654 0.729855 0.21051 0.203842 0.198304 0.571754 0.64418 0.502627 0.379238 0.432078
threshold=66.590419433100024 90.297243227400017 65.611820673600008 92.313586825200005 0.09091500000000001 90.767723400200012 67.300172379550006 87.350693116400024 64.02831883475001 40.664404858950007 0.097015000000000032 -0.026144999999999998 -0.059424999999999999 38.244973486750006 35.050303764500008 -0.068964999999999985 92.805574663100018 93.399723909900004 -0.016334999999999999 94.047642319350018 0.048475000000000011 36.957836847500012 -0.046510000000000003 0.0023400000000000005 41.975471476700008 86.329079026800017 42.434124620650003 86.83719761350001 43.218894539100006 0.088435000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -2 8 24 -10 -11 -9 13 14 -5 16 -15 -18 19 -14 21 -20 -23 -13 -1 26 -26 28 29 -27
right_child=3 4 -4 12 -6 -7 -8 11 9 10 -12 23 18 15 -16 -17 17 -19 20 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00020910239354299224 0.0010934660368357512 0.0014517287546877147 -0.00064957659323209552 0.00023479826752312899 0.00034943542764276375 -0.0012207571318963697 -0.0015101015231435437 0.00031160635720080466 -0.0022920058319766058 0.00083879200423142 -0.0021644145082545946 0.0017151526106130896 0.0014516605738987105 0.0015437918589009385 -0.0019379239346914011 -0.0013711364445146436 -0.0023430826984022833 0.00011913231919420295 0.0015834268098390877 0.00033896912391221951 0.00019507827963672857 0.00062846935905666547 -0.0019146408407404493 0.00033763262625715267 -0.0020878056745760746 0.0016140087932453469 -0.00022689532304084103 -0.00060502282016842361 -0.00023862979433481507 0.00039949506573794941
leaf_weight=42.482344883806945 0.68074973230250113 2.216463517863303 2.0780548029579213 1.0594524739390778 1.5248236022889612 1.3991898180684073 0.44068891282222467 10.679501807317136 0.48520518208351748 0.49217533512273803 0.14131028784322552 0.97741642966866382 1.233432780951264 0.49951376748504728 1.3064336483421355 0.67807893815734033 0.1954430199693914 16.656169043680393 0.37495065211123701 6.1336819958769411 13.127253381435819 0.14390653670670861 0.95969837155826088 0.71522415615618229 0.78849405267101413 1.8110124934464673 7.691931198374732 1.7473379559814928 1.6204145345836876 2.9782961532473564
leaf_count=687 13 48 37 104 16 81 62 119 28 90 12 30 21 10 217 41 10 1074 11 152 444 6 118 22 63 62 400 25 10 21
internal_value=0.000142189 0.000188727 0.000147965 6.0878e-05 0.00100247 -0.000646339 7.03487e-05 0.00017079 0.000118786 -0.000898474 0.000168873 0.000423993 0.000102953 -4.48763e-05 -0.000964971 7.58633e-05 0.000132412 9.05758e-05 0.000240167 0.000525261 9.63666e-05 -0.000780038 -0.00158303 0.00113308 0.000138035 -4.34284e-05 -0.000399919 0.000327195 0.000581324 0.000858747
internal_weight=123.319 78.43 74.6887 44.8886 3.74129 2.52063 1.12144 72.6107 60.2385 1.11869 0.633486 12.3721 42.368 20.3951 2.36589 18.0292 17.3511 16.8516 21.9729 7.36711 14.6058 1.47856 1.1036 1.69264 59.1198 16.6375 8.48043 8.15706 6.40972 4.78931
internal_count=4034 1670 1606 2364 64 156 75 1569 1398 130 102 171 2208 1456 321 1135 1094 1084 752 173 579 135 124 52 1268 581 463 118 93 83
is_linear=0
shrinkage=0.00196078


Tree=918
num_leaves=31
num_cat=0
split_feature=3 2 2 4 4 4 2 2 3 3 3 4 2 3 2 2 4 2 3 3 0 2 1 2 2 2 0 0 4 0
split_gain=0.112792 0.187426 0.26864 0.227388 0.621411 0.129955 0.115204 0.362578 0.322007 0.547367 0.44987 0.560791 0.44531 0.463303 0.418493 1.48541 0.540403 0.630786 0.354076 0.414435 1.24781 0.318182 0.311336 0.306057 0.558624 0.456622 0.333769 0.288527 0.278265 0.24688
threshold=-0.27628999999999998 -0.031449999999999999 -0.23349 48.96897326980001 48.86568841230001 32.724174661450007 -0.06483499999999999 -0.075639999999999999 0.083365000000000022 0.08674500000000003 -1.0000000180025095e-35 40.636252116050009 0.04932000000000001 0.08481000000000001 -0.053159999999999992 -0.046635000000000003 39.861052345600008 -0.058374999999999996 0.087555000000000022 0.091645000000000018 95.620390325650007 0.022350000000000005 70.077349628250019 -0.076484999999999984 -0.077085000000000001 -0.078649999999999984 94.496614827150012 102.31465107045001 39.525197829750006 85.877418060900013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 10 12 11 22 13 -10 16 -16 -11 -18 -17 20 -20 28 -8 24 25 -7 -27 -22 -12 -21
right_child=5 -3 -4 -5 -6 6 8 -9 9 14 21 -13 -14 -15 15 18 17 -19 19 29 27 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0020904423953606696 -0.00078558276197763133 -0.0020655902466585004 0.0009506215716992343 -0.0021632150600277588 0.002060128625741957 0.00012330196184300805 0.00089811543380596587 -0.00029091253084931909 -9.0180769452888199e-05 0.0016566801085310797 0.00077050269641699325 -0.0011253867196457702 -5.1882488351015519e-05 -0.0023623270789935686 -0.0025751723500073462 0.0013326854947812315 0.0010565363685144658 -0.0008142290647606881 -0.0015084933657456721 -0.00038253130067004596 0.00020704915681783492 0.00043164776469781002 -9.1379911794964151e-05 0.0010681822301132681 -0.001576738573416419 0.0018160681465256908 -0.00027302485913016623 0.0018529739878775896 0.0018858462132968854 0.00034818408413532059
leaf_weight=0.28258271579215932 0.57515285759279677 0.21828402685787196 0.55441416268877208 0.30401676148176193 0.27233833074569702 64.40669840752048 2.2091762181371459 8.1071490037493259 0.57647547042324665 1.6319261644966889 2.3144841297653298 1.2373494831067544 2.245093607905801 0.85936553293868201 0.76986431171826808 1.00163637124752 1.5849447821092324 1.2312784390524032 2.0811907644456396 1.9875386964558881 1.9918839731253686 5.1990709103115478 2.7373684505837446 1.3612187663093198 0.73009437881410022 1.0520120486617077 0.4080857519438722 0.51543196420880111 1.3685068995837353 16.834329903417256
leaf_count=69 151 68 51 8 2 2144 34 132 17 28 17 137 98 33 18 26 41 22 81 66 26 140 72 12 26 71 15 94 55 280
internal_value=0.000137626 -0.000374576 -0.000113409 -0.000800203 -5.34687e-05 0.000144311 0.000148609 0.000101031 0.000223418 0.000115834 0.000461287 5.52173e-05 -0.000597286 -0.00145008 0.000204425 0.000106486 0.000758875 0.000238621 0.000191056 0.00014221 -0.000386174 0.000744003 0.000350539 0.000147789 0.000128976 0.000147883 0.00123218 0.000545404 0.00118494 0.000271023
internal_weight=126.649 1.63164 1.41335 0.858938 0.554921 125.017 124.442 76.0653 48.3769 33.311 15.066 6.18389 3.68093 1.43584 29.63 25.1819 4.44815 2.81622 24.412 23.4104 4.58851 8.88206 4.94654 67.9581 66.5969 65.8668 1.4601 2.50732 3.68299 18.8219
internal_count=4034 198 130 79 71 3836 3685 2400 1285 830 455 243 148 50 682 591 91 63 573 547 201 212 106 2268 2256 2230 86 120 72 346
is_linear=0
shrinkage=0.00196078


Tree=919
num_leaves=31
num_cat=0
split_feature=0 4 4 0 0 3 4 2 1 1 4 2 1 1 0 4 4 1 0 4 4 0 1 4 2 2 0 0 0 3
split_gain=0.135245 0.196838 0.259562 0.114284 0.276095 0.334095 0.219 0.205214 0.172086 0.261168 0.656995 0.275835 0.154265 0.244736 0.383099 0.296311 0.260339 0.170189 0.599573 0.457956 0.622297 0.552147 0.383198 0.285993 0.58342 0.332423 0.471577 0.289052 0.787645 1.09986
threshold=103.33357670195001 40.80591513400001 40.890797847750008 76.451683855550016 71.332859575200004 0.10507500000000002 44.952171034750002 -0.23349 58.167480110400007 61.622148808000013 35.171584490050009 -0.016334999999999999 61.901748453550006 61.93400995115001 85.495657006400009 44.756878345700009 40.664404858950007 64.665483411650015 89.493394246350007 39.577821550850011 40.159267750750011 86.20003303655001 65.29995953045001 40.563919884450009 -0.0034049999999999996 -0.026144999999999998 86.565663342300013 85.812895065800021 85.995710218650018 0.10932000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 10 -10 -12 -11 16 15 -15 -14 18 19 21 -21 -16 -19 -22 25 27 -27 -25 29 -29
right_child=1 2 -4 8 5 -7 7 -9 9 12 11 -13 13 14 17 -17 -18 22 -20 20 23 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0020076671403733621 -0.0019853672177464754 0.0019977400425443201 -0.0010158619855870012 0.00085869339404104448 -0.0020145794720777856 0.0020006518253407285 -0.00030530005048140274 0.0012270142848357117 0.0017496015193065443 0.00043812062709621443 -0.0016656467273183601 0.00012503134122426543 6.661467100729756e-05 -0.002017704238130249 0.0017114502448796292 0.0012259683355944381 -0.00099196760388746224 -0.001148271327582987 0.0013898509311177161 -0.00071836066129059468 0.00059375991570563482 0.0002103302387270879 9.9481001043935221e-05 0.0005521793886553286 -0.00084106983899224228 -0.00032911583417130982 0.001794855581570713 -0.002297169758898222 0.00017186022942185112 0.00036866946661121718
leaf_weight=0.16337391204251561 0.28453777006973169 0.17235633340533241 0.30314979404886344 1.2745883451716498 0.53091858498009958 0.09373948723077774 0.73464218552180682 0.61928555544000097 0.37699840287677844 6.5722731149289748 1.1081859738624187 0.47142262928537082 2.1786799356341358 0.52215125250222527 1.6346027869731181 0.13660309356055222 1.5138330580084582 0.96310651442035933 1.6668220367282618 3.0147156976163378 6.1782249193638554 2.2235930319875479 54.205115260760067 5.958963486365966 2.2000492999795886 0.62674294842872669 1.1202597105875609 1.2252348214387923 28.051684595644474 1.1567895254120228
leaf_count=173 433 11 489 33 212 2 40 8 20 58 60 25 18 126 15 55 39 21 43 23 42 36 1522 103 39 28 24 39 292 5
internal_value=0.000129235 -0.000695417 7.6476e-05 0.000134189 -0.000314876 -0.00141203 0.000136812 0.000395579 0.000141922 0.000134501 -0.000576154 -0.00113123 0.000145979 0.000129221 0.000145758 -0.00134508 -0.000367376 0.000154668 0.000231792 0.000195638 0.000144956 0.00084631 7.76982e-05 0.000200905 0.000140738 0.000197372 0.00103287 0.000157265 7.994e-05 -0.00100255
internal_weight=127.283 0.760044 0.475506 126.523 2.14196 0.624658 1.5173 1.35393 124.381 123.106 1.95661 1.57961 121.149 114.577 110.885 0.658754 3.69251 110.226 55.0577 53.3909 49.5327 3.8582 55.1682 46.5179 40.3397 38.1397 1.747 36.3927 30.4337 2.38202
internal_count=4034 933 500 3101 435 214 221 48 2666 2633 105 85 2528 2470 2413 181 57 2232 689 646 595 51 1543 572 530 491 52 439 336 44
is_linear=0
shrinkage=0.00196078


Tree=920
num_leaves=31
num_cat=0
split_feature=0 1 3 4 1 1 0 0 2 3 2 1 4 0 3 2 1 4 1 0 3 0 2 2 2 2 4 3 2 4
split_gain=0.152335 0.249549 0.22093 0.215704 0.190466 0.647996 0.35589 0.474259 0.333204 0.468576 0.430788 0.90067 0.352187 0.571907 0.429995 0.328603 0.309835 0.438686 0.290744 0.32224 0.301679 0.280247 0.269865 0.37492 0.370714 0.332495 0.57559 0.273104 0.260609 0.713868
threshold=85.667718326750006 62.052302108850007 0.11922500000000003 44.756878345700009 66.590419433100024 66.351146659450009 91.937202686950016 91.394134144600017 -0.059424999999999999 0.083495000000000028 -0.091919999999999988 70.776348742200014 43.680097826700013 97.39208423365001 0.084565000000000015 -0.016334999999999999 67.300172379550006 47.533407732750007 65.611820673600008 87.350693116400024 0.10111000000000002 94.047642319350018 -0.088224999999999984 -0.08786999999999999 -0.083954999999999988 -0.075639999999999999 38.969453495950006 0.09117500000000002 0.048475000000000011 36.957836847500012
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 7 16 9 -8 12 -12 14 -14 -11 21 -6 -18 19 -2 -20 -10 -13 -24 -25 27 -27 -26 29 -17
right_child=4 3 -4 -5 6 -7 8 -9 15 10 11 22 13 -15 -16 28 17 -19 20 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=8.9129818142481937e-05 0.00017653672353481863 -0.0020242946629504604 -0.0012755304059200686 0.00095791346637120621 0.00075780938629283552 0.0013125421025697497 -0.00094850349967702616 -0.0021326838936826034 0.001427047597934204 0.0020191787613559782 -0.001742765372820868 -0.0010969823539668628 -0.0021888102982038052 0.0010181479743655774 0.00028091264694952387 0.0015795491660466369 -0.0021634700608295599 0.0012149921393257415 -0.0010775133638031354 0.00051582713440928129 0.00029970715797872051 0.00045198004483868143 0.0020522463298123937 -0.0013447852207956069 0.0015109219261639005 0.00053032411345870737 -0.0021203705777230685 0.00016186252616251235 0.00021455171247140501 -0.0014582116963395299
leaf_weight=8.041220864531164 49.011371557484381 0.4202870430126503 0.48353093757759857 0.1198362807626836 0.7783960857195773 2.1772659411653867 1.9983716346576432 0.62038684636354435 1.3772629238665128 0.5774332908258647 1.4018568043102284 0.72353535260162871 0.53581234184093851 0.3557393934911488 10.425819969036409 0.40654708003967499 0.45231562267508707 0.21946226095315069 1.3136790406424546 13.790142877493052 1.1440381668508051 6.396738845278378 0.38162934780120839 0.64658308638490725 0.95461067920837228 0.78673311133025137 0.52522679816593154 1.4582394119133821 13.629311249030023 1.1080253584955242
leaf_count=648 567 115 24 55 17 30 700 54 21 11 65 20 39 24 401 11 54 8 28 200 13 152 4 50 56 24 40 30 449 124
internal_value=0.000174415 -7.01651e-05 1.17252e-05 -0.00136264 0.000194001 0.000260256 9.63617e-05 -0.000697946 0.000134006 -4.58597e-05 5.02249e-05 -0.00034037 0.000276094 -0.000909197 0.000372134 0.000297027 -8.41627e-05 -0.00105976 0.000225148 0.000251039 -0.000436434 0.000624726 1.86068e-05 0.000188429 2.57147e-05 0.000263617 -0.000530848 0.000695599 0.000128806 -0.000642805
internal_weight=122.261 9.06488 8.52475 0.540123 113.197 67.4365 45.76 2.07056 43.6895 20.7716 18.7732 6.87841 11.8948 0.891552 11.0033 22.9179 1.45017 0.671778 65.2592 62.8015 2.45772 7.774 5.47656 4.75302 4.37139 3.72481 1.31196 2.41285 15.1439 1.51457
internal_count=4034 842 672 170 3192 838 2354 133 2221 1464 764 289 475 63 412 757 79 62 808 767 41 173 224 204 200 150 64 86 584 135
is_linear=0
shrinkage=0.00196078


Tree=921
num_leaves=31
num_cat=0
split_feature=2 0 3 1 1 4 4 2 2 0 4 2 4 2 1 2 1 1 1 2 2 2 2 3 2 1 3 1 3 0
split_gain=0.10538 0.495139 0.83251 0.743116 0.663227 0.391726 0.385009 0.67188 0.358228 0.579728 0.622621 0.374047 0.314796 0.570715 0.448069 0.693276 0.586713 0.580966 0.722405 0.288755 0.720822 0.573673 0.465365 0.807385 0.418903 0.779249 0.354213 0.419425 0.296867 0.399406
threshold=-0.06828999999999999 86.329079026800017 0.10507500000000002 63.705703859100005 65.29995953045001 40.098777110850008 42.622319549950006 -0.041369999999999997 -0.075639999999999999 86.054856297550018 39.337369931850013 -0.070909999999999987 39.861052345600008 -0.063749999999999987 61.987779113750001 -0.018034999999999999 61.950140699950005 62.030794443850006 62.111448187750007 -0.076484999999999984 -0.077085000000000001 -0.079634999999999997 -0.08262499999999999 0.092260000000000023 -0.081354999999999997 61.907125369850007 0.091290000000000024 62.095317438950012 -0.23921499999999998 86.89903215050002
decision_type=2 2 2 2 2 2 2 2 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 12 6 -5 -4 7 -3 19 -10 11 -11 -2 -14 15 -15 -17 -16 -19 20 21 22 28 24 25 -24 27 -23 29 -1
right_child=1 3 5 4 -6 -7 -8 -9 9 10 -12 -13 13 14 17 16 -18 18 -20 -21 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014495523565524423 0.00054084659229707303 0.0020559431906423476 -0.00021726802364303673 -0.0016506790242876194 0.00018022120684166808 -0.0022843169400129752 -4.2914210027694878e-06 0.00065820026805840323 0.00023205185807833188 -0.00091901696500976354 -0.0015626022073671805 0.00096167041213376112 -0.0025826902205804882 -0.0023301897289349427 0.00090401658282925589 0.00093739584618879736 -0.0022321328833799906 -0.0024494027057008635 0.00076678074296244049 0.0010318286618757186 -0.0016857653457938639 4.0957390126700348e-05 0.00065388273600388311 -0.0021260865670221221 0.0003566745937737092 -0.0021552129529440393 -0.00019432265555996203 0.0018388073648320637 0.00018404858314849512 -0.002086180250821806
leaf_weight=3.1430717741868572 3.2617887763335585 1.5840935483574856 0.56004077568650135 0.78396105812862771 25.595954066311151 0.95109474676428363 2.2985271830111733 7.9974028477445236 3.6899524847831335 0.78952250616657693 2.1215835285711364 0.83828156576782953 0.36856498941779037 0.72621576194069204 2.3678088821470742 0.8610302658053135 0.3037553079193458 0.53480163199128561 0.53925259381503565 1.3482699731830496 0.8435479358304282 0.7024325355887483 0.67669824277982094 0.92488057400623791 2.7260797653143518 0.8649588860730546 0.7895163700741249 1.7217143596299136 54.000480343867935 0.46819572858748859
leaf_count=136 63 19 9 25 917 45 21 92 24 29 42 12 6 19 19 148 10 17 38 13 26 5 6 32 33 77 11 85 1929 126
internal_value=0.000134675 0.000205782 -0.000171951 0.000309193 0.00012581 -0.00151825 0.000716399 0.000889287 8.88664e-05 -0.000319701 -0.000862708 4.94937e-05 5.50253e-05 -0.000222913 -5.98242e-05 -0.000826608 0.000110839 0.000361456 -0.000834647 0.000133427 0.000115311 0.000138324 9.69777e-05 -0.000465226 -0.000105294 -0.000922183 0.00094635 0.00131785 0.00014765 -0.000396632
internal_weight=124.383 48.7343 10.4744 38.2599 26.3799 1.51114 11.88 9.5815 75.6492 7.43934 3.74939 1.6278 8.96322 5.70143 5.33286 1.891 1.16479 3.44186 1.07405 68.2098 66.8616 66.018 62.8044 5.19262 4.26774 1.54166 3.21366 2.42415 57.6117 3.61127
internal_count=4034 1448 374 1074 942 54 132 111 2586 107 83 41 320 257 251 177 158 74 55 2479 2466 2440 2339 148 116 83 101 90 2191 262
is_linear=0
shrinkage=0.00196078


Tree=922
num_leaves=31
num_cat=0
split_feature=1 0 1 2 4 0 1 3 2 0 4 0 3 4 0 3 3 2 3 4 4 3 3 3 0 3 1 2 0 2
split_gain=0.110018 0.51926 0.374205 0.310578 0.255013 0.441546 0.358983 0.261709 0.250343 0.304346 0.403002 0.287492 0.844786 0.372068 1.01299 0.299171 1.23291 0.714311 0.538281 0.385433 0.420792 0.367248 0.633671 0.32237 0.303509 0.294004 0.269732 0.257676 0.861336 0.247244
threshold=64.665483411650015 89.705782438650019 65.29995953045001 -0.11347 38.625745710700009 83.503509531750026 63.353515844050008 0.099855000000000027 -0.30094499999999996 87.350693116400024 41.872294782850005 86.89903215050002 0.09450500000000002 43.272784938550004 86.256490657300006 0.087795000000000026 0.09013000000000003 -0.085584999999999994 0.085820000000000021 41.741384785950011 39.577821550850011 0.10507500000000002 0.41214500000000009 -0.032704999999999991 86.692020874450009 0.078310000000000018 62.030794443850006 -0.086139999999999994 86.329079026800017 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 7 8 -1 -6 11 -11 13 -13 15 29 18 17 -17 19 20 -10 -18 27 -22 26 -21 -20 -23 -29 -15
right_child=2 -3 -4 -5 6 -7 -8 -9 9 10 -12 12 -14 14 -16 16 21 -19 24 25 23 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0016390566766196564 -5.0270707582144195e-05 0.001431885132567723 0.00011046610077054201 -0.0022163406484194932 -0.000617765524291868 0.00092408911922093489 -0.00085812714125834235 0.00049474584970159434 0.00084849756237316586 0.0012452208036762382 0.00028433578431452596 -0.0011153136612290133 0.00076182112853789505 0.00024117531470693105 -0.0027857751500716295 -0.00035297433380301066 0.00044923944674326362 -0.002261994754878384 0.00076400385506186536 0.00017017127769044819 5.9723686944098953e-05 6.4499420663261014e-05 0.00099358544045569487 -0.00085666430684171126 0.00029415337723444769 0.0011912613230229225 0.0019384415534186412 -0.0017347612899777764 0.00012481772033435008 -0.0012676535056218151
leaf_weight=0.46109960353532997 0.53076634259195998 1.3030024324543763 52.202345889922469 0.48894450367879361 1.5068242853740219 3.7232084877323359 1.3282210656034283 0.42437687935307622 1.681177369318904 2.2439192766323668 6.6553774047642946 2.3528706114739175 1.5154389664530752 2.7891187276400169 0.58489198796451081 2.1431753030046825 14.63384879086516 1.1622330005047867 1.4578523687086993 2.1117108474682018 4.3599629424425075 4.2373944795108391 1.867820999585091 2.2311716210097075 1.517110541462898 2.227952393295709 1.5525268411147406 1.6130010366905474 2.3569946512579918 0.49106132519955181
leaf_count=175 72 37 2466 39 41 59 31 19 16 42 47 38 21 140 9 37 152 36 23 94 110 33 14 33 7 71 34 43 16 79
internal_value=0.00015479 0.000205574 8.7487e-05 -0.00108889 0.000182493 0.000628111 0.000150712 -0.000616402 0.000171883 0.000191141 0.000526619 0.00013469 -0.000379932 0.000175301 -0.000408584 0.000225281 0.000100442 -0.00102422 0.00042933 0.000221133 -2.71384e-05 0.000250891 -3.7203e-05 -0.000250484 0.00100929 0.000694392 0.00136969 -0.000271788 -0.000630725 1.52952e-05
internal_weight=123.755 70.5333 53.2221 1.01971 69.2303 4.60868 64.6217 0.885476 63.2934 61.7866 8.8993 52.8873 3.86831 49.019 3.86507 45.1539 28.0145 3.30541 17.1395 12.612 8.27231 24.7091 10.0752 6.59113 4.52749 4.33966 3.01038 8.20739 3.97 3.28018
internal_count=4034 1457 2577 111 1420 253 1167 194 1136 1095 89 1006 59 947 228 719 331 73 388 324 159 258 106 143 64 165 57 92 59 219
is_linear=0
shrinkage=0.00196078


Tree=923
num_leaves=31
num_cat=0
split_feature=4 2 2 4 1 2 0 1 0 1 1 1 0 0 3 4 0 4 4 2 2 4 2 4 2 2 1 1 2 0
split_gain=0.0491087 0.164724 0.232151 0.086809 0.0700114 0.276103 0.065712 0.0591117 0.262311 0.218071 0.370465 0.157039 0.304754 0.104496 0.157618 0.172143 0.0997417 0.133113 0.0625114 0.172405 0.24477 0.169086 0.116242 0.0867381 0.0717034 0.110246 0.0537639 0.133908 0.172284 0.101013
threshold=33.96174662340001 0.15844000000000005 -0.116995 34.466665687600006 69.563854125350005 0.10957500000000002 91.394134144600017 61.622148808000013 83.941728207000011 60.613977009100005 58.167480110400007 57.041016153700006 71.332859575200004 71.249517373150013 -0.23921499999999998 48.86568841230001 70.937656230000016 44.952171034750002 48.86568841230001 -0.167075 0.04932000000000001 44.421469061800003 -0.60918499999999998 47.927946529500012 -0.098419999999999994 -0.094519999999999993 61.901748453550006 61.93400995115001 -0.076484999999999984 85.667718326750006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 -2 8 9 10 11 12 13 14 -5 16 17 -16 21 -20 -21 26 -23 24 -24 -26 -9 28 -28 -29
right_child=3 -3 4 7 5 -7 -8 18 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 19 20 -22 22 23 -25 25 -27 27 29 -30 -31
leaf_value=-0.10407814148184449 0.070480475114011384 -0.081959959002969859 0.064447119452262447 -0.10408085147041811 -0.071831699068496693 0.10358458662286958 0.0055268861123226815 0.012202435542705871 -0.064770864009853518 0.091990332697609672 -0.10442149804139718 0.040057622053096452 -0.10227923421220207 0.052820211708878732 -0.10235554691890561 -0.05696759744761714 0.10144079516055107 0.099009832891597371 0.074872268063002512 -0.10499654752348041 0.068514433623517695 0.058050718664419299 -0.1036870249245606 -0.014286527309010847 0.10082050738895976 -0.10062360536415967 -0.04245701956067488 -0.024047593811290416 0.0036593935199378935 0.0033714742431199467
leaf_weight=0.16031692587714019 0.32742452775710162 0.30076048727596572 0.31301955216622335 0.14569849697727577 0.21845239800279614 0.15227496649004024 0.29706574026272392 5.7473976002656846 0.71197581337764848 0.2512575393411679 0.33129244492010901 0.94400924643559836 0.29877929246686097 0.39462842047214508 0.071629735555688634 0.21520317113026977 0.20391391776502132 0.060603849087783601 0.4096163711801637 0.17116639550499613 0.15485890484592346 0.10473063913195801 0.35415530872467116 0.32286991724140535 0.048819251358509064 0.06125714953378647 1.5076477995608004 1.3642321985771548 1.7508622621244274 88.867408114954856
leaf_count=127 22 61 19 62 48 4 27 63 36 12 48 35 101 7 72 17 6 7 20 217 25 9 202 39 2 89 34 230 22 2371
internal_value=0.00218532 -0.0184142 0.00422865 0.00240967 0.0296232 0.000219926 0.0395825 0.00218751 -0.0103516 0.00293082 -0.00546337 0.00858014 -0.0127906 0.0117014 -0.0115776 0.0128671 0.0575755 -0.010068 0.00263865 0.0316827 -0.0225805 0.00242527 -0.0409228 -0.054092 -0.0817765 -0.0112825 0.00281483 0.00223772 -0.0176778 0.00295692
internal_weight=106.263 1.14482 0.844064 105.119 0.683747 0.370727 0.62449 104.494 3.62899 2.91702 2.66576 2.33447 1.39046 1.09168 0.697049 0.551351 0.336148 0.132234 100.865 0.735642 0.326025 100.129 0.891832 0.787102 0.464232 0.110076 99.2375 93.4902 3.25851 90.2316
internal_count=4034 259 198 3775 71 52 49 3726 403 367 355 307 272 171 164 102 85 79 3323 262 242 3061 341 332 293 91 2720 2657 56 2601
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=4 2 0 4 4 0 4 3 3 4 4 1 2 1 2 4 2 2 1 0 2 1 2 3 3 3 4 3 3 2
split_gain=0.0441641 0.134308 0.097796 0.0727033 0.0626996 0.170689 0.184765 0.254322 0.153118 0.132569 0.155985 0.063228 0.242613 0.210717 0.332147 0.10965 0.0575228 0.052783 0.201959 0.236409 0.550367 0.618881 0.47031 0.385838 0.281097 0.222659 0.297861 0.182444 0.167709 0.368968
threshold=49.283271594150008 -0.2351 71.332859575200004 48.86568841230001 44.421469061800003 91.066142252700018 44.756878345700009 -0.23921499999999998 0.089505000000000015 47.927946529500012 45.295823381400005 60.613977009100005 -0.013805 58.167480110400007 -0.13734499999999997 35.782584506850007 -0.23349 -0.06828999999999999 61.778079379550007 86.329079026800017 -0.055334999999999995 70.171445662850019 -0.059424999999999999 0.10507500000000002 0.11660000000000002 0.094175000000000023 40.890797847750008 -0.24663499999999999 0.083365000000000022 -0.046635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 11 6 -6 -8 -7 10 -9 12 13 14 15 -1 -5 -13 -19 23 21 -21 -23 25 -25 26 -20 -28 -22 -30
right_child=1 2 -4 16 5 8 7 9 -10 -11 -12 17 -14 -15 -16 -17 -18 18 19 20 28 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.060930812681997286 0.054633023835988614 -0.0068896764103852639 -0.10288874699380851 0.0081032420276962083 -0.10271611077233089 -0.10661816497587123 -0.10373235085974626 0.062083031448413942 0.010582286113803623 0.10138204575265977 -0.10151297340578685 0.00051850823994268973 -0.10352990092542798 -0.074431155830817802 0.076700021335332755 -0.10277470165878635 0.052912565345540653 0.067335726714099431 -0.0033157185394554521 0.086604003519530848 0.014694036785824503 -0.10693648490826518 0.090532050742832201 -0.11482666575720171 -0.010990057207154359 0.015474054542129235 -0.013004214169419574 -0.10895187204384243 -0.05146591603564829 0.0028410844906098681
leaf_weight=0.052436887619478512 0.15328799388225889 0.2136458083987226 0.21084271236725272 0.68546588491881266 0.12626827752501302 0.32385389908478146 0.11907884433094296 0.16338410311800544 0.1699806762139815 0.30706063471734524 0.09060231963849219 60.425730598864959 0.27325709233445994 0.26070143215747521 0.49760375847108662 0.18620355170060066 0.49219604577910903 0.51595428446307678 2.4153095979563655 1.6574460081756073 10.723943727020474 0.34346859191191481 0.18588671134784795 0.57421237450034801 0.47751244675600901 3.383144686682499 0.31998438661685225 0.52062668927828759 1.3414418492475331 18.567423983510707
leaf_count=29 12 4 239 30 31 204 26 31 26 9 80 1838 138 64 19 83 16 12 35 36 309 49 8 27 17 52 13 43 26 528
internal_value=0.00197245 -0.0255994 -0.0545722 0.00212388 0.00184417 -0.0199777 0.00837604 0.0290008 -0.0662771 0.0571726 0.00372488 0.00212038 -0.0200522 0.00282856 0.0301859 -0.0668034 0.026831 0.00239799 0.00516618 0.00437436 0.00807237 0.0565396 -0.0375941 -0.0114065 -0.0676819 -0.0024916 -0.0211593 -0.0724287 0.00461241 -0.000818073
internal_weight=105.778 0.577777 0.424489 105.2 104.023 1.30023 0.806394 0.680126 0.493835 0.561047 0.253986 102.722 1.2702 0.996946 0.736244 0.23864 1.17766 101.452 41.0264 40.5104 32.8196 2.1868 0.529355 7.69079 1.05172 6.63907 3.25592 0.840611 30.6328 19.9089
internal_count=4034 255 243 3779 3733 407 177 146 230 120 111 3326 333 195 131 112 46 2993 1155 1143 956 93 57 187 44 143 91 56 863 554
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=0 1 4 3 1 1 0 1 4 4 1 0 1 1 1 3 1 4 1 1 3 4 4 1 2 0 4 0 4 2
split_gain=0.141293 0.294869 0.238397 0.18653 0.185909 0.477535 0.290647 0.309187 0.2893 0.274013 0.514673 0.385694 0.261029 0.547734 0.432323 0.327343 0.255956 0.311577 0.354208 0.730401 0.558709 0.246685 0.526114 0.328667 0.209414 0.187606 0.387363 0.605112 0.293834 0.206683
threshold=85.667718326750006 62.052302108850007 44.756878345700009 0.11922500000000003 66.590419433100024 66.351146659450009 93.399723909900004 68.910558799650019 34.41230404325001 37.784765830350004 67.649671936450019 90.767723400200012 69.873026810350026 70.077349628250019 69.238550691600025 -0.10747999999999999 65.611820673600008 38.625745710700009 63.705703859100005 62.837331883000012 0.087555000000000022 38.244973486750006 37.784765830350004 70.171445662850019 -0.091179999999999997 94.625660817400004 39.110279783550006 94.165934477050016 38.400997490450003 -0.079634999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 7 9 -9 -6 11 -11 14 -14 -8 -15 17 24 19 -19 -20 22 -17 -23 -2 26 -25 -28 -27 -30
right_child=4 2 -4 -5 6 -7 12 8 -10 10 -12 -13 13 15 -16 21 -18 18 20 -21 -22 23 -24 25 -26 28 27 -29 29 -31
leaf_value=7.0188836842292578e-05 0.00018870691996546228 -0.0020438601844906244 0.0008927518230231466 -0.0011712858568618484 0.00095285614363590598 0.0011737115370231692 -0.00018733758346677987 0.00046641870823669479 -0.0021039038008899796 5.2198878803098791e-05 0.00034150144555032544 -0.0021374783271225421 -0.0015984706894663003 -0.0015585927309142524 0.0013743182784742862 -5.6723467813850001e-05 -0.00044507193822402783 0.00017272530881954791 0.00052643832460355536 0.0014161889236637205 -0.0016494330938815014 0.0012041884617613715 -0.0020813502159858985 -0.0023043501695585028 0.0011507602743793632 0.0011412241765516875 0.0015174584126934978 -0.0020096912124435936 -6.6447025094867816e-05 0.0002743896546909437
leaf_weight=8.5407427480804419 1.427298014983535 0.48231556428072586 0.13632427211268805 0.49210829508956599 0.69183734408579711 1.9772798186168064 1.2057446363032789 0.22593425586819638 0.66064435496082297 0.49313049379270546 1.5603630045661701 0.82951264094299404 0.73963637929409642 0.44927113005785813 1.5676856892678186 4.7893696886201331 2.3118126194458446 57.714699792210013 0.82949211751110752 1.8751713475212444 1.0015108305960891 1.1826944518834341 0.55013962279008399 0.36222606536466873 2.2274764478206626 1.1768376574182209 0.48092666971206199 0.30597899600252276 11.20525202117153 17.559386298130452
leaf_count=648 26 115 55 24 15 30 26 6 82 9 38 51 25 227 28 351 41 614 21 44 25 18 57 10 37 15 29 73 826 468
internal_value=0.000140766 -8.71385e-05 -0.00139674 2.55349e-06 0.000159826 0.000223941 6.32227e-05 -0.000412377 -0.00144889 -0.000155318 -0.000421247 -0.00132109 0.000114259 7.27217e-05 0.000695391 0.000105197 0.000196073 0.000218849 0.000185753 0.000211855 -0.000663707 0.00012507 -0.000265325 0.00018966 0.00077505 0.000151067 -0.000626414 0.000145968 0.000180906 0.000141617
internal_weight=125.053 9.65149 0.61864 9.03285 115.401 69.3647 46.0366 4.46142 0.886579 3.57484 2.88301 1.32264 41.5751 38.8017 2.77343 38.0621 67.3875 65.0756 61.4209 59.5899 1.831 37.6128 5.33951 32.2733 3.65477 31.0906 1.14913 0.786906 29.9415 28.7646
internal_count=4034 842 170 672 3192 838 2354 201 88 113 98 60 2153 2099 54 2074 808 767 704 658 46 1847 408 1439 63 1421 112 102 1309 1294
is_linear=0
shrinkage=0.00196078


Tree=926
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 4 3 2 3 4 3 2 3 3 2 3 0 4 2 2 1 4 1 1 1 3 2 2 1 0
split_gain=0.161366 0.623659 0.441413 0.390204 0.281214 0.306152 0.368774 0.325655 0.232876 0.445034 0.23197 0.230561 0.196552 0.385011 0.317899 0.238256 0.339962 0.205814 0.194473 1.01496 0.576625 0.52109 0.985334 0.431968 0.572742 0.351746 0.36393 0.301824 0.334668 0.290819
threshold=64.665483411650015 89.493394246350007 65.29995953045001 -0.11347 87.350693116400024 41.872294782850005 0.092465000000000033 -0.091179999999999997 -0.12244000000000001 35.782584506850007 -0.10565499999999999 -0.18231499999999998 0.075810000000000016 -0.067029999999999992 0.20949500000000004 0.078905000000000017 92.501778894350011 40.664404858950007 -0.053159999999999992 -0.044409999999999998 62.132955852800002 41.436838994450007 62.111448187750007 62.00390986255001 61.987779113750001 0.10661000000000002 0.051245000000000013 -0.06483499999999999 61.987779113750001 67.04476885710001
decision_type=2 2 2 2 2 2 2 2 2 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 11 18 6 7 -6 9 -4 -10 -2 13 -12 -15 16 -14 -18 27 -20 21 25 23 24 29 26 -21 -1 -29 -23
right_child=2 -3 8 -5 5 -7 -8 -9 10 -11 12 -13 15 14 -16 -17 17 -19 19 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00015402495431470051 -0.0013604807738569976 0.0013683153165262661 0.0015581224201108453 -0.0022641128545458126 -0.00025363669424641145 0.00027348765342185779 0.0020382522735534238 0.0013014696755524649 0.0012329725019419064 -0.0013907658841560838 1.1810344008649273e-05 0.0011963781935456881 -0.0021251816591161669 -0.0022294554915699904 0.00073459351474830677 0.00011679809850406518 0.0019815519781611049 0.00054810473263473196 -0.0022576554799115852 -0.00014253417869951066 -0.0016110075782111209 0.0015879935410930014 0.0015383798375903594 -0.0024675258909538601 0.0010584200348931357 0.0010589440051615945 0.00081753462533433886 0.00013017437212246041 0.0012532324751997378 -0.0022641517759741316
leaf_weight=43.205824478849529 0.24609536601928994 1.7823923868127156 0.25044255055567421 0.57482520214398281 0.99133746325969752 7.0293992143124342 0.94122996926307667 1.0836617415770871 0.71843895612255337 0.91792630329950953 2.7245566502206207 0.30196647346019745 0.13608651487447687 0.60407391585613268 0.18074034351593582 45.449696601861433 0.626952236920715 0.9982839179099301 0.76592645398341019 4.6592909639584779 0.73967196978628713 0.086886586155743517 0.61524660256691266 0.75531107117421914 0.48537708516232669 2.276378620415926 2.251564663805766 1.9705626112408996 2.1152133271098137 0.56743678307975642
leaf_count=893 67 44 57 39 14 49 17 31 32 214 56 5 5 96 18 1751 32 205 16 65 38 4 6 31 9 18 40 23 24 135
internal_value=0.000162378 0.000222847 8.0985e-05 -0.00113548 0.000193904 0.000497712 0.00102027 0.000558513 0.00010695 -0.000758665 0.000126611 4.82757e-05 0.00011094 -0.000336758 -0.00154684 0.000144219 0.0008518 0.00110107 0.000143454 -6.69506e-05 6.7961e-05 0.000174128 -0.000617594 -0.00131757 -0.000555457 0.000390453 0.000170257 0.000202195 0.000711584 -0.00175263
internal_weight=126.053 72.3227 53.7301 1.12289 70.5403 10.0456 3.01623 2.075 52.6072 1.16837 51.4388 0.548062 50.7204 3.50937 0.784814 47.211 1.76132 1.62524 60.4947 13.2031 12.4372 11.6975 2.51026 1.89501 1.1397 9.18723 6.91086 47.2916 4.08578 0.654323
internal_count=4034 1457 2577 111 1413 111 62 45 2466 271 2195 72 2163 170 114 1993 242 237 1302 362 346 308 185 179 148 123 105 940 47 139
is_linear=0
shrinkage=0.00196078


Tree=927
num_leaves=31
num_cat=0
split_feature=4 0 2 0 4 3 1 0 2 4 4 0 0 4 4 3 0 4 4 0 0 0 3 3 4 4 1 3 3 3
split_gain=0.146264 0.341857 0.550778 0.341151 0.489558 0.494242 0.332972 0.487774 0.445646 0.376922 0.328814 0.278403 0.266131 0.243982 0.241787 0.271053 0.382039 0.266354 0.332383 0.405565 0.396978 0.361864 0.236996 0.266264 0.31723 0.239934 0.236775 0.264982 0.282247 0.417896
threshold=42.141702038450013 86.329079026800017 -0.097294999999999993 86.83719761350001 43.218894539100006 0.088435000000000027 61.987779113750001 85.764502819450016 -0.076484999999999984 42.686561923500008 42.940640897800002 87.350693116400024 67.144241807950024 42.233786329550007 42.488347682450005 0.10040500000000002 94.203572890950014 43.157831852650006 42.67709657435001 90.407470010750018 92.805574663100018 97.521130223850008 0.098105000000000026 0.085820000000000021 47.927946529500012 48.96897326980001 66.590419433100024 0.076130000000000017 0.08376500000000002 0.086955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -3 9 8 -8 -4 -11 -5 -12 -13 15 16 -15 18 -16 -20 -21 -22 23 24 -2 -26 -19 -28 -29 -30
right_child=1 3 6 11 -6 -7 7 -9 -10 10 12 13 -14 14 17 -17 -18 26 19 20 21 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.00018092343503422803 -0.0014108286357612536 0.0020161129525486758 -0.0021030760372418422 -0.00076317197794832029 -0.00031870861102516619 0.00048741114891319724 -0.0020073911011113375 -0.0021077057763865957 0.0010903777322766016 0.0014194631510700336 0.0018781794877990364 -0.0013582290026491442 -0.0020034301870468963 0.0018728599037572226 6.6842140208695384e-05 -0.0003350747217196872 0.00037137963956423845 0.00068468692943316541 -0.0017193490937088116 0.0016021824975038948 -0.0020958487709495516 0.00056360281499796458 -0.00099512885375807147 0.00075004134510389675 0.00087069414052035336 -0.00047323979068314193 -0.0020477713582933224 0.00052249660461499165 -0.0017082772530771909 0.00011275629562644043
leaf_weight=92.878559282265599 0.61826414669121765 1.1933737732470064 0.28000233872444213 1.5727200414985443 1.6088906079530714 2.551843848079443 0.29523559726658311 1.3540105349384246 0.45174289502028842 0.56720025874528801 0.091838856227695942 0.43305683298968034 0.26063396284007467 0.95711649279110478 3.5540475606649116 0.98440601650509041 2.0405415095592616 2.9344573670532537 1.1415840024128558 0.37023313390091039 0.42264231740409741 0.36796872868490027 0.69091206323355425 2.129508008249104 1.0116172209382059 1.0315133370459078 0.23445877602944154 2.6669332557792131 0.67791028545616461 1.6981639018495114
leaf_count=2344 146 60 34 23 11 17 53 61 38 17 2 18 83 9 54 19 65 32 16 10 26 41 16 25 20 34 172 349 64 175
internal_value=0.00014056 3.09211e-05 -0.000302568 0.000146184 0.000585906 0.000974516 -0.000935374 -0.00140598 -0.000133984 -0.000111212 0.000495228 2.87975e-05 -0.000992054 9.61843e-05 0.000131078 0.000557628 0.000850784 1.03426e-05 -0.000309136 -0.000889499 -7.34165e-05 -0.000858078 7.84528e-05 0.000233278 -0.00018021 0.000192184 0.000238184 -1.00871e-05 8.46486e-05 -0.000406797
internal_weight=127.071 34.1928 8.78248 25.4103 5.35411 3.74522 3.30066 2.10099 0.746978 1.19968 0.919673 20.0562 0.352473 18.4835 18.0505 3.98206 2.99766 14.0684 5.85648 2.30243 1.16084 0.790611 5.48181 4.7909 2.66139 2.04313 8.21192 5.27747 5.04301 2.37607
internal_count=4034 1690 529 1161 88 77 288 152 91 136 102 1073 85 1050 1032 93 74 939 147 93 77 67 241 225 200 54 792 760 588 239
is_linear=0
shrinkage=0.00196078


Tree=928
num_leaves=31
num_cat=0
split_feature=4 2 2 4 4 1 3 2 4 4 2 3 3 0 2 2 4 4 0 4 4 3 3 3 4 1 1 2 4 4
split_gain=0.130771 0.19404 0.32086 0.176632 0.209704 0.313702 0.416824 0.342482 0.733339 0.288081 0.182098 0.158324 0.150465 0.268529 0.141289 0.377685 0.643393 0.389377 0.586771 0.612851 0.563138 0.64029 0.883004 0.535005 0.292613 0.687539 0.518383 0.388089 0.633211 0.665112
threshold=33.96174662340001 -0.116995 0.15844000000000005 35.419594101850009 37.038444968100009 70.171445662850019 -0.09053499999999999 -0.081354999999999997 36.491284729650012 36.124181380200007 -0.15076499999999998 0.084565000000000015 0.096885000000000013 94.114853772600014 -0.06828999999999999 -0.072524999999999992 39.337369931850013 39.577821550850011 91.066142252700018 38.121007182500009 38.244973486750006 0.096010000000000026 0.090735000000000024 0.08481000000000001 42.558389508100007 62.111448187750007 62.132955852800002 -0.053159999999999992 41.147265497500008 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 -1 12 11 5 7 -7 8 9 -5 -8 -2 13 -3 15 17 -17 18 19 -6 -20 22 -22 -21 27 -26 -27 28 29 -16
right_child=3 2 -4 4 14 6 10 -9 -10 -11 -12 -13 -14 -15 24 16 -18 -19 20 23 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0020579727863294663 -0.00011476338862265214 0.0012948943110561678 -0.0015372042302626966 -0.00083226095329961853 0.0010391733370529259 0.0014037344945239886 0.00024201306206014068 0.00048018976871132735 -0.0023154912272591796 0.0013627961385255093 -0.0021059525639892888 0.00073652074737246486 0.0011089708513771503 -0.0022450827710613712 0.0010006417395787505 0.0006268670773463468 -0.0016013758245930123 0.00016095473462595026 -0.0021280887147085022 0.00051427579664354488 -0.0014613371190408473 -0.0021533696990305683 0.00091806498388817407 -0.001486796567280722 -0.0018202346868695504 0.001942462060556225 -0.00010725376675254152 0.0001961707383113113 0.0017312289762155997 -0.000398552929301379
leaf_weight=0.23935215141443666 1.1265544725456482 0.15845263970550039 0.43121267004607944 0.40857704414520435 1.9239883245900258 0.19828546854023421 0.15152319145363413 2.2808177087572394 0.6451390866714064 0.52555012586526573 0.78444339004090602 3.3017304650866208 0.58719041400854621 0.17161307381456936 2.8830494821795574 0.81479103176388834 1.2822426491111398 62.903317822120016 0.95807471364605579 1.0127626509638505 0.95908203986618978 0.64969545491476299 1.5999524733852011 1.0423793644877148 0.83799319431272934 0.52314288681372989 5.0888626861674311 32.240243836691661 1.7389390320749951 2.3880912158638239
leaf_count=127 45 10 61 25 38 12 40 35 18 28 82 83 25 36 45 16 32 1824 92 20 70 39 21 21 109 6 291 713 20 50
internal_value=0.000128247 -0.000431013 -0.000142229 0.00013517 0.000121411 -0.000272189 -0.00117874 -5.80651e-06 -0.000707695 0.000402702 -0.00172584 0.000519954 0.000513565 -0.000545668 0.000137951 8.45129e-05 -0.000735604 0.000108719 -0.000294649 0.00024387 -0.000808913 -0.000415029 2.63061e-05 -0.000500679 0.000223483 -0.00016356 8.38177e-05 0.000287086 0.000705216 0.000366736
internal_weight=129.857 1.58782 1.34847 128.269 123.841 4.99434 1.13425 3.86008 1.57927 0.934127 0.935967 4.42828 0.917256 0.330066 118.847 73.1463 2.09703 71.0493 8.14594 3.97913 4.1668 3.20873 2.55903 2.05514 45.7003 6.45 5.61201 39.2503 7.01008 5.27114
internal_count=4034 259 132 3775 3647 240 134 106 71 53 122 128 71 46 3407 2173 48 2125 301 79 222 130 91 41 1234 406 297 828 115 95
is_linear=0
shrinkage=0.00196078


Tree=929
num_leaves=31
num_cat=0
split_feature=4 3 4 3 2 0 1 4 1 4 3 4 1 0 1 0 1 4 2 0 2 2 3 3 3 3 2 2 4 4
split_gain=0.132507 0.465403 0.405945 0.359136 0.291265 0.236109 0.229303 0.529314 0.235071 0.219093 0.347867 0.180545 0.245946 0.166941 0.287286 0.263565 0.277898 0.249491 0.149657 0.412745 0.125477 0.276077 0.492384 0.671182 0.440825 0.59546 0.33516 0.483633 0.970951 0.791816
threshold=43.680097826700013 0.09091500000000001 43.847983878700006 0.096885000000000013 -0.23783499999999999 97.674372337300014 62.272755675600003 44.169240047700008 64.407391431150018 43.426640904350009 0.086030000000000009 48.96897326980001 58.613764160050003 84.390700714750025 61.778079379550007 75.462331263550013 58.167480110400007 38.539340721750001 -0.15589999999999998 95.620390325650007 -0.06483499999999999 -0.075639999999999999 -0.14860999999999999 0.089305000000000023 0.095750000000000016 0.10507500000000002 -0.079634999999999997 -0.085584999999999994 41.806790701050012 40.890797847750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -3 -4 6 7 -6 -8 13 -11 12 -9 14 15 -1 -17 -18 -10 -20 21 26 -23 -24 -25 -26 27 -15 29 -29
right_child=1 3 4 -5 5 -7 8 11 18 10 -12 -13 -14 20 -16 16 17 -19 19 -21 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0019966779337515146 -0.0018514737783793356 0.0013032405664443801 -0.0020343675485355131 -0.00039096412357614378 -0.0022734022183583539 -0.0020134231779430846 0.0020227644410417437 0.0010107616093112154 0.0010632428005396025 0.0015860973957054635 -0.00055286016786449017 -0.00068320611093369214 -0.00062140394066775948 0.00018628564078291708 -0.002029465317839335 0.00099462660198225156 0.00010551632342872744 -0.0014268117848423847 -0.0020844753368013352 0.00038467265310125604 0.00024164977293422398 0.00069456309827238452 -0.0017929136893113558 0.00063016204437461203 -0.0017976070953733673 4.7848553519380247e-05 0.00061828516548883465 -0.0003285415905646772 0.00013769822119752447 -0.0024011857997025231
leaf_weight=0.25712239695531014 0.62467886926242311 1.3722946242251057 0.31253499133072171 0.74068939780545395 0.47599121180610415 0.23541348358924086 0.31032348796725306 0.95517099050630372 0.57480445796682111 0.9589551451117575 0.42051624980376801 0.95629683881998051 0.5648636368860025 46.328776812591506 0.32525967009496515 0.87947964225895736 1.4508517308568118 0.56862641229236022 0.3235436667919197 1.3312305559811646 44.788105740248739 1.6587437476864577 1.2448434981734013 1.6791055034846065 1.0655299375548566 1.8210592526011169 5.395477984162425 1.5911557536287531 5.9344184676483565 1.2777069333387769
leaf_count=193 44 36 172 31 25 366 7 38 14 50 21 33 33 1081 163 30 35 50 145 20 981 13 37 14 25 30 130 59 125 33
internal_value=0.000139889 -9.25075e-05 -0.000346724 0.000709351 -0.000191102 -9.05217e-05 -8.10026e-06 -0.00037971 0.00042385 0.000157229 0.00093406 -1.57112e-05 0.000404229 0.000148012 -0.000274887 -9.40632e-05 7.46887e-05 -0.000325943 0.000201305 -9.80985e-05 0.000161066 0.000107987 -0.000247675 -0.000516657 -0.000168684 -0.000633367 0.000151877 0.000106232 -0.000315066 -0.00125164
internal_weight=126.424 8.77784 6.66485 2.11298 6.04017 5.72764 5.49222 2.95232 2.5399 117.646 1.37947 2.47633 1.52003 116.266 3.48134 3.15608 2.89896 2.01948 2.22958 1.65477 112.785 67.9968 7.46928 5.81054 4.56569 2.88659 60.5275 55.1321 8.80328 2.86886
internal_count=4034 964 897 67 853 681 315 129 186 3070 71 104 71 2999 471 308 115 85 179 165 2528 1547 119 106 69 55 1428 1298 217 92
is_linear=0
shrinkage=0.00196078


Tree=930
num_leaves=31
num_cat=0
split_feature=1 1 0 1 3 0 1 1 0 0 4 4 4 4 3 3 4 4 0 2 3 3 3 2 3 4 4 3 3 0
split_gain=0.132895 0.543204 0.316134 0.248964 0.301902 0.247445 0.533819 0.226778 0.20654 0.660802 0.49012 0.468744 0.36249 0.287367 0.272297 0.562947 0.259671 0.256639 1.27477 0.46565 0.474217 0.346941 0.792074 0.854267 0.548554 0.359279 0.4626 0.326624 0.281808 0.26828
threshold=66.590419433100024 66.351146659450009 92.313586825200005 65.611820673600008 0.10111000000000002 90.767723400200012 67.300172379550006 67.649671936450019 87.170566421650008 86.89903215050002 41.481306584950012 39.861052345600008 43.157831852650006 42.536568606950006 0.089920000000000014 0.08673500000000002 42.006870117350005 43.272784938550004 86.256490657300006 -0.095854999999999996 0.085820000000000021 0.087795000000000026 0.09013000000000003 -0.092990000000000003 0.085665000000000033 41.741384785950011 41.436838994450007 0.078310000000000018 0.082935000000000023 86.565663342300013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 -5 6 -2 -7 9 17 11 -10 13 16 15 -13 -12 21 19 20 -19 24 23 -23 25 26 28 -27 -1 -24
right_child=2 -3 -4 4 -6 7 -8 -9 10 -11 12 14 -14 -15 -16 -17 -18 18 -20 -21 -22 22 29 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00022131538487907661 0.0011705878433318463 0.0012018669417781483 0.00010615215720792557 -0.0010759330973513853 0.00032058677145193037 -0.002090749186099482 -0.0015272470929663679 -0.00050759405703665425 0.00026089154959859246 -0.0011668938791920289 -0.00031164245393060859 0.0020148579663472029 0.00069976751012698895 -0.00069338758890364965 0.0018817699589232179 -0.00021221284305727154 0.00057943080473466934 -0.00010248873113114407 -0.0028443721259804803 -0.0015899747961458362 0.0014310687490421579 0.00015702784329126038 0.00010587535148552955 -0.0018103244372280932 0.00095575842412974881 0.0001072307426419624 -0.00169432075995098 0.0011589526580529162 -0.00099604670602950005 0.00060458466545355773
leaf_weight=7.3316842539643403 0.6958738780813285 2.022728747688233 44.768163706481914 1.3245600957889103 1.0807769969105718 0.57552440365543567 0.47409775075357175 0.87942231421766337 3.2026689047925201 1.4581039464101184 2.4585384018719179 0.78215347882360242 2.9116069301962852 2.2932300847023726 1.6380537301301954 0.98708125948905945 2.5734934695065022 2.4116858413945015 0.63802944310009468 0.52370514642097887 1.142498781904578 1.7298743220744657 23.571668748794767 1.6656329499528535 5.3248155243345527 2.1693327072098318 0.59266723776090735 2.3817291876766831 0.81207281665410835 5.0326218493282786
leaf_count=280 13 30 2208 29 13 44 62 37 66 29 28 37 26 22 29 8 22 189 10 90 14 27 323 64 85 104 23 71 22 29
internal_value=0.000149278 0.000199004 6.73745e-05 0.000172326 -0.000448442 -0.00059398 7.73669e-05 -0.00113383 0.000192604 0.000136041 0.000383263 0.000799468 0.00011452 -0.000118101 0.0013057 0.000772343 0.000144072 0.000170379 -0.000267105 0.000136136 0.000390476 0.000211142 8.7332e-05 -0.000808038 0.000424007 0.000210914 -2.17957e-05 0.000657633 9.99234e-05 0.000193618
internal_weight=125.454 78.061 47.3931 76.0383 2.40534 2.62492 1.16997 1.45495 73.6329 56.7861 16.8468 6.60996 10.2369 7.32526 3.40729 1.76923 5.03203 55.328 4.71592 4.07789 3.55418 50.6121 31.9998 3.39551 18.6123 13.2875 8.73642 4.55106 8.14376 28.6043
internal_count=4034 1670 2364 1640 42 156 75 81 1598 1360 238 140 98 72 74 45 50 1331 303 293 203 1028 443 91 585 500 325 175 302 352
is_linear=0
shrinkage=0.00196078


Tree=931
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 1 1 4 1 0 1 4 3 0 4 3 2 1 1 4 3 4 4 1 0 4 0 4 4
split_gain=0.0517463 0.430874 0.322361 0.256341 0.2742 0.273655 0.44942 0.362741 0.269979 0.416106 0.264285 0.233249 0.231535 0.229745 0.179355 0.244634 0.326064 0.3523 0.216756 0.190153 0.362385 0.182621 0.17845 0.406891 0.288256 0.171947 0.306583 0.445251 0.264567 0.147546
threshold=66.590419433100024 90.407470010750018 90.767723400200012 93.399723909900004 68.910558799650019 69.873026810350026 70.077349628250019 69.238550691600025 37.784765830350004 67.649671936450019 90.767723400200012 65.611820673600008 34.41230404325001 -0.10747999999999999 87.350693116400024 41.827117825850003 0.088350000000000026 -0.08854999999999999 65.084882880000023 64.02831883475001 40.664404858950007 0.097015000000000032 38.244973486750006 37.784765830350004 70.171445662850019 94.625660817400004 39.110279783550006 94.165934477050016 38.400997490450003 39.664548207900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 8 7 -7 -5 -2 10 -10 14 -6 -8 19 16 17 -16 -19 29 -21 -22 23 -15 -24 26 -26 -28 -27 -1
right_child=3 2 -4 5 12 6 13 -9 9 -11 -12 -13 -14 22 15 -17 -18 18 -20 20 21 -23 24 -25 25 28 27 -29 -30 -31
leaf_value=0.01644572293647778 0.048032491195184567 0.089973503755379061 0.013677447322727796 -0.0086458937573322455 0.021393191943694555 -0.082883858634101026 -0.07677006108990303 0.06954956661418521 -0.0084898987658994264 0.011477270305089167 -0.10748984952842287 -0.028440905277232115 -0.10724594032805082 -0.0060614174051837021 -0.036036357911865026 0.0032437589626819301 0.062800623354080709 0.082952740377114573 0.0022160725141824309 -0.11368822229480242 0.052194080928849473 -0.10664345260127912 0.058052175204630234 -0.10558509749930421 -0.11689358932617458 0.053761035647079153 0.074708964189740559 -0.10197892515334804 0.0028391465315410497 1.6166639988369802e-05
leaf_weight=6.2346633652596202 0.61250108783133317 0.98562015057541374 1.2639366537332533 1.0682840545305219 0.18196154595352698 0.6440882533788671 0.37123514023670523 1.3341087251974384 0.43194656295236222 1.3568044149287741 0.71767386982537573 2.3353622283320865 0.60553692576831963 4.2542112894668653 1.0194020643830302 6.6910453867167234 2.0457656173966825 0.65705817705020109 0.67325249221175909 0.4066720658865951 0.33683102480063098 0.092197398393182084 1.0013696700334573 0.45470147919240833 0.32656218437478202 1.0635765040242429 0.35511753724131268 0.23835122513992246 25.073540371470187 44.33974703765125
leaf_count=269 15 31 24 26 6 25 227 28 9 38 51 42 92 351 18 58 51 37 11 28 90 12 18 57 10 15 29 73 1294 999
internal_value=0.00238218 0.0040809 0.0471058 -0.000460133 -0.0247966 0.00216715 -0.000151905 0.034778 -0.0114839 -0.0260281 -0.0702926 0.00258801 -0.0775222 0.00145609 0.00374749 0.0152835 0.033611 0.00819726 0.042093 0.00125977 -0.0460518 0.0180602 0.00234234 -0.0156716 0.00536553 0.00341562 -0.0390741 0.00374689 0.00491127 0.00204155
internal_weight=107.173 67.0816 2.24956 40.0916 3.90642 36.1851 33.7828 2.40239 3.11893 2.50642 1.14962 64.832 0.787498 33.1387 62.4966 11.0865 4.39548 2.34971 1.33031 51.4101 0.8357 0.429028 32.7674 4.70891 28.0585 27.0571 0.920031 0.593469 26.1371 50.5744
internal_count=4034 1670 55 2364 211 2153 2099 54 113 98 60 1615 98 2074 1573 175 117 66 48 1398 130 102 1847 408 1439 1421 112 102 1309 1268
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=0 1 1 1 3 4 4 0 0 1 4 1 3 4 3 3 4 4 2 1 1 4 4 1 1 0 3 4 3 2
split_gain=0.201627 0.250242 0.221894 0.333953 0.507494 0.298005 0.357055 0.32268 0.445608 0.258955 0.235977 0.443818 0.221859 0.425381 0.213614 0.21344 0.211328 0.200807 0.378991 0.239022 0.384771 0.461508 0.45984 0.669984 0.748535 0.268347 0.613346 0.450908 0.295202 0.242555
threshold=85.667718326750006 62.052302108850007 64.665483411650015 62.55235532115001 0.085820000000000021 39.577821550850011 40.137820134150012 85.812895065800021 85.877418060900013 65.29995953045001 42.047301293400004 63.705703859100005 -0.12244000000000001 35.782584506850007 -0.10565499999999999 0.11922500000000003 44.756878345700009 40.563919884450009 -0.12546499999999997 62.095317438950012 62.052302108850007 42.824128352900011 42.198888176300009 61.993156030000002 61.93400995115001 86.89903215050002 0.087795000000000026 42.67709657435001 0.09914000000000002 -0.079634999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -2 -7 -8 -9 -4 11 -6 13 -11 -14 -1 -3 -10 -19 20 21 22 23 24 -20 26 27 -21 -27 -22
right_child=2 16 9 4 10 6 7 8 17 12 -12 -13 14 -15 -16 -17 -18 18 19 25 29 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=6.6243363759832188e-05 0.00084331936805326108 -0.0020197319464510511 -0.00099141358522436313 0.0017569531446036235 0.0017482042776183913 -0.00036246675817603962 0.00063361010173886196 -0.00066254869021828682 0.00059654260668804131 0.0014947400675571275 -0.00026362041276117685 -3.2342742057723065e-05 0.0012293382417957477 -0.0013690506527631796 0.00013944445605504672 -0.0012642177161690858 0.00087495586618260531 0.00064880218378908104 0.00025266112147221472 0.00055962804750718867 -0.0011974976545574248 0.00065513605886224956 -0.0010132540935013257 0.00068681893867362511 -0.001281369860170482 -0.00037219777637055568 -0.00066016522863819517 0.0020181857192921523 0.00048944466201116953 -0.00017494950259993022
leaf_weight=8.284591189288216 3.0611323267221442 0.42946541227138446 0.79591200593858857 1.4449268388561893 0.98826417326927263 3.8316559232771388 7.4974035937339059 2.2214990747161201 5.2648584633134297 0.2577634129933688 1.3582462938502429 1.1818763390183447 0.7008515933430236 0.88092614400397906 51.203058733397945 0.49106477783061642 0.12524195437435992 5.6860426068305889 2.8593736840412145 2.3527463902719306 1.5531000606715681 4.1521246857009819 1.819097454426809 3.8269461905583739 2.1368532255291939 3.0566992871463299 1.0162494974210856 1.2466953136026857 3.0581467300653458 2.0948460842482737
leaf_count=648 32 115 21 46 14 28 88 31 39 57 13 30 32 212 2154 24 55 48 30 28 24 24 37 33 26 26 21 56 14 28
internal_value=0.000188324 -8.89395e-05 0.000210713 0.000290972 0.000778167 0.000248265 0.000214328 0.00025867 0.000192285 0.000118721 0.00037734 0.000778504 0.000135378 -0.000720779 0.000154161 -8.20607e-06 -0.00136617 0.000239614 0.000185705 9.5444e-05 -3.99383e-05 0.000100698 -0.000115618 6.94503e-05 -0.000403434 0.000328122 0.000685018 0.00106481 5.87254e-05 -0.000610296
internal_weight=124.878 9.33036 115.547 61.7088 4.97331 56.7355 53.6743 49.8427 42.3453 53.8385 3.52839 2.17014 53.0426 1.13869 51.9039 8.77566 0.554707 40.1238 34.8589 29.1729 18.4423 14.7944 10.6423 8.82317 4.99623 10.7305 4.61569 3.59944 6.11485 3.64795
internal_count=4034 842 3192 716 103 613 581 553 465 2476 57 44 2455 269 2186 672 170 434 395 347 202 150 126 89 56 145 105 84 40 52
is_linear=0
shrinkage=0.00196078


Tree=933
num_leaves=31
num_cat=0
split_feature=4 2 2 4 1 2 3 3 1 0 1 1 0 0 4 4 2 0 4 1 1 3 4 4 1 1 0 3 2 3
split_gain=0.0487213 0.137245 0.214751 0.0855484 0.0977941 0.0642955 0.0958191 0.108753 0.0600523 0.24522 0.198167 0.323094 0.147809 0.114913 0.105191 0.0839463 0.161225 0.238041 0.221609 0.0639472 0.345806 0.592044 0.244859 0.274947 0.228668 0.209342 0.204204 0.171212 0.306947 0.18162
threshold=33.96174662340001 0.15844000000000005 -0.116995 34.466665687600006 69.64719632740001 -0.092710000000000001 0.099465000000000012 0.089920000000000014 61.622148808000013 83.941728207000011 60.613977009100005 58.167480110400007 78.626646483100004 83.503509531750026 50.205949521800008 48.96897326980001 -0.30094499999999996 76.451683855550016 44.952171034750002 64.665483411650015 62.55235532115001 0.085820000000000021 39.749124837650008 40.137820134150012 65.29995953045001 63.705703859100005 85.925810307250018 -0.12244000000000001 0.25988000000000006 -0.10565499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 -7 9 10 11 12 15 14 -10 16 -5 18 -18 20 22 -22 26 -24 -21 -23 -15 28 -26 -29
right_child=3 -3 5 8 -6 6 -8 -9 13 -11 -12 -13 -14 19 -16 -17 17 -19 -20 24 21 25 23 -25 27 -27 -28 29 -30 -31
leaf_value=-0.10400593871597974 0.073115334952048305 -0.077105644500880838 0.075703010864130546 -0.10390749208711554 -0.0072655398911202944 0.031475076982060951 0.051047333247923127 -0.1089511178782912 -0.1024067871792823 -0.063286639402635222 0.089552472551871459 -0.10391801696679588 0.096453120943975762 0.0047455346066106949 0.10100560782494304 -0.027362569040023734 -0.10145892240047637 0.075107704200166367 0.022827329517492709 -0.057181736869410471 0.098688550529659372 0.031596853995146515 -0.028208204348365802 0.0028083035354469323 -0.072010639688006375 -0.022820682349715082 0.046749665135412212 0.059521836742942272 0.091897437562323825 0.0010754256668079267
leaf_weight=0.1529662474932536 0.36182595347054203 0.29414742745439071 0.19505181589374843 0.10513138491660501 0.26020911401428748 0.1078593300913997 0.23907768674371255 0.11285335020033926 0.17284956366893212 0.70499545888742421 0.24033383835921984 0.29450568731772353 0.17245497182011593 2.4115971997380248 0.02980690635740757 0.72321379254572082 0.20304353974643119 0.53655411351792281 0.48891152858777787 0.68739402201026578 1.0316737354733039 1.8550851197214799 3.0510999746620646 45.160000246934942 0.67885345891101323 1.14220039115753 2.2254434553906322 0.53842377443924405 0.13737133902031928 42.429265568998304
leaf_count=127 23 61 17 8 26 26 14 14 193 36 12 48 6 26 1 33 196 19 45 21 43 25 24 665 203 32 26 26 25 2013
internal_value=0.00229661 -0.0186216 0.00267424 0.0025148 0.0394905 0.0275939 0.00718514 -0.0403267 0.0022958 -0.010642 0.00278503 -0.00547752 0.00752709 0.00273777 -0.0724887 7.11706e-05 0.0149481 0.0251193 -0.0136426 0.00288819 0.00510932 0.0333494 0.0029564 0.000845385 4.74578e-05 0.0108595 0.0249045 0.000945939 -0.0444248 0.00180781
internal_weight=106.744 1.10196 0.807808 105.642 0.622035 0.654842 0.45979 0.220713 105.02 3.46914 2.76415 2.52382 2.22931 101.551 0.202656 2.05685 1.33364 1.22851 0.691955 101.348 56.8771 4.02896 52.8481 48.2111 44.4713 2.99729 4.63704 43.7839 0.816225 42.9677
internal_count=4034 259 198 3775 49 71 54 40 3726 403 367 355 307 3323 194 301 268 260 241 3129 841 100 741 689 2288 57 52 2267 228 2039
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=4 2 2 3 4 1 2 1 0 1 1 0 4 2 0 4 1 1 4 1 4 0 4 1 0 0 4 0 0 3
split_gain=0.041584 0.118108 0.188996 0.0755309 0.0723972 0.0587336 0.244931 0.0500985 0.205098 0.174056 0.290856 0.13282 0.0693027 0.142677 0.205106 0.198409 0.0529369 0.119375 0.239966 0.0623323 0.293787 0.310782 0.310215 0.239173 0.263326 0.21096 0.367064 0.540923 0.270382 0.304628
threshold=33.96174662340001 -0.116995 0.15844000000000005 0.096665000000000015 34.654301448200009 69.563854125350005 0.10957500000000002 61.622148808000013 83.941728207000011 60.613977009100005 58.167480110400007 78.626646483100004 48.96897326980001 -0.30094499999999996 76.451683855550016 44.952171034750002 61.901748453550006 61.93400995115001 40.664404858950007 64.665483411650015 39.577821550850011 86.162394622750014 40.159267750750011 62.837331883000012 89.705782438650019 85.812895065800021 42.719328117250008 85.791387400750025 85.963448721100022 0.10932000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -3 -7 8 9 10 11 12 13 -6 15 -15 -9 18 -18 20 21 -19 -22 25 -25 26 -24 -28 29 -27
right_child=4 2 3 -5 7 6 -8 16 -10 -11 -12 -13 -14 14 -16 -17 17 19 -20 -21 22 -23 23 24 -26 28 27 -29 -30 -31
leaf_value=-0.10362967346770356 0.033968610201500084 0.060144952486603155 0.0016624333578320535 -0.108797330745752 -0.10352869109607177 -0.068533197483019073 0.1031987824278266 0.011815290571538517 -0.058832436341732679 0.087090253843858101 -0.10354394223689854 0.095386806417962544 -0.024753790914521637 -0.10132336489435859 0.071404934032526082 0.020665829801893514 0.0047217817373011459 0.085419060462471968 -0.050498066240501842 -0.00012785536657528159 -0.028733382382670064 0.014323516516055701 0.028419334029839916 0.01016824612639659 0.090022519706321691 -0.052162159368502485 -0.10262566138453628 0.1030207693474315 0.0035976326933973551 0.0066100864383924337
leaf_weight=0.13888655210116951 0.71599962882441914 0.27869729828671441 0.091940892250477191 0.1894811674360426 0.095457136165351675 0.21253315305557408 0.13631844548217487 5.7055674028233616 0.68369682892807748 0.22330514366331033 0.2673934602189546 0.15770249301567663 0.71968776267021883 0.18370337122996672 0.50939036950876471 0.48619537830927584 2.0233536808518688 0.88199330620773198 1.2878883350931571 44.380393488233267 2.8691306770779184 2.0300029348582029 5.7669877172447732 1.0465806383144798 0.68207613332197059 1.9471291024237865 0.49777899317268737 0.17213857173919678 30.219485132722184 1.6120617086999116
leaf_count=127 65 19 41 20 8 48 4 62 36 12 48 6 33 195 19 45 19 46 39 2364 27 32 133 38 33 42 85 2 377 9
internal_value=0.00208118 -0.0177414 -0.00461802 -0.07271 0.00227869 0.0259176 -0.00142662 0.00206146 -0.0100136 0.00261578 -0.0051806 0.00704061 5.49631e-05 0.0140613 0.0235796 -0.0127867 0.00245868 0.00189919 -0.0167557 0.00256984 0.00507845 0.0358571 0.00307844 0.00525448 0.0416763 0.00368889 0.0202804 -0.0497838 0.000527197 -0.0255425
internal_weight=106.213 1.04786 0.908971 0.281422 105.165 0.627549 0.348852 104.449 3.32653 2.64284 2.41953 2.15214 1.99443 1.27475 1.17929 0.669899 101.123 95.417 3.31124 92.1058 47.7254 2.912 44.8134 41.9442 1.72866 40.2156 6.43691 0.669918 33.7787 3.55919
internal_count=4034 259 132 61 3775 71 52 3710 402 366 354 306 300 267 259 240 3308 3246 58 3188 824 78 746 719 71 648 220 87 428 51
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=2 3 2 2 4 1 1 4 3 3 3 3 1 1 2 3 4 1 0 1 0 1 0 4 2 4 3 4 0 4
split_gain=0.0399 0.110257 0.0715806 0.351402 0.214356 0.27707 0.381896 0.189 0.157302 0.150812 0.141567 0.0896477 0.072732 0.0950119 0.0642253 0.181172 0.468662 0.547225 0.778038 0.382642 0.722218 0.412678 0.306648 0.222041 0.222656 0.287225 0.13445 0.0941401 0.265987 0.434834
threshold=-0.63113999999999992 0.097450000000000023 -0.58287999999999995 -0.50001499999999999 39.792680591700012 75.634392583900009 78.285212300550015 49.283271594150008 0.085035000000000013 0.10065000000000003 0.083950000000000011 0.093580000000000024 78.527173532250018 83.116371560950014 -0.117885 0.085035000000000013 41.535369675400013 62.116825104000007 89.705782438650019 62.213609596700003 89.705782438650019 69.563854125350005 96.741477366050006 37.627645350900004 -0.30094499999999996 40.467253020850002 0.087715000000000029 40.636252116050009 85.812895065800021 41.942745071500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 9 -6 -7 8 10 11 -4 -2 -8 -14 15 23 19 -18 -19 -17 -21 -22 -23 -5 -25 -26 -20 -16 29 -29
right_child=2 -3 3 14 5 6 12 -9 -10 -11 -12 -13 13 -15 27 16 17 18 26 20 21 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.039402088891255647 -0.041712265166003598 0.025764888112053526 -0.10082310900912538 -0.087782013230925215 0.059206652522887787 -0.1064897839438913 0.10142078439767131 0.055455440706670522 -0.11099845552306875 -0.10915292133343345 0.10259208615229581 0.060813279879989246 -0.10191531793915165 0.087805441161053099 0.0049532407727776459 -0.026839292429172729 0.097919622258457573 -0.07600002348284883 0.10296060360920954 0.091246121944105724 -0.07066577101399861 0.078439534812029033 -0.0072837093257655475 -0.1084730377573065 0.063371726359271227 -0.0052488005118275236 0.030169719082823968 0.031309065738450159 -0.0047042187257227523 -0.027675263529892309
leaf_weight=0.74503799052467801 0.19968252408148091 0.39849542629599455 0.063288164442368067 0.30747956770630835 1.3485413906746542 0.28130577877163876 0.16489533055573702 0.11042994493618608 0.52165029048273936 0.18745447837864049 0.074473723769187927 0.1488677255147195 0.051599008031189442 0.054044037110998033 36.439398858979075 2.7137661004089733 1.3150596310151743 0.62916136672720302 0.49320808382253722 1.0860100380668885 0.71144867688417468 0.59151861787540871 1.4167901776870619 0.18602223787456651 0.68887424204740533 5.3258906768196539 0.52264674585967441 5.0545290340196507 42.181618092072256 1.6603923235761611
leaf_count=42 37 22 78 164 31 19 5 6 81 8 1 12 14 48 1010 30 22 9 11 27 15 14 83 9 61 654 31 93 1120 277
internal_value=0.00188515 -0.0166929 0.00208839 0.00168414 0.019028 0.0347808 -0.0249087 -0.0656225 -0.085899 -0.036823 0.00914262 0.00207696 0.0599192 -0.00485947 0.00219552 0.0080121 0.0168325 0.0498308 0.0113876 0.00185021 0.0223077 -0.00521962 0.0179648 -0.00483523 -0.000722132 0.00261035 0.0655105 0.00110577 -0.00176149 0.0167241
internal_weight=105.674 1.14353 104.53 102.094 2.43639 1.90039 0.551844 0.769842 0.659412 0.536005 0.137762 0.34855 0.270538 0.105643 101.324 15.9879 9.47961 2.96008 1.64502 6.51953 3.80577 2.71976 2.00831 6.50827 6.20079 6.01476 1.01585 85.3359 48.8965 6.71492
internal_count=4034 64 3970 3796 174 117 86 166 160 57 79 49 67 62 3630 1130 242 73 51 169 139 112 97 888 724 715 42 2500 1490 370
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=1 2 1 3 3 3 1 2 3 2 3 2 3 2 4 4 2 2 4 4 2 0 1 2 2 4 1 2 0 3
split_gain=0.0432497 0.121351 0.0917428 0.0494476 0.0608531 0.0601167 0.0459153 0.0446728 0.152375 1.09136 0.319354 0.308178 0.453036 0.333321 0.549149 1.54314 0.518057 0.441501 0.394456 0.288022 0.258119 0.252544 0.210926 0.197165 0.18702 0.232433 0.176886 0.343325 0.215149 0.371592
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 0.086230000000000015 -0.089139999999999997 87.030766598900016 -0.037054999999999998 0.09551500000000003 -0.053159999999999992 0.094375000000000028 -0.06483499999999999 0.10433500000000002 -0.086139999999999994 40.241071441700008 36.491284729650012 -0.079634999999999997 -0.08854999999999999 42.141702038450013 43.487767439550005 -0.15731999999999999 86.054856297550018 65.907551067950024 -0.14429 -0.075639999999999999 38.121007182500009 61.93938686740001 -0.082094999999999987 86.420486603250012 -0.18112999999999999
decision_type=2 2 2 2 2 2 2 2 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 -2 -3 8 10 11 26 13 -13 14 15 22 -15 18 20 23 -16 -22 -10 -20 -18 -26 27 -1 29 -28
right_child=1 6 -4 -5 -6 -7 -8 -9 9 -11 -12 12 -14 16 17 -17 24 -19 19 -21 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0038781957517131094 0.068237423796531554 -0.10265058055065078 -0.10189456876222176 -0.036593174230154672 0.087004860799866066 -0.10100891192169832 0.005549431494688028 0.0052053038669975992 0.077679966460951391 -0.11176218148534239 0.040005993050415238 0.080967421934107428 -0.010084543064985584 -0.09288547236887304 0.058193242377732907 -0.095668405216235486 0.017956975398303494 0.068370027833723909 -0.023153550830962322 0.025062649641103215 0.029765033308694629 -0.014772198013971786 0.0067465077009341836 -0.11323656600156883 0.0083077068517644036 -0.044997175013259776 -0.021155206352552008 -0.071998003358146379 -0.0004399435563732883 0.022882823340435232
leaf_weight=4.2161853566535683 0.041571441495761974 0.19066846161012918 0.062211919880382993 0.083086605445714667 0.16848095229943283 0.042385673649619093 0.04937598996957604 29.060838580724976 0.73772116587497938 0.94198409008094941 2.2872585158911525 1.0544527371239376 1.1342793159710707 0.9572237713728099 1.2554426645292593 1.7801650832334415 1.4314284444553775 1.3740970562212096 0.45578247541561723 0.45639002311509103 2.5546711924107521 2.5381159759126604 0.97093137417687103 0.52034638883196727 1.3102997563401033 2.1773153983085649 2.3466405660165046 0.89734496106393535 33.561806927897123 10.442597306890999
leaf_count=311 10 155 398 17 14 79 287 863 29 26 34 22 29 39 42 73 15 9 20 23 21 31 23 24 23 37 38 36 976 330
internal_value=0.00171577 -0.024246 0.00964105 0.0303216 0.0523457 -0.0172064 -0.0803944 0.00187428 0.000590467 -0.00649266 0.00344347 -0.00170422 0.033781 -0.00589796 0.00324793 -0.0305115 -0.0255767 0.0161133 0.00688465 -0.0405139 0.0175804 0.00756881 0.0373725 -0.0711742 -0.0124787 -0.0249705 0.00181851 -0.0158322 0.00376577 0.0148025
internal_weight=105.101 0.637781 0.397737 0.335525 0.252438 0.0839571 0.240044 104.463 75.4025 21.6506 53.7518 20.7087 2.18873 18.5199 12.6437 3.48882 5.87627 9.15485 7.78075 1.43252 6.34823 5.09279 1.70865 0.976129 4.91904 3.48762 51.4646 5.11353 46.351 12.7892
internal_count=4034 960 518 120 103 89 442 3074 2211 486 1725 460 51 409 295 125 114 170 161 67 94 52 52 44 75 60 1691 347 1344 368
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=0 3 3 1 0 2 4 2 1 0 1 3 3 0 2 3 1 1 1 3 3 0 0 2 2 0 4 0 0 1
split_gain=0.0428321 0.205962 0.340437 0.238397 0.198226 0.182839 0.14906 0.0860172 0.357727 0.371323 0.358073 0.300862 0.267968 0.183215 0.308967 0.527694 0.332243 0.31037 0.305695 0.5871 0.589793 0.335162 0.439058 0.26394 0.48107 0.364981 0.529527 0.329793 0.535392 0.278145
threshold=85.705356740550016 0.11531000000000002 0.10335500000000002 62.052302108850007 85.764502819450016 -0.23783499999999999 44.756878345700009 -0.094519999999999993 62.00390986255001 86.329079026800017 62.041548276350007 0.12201500000000003 0.11379500000000002 85.963448721100022 -0.08854999999999999 0.08729000000000002 75.408562100950022 62.025417527550012 62.095317438950012 0.089305000000000023 -0.059734999999999996 86.135510041400025 86.329079026800017 -0.084794999999999995 -0.081354999999999997 89.705782438650019 42.047301293400004 91.73825678530001 97.674372337300014 62.132955852800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 -1 -5 8 -6 -10 -11 12 -12 -9 15 -15 -17 -16 19 20 -19 -20 -23 27 25 -25 -27 -24 -29 -26
right_child=4 -3 -4 6 7 -7 -8 13 9 10 11 -13 -14 14 17 16 -18 18 21 -21 -22 22 23 24 29 26 -28 28 -30 -31
leaf_value=-0.082622201432796416 0.036506039868077052 -0.069785527673825135 0.061942412982399532 -0.10672382089243022 -0.027626005396815596 -0.00032577908172246462 0.046980349041256267 -0.016173125529283128 0.042466414651037683 0.10163284655938286 0.0045996020908973092 -0.053939436841956651 0.088801914614833249 -0.071622441229786449 0.019164756573371838 -0.027864668281589473 0.033064430078787427 -0.010220691117535359 0.08839293063056497 0.0035668423623055842 -0.10819883290938614 -0.11613989558440568 0.068529047251873809 -0.12581016369275552 0.044912952938970824 -0.10844758926699927 0.03893395145642925 -0.085560161806967849 0.075090183823816367 0.0016769494999977583
leaf_weight=0.28095615092297421 1.6522620078176249 0.46632574444811403 0.76822327035915794 0.35918788606431906 2.7934833057224848 6.9002833065660498 0.076538902023457922 6.6126454632030791 3.1041728225536671 0.38031601533293979 19.837449199016817 0.86742797795613924 0.38529138221701842 1.5152279713511223 10.352009248454122 2.0604176960187037 1.5822187400455048 1.2432238012552264 0.45784107409417529 3.9640075447969139 1.214651467045768 0.31033183564431865 1.3146823998540633 0.48280726931989093 1.5606155246496189 0.4070806498054933 0.60771523020093809 0.45195564115419973 0.3834527833885204 31.943394345361071
leaf_count=105 30 43 26 110 25 541 57 81 37 10 1185 42 18 49 126 34 24 8 20 35 48 7 10 6 62 56 39 31 31 1138
internal_value=0.0015531 -0.00510155 -0.00150428 -0.00790331 0.00216999 -0.00354551 -0.0797245 0.00156538 0.0062837 0.0101383 0.00546439 0.00373019 0.00620386 -0.000377492 0.00136767 -0.0220289 -0.00139945 0.00357407 -6.5724e-05 -0.020242 -0.0586403 0.0033512 0.00231187 0.00330131 0.00121226 -0.0542388 -0.0201875 0.0373092 -0.0118216 0.00369088
internal_weight=104.336 8.85152 8.38519 7.61697 95.4847 7.18124 0.435727 93.8324 27.3681 24.5747 21.4705 21.0902 20.2227 66.4643 59.8516 5.15786 3.64264 54.6938 44.3418 6.42188 2.45788 37.9199 37.462 37.1517 35.0016 1.4976 1.0148 2.15009 0.835408 33.504
internal_count=4034 882 839 813 3152 646 167 3122 1317 1292 1255 1245 1203 1805 1724 107 58 1617 1491 91 56 1400 1380 1373 1301 101 95 72 62 1200
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=4 4 4 4 3 3 3 1 1 0 2 2 2 0 3 0 3 3 3 2 2 2 0 3 3 2 4 0 2 2
split_gain=0.043825 0.521279 0.268348 0.262241 0.224275 0.16453 0.308466 0.410856 0.408688 0.550332 0.311022 1.14102 0.381877 0.870296 0.558589 0.366329 0.253102 0.27987 0.26071 0.367676 0.324546 0.546431 0.238293 0.228784 0.607765 0.234175 0.184796 0.160336 0.141884 0.295426
threshold=41.685324604100011 41.741384785950011 41.535369675400013 41.481306584950012 0.083950000000000011 0.088145000000000015 0.09013000000000003 62.020040611300011 62.068432857650002 97.096353839300008 -0.083424999999999985 -0.087234999999999993 -0.13953999999999997 85.812895065800021 0.093735000000000027 97.39208423365001 0.12535000000000004 0.10546000000000001 0.10371000000000001 -0.081874999999999989 -0.067109999999999989 -0.058374999999999996 100.52682641375002 0.086520000000000027 0.086030000000000009 -0.11347 41.806790701050012 88.606203063300015 -0.081354999999999997 -0.096529999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 23 7 -7 -9 -10 11 12 14 -14 -8 -16 17 18 19 -12 -21 -22 -11 24 26 -25 -3 -4 29 -28
right_child=1 5 4 -5 -6 6 10 8 9 22 16 -13 13 -15 15 -17 -18 -19 -20 20 21 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.002671145347488647 -0.11179048795644474 0.080633457490507515 -0.068725208401938562 -0.038616069435022937 0.049703834654019952 -0.12158136626986978 0.093934513553690285 0.021039300040408496 -0.11430018888690469 0.10208473813227466 0.0089254614347237943 0.099339818314981593 0.017258460389046774 -0.11611711181075526 -0.068032846532190994 0.042682406285829907 0.0088606339285214383 -0.085479235209681217 0.025732432466874483 -0.10811162016448508 0.071897543538304173 -0.076783026024841106 -0.064981295033271574 0.08014407127369666 -0.10704119702057834 0.016193914724027203 0.0062482737861372234 0.036070847801335605 0.013642270457912338 -0.032765993037067363
leaf_weight=62.194855450246664 0.42247945587223412 0.30693815203267583 0.31626493581279591 1.5774203707769618 2.0584239290474216 0.48684195106034112 0.69887390960866458 1.1597021583002063 0.72765182834700659 0.21915454976260662 1.2973289662841114 1.2867443775758136 1.1440164987725441 0.85476793051384437 0.66644877963699378 0.54181591045926325 3.0554272846488857 0.71787302263101072 1.0325907550286499 0.80904753536742524 0.38164678237808269 0.70161600008214275 0.13986197515509957 0.67619870932685433 0.5106613814027704 3.7377720445128935 6.3117013018232901 0.271179449585361 6.4390333015095385 2.8027687735159352
leaf_count=1979 15 14 15 31 46 31 18 18 25 4 8 15 33 44 29 36 33 48 8 30 7 66 90 11 25 115 710 34 367 129
internal_value=0.00140644 -0.00134512 0.00294461 0.0016499 0.0341506 -7.39331e-05 -0.00772348 -0.0382987 -0.0202493 -0.0643129 -0.00138687 0.0176691 -0.00923603 -0.0397788 0.0227744 -0.0183854 -0.0137627 -0.0277551 -0.0179407 -0.0320791 -0.0601911 -0.024401 0.0370009 0.00578564 0.00033794 0.0259908 0.00379524 -0.0203487 0.00227889 -0.00574891
internal_weight=103.547 37.129 66.4181 63.7723 2.64587 36.7065 15.9214 2.73321 2.24637 1.08667 13.1882 5.19267 3.90592 1.99878 1.90714 1.20826 7.99553 4.9401 4.22223 3.18964 1.89231 1.08326 0.359017 20.7851 16.3711 4.41397 15.8604 0.587444 15.5535 9.11447
internal_count=4034 1929 2105 2010 95 1914 543 168 137 119 375 175 160 77 83 65 200 167 119 111 103 73 94 1371 1245 126 1220 49 1206 839
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=2 2 3 3 3 3 0 0 3 4 1 4 2 2 4 4 4 2 4 2 2 4 4 0 3 1 2 1 3 2
split_gain=0.120068 0.308059 0.5493 0.712791 0.306049 0.677554 0.46081 0.712503 0.454185 0.577527 0.544977 0.373458 0.578143 0.866498 0.363183 0.881677 0.352667 0.27231 0.306358 0.268313 0.489984 0.946112 0.680916 0.774417 0.335166 0.379302 0.307175 0.375416 0.442194 0.645819
threshold=-0.06828999999999999 -0.075639999999999999 -0.14860999999999999 0.092075000000000032 0.083365000000000022 0.08674500000000003 96.531777631850005 85.791387400750025 -1.0000000180025095e-35 40.636252116050009 62.084563606450011 42.779078631750004 -0.053159999999999992 -0.037054999999999998 39.749124837650008 41.147265497500008 43.157831852650006 0.022350000000000005 39.525197829750006 -0.079634999999999997 -0.085584999999999994 41.806790701050012 40.890797847750008 91.937202686950016 0.087715000000000029 74.739136026450012 -0.083424999999999985 61.998532946250002 0.083495000000000028 -0.083064999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 -3 -4 8 6 7 -6 9 10 -2 12 14 -14 -7 -16 -13 18 -10 20 -1 22 23 -22 -21 -26 -23 -28 -29 -30
right_child=4 2 3 -5 5 11 -8 -9 17 -11 -12 16 13 -15 15 -17 -18 -19 -20 24 21 26 -24 -25 25 -27 27 28 29 -31
leaf_value=0.00015525726501435072 0.0019414424057610049 0.00072303549440931906 -0.001795331789628067 -0.00019549915304956482 0.00082587971364719371 0.0016185503403046901 8.1763105597532671e-06 -0.0020429081245889277 0.00069943375042458636 -0.001103388780836329 9.1822902632990679e-05 -0.0016678295565889238 -0.00095323404512849606 0.00026360869421686322 -0.00052315500335129404 0.0016182443815382101 -3.9311545909777707e-05 0.0004355958252786623 0.0018869659117789197 0.0011364118538377964 0.00060460154423867677 0.00094529472016607234 -0.0023700584913375609 -0.0022372537737907713 -0.00060300121047463526 0.0007891379332764085 0.00044138515748510295 0.00081950510531194492 0.00016698245094829239 -0.0022135469201094368
leaf_weight=50.639590834168047 0.70461839344352561 1.5855193920433519 1.4060308802800126 4.4896212069006651 0.43295438926725127 1.6748079014414567 1.8081155704485352 1.4395999784046578 2.2494067755069378 1.343093929985798 4.6823267261870569 0.74795067529066672 2.5271911184972913 20.503209621077076 1.583233841462061 1.386659202922601 1.6155647053010396 5.1297708576712466 1.3284873842349041 2.1606198093368212 1.0113926399499162 1.2916502164516712 1.2384050235414177 0.58012644904124488 1.4395870333537462 1.5764385175953064 2.2139170495793223 0.56953084023007283 0.78262803047255136 0.99544567455723143
leaf_count=2097 11 7 41 59 25 39 64 64 17 189 143 37 39 451 36 19 116 143 55 96 11 29 33 51 33 11 18 23 6 71
internal_value=0.000126152 7.51383e-05 -0.000301507 -0.000577037 0.000200852 9.61667e-05 -0.000697867 -0.00137961 0.000429507 4.69486e-05 0.000333755 0.000193461 0.000257353 0.000130081 0.000888418 0.000476676 -0.000554667 0.00072518 0.00114037 0.000118825 8.14664e-05 -0.00034888 -0.00127971 -0.000431286 0.000546939 0.000124652 0.000101164 -0.000137861 -0.000684122 -0.00116575
internal_weight=121.137 71.9805 7.48117 5.89565 49.157 33.7193 3.68067 1.87255 15.4377 6.73004 5.38695 30.0386 27.6751 23.0304 4.6447 2.96989 2.36352 8.70767 3.57789 64.4993 59.3227 8.6831 2.82992 1.59152 5.17665 3.01603 5.85317 4.56152 2.3476 1.77807
internal_count=4034 2586 107 100 1448 890 153 89 558 343 154 737 584 490 94 55 153 215 72 2479 2339 242 95 62 140 44 147 118 100 77
is_linear=0
shrinkage=0.00196078


Tree=940
num_leaves=31
num_cat=0
split_feature=3 3 0 3 3 3 4 2 4 3 4 4 4 0 2 0 2 3 3 3 2 2 4 4 1 3 3 1 0 2
split_gain=0.0411639 0.441743 0.627072 0.301035 0.257234 0.367495 0.344872 0.256664 0.203365 0.290575 0.457524 0.29913 0.211648 0.380279 0.578503 0.30944 0.375477 0.29951 0.291402 0.259464 0.311709 0.408847 0.340473 0.376922 0.364643 0.241467 0.225708 0.222361 0.213907 0.207106
threshold=0.09013000000000003 0.089415000000000022 89.493394246350007 0.090735000000000024 0.089305000000000023 0.088555000000000023 41.257403903850005 -0.078504999999999991 43.752965619700007 0.091645000000000018 40.003678352300007 39.420767558750008 41.243661560350013 90.767723400200012 -0.078504999999999991 88.17067284620002 -0.093879999999999991 0.09914000000000002 0.10249000000000003 0.10661000000000002 -0.056724999999999998 -0.011675 40.241071441700008 37.52517992975001 62.00390986255001 0.11278000000000003 0.10433500000000002 61.966271448700006 85.861287312150012 -0.117885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 -1 -7 -4 9 10 11 -5 18 15 17 16 -14 -15 27 26 22 -22 23 29 -25 -23 -20 -11 -29 -21
right_child=3 2 7 8 -6 6 -8 -9 -10 12 -12 -13 13 14 -16 -17 -18 -19 19 20 21 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0017957481181942664 0.041023142153538805 -0.12572146224693345 -0.045502860326762859 -0.059691185949539885 0.048595182547523152 -0.10535657626303432 -0.012089549067402453 0.0439561930435802 0.045603995033402345 0.044612188159890938 -0.1087821297132876 0.023299285363544291 -0.056242459160090325 -0.062862103677956402 -0.12264176969121354 0.039560942312442116 0.00020475318355078778 0.0259284181500768 -0.0049621771951433927 0.036119710089020061 0.072587439964523978 -0.03710747682576062 0.01779381208699013 -0.012128895327372845 -0.11590260228650096 0.024756414807827098 -0.052064316192238683 -0.039679594192273876 0.015088434641064234 -0.03888576231326283
leaf_weight=47.299202526067347 2.0406262752767352 0.66903693253698193 0.73858038950606886 0.69874600336601078 1.1205289270292258 0.61335124154754694 1.1211711432515583 0.56685843143804948 1.0381941688165159 2.4734907474485253 0.59748774490071799 1.1476506232284007 1.3246791864803498 0.65684705803596466 0.66975452514725375 1.6998359393328417 10.672650228152634 0.90106744210788747 2.6124658086482659 0.80281252001009218 1.322480732691474 0.91153187872987418 2.4012013336905511 0.59778565261512973 0.78097339830856072 2.049590289020216 1.6661731345775477 0.75706830993294616 12.288569973309221 0.67991271497942329
leaf_count=2582 42 43 20 31 14 39 42 33 67 40 43 23 50 53 54 23 159 33 34 28 24 19 30 7 47 50 48 14 301 41
internal_value=0.00136812 -0.000605965 -0.0470013 0.00339417 0.00122053 0.000137914 -0.0450701 -0.00665721 0.00181909 0.000866361 -0.0327207 -0.00810743 0.00267959 -0.00660216 -0.0449202 -0.000370211 -0.00602784 -0.0115074 0.00771673 -0.00284144 0.0063301 0.026359 -0.00997255 -0.0332726 -0.0709097 0.00571265 -0.0233045 0.0171223 0.0119101 0.00172549
internal_weight=102.92 52.1287 1.97448 50.7916 50.1543 49.0337 1.73452 1.30544 48.751 47.7128 2.44388 1.8464 45.2689 15.9248 2.22767 13.6972 11.9973 1.55791 29.3441 13.8249 9.54629 4.2836 5.26269 2.86148 1.37876 2.96112 4.27864 15.5191 13.0456 1.48273
internal_count=4034 2773 96 1261 2677 2663 81 53 1219 1152 97 54 1055 372 140 232 209 86 683 328 246 93 153 123 54 69 82 355 315 69
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=4 4 3 3 3 4 2 0 3 3 2 0 1 2 4 3 1 1 3 4 3 3 3 3 0 1 0 4 0 0
split_gain=0.0477989 0.173469 0.265312 0.171513 0.342938 0.257258 0.19087 0.142367 0.0938995 0.115883 0.295787 0.0918156 0.171951 0.166162 0.104423 0.0870157 0.142481 0.0974144 0.0791711 0.200341 0.112894 0.214749 0.479486 0.0621487 0.24985 0.430559 0.204996 0.169836 0.625342 0.493268
threshold=43.680097826700013 43.426640904350009 0.086030000000000009 0.09091500000000001 0.096885000000000013 43.847983878700006 -0.23783499999999999 97.674372337300014 0.086555000000000021 0.080770000000000022 -0.102645 84.226704768850013 61.778079379550007 -0.072524999999999992 35.171584490050009 0.41214500000000009 62.095317438950012 62.213609596700003 -1.0000000180025095e-35 44.952171034750002 -0.52484999999999993 -0.25095999999999996 -0.14860999999999999 0.10249000000000003 86.565663342300013 63.353515844050008 86.135510041400025 38.179089776100007 93.953546284800012 95.262825394300009
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -2 -7 8 9 18 -11 12 13 14 -1 23 -17 -18 20 -20 -8 -22 -23 -13 26 -26 -25 -27 -29 -30
right_child=3 2 -4 4 -6 6 7 -9 -10 10 -12 15 -14 -15 -16 16 17 -19 19 -21 21 22 -24 24 25 27 -28 28 29 -31
leaf_value=0.076112729860627892 -0.091378853785672287 0.078583460700126978 -0.03770000641457056 0.06338136620886678 -0.034738030803300464 -0.10322896367728558 0.024544126373927458 -0.10181789739758661 0.040300620233024831 0.0457260526345405 -0.10976673602496001 0.002555359091624871 -0.10347550198293642 -0.062295277180384273 -0.0036240320198481233 0.03869038183992804 -0.033277513839865117 0.014689138688274964 -0.0045529354865867363 0.075134009348270497 -0.10715092918959759 0.063594392212879589 -0.10671623509694966 -0.008304106201481946 0.037694258474533206 0.0092703910318002423 -0.046270064341024542 -0.078204558365848831 0.094233647723781983 -0.016407549228673175
leaf_weight=0.18500965061684893 0.41601013241961382 0.66765785615825635 0.27786943981482182 0.86140166515269789 0.60737141252479887 0.20581661863252421 0.45397765103371079 0.14560181957051543 0.48144822302492674 0.1977484996750718 0.32080143200482769 71.44225721486211 0.21487088130288601 0.46615055205256717 1.46302106593248 1.6513975784182542 0.63908462226390828 1.2545007441285632 1.2697930528884178 0.4198029222097831 0.29482201659266161 0.40972940977371786 0.27710857278179879 5.8565584082098239 3.0505164898931962 3.1689551512023399 1.8783133942633865 1.2894262960180642 0.52247494818948359 1.7613580921129139
leaf_count=73 44 50 21 36 31 172 13 366 18 56 53 2102 163 128 94 17 4 58 25 60 30 20 40 80 24 115 26 28 10 77
internal_value=0.0012322 0.00178965 0.0444103 -0.00716181 0.0228067 -0.0161583 -0.00916819 -0.00463529 -0.00120519 -0.00668929 -0.0504697 0.00136475 -0.0182449 -0.00958263 0.0053273 0.00185842 0.0172225 -0.0014996 0.000574911 0.0152464 -0.0166919 -0.0357618 -0.00511837 0.00124624 -0.0040897 0.00652122 -0.0175236 -0.00758303 -0.0225295 0.00890396
internal_weight=102.151 95.7894 0.945527 6.36143 1.46877 4.89266 4.47665 4.27083 4.12523 3.64378 0.51855 94.8439 2.32905 2.11418 1.64803 92.5148 3.54498 1.89359 3.12523 1.6896 1.43564 0.98166 0.686838 88.9699 17.5276 9.79273 7.73487 6.74221 3.57326 2.28383
internal_count=4034 3070 71 964 67 897 853 681 315 297 109 2999 458 295 167 2541 79 62 188 85 103 90 60 2462 360 254 106 230 115 87
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=2 4 4 4 4 3 2 2 3 2 0 0 2 2 0 0 0 0 4 3 3 1 3 4 3 3 0 0 4 3
split_gain=0.202539 0.279884 0.298472 0.342155 0.381523 0.280417 0.435743 0.321003 0.487035 0.733329 0.38181 0.908068 0.539231 0.828606 0.370971 0.370813 0.690425 0.379621 0.279696 0.263202 0.624339 0.712068 0.486509 0.607651 0.392711 0.872451 0.479801 0.305427 0.282368 0.545841
threshold=-0.06483499999999999 39.896141435400004 40.467253020850002 40.241071441700008 40.040005255000004 0.11002000000000002 -0.10946499999999999 -0.13734499999999997 0.088350000000000026 -0.117885 86.565663342300013 91.73825678530001 -0.091639999999999985 -0.070909999999999987 86.054856297550018 87.638358136350021 86.162394622750014 91.394134144600017 36.010074051050005 0.083365000000000022 0.091645000000000018 70.123053416500014 -1.0000000180025095e-35 41.770271989050009 0.087795000000000026 0.08674500000000003 85.877418060900013 88.872360418250011 36.893814626400008 0.11531000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 7 -7 15 9 -9 -10 -12 -13 -14 -11 16 -1 -17 -16 22 21 24 23 -2 25 26 -21 -26 29 -22
right_child=19 2 -4 -5 -6 6 -8 8 10 14 11 12 13 -15 18 17 -18 -19 -20 20 28 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0014862017447052499 0.0002040098760561639 0.0006825674395158531 8.7984301585302253e-05 0.0012076830755947264 -0.00040599012985058033 0.00024754157539887887 -0.0021356920923587576 0.0011055753778616334 -0.00049920857116070229 0.00047214698866551545 0.0017626457716547511 0.00066966026570859617 -0.0021161178679759834 0.0006564794885799925 0.00010441409254494642 -0.0021210378872324274 0.0020276946028368686 -0.00043452637828042897 -0.001871308666308876 0.00033281388026930412 -0.0017168285077414041 0.0002185814655714311 0.00075400549094691081 -0.0022384622704188298 -0.0022974968653534378 0.00091887213344629258 -0.0019861731465517043 -0.00067447259620023129 0.00037810341638755407 0.00063877435865081873
leaf_weight=0.39177146016390851 5.9496156171335324 3.1133896870378512 51.469037276929271 1.9838502866477936 2.0549040057230741 0.53220512471443726 0.66165519274545548 0.75078013765414686 1.5885005525778977 0.44966558867599671 1.7581283673644064 2.4029287773287247 0.86218812868264583 0.79795180168002933 0.33652282078901397 0.82589018234284628 0.4763987734913826 1.355027006448722 1.5187752199253735 0.48829595938150161 0.73060559202804387 5.400963399793909 8.8441887368116987 0.41920314067829156 0.96504832063874324 1.1715617969166485 1.1529905230563597 0.82845811685547233 21.77359341148167 0.78408152727479319
leaf_count=157 194 26 1724 34 32 46 47 23 27 12 25 54 55 5 15 22 5 221 83 26 64 272 215 141 38 23 40 25 368 15
internal_value=0.000144483 7.94613e-05 0.00014014 0.000515466 0.000249759 -0.000162377 -0.00107328 -8.19081e-05 8.12054e-05 -0.000577472 0.000352843 0.000585352 7.59262e-05 -0.00078346 -0.00112568 -0.000641766 0.00044201 -0.00107319 -0.00151294 0.000242776 0.000145147 -0.000264449 0.00045645 4.32435e-05 -0.000830804 -0.000373647 -0.00129626 -0.00154779 0.000321157 -0.000497445
internal_weight=121.838 73.3296 58.6212 7.15214 5.16829 14.7084 1.19386 13.5145 10.4654 3.05574 7.4097 5.8212 4.06307 1.66014 2.30496 3.04909 0.86817 2.18092 1.8553 48.5086 33.2956 10.0073 15.213 6.36882 4.60635 2.81285 1.64129 1.79351 23.2883 1.51469
internal_count=4034 2613 1816 92 58 797 93 704 299 133 166 139 114 60 110 405 162 243 98 1421 871 424 550 335 152 89 66 63 447 79
is_linear=0
shrinkage=0.00196078


Tree=943
num_leaves=31
num_cat=0
split_feature=4 0 0 2 3 3 4 4 4 0 1 1 0 4 4 1 3 2 4 2 3 0 1 3 4 1 1 0 3 3
split_gain=0.201311 0.312031 0.480073 0.410557 0.27847 0.442977 0.429911 0.254238 0.590705 0.214079 0.330713 0.197924 0.51931 0.425274 0.444347 0.434609 0.361986 0.301582 0.565479 0.436553 0.352093 0.389199 0.349737 0.278326 0.271525 0.396157 0.261342 0.259803 0.64193 0.257575
threshold=42.141702038450013 86.20003303655001 85.812895065800021 -0.098419999999999994 0.10828500000000003 0.087555000000000022 43.426640904350009 42.719328117250008 43.572676689450006 85.121961326250016 61.778079379550007 64.407391431150018 88.17067284620002 41.975471476700008 41.218101594450012 66.45599652655001 0.082535000000000011 -0.12546499999999997 39.952536079750011 -0.117885 0.12084500000000002 91.394134144600017 75.499969677400017 0.089920000000000014 39.577821550850011 78.285212300550015 62.837331883000012 94.75470680765001 0.08895500000000002 0.11002000000000002
decision_type=2 2 2 2 2 2 2 2 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 -2 -7 -9 10 -1 12 -11 14 17 -16 -17 18 20 -19 21 -13 -20 26 25 -23 -14 -18 -29 -21
right_child=1 -3 3 -5 -6 7 -8 8 -10 11 -12 13 23 -15 15 16 27 19 22 29 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00010233563039417999 -0.0020573748427664745 9.3270630754549875e-05 -0.00034817993013980882 -0.0020829518792300807 -0.0020325359928728415 0.0015605973172915992 -6.6055394268809594e-05 -0.0020317260080998426 0.0015189931162739409 0.00022668246576658149 -0.0020815606757306894 -0.0022922894756917185 -0.00014186172788594457 0.0011220917817674817 -0.0023265554099419572 -0.0021932116639661707 0.00076728349577532618 0.001247830817785906 0.00074552128687577787 0.00019900797800351375 0.0011471251676642101 -0.0017001383304900901 -0.00094993857418247782 0.0020276481035361193 0.0011020751825139567 0.00053504563520200791 0.0014278349218131391 0.00053920215089210189 -0.0016595405457713926 -0.00041841458651464863
leaf_weight=3.0686597810172311 0.48916676850239982 25.107494887398616 1.1258420739322903 0.98198832245543588 0.25845110467344046 0.93014671927085124 2.8186184119294921 0.31180157228664029 0.42657890181726543 43.371881748083979 0.36297177000778891 0.797103130375035 0.79586658254265719 1.4865669328573847 0.48093958571553175 0.3583194165839817 0.90707964124158058 1.4354590872685502 1.9858660176396372 27.942913341841866 0.28252190314105963 0.95505190897074477 0.61189255430508627 0.88566879555582989 0.28848716973152466 0.44780261945359712 0.83629970531910658 1.0873654575771072 0.96228116656857299 2.8640166874647539
leaf_count=252 111 1172 13 54 27 19 246 35 13 401 149 16 5 34 9 66 32 15 19 766 19 69 70 17 15 157 35 44 51 103
internal_value=0.000122118 -1.0708e-05 -0.000366256 -0.00115637 -4.81084e-05 5.49554e-05 -0.000360539 0.000878655 1.96038e-05 0.000168859 -0.000311683 0.000187433 0.000276939 9.16753e-05 5.46821e-05 -0.000584684 -0.000331977 0.000119211 -0.00031107 0.000190858 -0.000927219 -0.00116273 0.000346162 0.00114266 -0.000630382 -0.000986649 0.000662429 -0.000106418 -0.000493078 0.000141608
internal_weight=124.665 32.4501 7.34259 2.10783 5.23476 4.97631 3.30779 1.66853 0.73838 92.215 3.43163 88.7834 45.8897 42.8937 41.4071 3.79599 3.31505 37.6111 5.36873 32.2424 2.77097 2.48844 2.59776 2.51784 1.69134 1.40285 1.63217 2.95673 2.04965 30.8069
internal_count=4034 1690 518 67 451 424 357 67 48 2344 401 1943 458 1485 1451 202 193 1249 365 884 276 257 89 57 241 226 40 127 95 869
is_linear=0
shrinkage=0.00196078


Tree=944
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 3 3 2 2 3 4 4 4 1 3 3 0 0 4 3 3 3 4 3 0 4 3 2
split_gain=0.166459 0.481192 0.281074 0.286139 0.51827 0.232271 0.237312 0.222133 0.394844 0.225662 0.203748 0.458526 0.390779 0.556459 0.356755 0.443959 0.403703 0.293647 0.583254 0.339026 0.650773 0.385283 0.338717 0.473136 0.858805 0.483909 0.326742 0.523534 0.283715 0.212635
threshold=66.590419433100024 66.351146659450009 92.313586825200005 90.767723400200012 67.300172379550006 65.687097501250022 85.705356740550016 0.10184000000000003 0.094175000000000023 -0.23783499999999999 -0.059424999999999999 0.083495000000000028 38.244973486750006 35.050303764500008 43.680097826700013 69.999384342500022 0.089505000000000015 0.092650000000000024 95.117648655250022 96.851704149400021 40.583589072600013 0.10010000000000002 0.084090000000000012 0.087715000000000029 42.066503896600004 0.088145000000000015 94.940210418650011 40.890797847750008 0.089415000000000022 -0.074999999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -1 11 29 13 -13 15 -14 -16 22 -19 -20 -21 -22 -17 24 -24 -25 -27 -28 -29 -4
right_child=2 -3 10 -5 -6 -7 -8 -9 -10 -11 -12 12 14 -15 16 17 -18 18 19 20 21 -23 23 25 -26 26 27 28 -30 -31
leaf_value=-0.0013986365802703014 0.0012374640568248692 0.0011947683707781457 -0.001167861581077448 -0.0012164435489968315 -0.0015829901169404775 -0.00065467530135268452 0.00025950064995674865 0.00034859160750881564 -0.0015900894704806115 9.179417738462499e-06 0.00024035986533258959 0.00026112424742978315 0.0013147302076190991 -0.0017795216209431336 -0.0021340854533554499 0.0018569391667222488 0.00063895059887540933 -0.0021378870552340216 0.00068735453464681905 -0.0016789921001718452 -0.0012120531786280239 0.00071993205974171164 -0.0021589993294723587 0.001893636254218707 0.00022421058442002943 0.001090107216630314 0.00043867190233980884 6.1521058175766961e-05 -0.002180789353251006 0.0003796696338497785
leaf_weight=0.47368991446819109 0.65713433502241902 1.9122341219335783 1.7889940777814959 1.2715464523134867 0.40477027557062684 1.2069845946971316 60.94858747033868 3.4271872627723496 0.76503418444190163 5.7697398032378286 22.40258941205775 1.0490172903059858 1.3330956697464049 1.0068752635474991 0.52606720052744904 0.53306104289367695 0.32749528375461523 0.5545031394722163 1.7089023184962568 1.0253053240430747 0.5324101164878815 1.5587022170875569 0.77790216527864542 0.89822911098599423 2.3006653467818978 1.5544845163822172 2.7872329356905543 0.362731915207405 0.53978491708403453 0.42185750219869333
leaf_count=163 13 30 667 81 62 28 741 81 45 582 752 62 16 145 54 8 22 34 22 65 43 40 71 9 40 26 52 24 25 31
internal_value=0.000166486 0.000223874 7.41888e-05 -0.00058897 0.000162381 0.000198298 0.00021272 -6.04985e-05 -0.000260546 -9.76318e-05 0.000109366 -2.65747e-05 6.99537e-05 -0.000738284 0.000165889 0.000229957 -0.00107013 0.000134403 -0.000233367 -1.45084e-05 -0.000399378 0.000228037 0.000337245 0.000249393 -0.000377986 0.000563831 0.000336063 1.83859e-05 -0.00127958 -0.000872574
internal_weight=120.827 74.5035 46.3234 2.33345 1.0619 72.5912 71.3842 10.4357 7.00846 6.24343 43.9899 21.5873 19.3765 2.05589 17.3206 16.467 0.853562 15.1339 5.37982 4.82532 3.11642 2.09111 9.75409 9.22103 3.07857 6.14246 5.24423 3.68975 0.902517 2.21085
internal_count=4034 1670 2364 156 75 1640 1612 871 790 745 2208 1456 758 207 551 475 76 459 204 170 148 83 255 247 111 136 127 101 49 698
is_linear=0
shrinkage=0.00196078


Tree=945
num_leaves=31
num_cat=0
split_feature=4 3 3 2 4 4 0 4 4 0 1 2 3 2 2 2 1 4 4 1 0 0 0 0 1 4 1 1 2 3
split_gain=0.0488091 0.110083 0.164744 0.159297 0.0627397 0.0826522 0.155471 0.0933943 0.137454 0.054323 0.181451 0.180061 0.111554 0.0780381 0.056509 0.158045 0.123454 0.054411 0.0582236 0.0513472 0.412225 0.288553 0.274436 0.255896 0.196473 0.324232 0.300312 0.379801 0.315645 0.158409
threshold=49.283271594150008 -0.25095999999999996 -0.24338000000000001 -0.23369999999999999 48.86568841230001 44.421469061800003 71.332859575200004 47.709122305950011 48.226196960950006 84.226704768850013 61.778079379550007 -0.072524999999999992 0.10335500000000002 -0.13734499999999997 -0.018034999999999999 -0.013805 60.613977009100005 35.782584506850007 35.509685375550013 66.590419433100024 90.407470010750018 92.313586825200005 90.767723400200012 90.111739616350022 65.611820673600008 38.625745710700009 63.353515844050008 62.55235532115001 -0.08786999999999999 0.096885000000000013
decision_type=2 2 2 2 2 2 2 2 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 -9 10 11 12 13 17 -13 -16 -17 18 -1 20 24 23 -22 -21 25 -11 27 -27 -28 -25
right_child=1 2 3 -5 -6 6 7 8 -10 19 -12 14 -14 -15 15 16 -18 -19 -20 21 22 -23 -24 29 -26 26 28 -29 -30 -31
leaf_value=-0.10058476158059185 -0.1046727469518529 0.10385530933917138 0.04248365633952577 -0.1042392337776214 0.025117005016258978 0.035135815535580803 -0.077304909455339965 0.037035238451935938 -0.083709089508786513 0.033664402276842025 -0.1030632396579248 -0.10472166085141654 0.058405085301801621 0.0061287207813110253 0.10117596543440853 -0.10294232744187728 0.10058696432325168 -0.10073913295424486 0.10114522806233786 0.029987316092546141 0.089709329986484926 0.0011167673401148521 0.015480225886555427 -0.087102246811117903 -0.027121839837430391 0.0011696828542071146 0.0030902623056115294 0.049648963728241458 -0.094325521837080553 -0.017847356525722884
leaf_weight=0.024780867702247966 0.14036108410630277 0.10808910429477692 0.13148597654071636 0.16924096194145377 1.1246444251032688 0.31458373961322539 0.46619568017320034 0.23633226120318795 0.15685553897765203 3.3431941042945175 0.20512100804444333 0.17445772368228063 0.37376897595822822 1.2085949198808519 0.067811304703354836 0.19788664343923223 0.035086497664451599 0.12591765571778524 0.033851753920316696 0.405330127250635 0.89246041770093087 35.9603161082863 1.1270846445113418 0.85333856722354517 2.1810472896322599 49.008552726212656 0.66875201230868697 1.6711118719540525 0.6617382604163129 0.53882391274964903
leaf_count=59 14 1 12 228 46 27 327 26 27 76 171 13 20 23 2 136 2 94 1 25 31 1734 21 65 37 723 16 32 28 17
internal_value=0.0014684 -0.0282639 -0.00203005 -0.040088 0.0016284 0.00136667 -0.0250123 -0.04703 -0.0111336 0.0016771 -0.0130378 -0.0048019 0.00989504 -0.0031198 -0.059444 -0.0331825 -0.0722902 -0.0636871 0.0158848 0.00204716 0.00387621 -0.000837713 0.0482829 -0.0399387 0.00231746 0.00347744 0.00153703 0.00276824 -0.0453609 -0.0602978
internal_weight=102.607 0.549177 0.408816 0.300727 102.058 100.933 1.17397 0.859383 0.393188 99.759 2.44728 2.24216 1.76691 1.39315 0.475242 0.300784 0.232973 0.18455 0.0586326 97.3118 59.5539 37.7578 2.01955 1.79749 57.5344 55.3533 52.0102 50.6797 1.33049 1.39216
internal_count=4034 255 241 240 3779 3733 407 380 53 3326 521 350 197 177 153 140 138 154 60 2805 964 1841 52 107 912 875 799 755 44 82
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 4 0 4 0 2 2 1 0 1 4 4 3 3 0 4 4 0 3 4 3 0 0 2 3 4
split_gain=0.196831 0.674224 0.336395 0.319542 0.715747 0.615155 0.482427 0.389724 0.7692 0.686887 0.604571 0.447602 0.342858 0.398806 0.30151 0.285062 0.376647 0.280187 0.262376 0.256141 0.23237 0.371092 0.234597 0.476749 0.230348 0.229881 0.31703 0.446006 0.22226 0.563418
threshold=66.590419433100024 66.351146659450009 65.687097501250022 96.163458868000006 71.096275259700022 43.631818398850008 95.469836670350006 41.385032804600009 94.625660817400004 -0.11347 0.022350000000000005 70.171445662850019 93.399723909900004 69.873026810350026 38.625745710700009 34.41230404325001 0.11531000000000002 0.10065000000000003 97.752337623100019 38.748048509250005 42.558389508100007 96.741477366050006 0.075810000000000016 40.00488309970001 -0.085699999999999998 97.878695155250014 99.744485097750015 -0.14259499999999997 0.085335000000000022 37.903039192800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 24 -7 8 11 -9 -11 12 28 -14 -13 16 -5 20 -19 -15 22 -22 23 -17 -6 -24 27 -27 -2 -30
right_child=3 -3 -4 15 5 6 -8 9 -10 10 -12 14 13 19 -16 17 -18 18 -20 -21 21 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.00021582155543644003 0.00023622000447981787 0.0013296777235938348 -0.00078254672613533346 -0.0020974614085343302 -0.00014693830213038928 -0.0019821190666290856 0.0015050072677160668 0.00048669375998609132 0.0014694972046702648 -0.0021345222072397183 0.00065776469558843529 -0.0022363234381500932 0.0012772641079732724 -0.00063627988682577049 -2.8942129931462797e-05 0.00016027459515189553 0.0015393073915632258 -0.0014711814244067411 -5.9603139328828021e-05 0.00055406477040678757 -0.0022843888472486159 2.4158801701490474e-05 0.00061710711038668556 -0.002219194592944286 -0.0020620777522422757 0.00037562597340708853 0.00037578705830047706 -0.0018134592963381113 0.00058452940490366059 -0.0016440551211617427
leaf_weight=72.322835363028389 1.4015125744044765 2.0808969344943753 1.321264016907661 0.43395115890899916 0.28864382149185996 0.22206977902169445 0.48709453176707029 1.2270456351106989 1.5547567233443249 1.2293429049896065 0.3935548548324731 0.55128684252849769 1.5750388838350771 1.2102834545075896 0.41851651971228421 2.3226265288567549 0.14643229204011732 0.57653582538477977 4.1533447921583502 1.632470855489373 0.28705444073420849 3.9724649485663122 11.676459072739819 0.37616551575047186 1.4770784526481284 0.76229497176245786 5.8639863071964555 0.67439762968569883 0.70271065458655346 1.1497595395630922
leaf_count=1612 25 30 28 150 16 183 12 60 19 69 17 23 24 15 25 97 13 22 170 35 15 520 83 72 144 22 450 25 13 45
internal_value=0.000167241 0.00022901 0.00019791 6.72238e-05 -0.000162739 -0.00112949 0.000413038 2.06536e-05 0.000199822 -0.000620362 -0.00145739 -2.86128e-05 0.000130049 0.000485798 -0.00128373 0.000181457 -0.00117989 0.000207222 -0.000231664 4.72836e-05 0.000287262 -0.000131417 0.000369537 -0.000171383 -0.00174901 0.000446463 0.000173539 -0.000651952 -0.000352936 -0.00079867
internal_weight=122.492 75.725 73.6441 46.7669 15.5212 2.47489 0.709164 13.0463 10.1963 2.84994 1.6229 8.64158 7.67178 4.41779 0.969803 31.2457 0.580383 30.6653 4.72988 2.84275 25.9354 4.25952 21.6759 2.69879 1.76572 18.9771 7.30068 1.43669 3.25398 1.85247
internal_count=4034 1670 1640 2364 725 355 195 370 224 146 86 205 157 74 48 1639 163 1476 192 50 1284 535 749 169 160 580 497 47 83 58
is_linear=0
shrinkage=0.00196078


Tree=947
num_leaves=31
num_cat=0
split_feature=0 4 4 1 1 0 1 4 0 4 0 2 2 1 0 1 3 4 4 3 4 2 3 2 3 2 0 3 3 3
split_gain=0.14908 0.21492 0.253184 0.103425 0.461283 0.23315 0.593251 0.605582 0.451124 0.281973 0.752389 0.661033 0.717095 0.437815 0.303673 0.331954 0.280451 0.272712 0.258046 0.222873 0.313974 0.252853 0.200352 0.202089 0.398878 0.221899 0.343037 0.299873 0.261136 0.360243
threshold=103.33357670195001 40.80591513400001 40.890797847750008 66.590419433100024 66.351146659450009 96.163458868000006 71.096275259700022 43.631818398850008 95.469836670350006 41.385032804600009 94.625660817400004 -0.11347 0.04932000000000001 70.171445662850019 93.399723909900004 69.873026810350026 -0.085699999999999998 38.625745710700009 38.748048509250005 0.082745000000000027 37.903039192800001 -0.095204999999999998 0.10065000000000003 0.22598000000000004 0.097015000000000032 -0.078504999999999991 96.851704149400021 0.075810000000000016 0.083950000000000011 -0.067029999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 9 16 -9 10 13 -11 -13 14 19 -16 -8 -15 -17 -5 -21 -22 23 25 -25 26 -7 -27 29 -28
right_child=1 2 -4 5 -6 22 7 8 -10 11 -12 12 -14 17 15 18 -18 -19 -20 20 21 -23 -24 24 -26 27 28 -29 -30 -31
leaf_value=0.00016986327340473364 -0.0019871308619161141 0.0019943873895449694 -0.00089578361461582323 0.00047741034158027996 0.0011683945170553973 -0.0015170264753143479 9.9700352580456853e-05 -0.0019807406709061244 0.0015941461051400716 0.00058785626059613841 0.0015238207845939941 -0.0021174350418961593 0.0011391548980918267 -0.0022097930032642489 0.0012522945916623287 -0.00065701005746799746 -0.0020558728002465494 -2.3803852972914023e-05 0.00061080786285281437 0.00034505667941411036 -0.00023105871995866234 -0.001948174668886335 -0.00018637174866016753 -0.0020876414463525932 0.00041191566883363919 -0.00022908482618555056 0.0009381337875135424 0.0005353627340968927 0.000236276922196072 -0.002032520427205798
leaf_weight=72.451105212267066 0.30684455165015734 0.17608439079776872 0.34456872632233626 0.90895385004114215 1.8234733529388893 0.51985978567973479 0.28012086992384877 0.19201898177834653 0.46285196847748011 1.1626394190134308 1.409331204369664 1.1552997366306943 0.33544268463447213 0.53503026341786597 1.4184378301724794 1.0817514751106503 1.3523787684825939 0.37195412395521998 1.43734217248857 0.73818944580853019 0.55955329886637284 0.80265928771405337 4.9830452600290291 0.41601976536912733 0.59868666157126427 2.3216061319908485 0.2382339475370876 13.134362816432256 7.3000645153442747 0.45996992981963059
leaf_count=1640 433 11 489 21 30 18 16 183 12 60 19 75 11 23 24 15 144 25 35 15 8 39 143 48 5 50 41 139 142 120
internal_value=0.0001439 -0.000685463 8.16695e-05 0.000149694 0.000194378 7.45662e-05 -0.000132356 -0.001047 0.00054593 4.32081e-05 0.000204635 -0.00052035 -0.00138465 -3.20847e-05 0.000135193 0.000493589 -0.001686 -0.00131332 6.63803e-05 -0.000333742 -0.00068477 -0.00124284 0.000172629 0.000244218 -0.000612878 0.000280494 2.63899e-05 0.000420537 0.000126707 -0.0010189
internal_weight=119.278 0.827498 0.520653 118.45 74.2746 44.1758 14.204 2.28737 0.654871 11.9166 9.2632 2.65338 1.49074 7.85387 6.94689 3.93753 1.6325 0.906984 2.51909 3.00936 2.1004 1.36221 29.9718 24.9888 1.01471 23.9741 8.51813 15.456 7.99827 0.698204
internal_count=4034 933 500 3101 1670 1431 725 355 195 370 224 146 86 205 157 74 160 48 50 83 62 47 706 563 53 510 321 189 303 161
is_linear=0
shrinkage=0.00196078


Tree=948
num_leaves=31
num_cat=0
split_feature=4 0 2 3 3 3 4 1 1 0 0 2 4 3 2 4 4 2 2 0 0 4 0 4 4 3 1 2 2 1
split_gain=0.0456809 0.133587 0.273697 0.470732 0.30906 0.313416 0.352781 0.179239 0.651444 0.206672 0.257693 0.146782 0.207004 0.139189 0.486433 0.138355 0.120603 0.162828 0.181386 0.167745 0.232185 0.263926 0.209486 0.126457 0.235003 0.268679 0.289082 0.207128 0.118917 0.118211
threshold=42.141702038450013 86.329079026800017 -0.102645 0.087555000000000022 0.088555000000000023 0.096515000000000031 42.686561923500008 62.132955852800002 62.165217350350012 86.479632682150012 87.350693116400024 -0.14138499999999998 43.426640904350009 0.087555000000000022 -0.078649999999999984 43.631818398850008 42.283941020600004 -0.11347 -0.098419999999999994 94.300357383600002 97.39208423365001 48.96897326980001 100.15850764985002 42.488347682450005 43.272784938550004 0.09450500000000002 72.378669787950017 -0.083064999999999986 -0.028049999999999999 68.20618276945001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -4 -5 -6 -7 13 -9 -10 -11 12 -2 14 -3 -14 -12 19 -19 29 21 -21 -22 -20 25 26 -25 -26 -29 -18
right_child=1 7 3 4 5 6 -8 8 9 10 16 -13 15 -15 -16 -17 17 18 23 20 22 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=0.0028013759719517448 -0.1036686416383585 0.0090044157760774575 -0.096019061366363428 0.035566833512389408 -0.10470093783389214 -0.10226019282086418 0.036309303912762513 -0.16890455298038265 0.092575214483743645 -0.079886227644898194 -0.06212809008399265 0.053463681913044674 0.091290322439545518 0.00074166735526069185 0.10285692817528665 -0.0027683141623719267 0.025374180682844145 -0.078204412124295575 0.017485860928580135 -0.10699749097648033 0.084592997589047134 0.065177081564825282 -0.055580998062450905 -0.088388986748487108 0.052663142209539174 0.0074470428980475765 -0.018390185284890396 -0.040728365213972363 0.0071017756899962288 0.090887093829953469
leaf_weight=76.777758299450184 0.18854194533742008 2.3423241861164574 0.9073280568827643 0.87952998850960318 0.48790886731148908 0.26119096059119329 0.61947073329793056 0.2366640567779531 0.22921650856733222 0.42433246225118537 0.31245286672492412 0.57412305159959931 0.17381989274508658 2.965105602517724 0.72261221706867473 1.5591362858704085 0.6725029822555364 0.32082168540637113 2.559622993150696 0.31343402060883807 0.34748696129099699 0.12435510683280881 0.1538058088540879 0.96190553845371907 0.85741054450408949 1.5633005882777977 1.5258846971228193 0.65375716231664993 2.5369400475542569 0.46647171446784341
leaf_count=2344 24 31 185 11 50 29 35 3 2 6 34 19 14 31 54 162 42 39 52 100 36 16 266 31 36 25 51 95 154 57
internal_value=0.00157557 -0.00205238 -0.0156501 -0.0352219 -0.0106843 -0.0404081 -0.00478832 0.00173469 -0.00437706 -0.00160049 -0.00316537 0.00909623 -0.00416029 0.0161883 0.0311318 0.00666601 -0.000730455 0.000738706 -0.00411939 0.026407 -0.00488271 -0.0580909 0.041585 -0.00188949 -0.00801276 -0.0250405 -0.0454553 0.00902749 -0.00269837 0.0522053
internal_weight=102.719 25.9415 5.65105 3.15543 2.2481 1.36857 0.880662 20.2904 14.2604 14.0237 13.7945 2.49562 1.9215 6.03004 3.06494 1.73296 13.3702 13.0577 10.9796 2.07806 0.939082 0.437789 0.501293 10.6588 8.0992 4.05109 2.48779 4.04811 3.1907 1.13897
internal_count=4034 1690 529 310 125 114 64 1161 1045 1042 1040 219 200 116 85 176 1034 1000 483 517 418 116 302 444 392 107 82 285 249 99
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 3 1 2 2 0 3 3 4 4 3 2 4 3 2 3 2 1 1 0 3 1 4 1 4 4
split_gain=0.142593 0.560019 0.234453 0.625374 0.691832 0.540719 0.760755 0.414945 0.759367 0.366305 0.317561 0.300087 0.513779 0.286298 0.325595 0.272405 0.264861 0.238437 0.227411 0.209212 0.20248 0.171791 0.781941 0.493394 0.618308 0.342969 0.264544 0.240291 0.215145 0.599239
threshold=42.779078631750004 42.824128352900011 62.041548276350007 86.20003303655001 82.602876058000007 0.083745000000000028 62.181348099150007 -0.11347 -0.092479999999999993 86.382848189450016 0.087475000000000011 0.082535000000000011 43.084235337800003 43.157831852650006 0.087245000000000031 -0.59502499999999992 48.96897326980001 0.084565000000000015 -0.23369999999999999 0.08895500000000002 -0.23783499999999999 63.705703859100005 62.391047833300007 87.278104746850019 0.086230000000000015 64.407391431150018 42.622319549950006 65.29995953045001 42.67709657435001 41.975471476700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 -2 3 4 16 11 9 10 -9 -7 -8 12 -4 -10 17 -12 18 -15 -3 -16 -14 22 28 24 -23 -25 27 -27 29 -1
right_child=1 2 5 -5 -6 6 7 8 13 -11 15 -13 20 14 19 -17 -18 -19 -20 -21 -22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00021954391422268263 -0.002180504913977217 0.0013864291768204632 -0.0025153311384117543 0.00079165434694786316 -0.0020552242894206277 -0.00067131848612618917 0.0016827019429642134 -0.0021740849693925521 -0.0011176316937269619 -0.0027230605420975377 0.0010369943780778135 0.0013603095932819618 -0.0019828958668835009 0.00063130926914097311 0.0017193628051750847 -0.00092301055750448088 -0.0005776744715917623 -0.0023184779425051102 -0.00034725947974663396 0.00022738403775121545 0.00039583740840626639 0.0008546933996317164 0.0011335033868497082 0.0016697747918070355 -0.0022805380707867709 -0.00098213870657496804 -0.0012103942956892364 0.00012362197678881216 0.00075575590060895307 -0.00051479883422547138
leaf_weight=42.881972549154852 0.45081469352590176 0.80044896308390923 0.2643992665980458 4.2715941369533539 0.71746721224917553 0.60582003823947139 0.67132710132409457 0.84370479250901498 0.79289166345370343 0.74712631851434708 0.50129421354722581 0.93249114872469352 0.14279622848335183 0.16419922529712527 0.46756016870767814 0.59763898399978621 1.0499226623214779 0.29397778949396525 0.45694932006699973 1.5906332682343416 3.7652460528452107 0.3636597521835927 3.5006533437699536 0.53356093354523082 0.72193399100797251 0.76820358959957857 0.59491293980681703 45.94318797600107 2.3368168197339392 4.7450530329915628
leaf_count=693 15 65 13 30 71 26 67 55 31 18 13 23 89 16 63 31 33 40 84 54 483 32 67 18 40 19 31 1592 76 146
internal_value=0.000131159 -1.97111e-05 2.97931e-05 0.000308597 -0.000373575 -0.000134511 -0.000477736 -0.000174723 -0.000513555 -0.00180433 0.000620166 0.000354696 0.000129954 -9.01987e-05 0.000233539 -2.89261e-05 0.000149339 -0.00126135 0.000756392 0.000566317 0.000308921 0.000160818 0.000237649 7.68592e-05 -0.00123028 0.000106521 8.88893e-05 0.000105437 0.000174882 0.000146382
internal_weight=122.518 20.1283 19.6775 7.29638 3.02479 12.3811 7.27617 5.92323 4.15297 1.35295 1.77026 5.10493 4.17244 3.30926 2.51637 1.09893 2.30732 0.458177 1.2574 2.05819 3.90804 102.39 53.4645 48.9255 1.08559 47.8399 47.3063 46.7114 49.9638 47.627
internal_count=4034 1320 1305 283 253 1022 414 370 259 44 111 608 585 204 173 44 182 56 149 117 572 2714 982 1732 72 1660 1642 1611 915 839
is_linear=0
shrinkage=0.00196078


Tree=950
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 0 3 4 3 3 0 0 4 1 0 0 0 3 4 4 4 0 3 0 0 4 3 3
split_gain=0.0435164 0.38822 0.209365 0.184906 0.421785 0.170691 0.114862 0.254984 0.127509 0.519883 0.341411 0.296421 0.248765 0.220476 0.194606 0.191565 0.393056 0.180861 0.253516 0.615448 0.44356 0.253055 0.438194 0.330875 0.17007 0.27387 0.155933 0.152967 0.140043 0.133216
threshold=66.590419433100024 66.351146659450009 92.313586825200005 90.767723400200012 67.300172379550006 65.687097501250022 67.649671936450019 92.501778894350011 0.075810000000000016 40.00488309970001 0.078905000000000017 -0.067029999999999992 93.805681087600007 93.399723909900004 40.664404858950007 69.873026810350026 93.692765846100016 93.953546284800012 95.620390325650007 0.090390000000000012 36.010074051050005 40.340071172300007 41.385032804600009 94.773526014550015 0.10040500000000002 98.674478761850011 99.470262368500016 38.903925214650009 0.10828500000000003 -0.075324999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -8 9 11 14 12 -9 -12 -10 -15 -17 -18 19 20 -19 23 -23 -21 -20 28 -27 29 -26 -14
right_child=2 -3 6 -5 -6 -7 7 8 10 -11 13 -13 27 15 -16 16 17 18 24 21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0025646731854561482 0.056162339038998366 0.052330873473274336 -0.058627833597937717 -0.061340523821319187 -0.084877357309721013 -0.039139073497767296 0.089047092132337261 0.085655765048478008 0.1001441405300646 -0.10920551738318716 -0.056173873398703472 -0.090012687213774922 -0.055085674788705852 0.032241257180898319 0.022345824191460417 -0.10717069181352892 0.038371128332719398 0.005828519758236529 0.0064994527036469785 -0.086725529109615951 -0.10563069400912412 0.094820172811620362 -0.040079690473552941 0.032746911727339519 -0.10895916897759771 0.058915908440531177 -0.011657869920953327 0.033912722529902406 -0.021043372890464776 0.002318536153479692
leaf_weight=61.003749203116058 0.53782255703117599 1.5645904759876419 0.3248615653719743 1.0573454975819911 0.35003717227300513 0.9974827665137117 0.3267012154974499 0.36433068290352899 0.50816725229549209 0.5274015516187659 0.67972068497329274 0.34222198932457049 0.65200302077468641 1.8903588789980883 0.87541474627903426 0.34211919014342385 1.2171353772282625 0.52087158517679499 19.659537555753108 0.45499899211426953 1.1351728717395415 0.66465577366761841 0.37758536706678569 0.47256537323482917 0.42245715534227146 0.35486480494728345 2.6587059443120324 0.78015691351902194 0.31725240172818303 1.0639639556920877
leaf_count=1612 13 30 12 81 62 28 9 9 32 224 20 29 114 32 205 18 33 3 916 29 186 19 37 23 24 17 159 26 25 7
internal_value=0.00152333 0.00313518 -0.00111203 -0.033088 0.000557681 0.00189374 0.000572088 0.00109743 0.000305476 -0.0172073 0.00231226 -0.00205742 0.00846547 0.000154509 0.0509199 0.00141032 -0.000627642 0.000662374 -0.00103507 -0.0256406 -0.0705737 0.0121354 0.0459484 -0.025858 0.00277549 -0.0167305 -0.00334741 -0.00280112 -0.0712532 -0.0194929
internal_weight=102.444 63.5658 38.8784 1.94521 0.88786 62.0012 36.9332 36.6084 36.2817 3.73008 32.5516 3.20268 2.86045 31.168 1.38358 30.4883 28.5979 28.2558 27.0387 3.62585 1.65604 1.96981 1.04224 0.927564 23.4128 3.75328 3.01357 2.49612 0.73971 1.71597
internal_count=4034 1670 2364 156 75 1640 2208 2196 2187 409 1778 185 156 1541 237 1521 1489 1471 1438 297 189 108 56 52 1141 225 176 147 49 121
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=0 1 3 1 3 3 0 0 3 3 0 3 4 1 0 2 2 3 0 4 1 1 3 3 3 3 3 0 1 4
split_gain=0.0456948 0.132115 0.365976 0.130461 0.284748 0.187041 0.188402 0.382859 0.200684 0.170279 0.253131 0.250769 0.180536 0.167456 0.156544 0.105378 0.124425 0.278787 0.118774 0.154381 0.103198 0.236467 0.0861168 0.774548 0.413588 0.235572 0.39495 0.280732 0.176614 0.152787
threshold=98.142164052000012 76.279622535200005 0.082535000000000011 80.468240302450013 0.083950000000000011 0.10608500000000003 99.642323688800005 100.27142289135001 0.078105000000000022 0.089850000000000027 101.55650587770002 0.10828500000000003 40.844669808050007 77.543197856500015 101.10215645365001 0.20949500000000004 0.13747000000000004 0.099855000000000027 93.953546284800012 39.861052345600008 75.634392583900009 75.408562100950022 0.09013000000000003 0.089415000000000022 0.09091500000000001 0.089305000000000023 0.088350000000000026 87.278104746850019 62.240494178000013 41.942745071500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 4 -2 6 -5 -8 -9 10 -6 12 -11 -14 -10 16 20 -18 19 -17 21 22 23 25 -24 26 -1 -28 -25 -26
right_child=3 2 -4 5 9 -7 7 8 14 11 -12 -13 13 -15 -16 18 17 -19 -20 -21 -22 -23 24 28 29 -27 27 -29 -30 -31
leaf_value=0.0017224235648967516 -0.10221866770551165 -0.10356774605583896 0.060233742522236879 -0.11907488202530328 -0.015191879434371641 -0.08570198115171912 0.090552513165092538 0.080969153017054069 -0.077813353105077046 -0.10592829853461623 0.063840809215617897 0.0074636107946552989 -0.078194454123066859 0.002726401653539887 0.0019373220524051705 0.062294498660635536 -0.078914404584469411 0.0017461584126690589 -0.012628155153907509 -0.010686842405348748 -0.032097170526701642 0.043617705446221712 0.051081761742855336 -0.12589829935862662 0.0056339002173384049 0.046505323063109227 -0.062462496695850828 0.0044316080425707664 -0.039046757047091235 -0.01044772584241288
leaf_weight=39.060009757255102 0.36208152030394369 0.15949016804006422 0.94218906281457748 0.11282331336042251 1.0738630288542479 0.21740580977404977 0.55067745906080734 0.30668443675357071 0.26085977966431517 0.45050995148994877 0.65089561907006999 1.2645625562727216 0.43244483799207933 0.62579942733282223 4.3592184082657468 0.97315523301949614 0.62431782443309103 1.3661676715128122 0.60238775504967623 0.4127968741231598 0.8921466626234168 1.349531185813247 1.8404226826896763 0.56889269500970741 30.748005053512315 1.0783650642260898 1.7045574744697654 0.99273322100634676 0.39789822000602726 7.3128997773455913
leaf_count=1434 154 75 49 7 26 54 11 309 14 49 35 70 25 34 644 42 48 27 14 41 18 20 28 36 478 12 29 32 14 205
internal_value=0.00137505 0.00210072 0.0365202 -0.00481695 -0.0169056 0.00529946 0.00883851 0.0114733 0.00263435 -0.0100382 0.0146338 -0.0253819 -0.0529114 -0.0303414 -0.00256558 0.00167904 0.00116429 -0.0235531 0.0244444 0.0405575 0.00173674 0.00209163 0.00142212 -0.00163925 0.0047828 0.000358488 -0.000833235 -0.0378422 -0.0901532 0.00254403
internal_weight=101.694 91.026 1.10168 10.6678 4.86016 5.80767 5.59026 5.47744 4.92676 4.49808 1.72476 2.77332 1.50875 1.05824 4.62008 89.9243 87.9359 1.99049 1.98834 1.38595 85.9455 85.0533 83.7038 43.8025 39.9013 42.8357 41.7573 2.69729 0.966791 38.0609
internal_count=4034 2602 124 1432 393 1039 985 978 967 239 61 178 108 59 658 2478 2381 75 97 83 2306 2288 2268 1557 711 1507 1495 61 50 683
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 3 0 1 2 4 1 2 4 0 1 2 2 3 3 4 3 4 3 2 0 3 2 3 1 1
split_gain=0.0413288 0.149962 0.122177 0.0898122 0.044718 0.132308 0.049802 0.112265 0.21429 0.112409 0.101539 0.153641 0.288243 0.269027 0.234239 0.132562 0.136419 0.292906 0.400476 0.120624 0.117344 0.102165 0.0968072 0.087434 0.107023 0.119273 0.102684 0.24079 0.083424 0.198532
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 103.48144189910001 102.31465107045001 0.092650000000000024 98.142164052000012 76.279622535200005 -0.10423499999999999 40.241071441700008 80.468240302450013 -0.084275000000000003 41.092444989200011 101.10215645365001 74.058956119450016 -0.030380000000000001 -0.041369999999999997 0.096885000000000013 0.087475000000000011 40.844669808050007 0.095170000000000018 36.010074051050005 0.085235000000000019 0.20949500000000004 89.953120586650016 0.075350000000000014 0.13747000000000004 0.099855000000000027 75.634392583900009 75.408562100950022
decision_type=2 2 2 2 2 2 2 2 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 6 -6 7 23 9 -9 11 19 13 14 -13 16 17 18 -12 21 -21 -8 -10 26 -25 -26 28 -28 29 -1
right_child=1 -3 -4 -5 5 -7 10 8 22 -11 15 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0012822372622380528 0.002715523628767872 -0.10233281162387071 0.080235591118711647 -0.073597563174882238 0.062772733492744634 -0.0060142326883411519 -0.0012631011991118969 0.033571096247442173 0.0060816421292622736 -0.11041742400105586 -0.076374197564816337 0.048059911140464928 -0.10423801472539272 0.050626344186250109 -0.10442949718863814 -0.0063011784889981702 0.093906904018672563 -0.081340553244996172 0.10025802819344386 -0.0037061754026981916 0.05562962120880649 -0.065616906811708481 0.080325737893927052 0.058676849205468999 0.051165493774418015 -0.012382391677364008 -0.074622580773692354 0.0015727938576262524 -0.028815630821680555 0.040523696874016732
leaf_weight=83.487535523152474 0.57218229315458191 0.17700174590424922 0.15155372380286281 0.21112185707275444 0.45881176015245617 0.71598215035919566 0.54000787362019798 0.091001863620476797 0.25222611704521003 0.13413328838214511 0.18004353388096184 0.14227614551782408 0.51047599591402104 0.40174200612818822 0.34500999397278065 3.0232834721246036 0.28289775335679224 0.23500276741106063 0.44717746833339334 1.1407554024190174 0.4708676230511627 0.45416986994678155 0.57827282732250751 0.57504510629405459 0.4281715480610726 0.95213674386241109 0.59573665731659176 1.3651369605213401 0.894255099039582 1.3094816517550487
leaf_count=2268 20 217 20 703 37 10 13 9 43 46 69 5 56 16 54 58 7 13 10 55 19 50 26 39 12 46 48 27 18 20
internal_value=0.00124192 -0.0179315 -0.0019514 -0.0178529 0.00145507 0.0208503 0.00122454 0.00189854 0.0343192 -0.0522158 -0.00625147 -0.0176218 -0.0443469 -0.00995774 -0.0599062 0.00467397 0.0336499 0.0138795 0.0495558 -0.00326846 0.01363 -0.0306618 0.0577775 0.0015166 0.0224306 0.00733016 0.00105005 -0.0215763 0.00156781 0.00188823
internal_weight=101.123 1.11186 0.934858 0.783304 100.012 1.17479 98.8368 90.6631 1.05563 0.225135 8.17371 4.0053 1.3995 0.889028 0.487286 4.1684 1.14512 0.862224 0.627221 2.6058 1.61162 0.994178 0.830499 89.6075 1.95535 1.38031 87.6521 1.96087 85.6913 84.797
internal_count=4034 960 743 723 3074 47 3027 2602 124 55 425 268 131 75 59 157 99 92 79 137 74 63 69 2478 97 58 2381 75 2306 2288
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 3 0 3 1 2 3 2 1 0 0 0 0 4 0 0 2 3 3 2 4 2 1 0 3 2
split_gain=0.132709 0.585544 0.489827 0.482219 0.607678 0.345147 0.312812 0.216732 0.334305 0.18633 0.431464 0.360727 0.860387 0.464684 0.259912 0.335514 0.488962 0.270429 0.451864 0.344541 0.231728 0.22557 0.220905 0.186356 0.516613 0.254918 0.727415 0.445717 0.321162 0.170354
threshold=67.074341896550024 90.297243227400017 91.937202686950016 90.633300493650012 67.649671936450019 0.088435000000000027 89.813320763900023 0.12535000000000004 68.910558799650019 -0.059424999999999999 0.083495000000000028 -0.091919999999999988 70.776348742200014 93.953546284800012 94.114853772600014 94.300357383600002 94.773526014550015 43.680097826700013 97.39208423365001 96.741477366050006 -0.088224999999999984 0.088655000000000025 0.087555000000000022 -0.075639999999999999 39.749124837650008 -0.079634999999999997 75.499969677400017 99.994511703900017 0.086355000000000029 -0.016334999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -3 -1 9 -9 10 -4 13 -13 -12 -15 -16 -17 19 -19 -18 -14 22 -21 25 -25 26 -22 -28 -29 -11
right_child=2 5 7 -5 -6 -7 -8 8 -10 29 11 12 20 14 15 16 17 18 -20 21 23 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.00016438335323891928 0.0020180077945862775 0.0015552373184853996 -0.00090376933352219837 -0.0018556853676160857 -0.0021113367951541098 0.00038615367048008435 -0.00063178937419774159 0.00021494330940485424 -0.0020840994204153322 0.00048452054490818954 0.0012685486696419215 -0.0017208458557822792 -0.0009611056176252711 -0.0012154964953842006 0.0019592506413803603 -0.0020873293004499346 0.0014537520381598125 -0.0021953348961827909 0.00085130188350077585 0.0001252300084820865 -0.0022385066766986224 -0.00014816971427777863 0.0012186178312784894 0.00054222262987320175 -0.0021039259547419894 0.00092802214999485001 0.0018571993566081117 0.0012558453900324404 -0.0021892166692749548 0.00011150711565438165
leaf_weight=68.209166869994078 0.34975634515285381 1.7918848733679618 1.9477467415251819 0.99382747265917715 0.22526123152783839 2.1190732927061617 1.9515496194362629 0.53855187445878883 0.44335483450913671 7.1093384472023926 1.5797794933896536 1.3051427419995878 0.74280948341538433 0.52862540818750758 0.39800089620984991 0.37001091660931607 0.91934473253786375 0.43838855542708177 0.32660742060352277 1.7075591625748532 0.44886073120869663 3.7087437138955011 1.2165726030943913 0.7647781893156218 0.45089965784154629 1.911643175946665 0.59311262704431988 0.17724920503314934 0.25188001027891005 13.931514389994161
leaf_count=1578 5 56 700 56 56 32 33 2 67 169 23 59 20 9 7 40 24 35 24 62 31 212 13 19 36 23 8 12 60 563
internal_value=0.000132959 0.000183398 4.68323e-05 -0.0010288 0.000400351 0.000921793 0.000142237 8.71928e-05 -0.000823131 0.000109086 -2.75054e-05 6.81639e-05 -0.000293675 0.000283011 0.000121064 0.000198832 0.000118179 0.000216296 -0.000894604 0.000328824 5.5058e-05 0.000172904 0.000580129 0.000219205 -0.000439244 0.000455835 -0.000157754 0.000755894 -0.000766255 0.000237542
internal_weight=117.451 74.0717 43.3794 1.56885 0.575018 3.91096 70.1607 41.8105 0.981907 40.8286 19.7878 17.84 6.64638 11.1936 9.61385 9.08523 8.68723 8.31722 0.764996 7.55222 5.34123 6.63288 2.92413 4.59842 1.21568 3.38275 1.4711 1.02224 0.429129 21.0409
internal_count=4034 1699 2335 117 61 88 1611 2218 69 2149 1417 717 268 449 426 417 410 370 59 311 209 287 75 189 55 134 111 80 72 732
is_linear=0
shrinkage=0.00196078


Tree=954
num_leaves=31
num_cat=0
split_feature=2 2 4 4 1 1 2 0 0 4 2 2 4 4 0 0 0 1 1 1 3 1 4 0 3 1 0 4 4 1
split_gain=0.155681 0.359875 0.82839 1.36226 0.293578 0.328162 0.292368 0.646236 1.28178 0.630518 0.57488 0.480688 1.037 0.667559 0.734174 0.368437 0.344416 0.343494 0.312251 0.659649 0.293665 0.844146 0.336282 0.302315 0.287447 0.362086 0.30833 0.312749 0.453789 0.375467
threshold=-0.06828999999999999 -0.055334999999999995 40.241071441700008 39.749124837650008 60.613977009100005 61.853356207250009 -0.077085000000000001 86.054856297550018 96.163458868000006 41.319407281650008 -0.079634999999999997 -0.085584999999999994 41.806790701050012 40.890797847750008 91.937202686950016 89.493394246350007 94.75470680765001 62.095317438950012 62.046925192600007 62.165217350350012 0.083365000000000022 67.300172379550006 37.627645350900004 85.705356740550016 0.086030000000000009 71.658163008950012 85.812895065800021 36.491284729650012 38.244973486750006 65.907551067950024
decision_type=2 2 2 2 2 2 2 2 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 10 -8 9 15 11 20 13 14 -13 -9 17 -12 -14 -20 21 22 -1 -22 25 -25 -26 29 -29 -28
right_child=1 4 -4 -5 5 -7 7 8 -10 -11 16 12 18 -15 -16 -17 -18 -19 19 -21 23 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=-0.0013645166916415549 0.00098605589661404213 -0.0011298171785764013 0.00137153879747438 -0.0023719163026860754 0.001305635134863812 0.00014992288265603377 0.00034911240579538661 0.00017191770848728422 0.00056453889554904492 -0.0023360294782234915 0.00029138570713777793 0.00056440569107466291 0.00046574280499121588 -0.002358009004735134 -0.0022227913740592484 -0.0014788671930631974 -2.061097263775651e-05 0.0019655332126209662 -0.0023108078315160797 0.00018314249723826759 -0.00041597557180478789 -0.0013472467835569835 0.00022139644857052145 0.0010090999052338541 0.00080119287601077688 -7.8748437759028028e-05 0.0020183291946541193 -0.0010661501504138191 0.00013372136104822273 0.00029353980453439358
leaf_weight=0.55000952152295024 1.2462420175961586 0.67243961569147259 2.9580708649737062 0.74044327903538931 0.96626526486943376 42.132524532810294 4.0602042208192852 1.0108569785952575 2.0432287437288323 1.526932695880532 0.71572241932153691 0.99296207772567713 3.719694679020904 1.2958223227979031 0.57303595319444867 1.0700562156271187 0.96817855846529699 1.3790854769758878 0.55612772755557704 1.5283077251906432 2.6223040305740133 1.8437282977527036 7.8621176759625087 3.9145187934627748 2.9585896646603969 1.6817123316955074 0.70828408934176268 1.2750831048670104 24.43117869249636 1.5409263061212639
leaf_count=138 44 168 54 27 21 1134 29 10 43 33 5 11 55 33 51 31 23 73 23 69 195 659 303 51 23 55 12 73 498 90
internal_value=0.000127099 0.000212419 0.000713828 -0.00026547 0.000155776 0.000175834 6.84156e-05 -0.000247619 -0.000676361 -0.00137912 0.000118632 7.49512e-05 -0.000350989 -0.00131695 -0.000455496 -0.000676956 0.000946538 0.00139354 0.000125293 -0.000482244 0.000149689 -0.000145654 0.000117705 0.000227092 0.00027328 0.000682193 0.000199256 0.000135552 7.42053e-05 0.000836682
internal_weight=119.545 48.716 4.94476 1.98669 43.7712 43.0988 70.8287 9.71128 5.65107 3.60785 61.1174 58.0544 8.66595 2.86182 1.566 2.08091 3.06299 2.09481 5.80413 2.08444 49.3885 10.2559 8.41213 39.1326 36.5103 5.59623 30.9141 27.9555 25.7063 2.24921
internal_count=4034 1448 125 71 1323 1155 2586 146 117 74 2440 2339 242 95 62 41 101 78 147 92 2097 1100 441 997 802 106 696 673 571 102
is_linear=0
shrinkage=0.00196078


Tree=955
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 4 0 1 1 0 1 4 4 3 3 2 3 3 0 0 1 3 2 3 4 4 3 2 1 4
split_gain=0.0420392 0.27503 0.245209 0.219931 0.136468 0.109835 0.375506 0.191108 0.160237 0.165705 0.136923 0.141966 0.591425 0.178804 0.456523 0.629596 0.644927 0.227789 0.506065 0.355263 0.259953 0.155936 0.412876 0.27029 0.142408 0.135383 0.266903 0.196835 0.27563 0.268039
threshold=64.665483411650015 89.705782438650019 65.29995953045001 -0.11347 -0.18231499999999998 38.625745710700009 85.812895065800021 63.353515844050008 62.391047833300007 88.098084476650016 62.272755675600003 43.272784938550004 43.487767439550005 0.087795000000000026 0.09013000000000003 -0.093879999999999991 0.08895500000000002 0.085820000000000021 86.692020874450009 87.170566421650008 62.030794443850006 0.09450500000000002 -0.102645 0.085820000000000021 39.861052345600008 41.741384785950011 0.075350000000000014 -0.081354999999999997 61.998532946250002 41.965809985500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 6 -1 8 9 10 11 13 -13 17 15 -15 -17 19 20 25 -19 22 23 -14 -16 26 -7 29 -29 -27
right_child=2 -3 -4 -5 -6 7 -8 -9 -10 -11 -12 12 21 14 24 16 -18 18 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0022101591427436157 -0.073175485167119622 0.060164860649352239 -3.1248254823427594e-05 -0.11090413538760276 0.052270060536168506 0.0048891895451827032 0.0722668062976006 -0.042758942474917148 0.024876720105894715 -0.039902716023214178 0.039156783723307109 -0.15008819228588152 -0.010614968686412795 0.0010812755631530696 0.033977308463135597 -0.11907471201213543 5.3725308589291974e-06 0.030329602488876124 -0.012643047101169076 0.055196356208328003 0.097661170031833264 0.040978102620194856 -0.09130684899504507 0.093819635357927894 0.0010042192251336199 0.021551218143053483 -0.035029364562456498 0.012206964803638391 0.097692244951963325 -0.051907890290610992
leaf_weight=2.2485560357486061 0.15175159575301223 0.83240965800359745 42.810492146655918 0.38175147824404021 0.20236209593713284 4.569873210368316 0.96859034243971098 0.97151754974765836 2.8937228565337128 0.98662585578858752 0.94642221555113692 0.31294294575218318 1.5195632464037778 2.5195812931051478 1.3903874214738632 1.2193154318665644 0.72538517514476542 1.2390014608390627 1.5328311175107954 1.2208596952259529 1.0673656916187608 0.57968871947377909 0.5674481820406071 0.29611619189381588 22.606903311134374 1.2513195015489991 2.644061668892391 1.2739675348711967 0.53580877734930243 0.82367153352060984
leaf_count=220 67 37 2466 39 5 125 33 31 38 18 9 19 118 28 27 37 29 24 10 24 34 16 75 6 281 8 40 62 58 50
internal_value=0.00133089 0.00310005 -0.00101507 -0.0582509 -0.00148827 0.00226539 0.0202127 0.00119006 0.00199991 0.000671384 0.00149099 0.000746714 -0.0193467 0.00222185 -0.00254791 -0.0319114 -0.0746571 0.0106232 0.0318918 0.00399513 0.06149 -0.00553729 -0.016852 0.0064171 0.00291466 -0.00163702 -0.00974182 0.0134134 0.037516 -0.00760851
internal_weight=101.29 57.7439 43.5464 0.735865 0.354114 56.9115 3.21715 53.6944 52.7229 49.8291 48.8425 47.8961 3.27576 44.6203 28.4616 4.46428 1.9447 16.1588 3.8392 12.3196 2.30637 2.96282 2.38313 1.81568 23.9973 11.0987 7.21393 3.88477 1.80978 2.07499
internal_count=4034 1457 2577 111 72 1420 253 1167 1136 1098 1080 1071 234 837 402 94 66 435 68 367 58 215 199 124 308 343 165 178 120 58
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=4 0 2 0 2 1 0 1 4 1 2 4 0 0 1 1 3 2 1 2 0 0 4 0 1 2 2 0 0 4
split_gain=0.127795 0.272043 0.49625 0.529907 0.445561 0.359205 0.315473 0.241687 0.502222 0.406185 0.30163 0.262275 0.799239 0.417489 0.524251 0.399084 0.283998 0.644762 0.283069 0.443313 0.318361 0.485014 0.531042 0.297997 0.532392 0.286945 0.580707 0.273974 0.278603 0.295823
threshold=42.141702038450013 86.20003303655001 -0.097294999999999993 85.764502819450016 -0.083064999999999986 61.977025281250008 67.04476885710001 61.987779113750001 41.646178195200001 62.00390986255001 -0.071864999999999998 40.280372415600006 85.861287312150012 86.420486603250012 62.084563606450011 62.084563606450011 0.11002000000000002 0.10957500000000002 69.999384342500022 -0.12546499999999997 87.48511602295001 89.582113364650013 39.256147742250008 96.163458868000006 71.397382570300024 -0.061874999999999999 -0.10051499999999999 97.39208423365001 97.674372337300014 34.883496062400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -4 6 -6 8 -1 10 -9 12 -11 14 -13 -15 18 -18 19 -14 -21 -22 -23 24 25 26 -20 -25 -29 -30
right_child=1 -3 3 -5 5 -7 -8 9 -10 11 -12 13 16 15 -16 -17 17 -19 23 20 21 22 -24 27 -26 -27 -28 28 29 -31
leaf_value=7.5929909183738764e-05 6.9227986922297988e-05 0.00011731441020335568 -0.0020244381397715627 -0.0020847687959502652 0.0017732609202985282 0.0013451762162005872 -0.0021016907719513304 0.00025661442625621523 -0.00099151220343833687 -0.0024060679019696613 0.0012894311249931315 0.00038268325296131117 -0.00042168169618721284 -0.00072197709527773931 0.0014571250437445298 0.00023328657756549974 -0.0010547806191146547 0.00065423338011192658 0.0002217425112622769 -1.5825181270846571e-05 0.0016881297162047435 0.00017077336085653783 0.0016292121112992971 0.00045394407220082395 -0.0020622414053570164 0.00032931159656441754 -0.0021225472092205383 -0.0021693984265115226 -0.0020708976740494178 4.4902077181114816e-05
leaf_weight=14.700916936196338 4.4307743376139115 24.191613061467478 0.39407678354473308 1.0490133295534176 0.11190384882502546 0.63363550330905127 0.29040350296418183 2.0830864786403254 1.9153893705224607 0.50172468630262557 2.2738482058048239 7.0218104498926532 2.1845103359082705 1.8116411985829497 2.3237498053749732 23.392931781225343 2.3057006897852257 1.3431315573861864 0.96330698532983672 2.7497979458421522 1.689204824157059 4.3876592651940882 1.2286571412114424 5.6308074336266127 0.66969621082535002 2.0451532776933155 0.70252163638360809 0.25388114771340031 0.26802366288984547 4.8777119375879465
leaf_count=421 237 1172 50 62 4 57 108 21 55 48 19 47 39 37 54 530 108 30 16 21 38 76 41 44 63 39 35 10 164 388
internal_value=0.000127237 1.93069e-05 -0.000323823 -0.00102632 -0.000249882 0.000425166 -0.00102385 0.000165677 -4.71159e-05 0.000215682 0.000795633 0.0001776 4.91059e-05 0.000295872 0.00064984 0.000164625 8.84615e-05 -0.000425694 0.00015631 0.000378923 0.000552854 0.000766904 0.00048983 -2.04943e-05 -0.000453152 -0.00016277 -0.000766903 0.000151333 -0.000164234 -6.53027e-05
internal_weight=118.426 31.1014 6.90981 2.47903 1.43002 1.03594 0.402307 87.3249 16.6163 70.7086 4.35693 66.3516 31.8015 34.5501 9.34556 25.2046 31.2998 3.64883 27.6509 12.2398 10.0553 7.30552 5.61632 15.4111 4.38068 3.71098 1.66583 11.0304 5.39962 5.14574
internal_count=4034 1690 518 281 219 169 112 2344 476 1868 40 1828 1160 668 101 567 1112 138 974 215 176 155 117 759 153 90 51 606 562 552
is_linear=0
shrinkage=0.00196078


Tree=957
num_leaves=31
num_cat=0
split_feature=2 4 2 2 3 0 3 2 2 2 3 4 0 3 3 0 3 2 1 2 4 4 0 1 3 3 0 4 4 4
split_gain=0.138858 0.224572 0.598413 0.366196 0.472504 0.508052 0.675508 0.643037 0.717921 0.293994 0.510626 0.658424 0.292083 0.45416 0.214807 0.212044 0.698922 0.492897 0.661866 0.473945 0.284422 0.223247 0.438243 0.316337 0.519774 0.474173 0.462516 0.179375 0.322642 0.327873
threshold=-0.06828999999999999 39.792680591700012 -0.072524999999999992 -0.14429 0.11278000000000003 91.453280223500016 0.090735000000000024 -0.091639999999999985 -0.070909999999999987 -0.24468499999999999 0.084360000000000018 35.419594101850009 85.121961326250016 0.088350000000000026 0.094725000000000018 86.329079026800017 0.10507500000000002 -0.055334999999999995 70.171445662850019 -0.059424999999999999 40.098777110850008 40.890797847750008 86.162394622750014 61.987779113750001 0.10371000000000001 0.07745500000000001 85.925810307250018 40.467253020850002 40.241071441700008 40.040005255000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 27 9 5 12 -7 14 -9 10 -1 -12 -5 -14 -8 16 21 18 -17 -20 -18 -2 23 25 26 -23 -25 28 29 -3
right_child=15 2 -4 4 -6 6 7 8 -10 -11 11 -13 13 -15 -16 17 20 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012195251686056986 0.00042444792819915729 0.00055263606486281327 -0.0013524738508804495 -0.00019420974035606967 -0.0014837178098555614 -0.0016188095137159252 0.0013146964269759823 -0.0021115773192995021 0.0005176614772540595 -0.0020972323273970163 0.0010432973671621929 -0.0017238341808088545 0.0001672305645353196 0.0015300443161828214 5.0287759466641765e-05 0.0016903422690939594 -0.00021592015105807626 0.00021681828828065423 -0.002089741298731651 0.001648597754141376 -0.0021671948214880099 0.0013771553045631867 -0.0022387307672697742 0.00059934018480072341 0.0017838841235120501 -0.0016971235693100223 -0.0017501827589275049 0.00010915242877849002 0.0011584853782801653 -0.00043694452268950185
leaf_weight=0.52148549204628114 4.8620759443583648 3.6719573698501327 1.0339899480786687 1.4821550015767533 0.76057164067378913 1.1923264860276956 1.2327256335195222 0.83956841638519131 0.76136733125895217 0.53501837729891111 0.44830724575422198 1.2591777655443364 1.9231038149446251 1.8393481262028215 0.8891895746087356 1.8733172342181199 0.46022867318242677 33.913383264443382 0.3591858710633461 0.20468830136815064 0.76391533992136829 0.26102902864295252 0.37147746328264464 0.88013946497812889 0.72925091907382 0.73892957755015232 0.5080824657343328 48.111060087523583 1.8020518077537415 1.9820957046940746
leaf_count=77 86 42 28 37 41 109 17 51 5 198 33 103 33 26 33 36 9 978 50 10 45 107 7 47 6 58 9 1688 33 32
internal_value=0.000125798 7.10097e-05 0.000125507 -0.000154401 6.96919e-06 0.000118564 -0.000334364 7.70088e-05 -0.000861173 -0.000791967 -0.000478665 -0.000997312 0.000543041 0.000833469 0.000784845 0.000209646 -4.99501e-05 0.000278027 0.00112974 -0.000732711 -0.00143359 0.000152874 -0.000225586 1.43027e-05 0.000443531 -0.000894614 -0.000260574 0.000153009 0.000435997 0.000205727
internal_weight=116.211 70.2855 56.6012 13.6843 10.9204 10.1598 4.91518 3.72285 1.60094 2.76399 2.22897 1.70749 5.24461 3.76245 2.12192 45.9257 9.57513 36.3506 2.43719 0.563874 1.22414 8.35098 3.48891 3.11743 2.11747 0.999959 1.38822 55.5672 7.4561 5.65405
internal_count=4034 2586 1823 763 352 311 215 106 56 411 213 136 96 59 50 1448 374 1074 96 60 54 320 234 227 62 165 56 1795 107 74
is_linear=0
shrinkage=0.00196078


Tree=958
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 2 0 4 4 0 4 1 0 2 4 0 4 0 1 2 2 2 3 0 1 3 4 2 3 0
split_gain=0.207908 0.337245 0.468619 0.489728 0.273043 0.335761 0.207312 0.20139 0.544861 0.339134 0.35163 0.303014 0.260126 0.444634 0.863059 0.342716 0.250612 0.424536 0.243332 0.187247 0.184743 0.749916 0.403905 0.293944 0.468333 0.358586 0.283023 0.256903 0.345407 0.44177
threshold=64.665483411650015 62.55235532115001 87.278104746850019 -0.08786999999999999 65.29995953045001 -0.11347 103.48144189910001 41.975471476700008 42.094663496250007 86.329079026800017 42.434124620650003 62.154463517850012 86.83719761350001 -0.06828999999999999 43.157831852650006 86.643628628100018 41.806790701050012 87.818484831100008 61.966271448700006 -0.18231499999999998 -0.086139999999999994 -0.076484999999999984 0.091935000000000031 85.963448721100022 62.041548276350007 0.10371000000000001 41.806790701050012 -0.095854999999999996 0.10249000000000003 85.791387400750025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 19 -6 11 -9 10 -10 20 15 14 -14 -11 17 -13 -17 -2 26 22 -22 25 -25 -23 27 28 29 -1
right_child=4 2 -4 -5 6 -7 -8 8 9 12 -12 16 13 -15 -16 18 -18 -19 -20 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00085051120761736804 -0.0012636898601945017 0.00079515803780300684 0.0011043638750980703 -0.0016049882317448053 0.00010556890170523079 -0.0021728737604331072 -0.0010736630335810861 -0.0015469901865832402 -0.0020476212410535303 0.00023065363351660066 -0.00013807273809813989 0.0019270549462971928 -0.0015066205609749106 0.00052577421548724644 0.00063795919323434379 0.00067602334574215354 0.00028045932677653242 0.0002209568681867968 0.0020238573411784908 0.001198624397983224 -0.0015484337842616208 0.00016430616036084976 -0.00013863031453410004 0.00076554307583734035 -7.5053680029881677e-05 -0.00088151264274535616 0.0012331801714425951 0.00061850498436949095 -0.0011437951905600356 0.00040235187262666273
leaf_weight=1.2780780004486549 0.20485162758268416 0.74273331479344051 3.5604656271170825 0.58370388396724482 51.089791664595396 0.45942950038442987 0.57967705160308369 0.80460082110949116 0.39374782382947415 3.5584232416003925 6.3484052215317206 1.3299682559445494 1.590387945994735 3.1933469027280807 1.3204975314438341 1.2654368504881861 2.1858361661434174 0.96951874345540989 0.86835673451423634 0.28245700150728226 1.4441633406095236 6.6808205678498833 1.7022292055189607 6.9457521894946677 4.0248613599687815 1.5536201386712489 1.3575968493241806 5.8631260467227539 0.79333168081939298 7.0549437664449215
leaf_count=233 67 30 82 33 1546 39 920 24 44 32 399 35 33 15 10 4 11 12 54 5 27 118 20 83 33 25 13 28 24 35
internal_value=0.00016559 0.000237685 0.000733758 -0.000261036 7.32193e-05 -0.00097027 9.23392e-05 0.000198914 3.26447e-05 0.000101203 -0.000249592 0.00027339 0.000301697 2.05254e-05 -0.000533751 0.00060322 0.000755839 0.00120772 0.00122453 0.000163533 0.000217472 0.000101612 -0.000785716 0.000246985 0.000457148 -3.30121e-05 0.000375888 0.000298243 9.24949e-05 0.000210194
internal_weight=120.03 67.414 4.8869 1.32644 52.6162 0.946738 51.6695 62.527 19.3432 18.5386 6.74215 43.1838 11.7964 6.10423 2.91089 5.69222 4.48532 2.29949 2.13379 0.487309 38.6985 22.3514 3.14639 19.2051 10.9706 8.23444 16.3471 14.9895 9.12635 8.33302
internal_count=4034 1457 145 63 2577 111 2466 1312 615 591 443 697 148 58 43 90 58 47 58 72 639 306 47 259 116 143 333 320 292 268
is_linear=0
shrinkage=0.00196078


Tree=959
num_leaves=31
num_cat=0
split_feature=4 2 3 0 0 0 4 0 4 4 0 0 4 0 2 2 4 3 4 2 1 0 1 3 3 4 2 3 1 4
split_gain=0.129883 0.151981 0.124077 0.16701 0.431219 0.216026 0.184412 0.536849 0.468696 0.270563 0.258217 0.245632 0.260141 0.613354 0.20886 0.320829 0.301819 0.255504 0.194576 0.196314 0.176668 0.175706 0.17185 0.211895 0.155526 0.221072 0.952881 0.22256 0.347141 0.209552
threshold=49.283271594150008 -0.18231499999999998 0.41991500000000009 85.995710218650018 85.925810307250018 86.135510041400025 41.942745071500006 85.812895065800021 42.434124620650003 41.770271989050009 85.791387400750025 85.683849075550015 42.719328117250008 84.226704768850013 -0.12546499999999997 -0.091179999999999997 40.563919884450009 0.10507500000000002 48.96897326980001 -0.23369999999999999 62.025417527550012 67.144241807950024 55.887667615750004 -1.0000000180025095e-35 0.084360000000000018 37.52517992975001 -0.073609999999999995 0.083155000000000021 71.658163008950012 41.243661560350013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 9 8 -8 14 11 12 -10 18 16 -16 -1 20 19 22 -17 -21 23 -14 25 26 -7 -27 -29 -26
right_child=1 -3 -4 5 -6 24 7 -9 10 -11 -12 -13 13 -15 15 17 -18 -19 -20 21 -22 -23 -24 -25 29 27 -28 28 -30 -31
leaf_value=-0.0001081408710682116 -0.00013983964674998893 -0.0020142851927399705 0.00045650215557619853 0.00054347731387902802 -0.001178167432206215 -0.0021178436544821758 -0.0020781274227139666 -0.0020864572563427611 0.001279399827967603 0.0012829638308911495 0.0017802246264069404 -0.0010277388358971749 -0.0021351790446587303 -0.0020187118048204931 0.00080326376326608556 6.1556094582145926e-05 -0.0021609123735155536 -0.00051665490240863389 -0.0005044979155440282 0.0019527604537778707 0.00087125364496560393 -0.00084675237229219684 0.0016158993629172916 0.0019790173369513826 0.00017178070513573719 0.00026627377521968242 0.00036521895080203823 0.0017506935344211989 6.3554095660983185e-05 -5.9130942343799555e-05
leaf_weight=1.1041953512531097 0.62041910468542483 0.22720677409620194 4.2623123734156243 5.1189964376389971 1.2062467884970818 0.77673367588960252 0.41046028931304945 0.56680220738053311 0.68909652799266075 0.7565158690777033 0.32995035871863354 0.76289372541941691 0.11492020414880244 0.50568193130311545 2.4191760562825957 6.5757831719674886 0.36686921952059481 2.6387181052705273 0.67951859813183535 0.10977728827856181 1.2297824588604269 0.4012394647943438 0.85645153885707259 0.082811499014500356 36.343318702847228 21.053650110656012 2.5282496039189963 1.0125115942209948 0.87329625926213328 25.861961463048374
leaf_count=180 23 232 65 57 29 102 55 27 31 27 5 35 45 83 35 109 77 28 23 2 29 110 78 3 891 827 98 12 38 678
internal_value=0.000122553 -0.000642286 0.000127972 0.000115835 -3.86946e-05 0.00015185 2.80259e-05 -0.000279006 -7.17412e-05 0.00014012 0.000109962 -2.11783e-05 0.000202081 -6.78352e-05 7.9806e-05 0.000159845 -0.000620082 1.08122e-05 0.000371651 0.000752024 0.000189126 -0.000245357 0.00123551 -0.000412123 0.000129185 0.000255768 -0.000218348 0.000324076 0.000969398 7.57788e-05
internal_weight=120.486 0.847626 119.638 115.376 21.8069 93.5687 20.6006 5.5096 4.9428 15.091 4.53234 4.20239 3.4395 2.7504 14.3345 12.8635 1.47106 10.4443 2.24472 1.5652 7.80557 0.511017 1.05418 0.197732 88.4497 26.2444 3.30498 22.9395 1.88581 62.2053
internal_count=4034 255 3779 3714 1011 2703 982 497 470 485 415 410 375 344 458 201 257 166 261 238 138 112 126 48 2646 1077 200 877 50 1569
is_linear=0
shrinkage=0.00196078


Tree=960
num_leaves=31
num_cat=0
split_feature=4 3 3 2 4 3 4 2 1 4 0 3 4 3 2 4 1 2 2 1 1 2 4 2 4 0 0 2 0 4
split_gain=0.045297 0.106885 0.157703 0.150371 0.0565649 0.0940392 0.148587 0.159773 0.0830419 0.134721 0.0965052 0.145755 0.0875151 0.176057 0.0830974 0.0815786 0.0728387 0.0626338 0.197003 0.486602 0.288688 0.178157 0.301196 0.381296 0.672141 0.278124 0.410971 0.225954 0.264248 0.205521
threshold=49.283271594150008 -0.25095999999999996 -0.24338000000000001 -0.23369999999999999 48.86568841230001 -0.27628999999999998 40.377444152000002 -1.0000000180025095e-35 57.772276765200012 44.421469061800003 84.226704768850013 0.099855000000000027 41.32819714970001 0.10184000000000003 -0.60918499999999998 47.927946529500012 58.167480110400007 -0.06483499999999999 -0.055334999999999995 61.987779113750001 62.084563606450011 -0.085584999999999994 42.434124620650003 -0.081354999999999997 41.806790701050012 85.705356740550016 85.812895065800021 -0.08786999999999999 85.334349518600007 41.685324604100011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 -1 12 10 11 16 13 -7 -11 -16 -10 21 19 -19 -21 25 23 24 -23 27 -27 28 -12 -25
right_child=1 2 3 -5 -6 8 -8 -9 9 14 17 -13 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.049503639489518164 -0.10443915254523364 0.10374024830161338 0.03932963608978151 -0.10388811661039506 0.02373219876083912 -0.067578908290420861 -0.10397967996683831 -0.10419034323218551 0.032331333049161498 0.05223343874312484 -0.010038044299914062 -0.0050170457839139038 0.056876967562947127 0.1015299372545703 -0.08388482108655089 -0.012367978040384416 -0.088193469344050548 -0.053334821008982305 0.0033094181726584558 0.10383482899963242 0.027300195842190008 -0.11839003903473562 0.011039508087505614 -0.0037487143130685999 0.0039985692480898997 0.040621766543099153 0.0025718775997760949 0.011861542662944563 -0.10725229797838505 -0.043170143555747414
leaf_weight=0.22397925044526801 0.1347171618581342 0.10509601235389709 0.13426416044239886 0.16148704915417411 1.1603791536927008 0.18749191011011035 0.21744002642299165 0.096899687990570693 0.05794125911052006 0.084371142283998779 0.52337836354854494 1.3283909715464686 0.54150212031890987 0.091659504920244217 0.37224120093253432 0.27908183097679284 0.37255732323683333 0.55927638383582179 36.311626295209642 0.70761105418205295 1.6238514119413592 0.93292761103737187 5.5882875926008628 8.843734266908994 0.86456575648116996 3.0938517712056628 34.405752353513066 0.65667729382402384 0.6003298176365206 1.5550287251826382
leaf_count=74 14 1 12 228 46 65 97 16 7 9 31 49 125 3 293 35 196 14 975 8 70 58 168 189 41 29 1091 6 55 29
internal_value=0.00162696 -0.0273788 -0.00148021 -0.0388706 0.00178034 0.00152592 -0.0401575 0.00309081 0.00175126 0.00148802 0.00180799 -0.0214046 0.0334303 -0.0120519 -0.0411449 -0.053241 -0.0719719 0.0022321 0.00530957 0.0304342 0.0505289 0.000117938 -0.00818597 -0.016995 -0.0595231 0.00387765 0.00571113 -0.0347404 -0.0619738 -0.00964379
internal_weight=101.816 0.535564 0.400847 0.295751 101.281 100.12 0.538319 0.320879 99.5821 98.7615 98.0258 1.75889 0.820654 0.279151 0.735694 0.651323 0.430499 96.2669 39.2024 2.89074 2.33146 57.0645 17.7845 12.1963 1.79749 39.28 37.4996 1.78039 1.12371 10.3988
internal_count=4034 255 241 240 3779 3733 187 90 3546 3353 3016 252 193 68 337 328 203 2764 1067 92 78 1697 485 317 99 1212 1120 92 86 218
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=4 4 1 3 3 1 2 2 3 3 4 4 3 0 4 3 2 4 1 2 3 3 4 1 4 0 2 1 1 1
split_gain=0.0450713 0.391726 0.161415 0.415744 0.319824 0.573053 0.279666 0.531521 0.280341 0.25979 0.362238 0.213895 0.240184 0.16469 0.537889 0.242249 0.15764 0.342884 0.153577 0.150583 0.149424 0.14191 0.120822 0.0720527 0.239064 0.330951 0.184605 0.45068 0.142389 0.506044
threshold=42.779078631750004 42.824128352900011 62.041548276350007 0.09450500000000002 0.083745000000000028 62.181348099150007 -0.11347 -0.092479999999999993 0.087475000000000011 0.082535000000000011 43.084235337800003 43.157831852650006 0.087245000000000031 86.329079026800017 44.169240047700008 -1.0000000180025095e-35 -0.23349 48.96897326980001 65.020359884900017 -0.55200499999999997 0.093160000000000034 0.08895500000000002 42.753078181500008 61.987779113750001 41.646178195200001 85.764502819450016 -0.092710000000000001 61.977025281250008 63.705703859100005 62.391047833300007
decision_type=2 2 2 2 2 2 2 2 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 3 13 9 20 8 -8 -7 10 -4 -9 18 14 -3 16 17 -16 -13 -10 -6 -14 23 24 -1 26 -26 -28 29 -25
right_child=1 2 4 -5 5 6 7 11 19 -11 -12 12 21 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 28 25 -27 27 -29 -30 -31
leaf_value=0.0010005349112854958 -0.10691416794470271 -0.10612540722314567 -0.12261382709651053 0.082286270948019283 -0.12967677739477057 0.092032896248502097 -0.10838886034241531 -0.058859981048560522 0.043757001047474542 0.069539269059645831 0.0097728698751141374 0.030771214067123517 0.087125532174882961 0.017992515450383464 0.022856667417322105 0.085506660826418349 0.040345097506527199 -0.10630398771566647 -0.11661613040199043 -0.050576890432396583 -0.052366074703116175 0.011864175999564307 0.040479566412704393 0.0043994022801435708 0.04330890233222201 -0.091485807940303171 -0.11030533399149614 0.021913114295876737 -0.000546913691567674 0.049249233763261416
leaf_weight=12.69956592303515 0.35794675361830641 0.53253370175843828 0.22136414427768469 0.73885179171338666 0.52931829588487722 0.47271574230353441 0.61192986438027208 0.57206986188021014 0.30769630067516118 0.66268270336058765 3.1164271799270296 0.10463749617338214 0.30472233927730474 2.7230554241687059 0.45611882647426671 0.33550442281557469 0.41155872855961195 0.3741207190323621 0.21796381778017349 0.37598928117222385 0.47376400715438649 1.4088877892741036 0.82338499883189697 27.096840893756966 0.4750212561011723 0.69923921517329279 0.43308789439833983 0.63695675134658813 40.304869985094513 2.7732207194931098
leaf_count=421 15 125 13 19 27 67 55 31 19 23 572 3 63 22 43 24 21 29 53 25 17 54 15 382 19 17 62 3 1728 67
internal_value=0.00146656 -0.00353224 -0.00105729 0.0124241 -0.00906511 -0.0249882 -0.00936327 -0.0245115 0.0328198 0.0123477 0.000992912 -0.00483303 0.0103457 0.00174354 -0.0192282 0.0101103 -0.01026 -0.0353454 -0.0688102 -0.00812143 -0.0931623 0.0252475 0.00235705 0.00198828 -0.00431653 -0.0344035 -0.00857022 -0.0316007 0.0033309 0.00856339
internal_weight=101.252 15.3099 14.9519 5.57174 9.38017 5.37969 4.37661 3.22021 1.1564 4.00047 3.33779 2.60828 2.03621 4.83289 2.10984 1.5773 1.2418 0.83024 0.322601 0.683686 1.00308 1.71361 85.9422 85.1188 14.9439 2.24431 1.54507 1.07004 70.1749 29.8701
internal_count=4034 1320 1305 283 1022 414 370 259 111 608 585 204 173 264 242 117 93 72 56 44 44 117 2714 2699 522 101 84 65 2177 449
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=4 4 0 4 0 3 3 0 4 2 1 0 4 1 0 2 2 2 1 3 1 4 2 2 2 0 0 0 4 3
split_gain=0.0408897 0.112236 0.111802 0.242891 0.239978 0.206572 0.261779 0.186494 0.16854 0.38742 0.162942 0.157168 0.265941 0.393501 0.15975 0.119821 0.101565 0.486446 0.16477 0.14827 0.124711 0.146262 0.199611 0.117803 0.395896 0.13614 0.101309 0.22242 0.144555 0.0988178
threshold=42.141702038450013 42.066503896600004 86.329079026800017 42.686561923500008 86.256490657300006 0.09117500000000002 0.087555000000000022 86.20003303655001 42.719328117250008 -0.095854999999999996 55.954879069000008 86.83719761350001 43.218894539100006 62.036171360100006 87.350693116400024 0.15844000000000005 -0.096529999999999991 -0.092710000000000001 75.634392583900009 0.11922500000000003 65.907551067950024 43.680097826700013 -0.11347 -0.08786999999999999 -0.084794999999999995 87.638358136350021 97.39208423365001 95.620390325650007 49.283271594150008 0.084565000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -2 8 -5 -10 -11 12 13 -4 -13 16 18 -18 20 -20 -16 -22 26 -19 -25 -26 27 28 -23 -27
right_child=2 -3 11 4 -6 -7 -8 -9 9 10 -12 14 -14 -15 15 -17 17 23 19 -21 21 22 -24 24 25 29 -28 -29 -30 -31
leaf_value=0.0018487531390203465 -0.1051408840241625 0.026143550225253137 0.0066014674054495131 0.062304080485028127 -0.11136861424294967 -0.10329839296728421 0.03870660776439877 0.077308382508006354 0.0037884477940481696 0.063199214541377793 -0.10250104755455805 -0.040197880056858495 -0.015871006279627436 0.085264513859521218 0.081346078942525976 0.064599785795431117 -0.10940437018137128 -0.041237647192144705 -0.10224631738898203 0.098708467456675303 0.029611578648826842 0.057797218920951701 -0.10967887338283909 0.088019500632230074 0.051916356088467203 0.0054396263587785472 0.065567007530260346 -0.10800363240452591 -0.10247123164804139 -0.016183129912258551
leaf_weight=73.811998898814551 0.20152792529006791 1.9518247408850573 1.6262261047959357 0.33722212910652194 0.19995057582855214 0.51520565533428453 0.33986613733577542 0.29577776789665211 2.8245378804185748 0.066672772828497151 0.53997780822646746 1.0927288215607394 1.4469706481322644 1.044280328787863 0.29709755210206079 0.27703746550059882 0.44098384041717409 0.716215105891023 0.2002830689688152 0.044957852896914119 1.8334698786493393 0.29567850144849261 0.19262007705401574 0.49358782105264154 0.41582503542303584 3.773123933423447 0.19918192956902203 0.18209491831657942 0.069507418782450259 4.8052739453953563
leaf_count=2313 42 31 12 4 4 47 13 3 222 53 141 23 11 65 13 27 34 31 315 5 40 114 27 11 6 140 42 16 10 219
internal_value=0.00132153 0.00247463 -0.00220577 -0.0150504 -0.00441492 -0.0579725 -0.014839 0.000847009 -0.00515435 -0.0117843 -0.0842901 0.00130854 0.0186548 0.037362 -0.00335059 -0.000522443 -0.00181481 -0.00657464 0.0134703 -0.0654071 0.019772 0.0131739 -0.0189191 -0.00213068 0.000821421 -0.00396386 0.00450087 -0.017724 0.0272926 -0.00667257
internal_weight=100.532 75.7638 24.7679 5.32074 4.26414 1.0566 0.541394 4.06419 3.76841 3.43119 0.606651 19.4471 4.11748 2.67051 15.3297 14.2369 13.9599 10.645 3.31489 0.245241 3.06965 2.77255 0.939083 10.204 9.48781 8.99422 0.746463 0.547281 0.365186 8.5784
internal_count=4034 2344 1690 529 427 102 55 423 420 416 194 1161 88 77 1073 1050 1023 441 582 320 262 249 209 407 376 365 182 140 124 359
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=2 1 1 2 3 3 2 3 4 4 1 1 1 0 3 2 1 2 4 2 3 2 3 3 0 4 3 4 0 2
split_gain=0.179018 0.304961 0.340851 0.341163 0.315773 0.643107 0.520009 0.496162 0.751028 0.495143 0.978407 0.431864 0.39851 0.389361 0.519441 0.38547 0.728653 0.292371 0.290286 0.288268 0.500533 0.285748 0.279003 0.47964 0.677852 0.342552 0.64572 0.364684 0.303751 0.264741
threshold=-0.06483499999999999 60.613977009100005 61.778079379550007 -0.059754999999999996 0.083365000000000022 0.08674500000000003 0.04932000000000001 0.075810000000000016 40.583589072600013 41.32819714970001 62.111448187750007 61.993156030000002 70.077349628250019 90.767723400200012 0.088435000000000027 -0.018034999999999999 62.837331883000012 -0.032369999999999996 40.750688432250008 0.066710000000000019 0.079605000000000023 0.051245000000000013 0.088350000000000026 0.091645000000000018 96.163458868000006 36.491284729650012 0.11531000000000002 39.577821550850011 95.050437202000012 -0.046635000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 6 -6 8 12 22 11 -11 -5 -12 -15 -10 -17 -14 -2 20 -9 -19 -7 24 -24 26 -25 28 -27 -29
right_child=1 2 3 4 5 9 -8 19 15 10 13 -13 17 14 -16 16 -18 21 -20 -21 -22 -23 23 25 -26 27 -28 29 -30 -31
leaf_value=5.7815618494881044e-05 -0.0021151302514225302 0.0015402683304346916 0.0011143406573849617 0.00095226226397511742 -0.0017073273110520114 0.0012478458226481408 -0.00013671573899229957 0.0019856761971475791 -0.0022997437040930338 -0.00048032642852509382 0.00044621601196656092 -0.0023804292597597756 0.00024403413361762073 0.00027597560535394284 -0.0018669360940939516 0.0020005402771640785 -0.0022501202980979161 0.00027915972882718677 0.00030830775509415237 0.00032418527157969265 0.00060641188583417755 -0.0021357978084283707 -0.0014278281730325043 -0.0020078185102975488 0.00056019012932680579 0.0012997858230823012 0.00068811130145646389 -0.00046091931829540697 0.00032233140980899937 0.00041703258429221353
leaf_weight=71.489596097881758 0.41855860798386757 0.75325861654709925 1.5535703696295957 2.3327124575152984 1.3035665297575207 1.211935497703968 2.1425376697607135 1.5223886051708158 0.70199798778776312 0.86214721610303768 4.3888220027765783 0.9856630542781204 2.0907344920560709 1.0153666416026679 0.760731464168657 0.30243735760450341 0.31815442769720903 0.31588556125825684 0.34804594837623881 3.5661180763336233 3.0147942660905755 0.46666926578109269 1.4057321165018977 0.62112203259857668 1.2420192653544289 3.1139010516926637 0.75894486022298224 1.6039464101195342 2.012162340895884 7.4724323221525966
leaf_count=2613 27 13 37 37 51 28 94 65 32 24 56 32 12 75 74 6 69 8 141 57 34 88 37 52 60 50 13 14 47 88
internal_value=0.000120238 0.000212048 0.000231708 0.000210775 0.000179945 6.75839e-05 -0.000730835 0.000417242 1.49761e-05 0.0001678 -0.000242373 -0.00149388 0.00035018 0.000132742 -0.000641868 -0.00130446 -0.000178616 -0.000138628 -0.00101487 0.000741335 0.0010692 -0.00116098 0.000336845 0.000276283 -0.00049528 0.000407385 -0.000525237 0.000498009 0.0009161 0.000261884
internal_weight=120.096 48.6064 47.8398 47.0865 45.5329 30.901 3.4461 14.6319 6.52859 27.4549 8.01273 1.84781 5.206 6.16492 1.7761 1.32259 0.620592 2.87329 0.766605 8.1033 4.53718 0.782555 19.4422 18.2303 2.64775 15.5825 1.38007 14.2024 5.12606 9.07638
internal_count=4034 1421 1253 1240 1203 795 145 408 252 650 261 56 145 205 149 107 75 108 168 156 99 96 389 361 97 264 65 199 97 102
is_linear=0
shrinkage=0.00196078


Tree=964
num_leaves=31
num_cat=0
split_feature=1 2 1 4 2 2 4 4 4 4 2 3 0 3 0 3 3 2 3 4 4 2 2 4 2 1 1 2 4 3
split_gain=0.039349 0.127204 0.0866042 0.0530772 0.0466044 0.181413 0.277049 0.615902 0.151026 0.208315 0.30574 0.34878 0.395878 0.665256 0.38084 0.379833 0.242147 0.203009 0.492521 0.615536 0.195254 0.189753 0.179482 0.174107 0.178243 0.178108 0.46482 0.299496 0.464071 0.272034
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 38.903925214650009 -0.06483499999999999 -0.055334999999999995 40.241071441700008 39.458743938000005 39.896141435400004 39.685256516350002 -0.14429 0.11082500000000002 91.453280223500016 0.090735000000000024 85.121961326250016 0.094725000000000018 0.088350000000000026 -0.24468499999999999 0.084360000000000018 35.419594101850009 40.467253020850002 -0.095204999999999998 -0.116995 40.80591513400001 -0.10290999999999999 75.271450736300025 75.634392583900009 -0.50001499999999999 43.572676689450006 0.091645000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 8 6 7 -6 9 10 17 12 14 -14 -12 -15 -16 18 -1 -20 -10 -13 -17 24 -22 27 -27 28 -25 -30
right_child=1 -3 -4 -5 5 -7 -8 -9 20 -11 11 21 13 15 16 22 -18 -19 19 -21 23 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.066335698135913196 -0.02650795905902923 -0.080427648354014863 -0.10155309744547653 0.060652977613622608 0.068095976223216712 0.0022403563562304598 0.057092137199706045 -0.072047609309142682 0.018788189500758102 -0.051140006757327272 -0.015551559954524589 -0.014256176422615761 -0.088920523107735572 0.034447126107804114 0.018241984477166191 0.0037867018148467916 0.076860115188170208 -0.10604974441446696 0.05519632991646059 -0.10652312576713137 -0.0040604394074853795 -0.12003061388065797 -0.076184772491330335 -0.11523452566851811 -0.047108753838197931 0.10188014411048485 0.0071238544600142825 0.0011703784209491318 -0.10312947330247246 0.075462859812516825
leaf_weight=0.42430274956541092 0.10297129430728091 0.24199439453928917 0.056599526193991778 0.21730991538811395 0.59191052897222041 36.883655094695314 1.5400710417852677 0.66692838445305824 6.1717712151657897 1.1352723558629794 1.2991240496121426 0.33988396893255413 0.93025450028653756 1.9396809126483279 1.3078582417219879 0.5299873435869813 1.5281154569238422 0.39318835167296251 0.33101486065061159 0.81444357596046757 2.6513381531985942 0.33852224220754656 0.5965038667200131 0.55340229466673108 1.5093996813520778 0.61568332012393456 3.2525489872950857 32.957625670154819 0.11944701280117442 0.29825928591890261
leaf_count=34 29 442 398 91 23 963 45 28 71 36 36 15 76 22 27 3 27 161 26 57 87 31 40 35 18 14 175 947 66 11
internal_value=0.00128782 -0.0238497 0.012479 0.0326305 0.00144383 0.00410293 0.0286476 -0.0061516 -0.00031373 -0.0103969 -0.0061033 0.00184874 0.00759584 -0.0148482 0.0292873 0.00762476 0.0498274 -0.0417929 -0.0256981 -0.0597894 0.00218104 -0.0670372 -0.0385601 -0.00026179 -0.0196772 0.00187548 0.0222056 -0.000442373 -0.0551762 0.0243927
internal_weight=100.339 0.618875 0.376881 0.320281 99.7202 39.6826 2.79891 1.25884 60.0376 11.9082 10.7729 8.80993 8.13152 3.99643 4.1351 3.06617 2.83597 1.96295 1.56976 1.14546 48.1295 0.678406 1.12649 41.9577 4.16074 37.797 3.86823 33.9287 0.971109 0.417706
internal_count=4034 960 518 120 3074 1059 96 51 2015 591 555 277 231 141 90 65 54 278 117 83 1424 46 43 1353 105 1248 189 1059 112 77
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=2 4 2 0 2 2 4 2 4 0 1 3 1 3 2 0 0 2 2 2 2 4 3 3 2 2 4 2 4 4
split_gain=0.0392203 0.276637 0.0662403 0.208695 0.112473 0.140911 0.165701 0.119612 0.292927 0.143613 0.108368 0.0631901 0.115723 0.411176 0.057934 0.173838 0.370145 0.19544 0.283995 0.120388 0.114358 0.314034 0.171235 0.254134 0.121255 0.100997 0.646368 0.202678 0.140124 0.118928
threshold=0.27538000000000007 39.051326806600009 0.20167500000000002 89.953120586650016 0.17076500000000003 0.13006000000000004 39.952536079750011 0.086310000000000026 37.999598532650005 78.236820054150016 61.93938686740001 0.11379500000000002 77.543197856500015 0.075350000000000014 -0.037054999999999998 85.861287312150012 85.683849075550015 -0.018034999999999999 -0.010319999999999999 -0.039434999999999998 -0.016334999999999999 41.872294782850005 0.10546000000000001 0.085035000000000013 -0.028049999999999999 0.048475000000000011 41.50623664750001 -0.0019399999999999999 43.047778594550003 40.159267750750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 7 -7 14 -9 -10 -6 12 13 -5 19 16 17 -16 -19 -1 21 22 23 -17 -23 26 27 -22 -28 -29
right_child=1 -3 3 11 10 6 -8 8 9 -11 -12 -13 -14 -15 15 20 -18 18 -20 -21 25 24 -24 -25 -26 -27 28 29 -30 -31
leaf_value=0.0004630930468466736 0.0086696689731421885 -0.10632043222731627 0.076171546319911326 0.037095184920702705 0.0034027571676862912 -0.021023351486184384 0.070545160122036307 0.026976629474189898 0.044682630801947038 -0.10903424064802802 -0.051275781886137899 0.02960349303798674 0.018768336196814887 -0.10706353027811261 -0.10425352185579861 0.073219568918945196 -0.11051913997040225 0.091513595284268751 -0.10298777540933357 -0.034569256168449122 0.042427808665072148 -0.016589096478989287 0.078573372760961629 0.0052531743057026778 0.0244230573202525 0.0088633723756108979 -0.11094229482117378 -0.033098746521240049 -0.015052701403694833 0.010112985391210423
leaf_weight=70.141474817619866 0.94922092827573468 0.26836168041472774 0.48500585159490528 0.40062712645158194 0.66117759980261215 0.29298327911510469 0.6071502621853142 0.41389540748787013 0.070942796766757965 0.42421663012476074 0.80228566617006436 0.68775299191474903 0.86813954931085391 0.39091074563475559 0.10567530904882005 0.80669020058122054 0.39020147605333477 0.33221172765297524 0.096985708059949327 0.99486179374798567 1.1903519676707248 2.2400105744550278 0.85688449777080666 1.7298579268372121 1.0630000797755199 8.8642567295291865 0.6474415536977175 1.0645725599256315 0.19930764184778127 1.5854834306301198
leaf_count=2805 89 63 29 12 8 23 40 14 3 120 40 4 46 31 21 36 14 30 122 14 28 69 10 41 27 126 55 36 42 36
internal_value=0.00116282 -0.0166748 0.00138351 0.0164544 0.000936902 0.00136465 0.0407406 0.00098443 -0.035112 -0.0870108 -0.0265726 0.00411619 -0.00644548 -0.0340994 0.0013399 0.00593188 -0.03646 0.0175678 0.0475621 -2.68443e-05 0.00786866 0.0185596 0.0399245 0.0268683 -0.00339025 0.00258574 -0.00928639 0.00815069 -0.0883718 -0.0072459
internal_weight=99.6319 1.21758 98.4144 2.83244 95.5819 94.1185 0.900134 93.2183 0.909055 0.495159 1.46346 2.34743 1.65968 0.791538 92.3093 21.1729 0.925074 0.534873 0.429197 71.1363 20.2479 6.69644 3.39343 2.53655 3.30301 13.5514 4.68716 3.84041 0.846749 2.65006
internal_count=4034 152 3882 122 3760 3712 63 3649 137 123 48 93 89 43 3512 693 187 173 152 2819 506 183 87 77 96 323 197 100 97 72
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=4 4 2 0 0 4 1 3 3 4 4 0 2 4 2 2 0 0 0 0 3 0 4 2 0 3 1 3 3 0
split_gain=0.0379701 0.199573 0.353702 0.209711 0.310888 0.241033 0.318472 0.213182 0.170994 0.125665 0.117813 0.209415 0.103639 0.170525 0.101511 0.129281 0.0834598 0.126432 0.100423 0.141099 0.180685 0.0834094 0.272501 0.0765116 0.065222 0.242426 0.0627165 0.226728 0.40424 0.212381
threshold=37.038444968100009 36.620308449100001 -0.081354999999999997 89.813320763900023 89.582113364650013 36.124181380200007 65.611820673600008 0.10335500000000002 -0.09053499999999999 36.010074051050005 37.627645350900004 91.066142252700018 0.22598000000000004 40.890797847750008 -0.028049999999999999 -0.056724999999999998 91.937202686950016 93.805681087600007 96.531777631850005 97.674372337300014 0.10828500000000003 93.953546284800012 40.844669808050007 0.25988000000000006 93.805681087600007 -0.094699999999999993 76.279622535200005 0.092260000000000023 0.087245000000000031 100.52682641375002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 24 16 11 -2 26 21 15 -11 -10 -18 -19 -20 -21 -14 -23 -13 -5 -26 -12 28 -28 -30
right_child=10 2 -4 8 -6 -7 -8 -9 9 14 12 23 13 -15 -16 -17 17 18 19 20 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.027359585231650742 0.083353308145208305 -0.099862305590316017 0.0041150363563257552 0.099895634676341938 0.10279470135469725 0.096652396500336274 -0.11994850623903633 0.087486133821375447 -0.033380128343491758 -0.10205617676441983 0.00069530244214926085 -0.0083263297288036619 0.025265838226847581 -0.10624029293219572 -0.12040644787675135 0.015939962365575235 0.049259138312556801 -0.036955222214862499 0.066221027386560702 -0.10496281313333369 0.0054719079723944972 -0.10401894503300212 0.013405773544765867 0.033984736844481299 -0.10452780381422609 0.1048817912133502 0.00051642604906185999 -0.019171788688724298 0.10140470714530214 0.032149456520151644
leaf_weight=0.42556788570664028 0.47284521965775583 0.57678906173464384 0.75593092484996283 0.17402343929279496 0.45640722475945938 0.2302303361648228 0.22893416462466121 0.26060731871984899 0.96760404109954956 0.15116337968015614 80.356222761271965 1.0744996119012737 0.42383829769096226 0.22044894740884036 0.17935098185444065 0.24071771465241909 0.45001818891614709 0.82211778260534663 0.31334723683539767 0.1690347897920218 1.1992662232864857 0.30921145524825988 0.54765104502439499 0.70965044200420369 0.094006732931887882 0.13420195877552032 3.4064336432828375 1.9020447408945527 0.71010220376774658 1.1763385887525144
leaf_count=134 28 41 34 7 8 30 6 21 15 49 2148 60 30 46 11 4 13 17 7 136 31 68 2 5 62 1 653 169 13 185
internal_value=0.00104826 -0.0056351 -0.0408854 0.00159619 0.0330042 0.00519337 -0.0178166 0.0162585 -0.00868149 -0.014274 0.00162132 0.0241843 0.00104947 -0.0250036 -0.058094 -0.0295756 -0.00789075 0.000459088 -0.00831206 0.00569089 -0.00817078 -0.0110202 -0.0289687 0.00850301 0.0537829 0.018619 0.00149617 0.0104407 0.0210822 0.0582188
internal_weight=99.1386 7.82932 1.33272 6.4966 1.60175 1.14534 0.915109 0.686175 4.89485 4.49262 91.3093 2.257 89.0523 1.50115 0.571232 0.391881 3.92139 2.95378 2.50377 1.68165 1.3683 1.2807 0.856863 1.78415 0.402232 0.228209 87.5511 7.19492 5.29287 1.88644
internal_count=4034 627 75 552 199 191 161 155 353 283 3407 93 3314 146 64 53 219 204 191 174 167 100 70 65 70 63 3168 1020 851 198
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 3 2 2 4 3 0 0 0 2 1 3 1 3 4 1 3 0 3 3 0 2 2 2 4 2
split_gain=0.0384741 0.139799 0.10523 0.0814475 0.0450748 0.0713495 0.0571407 0.158223 0.43028 0.258099 0.142048 0.421639 0.405729 0.169691 0.158936 0.197318 0.220793 0.234198 0.315201 0.338416 0.264477 0.210277 0.191584 0.179305 0.120586 0.139634 0.116007 0.242383 0.829581 0.339994
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 103.48144189910001 102.31465107045001 0.096665000000000015 -0.091919999999999988 -0.08854999999999999 41.50623664750001 0.086030000000000009 85.705356740550016 85.791387400750025 85.334349518600007 -0.10946499999999999 61.998532946250002 0.12201500000000003 62.111448187750007 0.083365000000000022 37.627645350900004 67.300172379550006 0.076615000000000016 86.692020874450009 -0.10565499999999999 0.088435000000000027 71.131225215400022 -0.117885 -0.085584999999999994 -0.081354999999999997 41.806790701050012 -0.08262499999999999
decision_type=2 2 2 2 2 2 2 2 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 6 -6 10 8 -8 -10 12 -12 13 24 -13 16 23 18 -18 -20 22 -19 -21 -16 -1 -26 -9 28 -28 -30
right_child=1 -3 -4 -5 5 -7 7 26 9 -11 11 14 -14 -15 15 -17 17 21 19 20 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.065501832271783564 0.0021254362202255558 -0.10236513275042376 0.076976496189387469 -0.072366662157922382 0.04730515812143677 -0.0021443756031114302 0.0050481779815600078 0.015449063349119524 -0.028974794087811714 -0.11792804570602251 0.074970794384824804 -0.016496554499366833 -0.10682043351283393 -0.07061710870454907 0.04479604025187689 -0.037283621252938354 -0.10554678380682801 -0.044235355398564914 0.013975846220869876 -0.10140554966471745 -0.090634627893058414 0.011627430686384169 0.062272916780341227 0.0086984259526403564 0.0067660734656251192 0.10130349195369877 -0.11246315191801293 0.001034536263720355 0.020627586049599213 -0.046198156594039939
leaf_weight=0.20923227089497354 0.57037185474291507 0.16562442508302411 0.14087614055279118 0.19763529745347341 0.54091074223469948 0.63354570837691426 2.3228485300205644 4.7258753420319399 0.78189308077708097 0.55965604816447012 0.87271186802536505 3.2259024046361473 0.42379843117669214 0.31709572781983197 2.7068872004747453 0.96474323500296932 0.37984489894006701 0.7064307052642097 2.1111978353001182 0.10003365575903445 0.70557893338627764 14.5988444114555 0.25080931976845 2.7988562043756247 2.0799268352429876 0.16892579244449635 0.84564714738007651 51.185633417176859 2.2660654516075738 1.1465736899990591
leaf_count=105 20 217 20 703 42 5 29 77 22 30 15 25 42 19 24 39 29 15 36 81 185 381 37 22 346 6 39 1322 48 53
internal_value=0.000950676 -0.0178686 -0.00247091 -0.017044 0.0011578 0.0206302 0.0009207 -0.000819227 -0.0209934 -0.0660836 0.00432548 0.00650139 -0.0156869 -0.00176989 0.00440837 0.00707143 0.00882815 0.00368312 -0.0194677 -0.00914549 -0.0553522 0.00904903 0.0156043 0.0264457 0.00711148 0.0138674 0.000409399 -0.000872537 -0.023796 -0.00182443
internal_weight=98.704 1.07451 0.908883 0.768007 97.6295 1.17446 96.455 63.8342 3.6644 1.34155 32.6208 29.4218 3.19898 2.77518 28.5491 25.3232 24.3585 18.8527 3.54746 3.16762 1.05642 15.3053 0.350843 5.50574 2.45808 2.24885 60.1698 55.4439 4.25829 3.41264
internal_count=4034 960 743 723 3074 47 3027 1620 81 52 1407 889 518 476 874 849 810 764 368 339 303 396 118 46 457 352 1539 1462 140 101
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=4 0 4 0 3 2 2 2 2 2 0 4 1 2 0 1 1 4 2 2 3 2 1 1 3 0 1 1 0 4
split_gain=0.123427 0.171191 0.30002 0.243458 0.243087 0.183139 0.323457 0.220073 0.208412 0.313814 0.172531 0.299359 0.449314 0.185614 0.512238 0.363071 0.362967 0.190799 0.235591 0.324142 0.534033 0.308101 0.223801 0.184688 0.337144 0.157873 0.277943 0.177189 0.46678 0.41832
threshold=42.141702038450013 86.329079026800017 42.686561923500008 85.764502819450016 0.087555000000000022 -0.08262499999999999 -0.011675 0.13747000000000004 -0.086719999999999992 -0.095854999999999996 86.83719761350001 43.218894539100006 62.036171360100006 -0.028049999999999999 87.350693116400024 62.272755675600003 62.052302108850007 42.488347682450005 -0.11347 -0.086719999999999992 0.08376500000000002 -0.083064999999999986 65.907551067950024 62.154463517850012 0.10433500000000002 85.121961326250016 61.778079379550007 64.407391431150018 88.17067284620002 41.975471476700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 4 -2 8 -7 -8 9 -4 11 12 -3 14 -12 -15 -16 -18 22 20 -20 -21 -19 -23 -25 26 -1 28 -27 -29
right_child=1 10 5 -5 -6 6 7 -9 -10 -11 13 -13 -14 15 16 -17 17 18 19 21 -22 23 -24 24 -26 27 -28 29 -30 -31
leaf_value=-8.4148878528255062e-05 -0.0020864970089836841 0.00013695445551251931 9.4795752451336552e-05 -0.002043626402914351 0.00050262855316892839 -0.0021229589660636808 0.0013845350184730539 -0.0020684251790930954 0.0014126798668006653 -0.0020065902981999395 -0.0014922550768994099 -0.00026969694000985076 0.0016819831019186202 0.0020624637903194202 -0.0020938641469228571 0.00015884400511242166 0.00052968406981081803 0.0020055903433984896 0.00027033304170011264 0.0011893884825516063 -0.001871567021320268 0.00064981689907499468 0.00019548359610055351 -0.0015442873886284546 -1.2336734530487841e-06 0.00021422181101657885 -0.0020808545379810391 4.3529558314098027e-05 0.001114929347558114 0.00110550043676063
leaf_weight=2.7071805416853745 0.20256581784633698 1.6783963553607493 4.0217348997739455 0.59093121148180217 0.44721307361032814 0.41650947999551136 0.25573898365291814 0.098220074776691035 0.4113784215878703 0.2931400735687929 0.97811376303434983 1.5126990806311367 1.2721799742430446 0.41419132798909686 0.31244877725839515 5.5039888778704835 2.4538922293031638 0.30021455977112355 0.76269116655748792 0.69985892478143785 1.0830684138641116 0.69152034819125763 2.0966445448769946 0.80058180926789679 1.7012112564343622 40.745035029482096 0.29748602012114123 38.956276381219425 2.3390874243341377 1.480266210004628
leaf_count=252 37 12 225 41 24 47 69 22 22 42 21 11 65 3 9 232 68 10 31 13 73 3 493 105 12 401 149 1451 57 34
internal_value=0.000122638 1.19306e-05 -0.000261917 -0.00113283 -0.00030452 -6.53365e-05 -0.000951776 0.000426373 7.917e-05 -4.79663e-05 9.48098e-05 0.000439516 0.000803114 8.36863e-06 -0.000132959 0.000292071 -1.10058e-05 5.0449e-05 -9.40964e-05 -0.000309729 -0.000986507 1.1132e-05 0.000422205 -0.000247099 -0.000495016 0.000159742 -0.000281839 0.000175628 0.000263122 8.24053e-05
internal_weight=115.524 28.9991 6.73743 1.24071 0.649779 5.49672 0.770469 0.353959 4.72625 4.31487 22.2617 4.46328 2.95058 17.7984 11.8802 5.91818 10.9021 10.5897 8.13579 5.73893 1.84576 3.89317 2.39686 3.19331 2.50179 86.5253 3.00467 83.5207 43.0841 40.4365
internal_count=4034 1690 529 102 61 427 138 91 289 267 1161 88 77 1073 838 235 817 808 740 237 104 133 503 120 117 2344 401 1943 458 1485
is_linear=0
shrinkage=0.00196078


Tree=969
num_leaves=31
num_cat=0
split_feature=0 4 4 2 0 1 3 1 4 2 3 4 1 3 2 2 4 2 0 4 4 4 0 2 3 2 4 4 0 3
split_gain=0.106007 0.169576 0.205931 0.110752 0.3332 0.623861 0.575928 0.548075 0.389263 0.360055 0.281061 0.309566 0.633091 0.563167 0.358805 0.270438 0.555749 0.247381 0.241422 0.288143 0.222977 0.212581 0.332883 0.622661 0.537619 0.360812 0.290106 0.187036 0.38444 0.292731
threshold=103.33357670195001 40.80591513400001 40.890797847750008 -0.06828999999999999 86.329079026800017 63.705703859100005 0.10507500000000002 65.29995953045001 39.861052345600008 -0.041369999999999997 -0.24947 40.984321400500008 61.987779113750001 0.10371000000000001 0.11704500000000002 -0.072524999999999992 39.577821550850011 0.022350000000000005 87.278104746850019 42.388109226950007 40.340071172300007 39.577821550850011 90.407470010750018 -0.090495000000000006 0.090735000000000024 -0.12546499999999997 38.244973486750006 37.038444968100009 85.121961326250016 0.085820000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 15 6 9 10 -7 -8 -6 -5 20 14 17 -13 21 -17 -14 -11 -20 -12 22 26 24 -24 -26 27 29 -29 -1
right_child=1 2 -4 4 5 7 8 -9 -10 18 11 12 13 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0012267328489335811 -0.0019820328607265516 0.0019804671482638292 -0.00081968745974403726 -0.0014789759354790558 0.0015227623321008117 -0.0016101742731082886 0.00011608214804156831 0.00015904733412752 -0.0021801033658933561 0.00020472842219229899 0.00020458518626041035 -0.002101861766084847 -0.0014950568871549381 0.0017351304544521173 0.00090248108929444262 0.00051881971398490886 -0.0014367355246336355 0.00028093897110474328 0.0013565060863133696 0.00038587565746837731 0.0011801872202356158 0.00014172948012944621 -0.0013172833095944241 -0.0018965262692825333 -0.00090691137603477563 0.00068392016029535639 -0.00058100122424125744 -2.8473593964751437e-05 0.0017388839438810119 0.00040200992491482571
leaf_weight=0.53515978903851502 0.23973925598875112 0.14581929356427281 0.32834480765825447 0.43443403451965323 1.6227877438068379 0.69211239810101943 0.43706324137747177 24.618176239328022 0.8097216643509455 4.6423059697262925 3.5457196107163318 0.86996783332870131 0.52647746522052308 0.68950708210468281 0.18540546893927967 0.98207211156841312 1.2961198564153162 0.70576109757530503 2.184842431684956 2.5462492443621159 1.2073937174864111 56.508385496903429 1.1425036617292788 1.019275426995591 0.73866354463825734 2.1251697043189779 1.5313095304300075 0.92488863045582526 0.96891207806766033 2.0471260000813345
leaf_count=135 433 11 489 62 22 25 8 550 46 40 74 99 33 6 18 21 25 16 56 14 12 1457 90 66 54 35 36 23 19 59
internal_value=0.000115181 -0.000638071 4.14418e-05 0.000119835 0.000194857 0.000280084 -0.000133921 0.000110668 -0.00137517 0.000670034 5.56244e-05 0.000141868 -0.000353926 0.000316143 -0.00157407 7.07103e-05 -0.000593744 -0.00047786 0.000522404 0.000834118 0.000452409 9.31226e-05 -0.00015583 -0.000528202 -0.000180079 0.0002736 0.000155686 0.000407713 0.000875747 6.44649e-05
internal_weight=116.251 0.713903 0.474164 115.538 45.7179 36.3065 9.41145 25.3103 1.24678 10.9962 8.16467 7.73023 2.97712 1.92175 1.05537 69.8196 2.27819 1.23224 9.3734 4.73109 4.75311 67.5414 11.033 5.02561 4.00634 2.86383 6.0074 4.47609 1.8938 2.58229
internal_count=4034 933 500 3101 1081 707 374 575 54 132 320 258 172 55 117 2020 46 49 110 70 86 1974 517 245 179 89 272 236 42 194
is_linear=0
shrinkage=0.00196078


Tree=970
num_leaves=31
num_cat=0
split_feature=2 1 0 3 3 2 3 4 0 3 2 3 2 3 4 3 4 0 1 2 3 3 3 4 3 0 0 0 2 4
split_gain=0.140829 0.243975 0.71287 0.721158 0.814008 0.412042 0.400275 0.368291 0.347342 0.309624 0.282093 0.296298 0.418112 0.280092 0.403699 0.246131 0.442104 0.256691 0.525968 0.250284 0.285701 0.220632 0.593431 0.546256 0.521669 0.422339 0.411233 0.775761 0.263721 0.317793
threshold=-0.06483499999999999 69.999384342500022 96.039789794050009 0.090390000000000012 0.092835000000000015 -0.068964999999999985 0.082535000000000011 48.96897326980001 95.117648655250022 -0.075324999999999989 -0.079634999999999997 0.089415000000000022 -0.08786999999999999 0.087555000000000022 42.066503896600004 0.10828500000000003 39.184300550350009 97.39208423365001 80.468240302450013 -0.59502499999999992 0.090390000000000012 0.083365000000000022 -1.0000000180025095e-35 40.636252116050009 0.08674500000000003 86.692020874450009 96.531777631850005 85.791387400750025 0.022350000000000005 39.525197829750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 6 9 -3 -6 -4 11 13 15 14 -8 16 17 -13 -19 -18 -21 22 23 25 26 -2 27 -23 29 -24
right_child=21 2 5 4 8 -7 10 -9 -10 -11 -12 12 -14 -15 -16 -17 19 18 -20 20 -22 24 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00017058741733620139 0.0018005329920578396 -0.0020780090987371201 0.00064934338705436375 0.00083635730454440502 -0.002111179670826593 -0.0022114507904750845 -0.0015410927503047153 0.00096842250444557768 0.00014770556720688797 -0.0020407045636086779 0.0007986936024804613 0.0018669273430263664 -0.0021095121518483013 0.00090228676046766375 0.00035559292013312828 0.00062065965380110437 0.00043067805821272803 -0.002109920028987976 0.0015480480739810825 -0.00024928331421045447 -0.0018001603635676333 0.0010962329203318153 0.00071306855708427007 -0.0011855773293346899 0.00023586833439685008 5.9078598436237609e-05 7.9804337443600728e-05 -0.0019926379718215714 0.0004804743921448982 0.0019061895088031806
leaf_weight=52.055383725639331 0.60538145992904979 1.5431410426172103 0.23821026077527563 1.4585141232237222 0.78293220869090852 0.28580348859759119 0.52980611347174855 0.16930928696820036 0.39312734757550061 0.53164681015891879 2.8029132169986033 0.43159820325672471 0.41981157573354888 2.5012820851375182 2.3239530499572538 1.4071052913382116 0.48558198384671225 0.27629650929884519 0.33358951628474642 0.78733095189091029 1.0874498915509319 0.41124395941733682 2.2427792187518176 1.2429085872502126 28.383944258709562 4.6332319068642391 1.8584423175107074 1.3032078322594314 5.1754738731087855 1.3903739073721224
leaf_count=1230 11 219 103 20 60 27 92 48 21 367 44 4 36 52 47 57 16 31 45 10 84 25 17 189 718 135 64 64 143 55
internal_value=0.000156753 0.000101457 -9.00683e-05 -0.000786217 -0.00014234 0.000119466 0.000166524 -0.00177681 -0.00135609 -0.00120835 0.000245592 9.91136e-05 -0.000232899 0.000423297 3.46942e-06 -6.90749e-05 -0.00035437 0.000709767 -0.00010912 -0.000823909 -0.00114886 0.000239668 0.000433379 -1.69451e-05 0.000146985 0.000260323 -0.000559124 -0.00125171 0.000764734 0.00116966
internal_weight=118.092 70.8448 18.7894 4.34702 2.63457 14.4424 14.1566 1.71245 1.17606 0.769857 13.3867 10.5838 5.22876 5.35504 2.85376 4.80895 3.40185 1.04148 0.609886 2.36036 1.87478 47.247 15.2901 6.48152 31.9568 5.23861 3.57289 1.71445 8.80863 3.63315
internal_count=4034 2613 1383 368 101 1015 988 267 81 470 518 474 283 191 139 247 190 80 76 110 94 1421 550 335 871 146 153 89 215 72
is_linear=0
shrinkage=0.00196078


Tree=971
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 1 4 1 2 3 1 0 3 3 4 1 1 0 2 2 2 4 4 4 4 2 3 0 1
split_gain=0.0401042 0.370785 0.283139 0.192851 0.177045 0.151103 0.364922 0.134137 0.186564 0.449412 0.314658 0.266433 0.167493 0.19295 0.13004 0.187245 0.123673 0.117008 0.229212 0.124276 0.322102 0.288529 0.204169 0.452009 0.152962 0.249144 0.241397 0.210745 0.44248 0.222006
threshold=66.590419433100024 90.407470010750018 90.767723400200012 92.313586825200005 65.611820673600008 90.767723400200012 67.300172379550006 38.400997490450003 63.705703859100005 -0.097799999999999984 0.098545000000000021 62.837331883000012 85.812895065800021 0.085665000000000033 0.08729000000000002 39.792680591700012 67.649671936450019 67.649671936450019 92.501778894350011 -0.059424999999999999 -0.054619999999999995 -0.068964999999999985 38.244973486750006 35.050303764500008 43.680097826700013 43.384297312450009 -0.167075 0.085185000000000025 97.39208423365001 69.999384342500022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 7 6 -2 12 11 10 14 -9 -1 -14 15 -10 -7 -5 -19 21 -21 22 23 -20 25 27 -26 28 -24 -29
right_child=3 2 -4 17 -6 16 -8 8 9 -11 -12 -13 13 -15 -16 -17 -18 18 19 20 -22 -23 24 -25 26 -27 -28 29 -30 -31
leaf_value=-1.6034995691838101e-05 0.053252910297414947 0.089914121725804486 0.013096684547530081 -0.059455569434517103 -0.026927869878021839 -0.10478513475474559 -0.082790530254678724 0.00090357171065955316 -0.10753610882581661 -0.11049044889171565 -0.10557286830655239 0.052152895159697621 0.00028656254964789867 0.062213623903497363 0.1029845210092443 0.056898362774412528 -0.032487615205959691 0.087861441905200427 0.01090662457175688 0.083202557381402559 0.0033676414240241428 -0.073452644594937472 -0.095432577735548502 -0.092458863766503432 0.0066252788228108083 0.07298522951300547 -0.10568380311730277 0.058604952644136267 0.0075972738922583972 0.001524411300274338
leaf_weight=2.2250009768608825 0.49513555312296276 0.8291034575086077 1.1389681342989204 0.32533154310658474 2.1358528019627547 0.36889970726042498 0.32764593984938983 50.898173465942818 0.099813957698643208 0.50081000755562743 0.17436078283935785 1.035035168606554 0.80242040380835566 1.3489550137892363 0.24486512131989002 0.22616044757887721 0.6597864464893064 0.29977461574890085 0.92486627997123949 0.51978903421513933 18.215211356136709 0.61705687078756355 0.67592020158189825 0.77971248281869521 0.43486134281943123 0.48794836957859011 0.34181453490273916 0.73099749907851119 1.087489999757963 10.037925472846835
leaf_count=221 13 31 24 12 42 44 62 1124 4 50 7 38 16 40 4 69 37 9 102 22 720 62 28 194 98 23 370 12 164 392
internal_value=0.00118523 0.00275137 0.0454581 -0.00140161 0.0013433 -0.0328651 -0.00092196 0.00239242 0.00100753 -0.0372313 0.0120023 0.00192498 0.0192208 0.0391161 0.0479152 0.00654823 -0.0584144 0.000240322 0.000792786 4.39109e-05 0.0055826 -0.00639384 -0.00372448 -0.0363751 0.000309416 0.00288106 -0.0428019 0.00015154 -0.0318944 0.00539905
internal_weight=98.9897 61.6595 1.96807 37.3302 59.6914 1.85147 0.822781 57.5556 53.1792 1.24601 0.7452 51.9332 4.37638 2.15138 0.57084 0.325974 1.02869 35.4787 35.1534 34.8536 18.735 16.1186 15.5015 1.70458 13.797 13.0203 0.776676 12.5323 1.76341 10.7689
internal_count=4034 1670 55 2364 1615 156 75 1573 1296 134 84 1162 277 56 77 73 81 2208 2196 2187 742 1445 1383 296 1087 619 468 596 192 404
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=0 1 3 2 4 0 1 2 2 3 1 0 4 0 3 1 3 2 3 4 4 4 4 0 0 4 4 4 4 3
split_gain=0.0359801 0.151232 0.330839 0.0968187 0.278933 0.100375 0.0892227 0.177763 0.168936 0.147419 0.322761 0.243285 0.36844 0.213938 0.309205 0.126654 0.118941 0.0889523 0.245034 0.0829628 0.156507 0.072739 0.27584 0.145358 0.18655 0.228415 0.101348 0.273153 0.234715 0.279706
threshold=97.878695155250014 76.279622535200005 0.082535000000000011 0.20949500000000004 40.040005255000004 89.953120586650016 78.10777406390001 -0.59681499999999998 -0.092710000000000001 0.088655000000000025 73.037342029850024 99.239054969250006 40.80591513400001 98.674478761850011 0.087715000000000029 83.116371560950014 0.078105000000000022 0.13747000000000004 0.099855000000000027 34.654301448200009 32.051492741500006 37.038444968100009 36.620308449100001 89.813320763900023 89.582113364650013 36.124181380200007 40.633548727200008 40.280372415600006 40.206947806850003 -0.11789499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 5 -5 9 -8 15 13 -11 -12 -13 -2 -15 -9 -10 19 -19 20 -1 22 23 24 25 -21 27 28 29 -23
right_child=6 2 -4 4 -6 -7 7 8 16 10 11 12 -14 14 -16 -17 -18 18 -20 21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.057844949991282583 0.071135962757056984 -0.10302296720538349 0.075163009963000085 0.092820176891926745 -0.056024129865242626 0.028716553524666961 0.072395533797490724 -0.10256050042440717 0.068597367660648792 0.0086139046928190195 -0.10629888597165554 -0.10392014171186931 0.025935344680989195 -0.10506711166430063 0.022804423486568214 0.01526769402200117 0.00013111003306998356 -0.074672878971339438 0.0032687303354614243 -0.032615958601042695 0.047217096946819685 -0.064195975208178532 -0.058350304422358057 -0.010813826873717545 0.10205227226653407 0.094855368724973396 -0.00093344096709873671 0.023225037621421585 -0.039608512938973703 0.0056574556953374877
leaf_weight=0.17007912916005696 0.41503185505280071 0.12452332480825035 0.63846797812948353 0.3877107122025325 0.30647453530627888 0.66019967064494267 0.34664240725288653 0.27326131372853968 0.26482609817833225 1.270000290242024 0.64530163229937876 0.36427931064827135 0.54597980655671563 0.27047188503411235 0.62858090561348945 0.13694443273406876 6.0575676182240841 0.57937782681983563 1.3276386749930678 0.46500005029883995 0.85242603987717303 0.59113686651108466 0.97519344274769526 2.4986325733771082 0.28956123627722263 0.20148106786655262 49.506051553949874 7.3028752645186605 1.3477110788226117 18.919548534850041
leaf_count=76 15 71 43 24 35 35 75 188 130 15 51 54 20 97 5 329 482 48 27 37 59 33 37 57 6 30 1508 89 18 340
internal_value=0.00107065 0.00175688 0.0460823 0.00136536 0.0278917 0.0524339 -0.00425974 0.00255973 -0.00103592 -0.0159218 -0.0287911 -0.0593295 -0.0260319 0.0117499 -0.0156646 -0.0632243 0.00299896 0.000942825 -0.020411 0.00143275 0.0297415 0.00108017 -0.0113834 0.00187449 0.0350356 0.00591936 0.00179104 0.00658055 0.000753033 0.00354103
internal_weight=98.363 87.1441 0.762991 86.3811 1.35438 1.04791 11.2189 7.07924 6.7326 4.13965 2.82556 1.55556 0.910259 1.31408 0.899053 0.410206 6.32239 85.0267 1.90702 83.1197 1.02251 82.0972 4.42987 3.45467 0.956042 0.666481 77.6673 28.1613 20.8584 19.5107
internal_count=4034 2573 114 2459 94 59 1461 1204 1129 257 140 125 74 117 102 517 612 2365 75 2290 135 2155 167 130 73 67 1988 480 391 373
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=2 4 2 0 2 2 3 3 2 4 0 1 3 1 3 0 3 3 2 4 0 3 4 1 1 4 2 3 4 2
split_gain=0.0354495 0.219677 0.0536945 0.178052 0.0917421 0.109157 0.134648 0.276152 0.108734 0.267797 0.134809 0.0931961 0.0528747 0.09271 0.223068 0.0490801 0.105849 0.1058 0.187295 0.108476 0.125722 0.0875256 0.153882 0.0816454 0.140398 0.26358 0.0955417 0.0858842 0.0761716 0.065189
threshold=0.27538000000000007 39.051326806600009 0.20167500000000002 89.953120586650016 0.17076500000000003 0.13006000000000004 0.096665000000000015 0.089415000000000022 0.086310000000000026 37.999598532650005 78.236820054150016 61.93938686740001 0.11379500000000002 77.543197856500015 0.049900000000000007 71.249517373150013 -0.55648999999999993 -0.23921499999999998 -0.23375499999999999 48.86568841230001 71.131225215400022 -0.27628999999999998 40.040005255000004 57.772276765200012 61.622148808000013 35.419594101850009 -0.11963999999999998 -0.22900999999999999 40.750688432250008 -0.23375499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 8 7 -7 15 -10 -11 -6 13 14 -5 17 -17 -1 -19 20 -20 22 -18 26 25 -25 27 -23 -27 -29
right_child=1 -3 3 12 11 6 -8 -9 9 10 -12 -13 -14 -15 -16 16 21 18 19 -21 -22 23 -24 24 -26 28 -28 29 -30 -31
leaf_value=-0.10389653287605467 0.0051770700096431472 -0.10518857537945303 0.073215361258292103 0.033069382099694462 0.0032523014622305546 0.081940522113120043 0.085088030270222187 -0.069275082669792654 0.025725316976471686 0.040287655983924024 -0.10875865497575742 -0.048057421022859106 0.02711412740628303 0.016034015444216555 -0.080045847993887115 0.049511966122417532 0.019988198057088721 0.084318776564689099 -0.10225017357053146 -0.10707102129856577 0.10124888451824957 0.051152136444388964 -0.1077488910002254 0.069419569665353328 0.0014871131108052278 -0.080981496184712981 0.086210629202669059 0.011999090502115325 -0.015877584588973093 -0.10204435226124126
leaf_weight=0.13901975951830536 0.91557866937409815 0.22458985757089067 0.44094926473189788 0.29912055656313918 0.65668525174260028 0.23217786982695443 0.34445673786103725 0.25168446005409351 0.39890503102287667 0.071699824184179306 0.39500147114739548 0.76799549740098882 0.67306652665138234 0.84469906041204013 0.41792076161800651 0.45420989590138461 0.1801100628746316 0.15573023166325584 0.051633838646920505 0.15866598300635815 0.073680467903614044 0.21658609884616453 0.19796888030032278 0.19313611271900188 87.791788898864027 0.56566477779415436 0.24289071808925555 0.11111077916575596 0.26339331241615582 0.091315416022553109
leaf_count=97 89 63 29 8 8 26 14 23 14 3 120 40 4 46 35 30 40 33 56 16 2 7 35 24 3021 38 27 12 30 44
internal_value=0.000967003 -0.0165627 0.00117373 0.0151421 0.000776138 0.00116367 0.0373026 0.00328464 0.000837415 -0.0344374 -0.0858605 -0.024407 0.00368374 -0.00641411 -0.0328588 0.00117337 0.0013594 -0.0278553 -0.00381399 -0.0521446 0.0174002 0.00111599 -0.0468972 0.00131887 0.00105809 -0.0357887 0.0363099 0.00738367 -0.0602979 -0.0394464
internal_weight=97.8214 1.14017 96.6813 2.67576 94.0055 92.5808 0.828319 0.483862 91.7525 0.865606 0.466701 1.42468 2.23481 1.56174 0.717041 90.8869 90.3082 0.57873 0.439711 0.28398 0.125314 89.854 0.378079 89.4759 88.814 1.02219 0.661903 0.419012 0.829058 0.202426
internal_count=4034 152 3882 122 3760 3712 63 49 3649 137 123 48 93 89 43 3512 3308 204 107 74 58 3278 75 3203 3113 92 90 63 68 56
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=2 0 3 1 1 4 3 2 4 4 1 3 2 2 2 4 4 3 3 0 3 4 2 2 0 3 3 4 0 1
split_gain=0.112036 0.311274 0.598205 0.548431 0.541916 0.381528 0.339787 0.323726 0.31526 0.302194 0.720382 0.543426 0.31957 0.262065 0.251631 0.576578 0.232713 0.224498 0.292552 0.19732 0.334585 0.192939 0.318247 0.310689 0.414413 0.710148 1.08556 0.648084 0.300286 0.278727
threshold=-0.06828999999999999 86.329079026800017 0.10507500000000002 63.705703859100005 65.29995953045001 42.536568606950006 -0.24947 -0.037054999999999998 40.098777110850008 40.984321400500008 61.987779113750001 0.10371000000000001 0.11704500000000002 0.022350000000000005 -0.072524999999999992 39.337369931850013 40.340071172300007 0.093325000000000033 0.081280000000000019 87.278104746850019 0.43162500000000009 39.577821550850011 -0.14429 -0.10946499999999999 89.493394246350007 0.092505000000000018 0.09062000000000002 35.050303764500008 85.812895065800021 70.171445662850019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 6 5 -5 7 -2 -3 -4 16 12 13 -11 -12 21 -16 17 18 -8 -9 -21 22 -1 29 28 26 27 -26 -25 -24
right_child=1 3 8 4 -6 -7 9 19 -10 10 11 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00079617034215181124 -0.0015563848474258652 0.0015467192680604176 -7.2478989784312704e-05 -0.0016521313939193052 0.0001715555300878388 -3.2876196964372649e-07 0.00056871519545136963 0.00035462243417260891 -0.0021856009457901404 -0.0020867710303255345 -0.0014503657890000015 0.0017831372172009636 0.00073685955749180389 0.00038146852288874287 0.00061016610463138069 -0.0015090249930608329 0.0012050821838385458 0.0007313088770243266 -0.00096520217511888214 0.0016713651698187842 0.0002433957849799802 0.00014332033238100572 0.0011035541288513262 -0.00024180029681185227 0.0014057904256658987 -0.0017954805151883773 0.0018271342985277214 -0.0021214235585972239 0.0011683699464097475 -0.00019482106874768362
leaf_weight=2.2758070336944902 0.46643329549624368 1.9838902335613955 0.42463678866624721 0.64265148155391472 24.859321389329125 2.6375972479581824 0.90340543049387578 3.7849080385640255 0.75241757780895568 0.89731442712036391 0.51615769537966094 0.69489642605185498 0.1860554122395115 0.71784190184189356 0.85973241858300697 1.1590594075114493 1.229909563437104 1.7285750843584535 1.0152490472828501 1.4692535086069258 1.1055403500795362 54.326220062287916 1.5908867729594933 1.2925622526672653 0.26943749852648602 1.3171278465001703 0.78977278188358457 0.78022050663230402 1.0539658684283493 1.0587174316051458
leaf_count=401 62 24 9 25 917 23 11 30 45 99 33 6 18 16 22 32 12 28 35 49 6 1824 38 23 13 85 9 67 21 51
internal_value=0.000126475 0.000200918 -0.000114568 0.000283353 0.000125598 0.000649712 6.97828e-05 0.000855205 -0.00142327 0.000165924 -0.000322376 0.000396243 -0.00160185 -0.000384752 7.51741e-05 -0.000606536 0.000467513 0.000218791 -0.000242952 0.000639489 0.00105824 9.64271e-05 -0.000147859 3.31163e-05 -0.000232484 -0.000696411 9.05799e-05 -0.00121602 0.000391591 0.000584755
internal_weight=112.79 46.0161 9.53289 36.4832 25.502 10.9812 8.35584 8.34359 1.17705 7.8894 3.01227 1.9289 1.08337 1.234 66.7735 2.01879 4.87714 3.64723 1.91865 6.3597 2.57479 64.7547 10.4285 8.15269 5.50309 3.15656 1.83943 1.04966 2.34653 2.6496
internal_count=4034 1448 374 1074 942 132 320 109 54 258 172 55 117 49 2586 54 86 74 46 85 55 2532 708 307 218 174 89 80 44 89
is_linear=0
shrinkage=0.00196078


Tree=975
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 3 1 3 1 1 0 3 3 3 2 2 3 2 2 3 4 4 3 3 3 1 2 4 0 1
split_gain=0.0325976 0.333053 0.172587 0.129107 0.310547 0.124708 0.208518 0.118928 0.124294 0.303259 0.275742 0.271909 0.142392 0.317595 0.310091 0.365112 0.223101 0.16536 0.361898 0.375526 0.28728 0.158095 0.198822 0.233486 0.16316 0.417586 0.187706 0.153021 0.146414 0.200357
threshold=66.590419433100024 66.45599652655001 92.313586825200005 90.767723400200012 67.300172379550006 0.12535000000000004 68.910558799650019 0.11922500000000003 69.999384342500022 70.077349628250019 93.399723909900004 0.086555000000000021 0.075810000000000016 -0.067029999999999992 0.04932000000000001 -0.037054999999999998 0.078905000000000017 -0.079634999999999997 -0.08786999999999999 0.083495000000000028 42.283941020600004 37.038444968100009 0.085610000000000019 0.11334500000000002 0.10608500000000003 74.058956119450016 0.066710000000000019 40.664404858950007 94.75470680765001 71.787208999250012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 7 -7 8 10 -10 11 -4 13 14 15 -11 27 18 19 -18 -20 22 -19 -24 26 -26 28 -14 -23 -30
right_child=2 -3 5 -5 -6 6 -8 -9 9 12 -12 -13 16 -15 -16 -17 17 21 20 -21 -22 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0014648833747949437 0.050846901292706873 0.06136338411983086 0.031086398402965593 -0.056064000340453071 -0.078412726219661014 0.00052224391564678261 -0.10500579263477879 0.063031333474540416 -0.085862211148354128 -0.012842304526927618 0.047733925089501007 -0.055223787942482339 0.099820119148887457 -0.10886231517712629 -0.10636621752486995 0.10083041747684754 -0.10359013810499121 0.0079930383229989618 -0.10543995384593617 0.0011219467997010718 -0.0029795465579704342 0.06025083702917932 -0.10688454510202222 0.04599640060507678 0.031063345759726635 -0.11016262717533404 -0.0019894098077514722 0.020991149727820103 -0.039939354437942831 0.02152462471727834
leaf_weight=60.163228008633723 0.45984820096054935 0.94283307436853547 0.7308895547903369 0.98141985516485875 0.31195683834630472 0.50175198167562385 0.29871952625171616 0.30701271572615851 0.41949358303100126 1.9811712445849146 1.6398085695145708 0.72913564741611481 0.35239765553274327 0.36174879683005912 0.28980118826513024 0.32956623950576647 0.35733815349227072 0.69672986171553819 0.66695952691452365 8.2418790825169577 0.46404043782058579 0.86493019456974618 0.4356264677122681 0.12962238653926761 0.45691645238548595 0.38645489276836997 5.9217631088031348 0.81754008355505903 0.57465778966434289 6.8784618711792973
leaf_count=1655 13 15 22 81 62 2 67 14 13 159 63 18 31 101 102 17 228 10 112 440 37 45 80 6 13 35 137 205 22 229
internal_value=0.000975621 0.00238908 -0.00138504 -0.0319992 -0.00139871 0.000155775 -0.0388587 0.00107339 0.00050939 -0.00142192 0.0195912 -0.0120169 -0.000249301 -0.021071 -0.00885876 0.00337013 0.00201457 9.77978e-05 -0.0102235 -0.00322934 -0.0634013 0.00624201 -0.0277585 -0.071826 0.00908676 -0.0336501 0.0116179 0.0447353 0.0213052 0.0167856
internal_weight=97.6937 61.1061 36.5876 1.75322 0.771805 34.8344 0.800472 34.0339 33.7269 30.6271 3.09983 1.46003 30.2076 2.96229 2.60054 2.31074 27.2453 26.0754 9.73022 8.59922 1.131 16.3452 1.26198 0.565249 15.0832 0.843371 14.2398 1.16994 8.31805 7.45312
internal_count=4034 1670 2364 156 75 2208 69 2139 2125 2022 103 40 2009 379 278 176 1630 1394 817 668 149 577 96 86 481 48 433 236 296 251
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=2 0 1 3 1 4 2 3 3 3 2 4 1 2 4 0 3 4 2 1 2 3 2 3 4 2 2 3 0 0
split_gain=0.13731 0.348101 0.739848 0.661924 0.515761 0.42865 0.652712 0.34106 0.396434 0.322711 0.840205 0.534671 0.319608 0.275745 0.530261 0.261969 0.414314 0.248608 0.319208 0.411706 0.785391 0.782699 0.367685 0.495597 0.495633 0.28607 0.271807 0.233039 0.397159 0.49575
threshold=-0.06828999999999999 86.329079026800017 63.705703859100005 0.10507500000000002 65.29995953045001 42.536568606950006 -0.041369999999999997 -0.24947 -0.24663499999999999 0.099855000000000027 -0.056724999999999998 41.289992964000007 57.772276765200012 -0.072524999999999992 39.337369931850013 87.278104746850019 0.43162500000000009 39.792680591700012 -0.14429 69.238550691600025 -0.091639999999999985 0.090735000000000024 -0.24468499999999999 0.084360000000000018 36.79544512155001 -0.10946499999999999 -0.11103999999999999 0.082535000000000011 85.57631075030001 85.121961326250016
decision_type=2 2 2 2 2 2 2 2 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 3 5 7 -4 6 -3 -2 -9 10 -10 -12 -13 17 -15 -8 -17 18 22 25 21 -21 23 -1 -25 -20 -23 -19 29 -29
right_child=1 2 4 -5 -6 -7 15 8 9 -11 11 12 -14 14 -16 16 -18 27 19 20 -22 26 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0011544911143561898 -0.0014815248958347212 0.002044585682928605 -0.0015942024899014977 -0.0014705369963229479 0.0001456878805211893 6.1281717826928683e-06 0.00035384361338487643 0.0020347831708731408 -0.0025797162817562738 0.00061022944129528016 0.00031978062357177069 0.0011302877958378756 -0.0021499951810434953 0.00057928164672378841 -0.0014064807319798327 0.001740279887330008 0.00018257899176151937 -0.0001061006814448835 0.0011506519173473597 -0.0017821606097983707 -0.001869455311710153 4.2260134099896327e-05 -0.0021222140737542391 0.00043048122433041468 -0.0017602906709323939 9.66573122316818e-05 0.0014951882057015397 0.00021974129161609208 0.00023573732258389359 -0.0021183137906024491
leaf_weight=0.59273056511318589 0.51958404010656423 1.5965516790747631 0.67238580365665512 1.2389944097085379 25.383955731977039 2.6120352698490015 4.3000268349423996 0.41046486282720973 0.52439943648641651 2.6903045686922269 3.9740843796171275 0.14190863704607171 0.58478940346685704 0.84926250521675628 1.3214866380967576 1.6715784426778557 1.0810355991125105 12.048614829975348 1.2978974244324488 0.65012797161489366 1.1230510954758299 1.1032273360508504 0.59198328803313405 0.63943269583069184 1.047335369441498 4.1740359630202857 0.89795277259418016 0.78294021815236081 42.491116937357674 0.62860882352106273
leaf_count=77 62 19 25 54 917 23 32 5 11 35 82 61 64 22 32 52 6 903 34 57 102 32 198 58 78 73 28 98 741 53
internal_value=0.000113399 0.000194943 0.000282292 -0.000128287 0.00010079 0.000702252 0.00091248 5.97217e-05 0.000155904 5.84727e-05 -0.000225612 3.7002e-05 -0.00150943 5.83681e-05 -0.000629591 0.000656198 0.00112852 8.03074e-05 -0.000174321 3.0265e-06 -0.000495156 8.69754e-05 -0.000745387 -0.000387826 -0.000929796 0.000346656 0.000694206 0.000135454 0.000201746 -0.000821471
internal_weight=117.642 47.4021 37.3176 10.0845 26.0563 11.2612 8.64919 8.84554 8.32595 7.91549 5.22518 4.70078 0.726698 70.2398 2.17075 7.05264 2.75261 68.0691 12.1178 9.24629 3.77436 2.65131 2.87148 2.2795 1.68677 5.47193 2.00118 55.9513 43.9027 1.41155
internal_count=4034 1448 1074 374 942 132 109 320 258 253 218 207 125 2586 54 90 58 2532 737 326 219 117 411 213 136 107 60 1795 892 151
is_linear=0
shrinkage=0.00196078


Tree=977
num_leaves=31
num_cat=0
split_feature=3 1 1 3 0 1 0 2 4 0 1 4 4 3 2 2 3 0 0 3 3 0 3 2 2 2 2 3 1 1
split_gain=0.0340643 0.11372 0.0850162 0.0577632 0.182963 0.338065 0.191735 0.200349 0.137737 0.565875 0.409484 0.298505 0.255073 0.136848 0.120428 0.271993 0.109822 0.095668 0.430235 0.320059 0.173372 0.280331 0.150803 0.101399 0.155369 0.295556 0.277985 0.311807 0.641244 0.269896
threshold=0.41214500000000009 62.079186690200011 62.213609596700003 0.10249000000000003 86.565663342300013 63.353515844050008 86.135510041400025 -0.053159999999999992 38.179089776100007 93.953546284800012 71.015621515800021 40.583589072600013 37.311503175250003 0.10608500000000003 -0.070909999999999987 -0.117885 0.10184000000000003 85.705356740550016 85.791387400750025 0.094175000000000023 0.092075000000000032 85.624702996650015 0.091645000000000018 -0.093879999999999991 -0.06483499999999999 -0.054619999999999995 -0.075639999999999999 -0.14860999999999999 71.787208999250012 67.192634054300015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 16 6 -6 7 -5 12 -10 -11 13 14 -12 15 -7 17 19 -19 20 21 -1 -23 -20 26 29 -25 -28 -29 -26
right_child=1 2 -4 4 5 8 -8 -9 9 10 11 -13 -14 -15 -16 -17 -18 18 23 -21 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0057723570353679574 0.03011762125774441 -0.033514305907538698 0.0081348185483873531 0.0019020791458866093 0.033532473519298223 0.012736146633560262 -0.043611722751717021 -0.037981817734278167 -0.075787934175886973 0.096257357661325149 -0.018123937578640004 0.021032458750286337 0.062937583335380201 -0.10893834625644715 0.018012181303577107 -0.08114713294212203 0.032048004702952097 0.06200169964230709 0.0067333219540736946 -0.081582958040727446 0.060542091313842798 -0.08733477264019697 -0.013011946266926198 -0.0026689008966281989 0.075913419658766856 0.00065649953377664751 0.019569595233608642 -0.088740141354825997 0.014261167898619498 -0.0020250123828832556
leaf_weight=3.321010769757776 1.652202462311833 0.69335688650608096 1.6719128235458809 5.4831997701621722 2.9196255765855295 0.70368246299790405 1.8223107079975305 1.6350460712747032 1.2205756832845511 0.43417888693511519 0.32234691287248995 1.0343191123893118 0.65951263154056494 0.34195697878885767 1.0065521038009138 0.54961402528113024 1.1817892038552589 1.1873445326928038 22.643895555137917 0.58143598955211917 0.39381814663647663 0.58320633556286317 0.51326280832290649 15.786362527850942 1.0371942231431592 23.800462340301586 0.82299899231929918 1.6513559980085077 0.95336139592154712 0.77729894351796236
leaf_count=687 20 5 62 82 24 16 26 42 29 7 11 49 28 33 31 40 27 29 1189 47 22 39 3 464 19 867 11 39 33 53
internal_value=0.000971079 0.00998731 -0.00407424 0.000583124 -0.00448332 0.00542309 -0.0146687 -0.00725917 -0.00766032 -0.0214864 0.00958962 -0.0125632 0.0082213 -0.0648715 -0.00774707 -0.0284349 0.00180423 0.00132157 0.00232889 -0.0115035 -0.00303455 -0.0087024 -0.0525439 0.0012788 -0.00147637 0.00362241 -0.00827372 -0.0340868 -0.0510403 0.0425259
internal_weight=97.3852 4.01747 2.36527 93.3677 18.1329 9.19236 8.94056 7.11825 6.27274 3.35338 2.1328 1.69862 2.91936 0.664304 2.25985 1.2533 75.2348 74.053 68.6603 5.39273 4.8113 4.41748 1.09647 67.4729 44.829 25.615 19.2141 3.42772 2.60472 1.81449
internal_count=4034 87 67 3947 418 268 150 124 244 129 100 93 115 44 87 56 3529 3502 2704 798 751 729 42 2675 1486 939 547 83 72 72
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 3 0 1 0 2 4 0 3 1 2 2 2 4 1 0 3 3 4 1 1 2 2 3 1 4
split_gain=0.0328498 0.124634 0.0912508 0.0660231 0.0393581 0.0748181 0.0438548 0.134976 0.28111 0.087744 0.232616 0.0804205 0.0779618 0.119543 0.164589 0.0898689 0.171414 0.219748 0.118273 0.234562 0.169628 0.28189 0.102379 0.10104 0.0778558 0.0643385 0.0585492 0.214107 0.108722 0.0677166
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 103.48144189910001 102.31465107045001 0.096665000000000015 97.878695155250014 76.279622535200005 97.096353839300008 0.20949500000000004 40.040005255000004 89.953120586650016 0.078105000000000022 80.882262854550007 -0.58287999999999995 -0.083424999999999985 0.066710000000000019 40.94178426300001 78.285212300550015 99.642323688800005 0.088655000000000025 0.10828500000000003 40.159267750750011 81.788273244500019 83.468559576050012 -0.25236500000000001 0.13747000000000004 0.099855000000000027 63.705703859100005 34.654301448200009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -6 7 9 -9 26 11 -11 13 14 -8 18 17 22 20 -20 -14 -22 -17 -21 25 -25 29 28 -28 -1
right_child=1 -3 -4 -5 5 -7 12 8 -10 10 -12 -13 15 -15 -16 16 -18 -19 19 23 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.027099479888709834 0.00086741531815710078 -0.10199456148421726 0.072862267729044292 -0.067417022694365558 0.047326086765080558 -0.0040358563293692567 0.086862833651060956 -0.081129283537806851 0.077467328592447815 0.089869644907901669 -0.052376128174797566 0.029610686149768136 0.022536987561591757 0.079399334399331278 -0.10157635243667953 -0.052348310238249762 -0.0064366630052957868 -0.1034362163149411 -0.059692305541940008 0.08501212690781082 -0.084409492183598084 0.0093012999271472573 0.025355553287438316 0.09696197938836959 -0.057592347132680549 -0.037555799724828302 -0.016072931409713911 0.0050600596445228053 -0.10735985964075617 0.00085930588229965888
leaf_weight=0.99554254872327774 0.56305056759629113 0.14740330253448519 0.13543356072477764 0.18916869630514555 0.52390262806147692 0.61835261341184378 0.078120081423548982 0.14001720599117007 0.55379847432777751 0.33850889113091287 0.28380837926601998 0.64058958063833416 1.0354329896945271 0.25628649131067505 0.11397713684345845 0.34602837591228197 3.7861461774737108 0.4663991240595351 0.21201875200495113 0.51094814399402821 0.57037740843952611 0.73417294686078094 0.33248396357521415 0.10836326004937225 0.10571679007261992 0.052919774141628961 0.22142921010890759 1.3048967344220725 0.31759405596676515 81.108033782100392
leaf_count=135 20 217 20 703 42 5 4 98 16 24 35 35 23 22 70 40 76 52 5 20 42 24 6 4 10 56 21 27 27 2155
internal_value=0.000878686 -0.0168408 -0.00270015 -0.0163048 0.00107022 0.0195216 0.000847461 0.00153298 0.0454613 0.0011753 0.0273379 0.0504443 -0.00591407 0.0346965 -0.0249439 -0.00811829 -0.0166894 -0.0505945 0.00457398 0.0335487 -0.00768423 -0.0316711 -0.0142719 0.0589602 0.0091056 0.0528244 0.000781706 -0.0168408 -0.0698595 0.00117748
internal_weight=96.7909 1.03506 0.887653 0.752219 95.7559 1.14226 94.6136 85.9042 0.693816 85.2104 1.26291 0.979098 8.70939 0.448384 0.192097 8.26101 4.93106 1.14491 3.32995 0.989967 2.33998 1.30455 0.678512 0.777948 0.267 0.161283 83.9475 1.84392 0.539023 82.1036
internal_count=4034 960 743 723 3074 47 3027 2573 114 2459 94 59 454 96 74 358 174 98 184 95 89 66 46 90 70 60 2365 75 48 2290
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=2 0 2 1 3 2 4 3 4 1 3 2 1 4 3 3 1 1 4 1 3 2 4 2 0 1 3 3 0 3
split_gain=0.0337716 0.197908 0.482825 0.538446 0.42036 0.328854 0.284809 0.219006 0.158331 0.590823 0.498861 0.197525 0.187346 0.159949 0.161098 0.375064 0.127938 0.440382 0.21112 0.188584 0.217995 0.125341 0.377062 0.328578 0.2366 0.197536 0.267429 0.674085 0.124158 0.425742
threshold=-0.06828999999999999 86.329079026800017 -0.055334999999999995 70.171445662850019 0.10507500000000002 -0.059424999999999999 39.861052345600008 -0.24947 40.984321400500008 61.987779113750001 0.10371000000000001 0.022350000000000005 61.923256118600001 40.340071172300007 0.093325000000000033 0.08376500000000002 63.705703859100005 65.29995953045001 41.50623664750001 61.998532946250002 0.087475000000000011 -0.077085000000000001 41.571132012400007 -0.078649999999999984 94.496614827150012 62.014663695050011 0.094375000000000028 -0.24663499999999999 93.399723909900004 0.11278000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 4 3 -3 7 -5 -6 -2 13 12 11 -11 -10 14 15 -9 18 -18 19 -4 -21 23 25 -1 -25 -23 27 -27 29 -19
right_child=1 2 16 5 6 -7 -8 8 9 10 -12 -13 -14 -15 -16 -17 17 28 -20 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=4.9978619853633726e-06 -0.077926855686996838 0.084850509247910058 0.005916350062343808 -0.10578562016146449 0.0022729745674897428 0.080482666819501614 -0.11017077579190993 0.025690243810681475 -0.0091800263962692023 -0.0746186190491753 0.089895979300815665 0.011546692061401792 -0.11362216937622444 0.049094336760788178 0.027392571441933179 -0.071361000891945595 -0.089937414724197098 -0.034043143215277745 -0.0029020688517760154 0.008426458590478015 0.070009304447352913 0.022160214908194548 -0.066072767651467218 0.092714912639635438 -0.021185675413755191 0.015189730236053335 0.0079731986142832761 -0.094481998535953238 0.0047970878006317668 0.078471322667535037
leaf_weight=48.768756849572242 0.36275163491518458 1.4508016062900448 1.989771261811258 0.28194805660950795 0.34273554105311621 0.14277978299651295 0.65719455763610313 0.86723408172838323 0.2367174490109395 0.44669495123525826 0.60126755386590947 0.65785965738268715 0.62577308816253208 0.99356973823159922 1.4184260284528134 0.73626924135896843 0.53889087424613791 2.3653870436191968 3.9602763731963933 0.91088644624687765 1.5579584892839191 2.0734005291014901 1.1246862728196445 0.65141579229384561 0.25328524799851948 1.1166301779448986 2.4433002950538594 1.1251426453584372 17.352724305790218 0.39204148482531298
leaf_count=2352 62 36 19 50 8 10 46 15 95 33 6 16 22 12 28 31 21 120 37 38 20 14 37 71 17 5 39 51 712 11
internal_value=0.000791876 0.00306834 0.00668341 0.0558597 -0.0110086 -0.0431682 -0.0716296 -0.00228249 0.00188533 -0.0175052 0.0165995 -0.0232996 -0.0849572 0.0142875 0.00284351 -0.0188721 0.00351044 -0.000725705 0.0139004 0.0288249 0.0472882 -0.00074629 -0.0124604 0.00111274 0.0608267 -0.00353874 -0.0149119 -0.0398544 0.0016649 -0.0180462
internal_weight=96.4466 38.89 30.9435 1.87553 7.94649 0.424728 0.99993 6.94656 6.58381 2.56831 1.70582 1.10455 0.862491 4.0155 3.02193 1.6035 29.0679 20.649 8.41889 4.45862 2.46884 57.5566 7.88316 49.6735 0.904701 6.75847 4.68507 2.24177 20.1102 2.75743
internal_count=4034 1448 1074 96 374 60 54 320 258 172 55 49 117 86 74 46 978 864 114 77 58 2586 146 2440 88 109 95 56 843 131
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=1 0 1 2 4 0 4 1 3 4 2 0 4 0 1 4 4 4 1 2 3 1 4 3 0 0 1 1 3 0
split_gain=0.0926744 0.370498 0.270954 0.270561 0.215573 0.313618 0.49918 0.237957 0.253864 0.289775 0.232734 0.227153 0.261121 0.417029 0.213844 0.319997 0.678269 0.472331 0.215176 0.576853 0.992177 0.263053 0.353259 0.672859 0.552223 0.769428 0.642724 0.588289 0.520565 0.294232
threshold=64.665483411650015 89.705782438650019 65.29995953045001 -0.11347 41.975471476700008 86.329079026800017 42.434124620650003 62.132955852800002 0.087555000000000022 43.120094701700005 -0.078649999999999984 85.683849075550015 42.719328117250008 84.226704768850013 62.154463517850012 39.792680591700012 38.625745710700009 41.741384785950011 62.052302108850007 -0.085584999999999994 0.10010000000000002 61.987779113750001 40.633548727200008 0.092075000000000032 85.764502819450016 85.667718326750006 58.613764160050003 61.923256118600001 0.086955000000000018 85.963448721100022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 14 6 -6 8 9 10 -7 12 -8 -14 18 16 -16 -17 21 -20 -21 22 23 28 25 26 -24 -26 -1 -23
right_child=2 -3 -4 -5 5 7 11 -9 -10 -11 -12 -13 13 -15 15 17 -18 -19 19 20 -22 29 24 -25 27 -27 -28 -29 -30 -31
leaf_value=-8.4032357655199224e-05 -1.0856573299081503e-05 0.0012886694180147286 6.8769956217933317e-05 -0.0021609879738682131 -0.0020721797236609254 0.00066514151436831363 0.0013231325946552179 -0.00016670259655281994 -1.183765153462306e-05 0.00018468948794474836 0.0020220086328194453 -0.00058581571009240409 0.00023644900577552176 -0.0020134380903701569 0.00088072961826916147 0.0013391960158171499 -0.0016350800535350788 0.00010339609144019256 0.00028412573911742848 -0.0016116564236936695 0.00031215013301301496 0.0001685272112521546 0.001193451571829628 0.00063799920165777879 2.9356353035589333e-05 0.0013373668164891703 -0.0021958125293103019 -0.0014404275689706072 -0.0022452699105905143 0.0008085242438341944
leaf_weight=2.2846000556601269 0.48208061594050378 1.1014998562168319 49.732764601944666 0.42194387709787307 0.60657132540655112 1.1418499853461979 0.60797719010952311 5.3623457290232182 3.4832606557756662 1.9933070503175256 0.84616385959088658 3.0219973226776347 2.0253023249824769 0.37546043537440699 0.96691329827080952 2.7302594087086618 0.71791825955733657 2.1064878450706601 6.6007961751893163 2.0634458381682617 2.0592997670173645 5.5565122392727044 0.34302497106546015 7.369928142754361 2.1482471488416195 1.5292847901582716 0.5768987443880178 2.0423949752002954 0.52739166725223174 5.4911228362470865
leaf_count=168 72 37 2466 39 66 22 29 45 35 10 54 96 198 83 54 60 14 15 31 31 14 43 44 85 27 9 74 24 32 57
internal_value=0.000112466 0.000161062 4.94319e-05 -0.00101441 0.000141829 -3.06447e-05 -0.000376645 0.000148394 0.00037475 0.000712976 0.00124267 -0.000206108 0.000175272 -0.000115416 0.000216241 0.000544637 -0.000191274 0.000800984 0.000160747 -7.52829e-05 -0.00065072 0.000251566 9.71878e-05 0.000326647 -0.000254677 0.000484988 -0.00093201 -0.000686973 -0.000489374 0.000486632
internal_weight=116.317 65.6803 50.6368 0.904024 64.5788 19.4642 6.63731 12.8269 7.46458 3.98132 1.98801 6.03074 3.00874 2.40076 45.1145 6.52158 1.68483 4.83675 38.5929 10.7235 4.12275 27.8694 16.8218 10.1819 6.63985 2.44921 0.919924 4.19064 2.81199 11.0476
internal_count=4034 1457 2577 111 1420 638 472 166 121 86 76 406 310 281 782 143 68 75 639 76 45 563 463 285 178 127 118 51 200 100
is_linear=0
shrinkage=0.00196078


Tree=981
num_leaves=31
num_cat=0
split_feature=1 2 1 0 4 4 4 2 2 4 3 4 2 4 2 3 1 2 3 4 2 2 1 3 3 0 1 2 2 4
split_gain=0.0331353 0.127831 0.0816908 0.0460902 0.0959953 0.0410249 0.0468049 0.0352867 0.137977 0.327312 0.289187 0.386611 0.203734 0.392754 0.24466 0.134133 0.289242 0.101627 0.148977 0.0969131 0.093223 0.128147 0.104991 0.181594 0.15937 0.269757 0.14167 0.0868543 0.0813096 0.0639485
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 101.36293689230001 38.903925214650009 42.522337019050006 42.536568606950006 -0.037054999999999998 -0.0034049999999999996 41.872294782850005 0.084565000000000015 40.280372415600006 0.048475000000000011 40.636252116050009 0.022350000000000005 0.10469000000000002 62.154463517850012 0.05399000000000001 0.093580000000000024 40.159267750750011 0.059320000000000012 0.066710000000000019 62.057679025150001 0.10301500000000002 0.11278000000000003 90.297243227400017 61.622148808000013 0.24901000000000004 -0.039434999999999998 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 -3 -7 28 9 10 -9 -12 13 19 -15 16 -11 18 -14 -10 -19 -22 23 26 25 27 -23 -24 -1 -27
right_child=1 5 -4 4 -6 6 -8 8 12 15 11 -13 17 14 -16 -17 -18 20 -20 -21 21 22 24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00017832983370999803 0.081891675309190115 -0.10239919527495361 -0.10153009092701469 -0.10178370638539032 0.053919021057796751 0.10079907481318523 -0.10046426844252648 0.079130297753841922 -0.023524470342167425 0.0038797362159637555 -0.014052537106849842 0.051664738394011471 0.081826868628406185 -0.10982066559836706 0.016269964765317068 0.003743283757135495 -0.10974014333911447 -0.033283260446012819 0.0043582889538907972 0.016964768098001928 0.025714548756284046 0.0078315738126515638 -0.10832440704945107 -0.011828163425999528 0.027745030050108727 -0.017197241068468355 0.096877865600755231 -0.025341915150232444 -0.028671993753213301 0.0018017489292650895
leaf_weight=67.62607620369522 0.12268274583402672 0.18291283113501222 0.051550057265799865 0.059240849791422079 0.11941046386925791 0.023782283067703247 0.022473839163353659 1.0343802906863873 1.1363096186396466 0.58561799287781502 1.7743541714880851 1.8066931496141476 0.40258709967019857 0.67237780382856716 0.1995579875583644 2.8927505735773593 0.3628964859090047 0.71834981919800966 0.64747458323836327 1.2322037275880573 2.2063047651718071 0.30859723544926854 0.34224536530564176 0.7000581466127187 1.3303735897425202 2.7126757022924721 0.42435965500771999 0.19974230812022142 0.99119586915185109 5.1068012255218491
leaf_count=2198 12 290 398 27 81 1 151 49 31 33 34 34 53 54 53 29 30 42 5 14 27 40 45 15 35 102 17 13 13 108
internal_value=0.000818245 -0.022969 0.0147968 0.0346972 0.00228793 -0.0811223 0.00301396 0.000963354 0.00404069 0.014608 0.0325558 0.0191028 -0.000831941 -0.0235835 -0.0809626 -0.00695705 -0.0395906 0.00405067 0.0340593 -0.00246021 0.00180783 0.00369871 -0.000667517 0.0245967 -0.00440303 -0.00951804 0.0593867 -0.0777423 -0.000238421 -0.00478924
internal_weight=95.996 0.582053 0.352884 0.301334 0.178651 0.229169 0.0462561 95.414 26.7967 8.45669 4.61543 3.58105 18.34 3.24045 0.871936 3.84127 0.948514 15.0996 1.05006 2.36851 14.0495 13.3312 11.1249 1.43302 9.69184 8.36146 0.732957 0.541988 68.6173 7.81948
internal_count=4034 960 518 120 108 442 152 3074 863 209 117 68 654 152 107 92 63 502 58 45 444 402 375 72 303 268 57 58 2211 210
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=4 3 0 3 3 0 4 0 3 1 3 1 2 2 4 3 3 0 3 2 4 4 2 1 4 2 3 3 2 3
split_gain=0.0328583 0.114892 0.0784718 0.0321765 0.178772 0.0733692 0.0621544 0.0311964 0.109708 0.0800541 0.0648045 0.055963 0.0364534 0.174745 0.295096 0.167072 0.385773 0.390665 0.295975 0.448805 0.577424 0.332316 0.26255 0.380319 0.217848 1.16392 0.170148 0.237293 0.141085 0.133238
threshold=32.724174661450007 0.088555000000000023 92.805574663100018 -0.27628999999999998 -0.55648999999999993 76.451683855550016 40.040005255000004 102.89804648475001 0.090735000000000024 79.40629934090002 0.09062000000000002 81.011308844800013 -0.06483499999999999 -0.058374999999999996 41.147265497500008 0.084360000000000018 0.086520000000000027 96.851704149400021 0.049900000000000007 0.066710000000000019 39.525197829750006 40.413896136950008 -0.018034999999999999 65.084882880000023 41.218101594450012 -0.033799999999999997 0.091645000000000018 0.088350000000000026 -0.053159999999999992 0.097450000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -6 12 9 -9 11 -11 -5 14 -14 18 17 -17 21 20 -20 -15 -23 -24 26 -26 27 -18 -28 -27
right_child=3 -3 -4 7 6 -7 -8 8 -10 10 -12 -13 13 15 -16 16 24 -19 19 -21 -22 22 23 -25 25 29 28 -29 -30 -31
leaf_value=-0.10099405370146536 -0.017144022693260513 -0.082245716450625464 0.062858428872794164 -0.00035976697515618006 -0.027024364981717359 0.057190068556509356 -0.10658313026835385 0.069934234031150844 -0.10200081206754844 -0.10216902144646621 0.10149345916986707 -0.013458774311457065 -0.003646939878986444 0.0049735387176701035 0.082270453681625028 -0.11390245956612879 0.01586130152052306 -0.0014397711915867658 0.015700737570205001 0.00048504221878899835 0.098231758403015457 -0.11188093225974705 0.092800657655141436 -0.10955542718510364 -0.12228213736459098 -0.014888090447681621 0.041974195436855544 -0.045184978516892203 0.0088022815065400412 0.012775323684157526
leaf_weight=0.036841085159720843 0.26466820952555281 0.19368277783564736 0.14145293267289105 56.809428264508824 0.18715243966494099 0.26646378276018368 0.20659351128870185 0.12613765036985469 0.13067414321079696 0.080624135939842745 0.043842639774084091 0.60286121229123069 0.86828978899575193 3.7254504214652098 0.74085102293611271 0.61162840401562124 1.2400378142192523 0.62401045789010823 2.0199607252143328 3.7529898991469963 1.4608046563080277 0.49127609777951864 0.20109605512516282 0.17259209456460667 0.86655538895502093 3.1253319651959819 1.4731443943455804 1.3088072637183357 9.889480370882664 3.9309445246835821
leaf_count=68 34 55 75 1856 34 16 67 17 188 39 1 608 28 59 21 58 28 22 20 65 72 25 65 32 37 116 27 53 171 77
internal_value=0.000739872 -0.0289233 0.0290014 0.000855749 -0.0177055 0.0201487 -0.0687678 0.0010378 -0.0166733 -0.00360879 -0.0163631 -0.0239231 0.00122459 0.00369031 0.0359096 0.00220452 -0.00274927 -0.0571076 0.0118698 0.0244731 0.0503373 -0.00799107 -0.0638304 -0.000659787 0.000326956 -0.0129089 0.00786504 -0.0154854 0.013103 0.000522778
internal_weight=95.5937 0.371977 0.178294 95.2217 0.924878 0.531132 0.393746 94.2968 0.98414 0.853466 0.727328 0.683485 93.3127 36.5033 1.60914 34.8941 23.0699 1.23564 11.8242 7.23376 3.48077 4.59041 0.864964 0.373688 21.8343 7.92283 13.9115 2.54885 11.3626 7.05628
internal_count=4034 198 143 3836 151 50 101 3685 853 665 648 647 2832 976 49 927 589 80 338 157 92 181 122 97 509 230 279 81 198 193
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=0 1 3 0 1 2 0 4 3 0 2 2 2 4 4 0 0 3 3 2 3 0 1 3 2 2 1 4 2 0
split_gain=0.108284 0.244209 0.195246 0.161523 0.517119 0.328183 0.301354 0.658795 0.685045 0.261217 0.244246 0.510327 0.443831 0.525449 0.438253 0.360631 0.300818 0.253594 0.225118 0.218266 0.214559 0.34432 0.246991 0.388614 0.437274 0.508337 0.361414 0.424927 0.285628 0.625465
threshold=85.667718326750006 62.052302108850007 0.11922500000000003 85.812895065800021 62.025417527550012 -0.088224999999999984 85.995710218650018 40.636252116050009 0.10932000000000001 86.135510041400025 -0.06828999999999999 -0.075639999999999999 -0.058374999999999996 40.241071441700008 39.337369931850013 86.329079026800017 94.354126546200021 0.12535000000000004 0.11379500000000002 -0.070909999999999987 0.10433500000000002 97.521130223850008 69.873026810350026 0.083495000000000028 -0.079634999999999997 -0.08786999999999999 76.279622535200005 42.283941020600004 -0.083424999999999985 86.83719761350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 -5 -9 -8 11 17 13 16 19 -14 -12 18 20 -13 22 -22 28 -24 25 -25 -27 -28 -11 -30
right_child=3 -3 -4 6 -6 -7 9 8 -10 10 12 14 15 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 26 27 -29 29 -31
leaf_value=7.0912170155232272e-05 0.00060162623226390501 -0.0014398421542993157 -0.0013627453597369519 0.00033565653136607732 0.0012950915200072811 -0.00035268145950377756 0.00059252748821278728 -0.0016757878502716888 0.00024238959482019681 0.00034799418217006187 0.0011772510409292713 -0.00070975695142367116 -0.00063378112812344082 0.0017937977469502382 -0.0013792850488516134 0.00025085863426963433 -0.0020628954031065255 -0.00090100215232014448 0.0010653864672979961 0.0007832297556820564 -0.0015802657129117821 6.3898148111402704e-05 -0.0012047773548907294 3.3695247522255691e-05 0.0010177853639398802 -0.0021321537707003897 -0.0021614668194038793 0.0013579125176252018 0.00034059383830371235 -0.00088323988224168614
leaf_weight=7.6442448350117012 2.7603502515703435 0.4782629718101824 0.38354054128285486 3.1789090465754262 1.9570391421439124 2.7816342259757216 5.0369648806517935 1.8713253284804525 1.1592487066518513 20.725590192123494 0.19531454890966315 0.72603867164207259 1.8714770227670658 1.3797916863259159 1.7426666537339768 33.229666051324784 0.25268110586421244 0.96136439117481032 0.94168744552234684 0.7819271858534258 0.74914958269800935 1.4139973002338591 1.1095094918408097 9.0671337216325565 1.4492794672623848 0.77274170238524564 0.22004048450457958 0.32927887127152644 4.3316383343189875 2.5510940887033939
leaf_count=648 22 170 24 27 46 35 58 51 7 279 5 29 32 30 41 997 45 51 30 12 19 45 656 394 18 57 56 20 73 57
internal_value=0.000133994 -7.86759e-05 2.41684e-06 0.000151464 0.000428618 0.00012264 0.000129825 -0.000287936 -0.000942051 0.0001587 0.000132932 4.05095e-05 0.000252745 0.00119475 -0.000709559 0.000203693 -0.000650275 9.515e-05 0.000117084 6.44031e-05 9.61801e-05 -0.000505515 0.000128273 -9.51669e-05 8.8265e-06 -0.000131922 -0.00126778 -5.18429e-05 0.000233063 -0.000113022
internal_weight=112.054 8.50605 8.02779 103.548 7.49902 5.54198 96.0485 6.20948 3.03057 89.839 84.8021 47.8731 36.9289 1.82779 3.25063 35.1011 0.447996 44.6225 43.6611 1.50797 42.7195 2.16315 40.5563 12.948 11.8385 10.3892 1.32206 0.549319 27.6083 6.88273
internal_count=4034 842 672 3192 103 57 3089 85 58 3004 2946 1837 1109 80 82 1029 50 1755 1704 41 1674 64 1610 1201 545 527 133 76 409 130
is_linear=0
shrinkage=0.00196078


Tree=984
num_leaves=31
num_cat=0
split_feature=1 0 4 0 1 4 1 1 1 0 4 4 1 2 4 0 0 0 2 2 2 0 2 2 2 4 1 3 1 3
split_gain=0.0323629 0.425953 0.281133 0.282134 0.221198 0.122852 0.237595 0.342636 0.218062 0.582766 0.265619 0.1 0.271824 0.433027 0.309815 0.225851 0.490871 0.292473 0.198083 0.432693 0.381861 0.259846 0.170901 0.608571 0.329257 0.401478 0.332668 0.310133 0.23089 0.294818
threshold=70.171445662850019 94.625660817400004 39.110279783550006 94.165934477050016 71.104340634100012 48.86568841230001 70.206395618550019 70.727956495850009 71.015621515800021 96.039789794050009 36.728658719300007 40.633548727200008 66.964115113200009 -0.11347 42.660927378600007 90.111739616350022 90.767723400200012 89.415428960600011 -0.0034049999999999996 -0.026144999999999998 0.022350000000000005 86.565663342300013 -0.12546499999999997 -0.10946499999999999 -0.23349 39.577821550850011 65.907551067950024 0.082935000000000023 62.391047833300007 0.089675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 -4 6 -3 -8 -9 10 -10 22 15 14 -14 17 -17 18 19 -13 -20 -21 24 -24 25 27 28 -1 29 -26
right_child=1 5 3 -5 -6 -7 7 8 9 -11 -12 12 13 -15 -16 16 -18 -19 20 21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.060568984143723303 -0.1098541735198096 0.10775833610886117 0.090792515396214149 -0.10166760359741932 -0.10109079400341392 0.062270263207051091 -0.091914413787719418 0.036263539243626998 0.042332634941465927 0.0010711001611291937 -0.10264237443261362 -6.7414814416745918e-05 -0.068853982720789658 -0.10878817871433627 0.045999974562260348 0.10132858187145927 -0.024261800840036325 -0.057222759630008696 -0.11018432296340548 0.003336704973923927 -0.0045913828889940587 0.091375173461370751 0.072191930810775823 0.0058460126521657843 -0.0093803691045662996 0.049558405247247549 -0.1417839184486101 -0.064430528592875527 0.034515078951958107 -0.12512245101581759
leaf_weight=0.26397139506752887 0.59052823653473996 0.2020443081855835 0.25890767019882333 0.20873481191665633 0.07822899803340988 0.31778916328826667 0.4090124998329 1.5860035214573169 0.15057840489316987 23.645203872334292 0.78635354639527577 34.392450133796039 0.39578154333867133 0.59852659331954672 0.57763751858692558 0.6630914439447213 0.58645184744091239 0.8977270950563242 0.46261348384724144 0.55421068317082134 1.3188411559358426 0.84856005106121302 1.4838557092007274 20.251789119531168 0.57935379798209641 1.2898309164447708 0.29790877609048028 0.80010991119706887 0.43993724945539725 0.35488239070400596
leaf_count=41 44 1 21 82 75 209 38 23 10 1424 191 814 9 34 44 28 19 26 19 54 168 25 31 391 99 31 9 41 28 5
internal_value=0.000784894 -0.00205525 -0.0620336 -0.0103008 0.046268 0.000460136 -0.000273366 -0.00109464 0.000324886 -0.00199382 -0.0793428 0.00198069 -0.00106938 -0.0418541 -0.000698388 0.000544539 0.0423849 -0.00081432 0.000533308 0.00215302 -0.0320121 0.0565927 0.00686995 0.0103753 -0.0120551 0.0120476 -0.0459861 -0.0334213 -0.025218 -0.0533466
internal_weight=95.2909 28.2334 1.1364 0.545871 0.337137 27.097 26.7792 26.5772 26.1681 24.5821 0.936932 67.0575 41.2959 1.57195 0.973419 39.7239 1.24954 38.4744 37.5767 35.7952 1.78145 1.40277 25.7616 21.7356 4.02599 2.35391 1.67208 1.06408 1.37417 0.934236
internal_count=4034 2118 222 178 96 1896 1687 1686 1648 1625 201 1916 1240 87 53 1153 47 1106 1080 893 187 79 676 422 254 113 141 82 132 104
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=3 3 4 2 3 1 0 1 0 3 3 1 3 0 0 3 3 0 3 0 2 1 1 2 3 1 3 0 0 4
split_gain=0.0301354 0.102643 0.205207 0.208399 0.253536 0.210356 0.173574 0.108059 0.34264 0.147169 0.115546 0.261064 0.0947955 0.0818704 0.35375 0.286585 0.135203 0.22514 0.149325 0.0891044 0.0843787 0.154574 0.254897 0.150705 0.267842 0.189243 0.168813 0.145112 0.184205 0.281172
threshold=0.10249000000000003 0.10828500000000003 41.827117825850003 -0.075639999999999999 0.10433500000000002 61.998532946250002 89.953120586650016 68.34060567600001 93.692765846100016 0.11531000000000002 0.12535000000000004 61.987779113750001 0.10184000000000003 85.705356740550016 85.791387400750025 0.094175000000000023 0.092075000000000032 85.624702996650015 0.091645000000000018 85.57631075030001 -0.093879999999999991 62.00390986255001 62.111448187750007 -0.08854999999999999 0.087475000000000011 75.408562100950022 0.085820000000000021 86.692020874450009 93.953546284800012 39.458743938000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 -2 -5 -7 9 -9 -3 11 -11 13 15 -15 16 17 19 -19 -1 21 -16 -23 24 26 -26 -22 -24 29 -29
right_child=1 7 -4 5 -6 6 -8 8 -10 10 -12 -13 -14 14 20 -17 -18 18 -20 -21 23 22 27 -25 25 -27 -28 28 -30 -31
leaf_value=0.0012456631355054976 -0.017579917048749144 0.024295729858893163 0.019713187164838494 -0.032464640435597471 -0.11429772043097441 0.043720936571070373 -0.016013025508442743 -0.11409607589135028 -0.0010840394761619536 0.013550646067746811 0.0046847882559109353 -0.062570389756489583 0.030484927493207928 0.057368017085487048 -0.017372628600460484 -0.079168094187727134 0.054324482454105365 -0.085028397648084675 -0.0094648136152639204 0.077526943608196522 -0.099751909820075854 0.029294356574515013 -0.024988167162446943 0.00041300461647168063 -0.032951057221062119 0.023848332868142582 -0.025334994975489224 -0.018007787753651385 -0.0067634806218345878 0.027678104447411502
leaf_weight=3.1507225559616923 0.60681889638362896 3.142194537271279 1.5211692199764 2.2843432156369117 0.48981061218290733 0.92311934250756156 1.0283734487186391 0.32151286581210925 1.6203451279546923 0.92679360613692352 7.6441196877276525 0.87677339651054353 1.1242520940568272 1.1412153283599753 2.4741489924490478 0.54878345951510699 0.38060033419606032 0.53730799855838973 0.50951779074966908 0.16095376673911221 0.55356682579258565 4.7668220885098007 1.6743415351957072 39.628935023608051 1.0533235309994782 1.3238010379155865 0.6784194193642179 1.7691129443410298 6.0206062137522309 5.6475646205763042
leaf_count=673 20 54 42 22 30 19 30 12 151 20 78 27 27 29 22 47 22 39 3 14 36 34 22 1394 31 17 8 58 917 136
internal_value=0.000705836 -0.00259623 -0.0126842 -0.0219261 -0.060779 -0.0118673 0.0122431 0.00216159 -0.0197954 0.00554823 -0.000686974 -0.0234543 0.00167127 0.00122148 0.00217058 -0.0107559 -0.00283387 -0.00782515 -0.0482496 0.00495308 0.0012102 0.00619864 0.00913241 -0.00136865 -0.0209317 -0.00131995 -0.0587727 0.00277251 0.0062316 0.0167806
internal_weight=94.5294 21.3854 6.85363 5.33247 1.09663 4.23584 1.95149 14.5317 1.94186 12.5899 9.44769 1.80357 73.144 72.0197 66.7319 5.28789 4.7391 4.3585 1.04683 3.31168 65.5906 22.3526 19.8784 43.238 3.60911 2.37712 1.23199 15.1116 13.4373 7.41668
internal_count=4034 505 163 121 50 71 49 342 163 179 125 47 3529 3502 2704 798 751 729 42 687 2675 1189 1167 1486 92 48 44 1133 1111 194
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=4 4 0 4 1 1 4 1 0 0 0 0 3 3 3 0 0 4 3 3 3 3 3 0 0 4 0 2 2 4
split_gain=0.101218 0.471691 0.174529 0.4624 0.405103 0.414858 0.409533 0.420079 0.385788 0.267956 0.278006 0.214064 0.198938 0.213523 0.253474 0.201795 0.401671 0.379284 0.189275 0.188883 0.268471 0.229782 0.307697 0.163424 0.285882 0.140856 0.134487 0.119398 0.408617 0.277744
threshold=42.779078631750004 42.824128352900011 85.995710218650018 43.426640904350009 62.041548276350007 62.165217350350012 43.157831852650006 66.590419433100024 90.407470010750018 85.812895065800021 85.791387400750025 84.226704768850013 0.076130000000000017 0.08376500000000002 0.086955000000000018 100.69082235970002 97.39208423365001 47.927946529500012 0.083495000000000028 1.0000000180025095e-35 -0.144095 -0.25095999999999996 -0.55648999999999993 92.805574663100018 97.521130223850008 42.753078181500008 94.985914206850012 -0.50001499999999999 -0.58287999999999995 41.066313126200008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 -2 3 -3 -4 -6 8 -8 -7 10 11 19 -9 18 26 16 17 -16 -14 20 21 22 -5 -10 -25 27 -15 28 29 -1
right_child=1 2 4 9 5 6 7 12 23 -11 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00041965253412656206 -0.0021194647095375959 -0.0020172802717874777 0.00064679641675176769 0.00046075106586141888 -0.001040853320822731 -0.0015321086764705433 0.0010035452259156807 -0.0020430735278166986 0.0017268644118070265 -0.0021340354463582007 0.00201065473936791 -0.0014850599815744772 0.00020468592533116808 -7.4766578465715875e-05 -0.0020243482141761682 -0.0020202581066068774 0.0017229732469899593 0.00087260335069844794 0.0018047208248119062 0.0013484117675863425 -0.0020743218700667886 0.0013384447807010616 -0.0021132878747230528 -0.0020669554180144612 0.0010565324041842429 0.0009156525950197664 -0.0022655121446199552 0.00014580145995159058 -0.0016597864681485986 -0.00093090831688557609
leaf_weight=2.3189294873045592 0.40347344639303884 0.55240130885977423 4.0125380586832753 0.51872662853566087 1.5023830635473121 1.0320624934975038 2.1845788180362433 0.18395693065258445 0.22688634425867338 0.21818375540897239 0.27007549256086338 0.35796494643727772 2.0908973869410379 0.1523931179426653 0.36590341001283355 0.16708636188081971 0.45308580389246345 0.33088389970362186 0.32896733142661094 0.40874788597102441 0.23605085138115112 0.44311250676400959 0.27225961575459223 0.20007570722009405 0.25785058457768173 0.88836981356143851 0.36763813351399222 86.944978754338308 0.62443427192709933 0.78314319698984025
leaf_count=149 15 113 34 20 24 14 32 172 8 6 4 41 345 22 57 100 12 6 4 83 55 20 43 15 33 15 42 2411 91 48
internal_value=0.000112544 -2.39175e-05 2.54266e-05 -0.000381475 0.000121668 -9.23673e-05 7.84483e-05 0.000299603 -0.000774984 -4.98859e-05 0.000131502 -9.53844e-05 -4.6689e-05 3.95833e-05 -0.000464439 -6.74916e-06 0.000285831 -0.000648671 0.000422202 0.000169375 -0.000158435 0.000208024 -0.00042524 0.000366059 -0.000308172 0.000138683 -0.00162352 0.000131071 -0.000212617 7.86926e-05
internal_weight=109.098 17.5382 17.1347 3.27752 13.8572 9.84465 8.34227 6.62539 1.71688 2.72512 2.50694 2.23686 4.44081 4.25686 1.83699 1.31696 1.14987 0.696787 2.41986 1.8789 1.47015 1.2341 0.790986 0.684813 0.457926 91.5599 0.520031 90.6715 3.72651 3.10207
internal_count=4034 1320 1305 385 920 886 862 792 70 272 266 262 760 588 239 175 75 63 349 221 138 83 63 56 48 2714 64 2699 288 197
is_linear=0
shrinkage=0.00196078


Tree=987
num_leaves=31
num_cat=0
split_feature=2 4 0 2 1 1 1 2 2 4 1 0 2 4 0 0 3 2 3 0 0 0 4 0 3 4 0 1 3 0
split_gain=0.0312489 0.190632 0.0516468 0.0375031 0.12175 0.0753258 0.117174 0.0543125 0.0936492 0.0940939 0.0894076 0.263968 0.078627 0.234459 0.118694 0.0435934 0.0974355 0.178065 0.0992914 0.0950662 0.0440051 0.369341 0.179766 0.555255 0.264184 0.187866 0.204977 0.171544 0.288776 0.164811
threshold=0.27538000000000007 39.051326806600009 93.953546284800012 0.20167500000000002 67.300172379550006 68.20618276945001 69.999384342500022 0.17076500000000003 0.13006000000000004 39.952536079750011 61.93938686740001 88.17067284620002 0.086310000000000026 37.999598532650005 78.236820054150016 71.249517373150013 -0.23921499999999998 -0.23375499999999999 -0.15572 71.332859575200004 87.170566421650008 86.89903215050002 43.272784938550004 86.256490657300006 0.085820000000000021 42.824128352900011 86.382848189450016 64.730006406800015 -0.52484999999999993 86.329079026800017
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 8 12 -10 -9 -12 15 -14 -15 16 -1 -18 -19 -17 21 22 25 24 27 -21 29 28 -24 -27
right_child=1 -3 -4 4 5 6 -8 10 9 -11 11 -13 13 14 -16 19 17 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10360545662127592 0.042532854426752476 -0.10465402491886316 -0.011336301807222761 0.053833877680586367 -0.027846585322433798 0.065397466621249775 -0.0029357761240041227 0.0066862052459600715 -0.015258119358465811 0.062195637728949885 -0.11262640819859744 0.012028470711987326 0.026801190645464906 0.029492291829681806 -0.10792385448378622 0.052393342138037619 0.083968506070204355 0.018596454782505274 -0.10485126523040889 -0.0006469109245954448 0.0029929859944776618 -0.060090588252151161 0.041184344792660796 -0.12765373185657522 0.046935753694684952 -0.047712132470435181 0.04803102161027601 0.060191949578502928 -0.096243500665567069 0.02012361643859259
leaf_weight=0.12806240640202304 0.24724235897883662 0.19873028310325935 0.63528431017084586 0.56536574917845372 0.61426860676147033 0.33727008337154962 0.98032228683268841 0.67062611551955231 0.23262351529683556 0.48149955886583484 0.31164655707834754 0.37343143718317151 0.37243008033692504 0.077174343168735504 0.33881640976409244 0.35934523146897746 0.14843614483106649 0.11288614122895524 0.15409245932823878 34.875041859086195 45.637456572187034 1.0490028122439969 0.21554268884938221 0.4453810742124914 0.66077206889167428 0.52087101997585628 1.7351097986102102 0.15237062010055524 0.52611773995886246 1.1464762017130852
leaf_count=97 13 63 76 41 8 10 63 8 23 40 12 28 14 3 120 12 33 22 52 747 2231 30 11 10 28 74 16 16 129 4
internal_value=0.00073256 -0.0161699 0.0037553 0.000928606 0.0130181 0.00107322 0.0145558 0.000595841 0.000897192 0.0369653 -0.0192696 -0.0446779 0.000606662 -0.0308322 -0.0824305 0.00088876 -0.0273452 -0.00383604 -0.0526541 0.00106448 0.000852384 -0.0015115 1.41459e-05 -0.0292111 -0.00101177 0.00154131 0.0239705 -0.0364495 -0.056304 -0.00106794
internal_weight=94.3037 1.08126 0.882527 93.2224 2.49723 1.93186 1.31759 90.7252 89.3695 0.714123 1.3557 0.685078 88.6554 0.788421 0.415991 87.867 0.543477 0.415415 0.266979 87.3235 86.9641 41.3267 40.2777 2.00018 1.5548 38.2775 3.40246 0.894031 0.74166 1.66735
internal_count=4034 152 89 3882 122 81 73 3760 3712 63 48 40 3649 137 123 3512 204 107 74 3308 3296 1065 1035 194 184 841 94 156 140 78
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=4 3 0 1 0 4 1 4 1 0 3 4 3 4 3 1 2 3 4 1 2 0 1 2 2 1 0 0 3 0
split_gain=0.0315139 0.0965446 0.0696467 0.0300752 0.0637092 0.0296465 0.08114 0.302458 0.200553 0.176556 0.140148 0.537506 0.305683 0.26188 0.370687 0.219883 0.148064 0.12058 0.10601 0.139147 0.153872 0.14412 0.432339 0.0969349 0.57012 0.08254 0.621096 0.282569 0.228879 0.173288
threshold=32.724174661450007 0.088555000000000023 92.805574663100018 69.873026810350026 95.262825394300009 42.360359531950003 61.987779113750001 41.646178195200001 62.00390986255001 85.764502819450016 0.092075000000000032 41.385032804600009 0.082935000000000023 40.467253020850002 0.10249000000000003 61.966271448700006 -0.018034999999999999 0.11148000000000002 41.898943182100005 72.289950669650025 -0.13953999999999997 96.741477366050006 75.499969677400017 -0.082424999999999998 -0.067109999999999989 71.015621515800021 96.163458868000006 94.625660817400004 -0.059734999999999996 94.047642319350018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 10 -8 -9 11 12 15 14 -12 -2 -14 -15 25 20 -20 -21 -23 -22 -25 27 28 29 -27 -10
right_child=5 -3 3 4 -6 -7 8 9 18 -11 13 -13 16 17 -16 -17 -18 -19 19 21 23 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.10092954209435226 0.0065422159926610234 -0.079354297321000633 0.10097690907526008 0.10112101984690935 -0.10179492376928134 -0.0023890204989155915 0.026548353365029288 -0.020203925064628731 0.0023876344532340835 -0.08835867849546912 0.061173866655586807 0.090068331253239084 -0.11479824041845146 -0.026030671426245839 0.0010183414183967023 -0.10865061822871343 -0.036637330278881407 0.0057309919088452373 0.043446647242139001 0.10195104807676192 0.0084884339450631129 -0.10853770165982118 0.07117995378804301 -0.1199709552525182 0.038549111447815872 0.025344477631426422 -0.00039582732214189201 0.037593557241692735 -0.10413309615945857 -0.038612026674397726
leaf_weight=0.03485405541664377 1.3263664882397277 0.18391117134081014 0.073283318430185318 0.033152170479297638 0.029014539689597996 22.564504864466159 3.5190602686488992 1.0174469723169739 28.638110288822652 0.60676893626805384 1.6687538702972213 0.39138471514524997 0.53729038967867382 2.3265800023800693 2.6527953096665442 0.1893645482341525 0.44153722535702389 2.4581309761852026 0.90150174265727434 0.34057784825563409 2.0208961190801356 0.1840707054361701 0.49069497818163654 0.40257630031555958 0.51985870487987784 0.16400039168365765 16.034255793916088 2.2597674038261166 0.81497689771640835 1.069374345941468
leaf_count=68 117 55 3 1 71 1608 41 56 551 16 26 10 31 39 45 56 19 13 8 6 30 9 73 19 24 12 836 30 112 49
internal_value=0.000655646 -0.0291156 0.0251372 0.0575767 0.00641579 0.000768382 0.00177217 -0.00516741 0.00341954 -0.0456649 0.000317548 -0.0188855 -0.0359799 0.00640336 0.0242472 -0.00784915 -0.0795408 -0.00971321 0.00190782 0.0159944 0.00729917 0.0489207 0.0221544 -0.0037723 -0.0306335 0.00051006 -0.00511698 0.00350482 -0.0824427 0.000911778
internal_weight=93.8949 0.354215 0.170304 0.13545 0.0621667 93.5406 70.9761 13.6164 57.3597 1.62422 11.9922 2.88594 2.49456 9.10626 4.32155 1.51573 0.978828 4.78471 53.8407 4.86018 3.84483 1.01534 0.674766 2.94333 0.922435 48.9805 17.0132 31.9673 0.978977 29.7075
internal_count=4034 198 143 75 72 3836 2228 428 1800 72 356 233 223 123 71 173 50 52 1759 169 81 88 82 73 43 1590 960 630 124 600
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 2 2 1 1 1 3 3 0 1 4 2 4 4 4 3 2 2 4 4 4 3 4 0 1
split_gain=0.0308852 0.136831 0.237179 0.0824579 0.184052 0.144628 0.158274 0.118763 0.172275 0.23817 0.117421 0.112209 0.16885 0.160354 0.0857359 0.0913167 0.058778 0.179702 0.0858747 0.0561941 0.128048 0.360384 0.149279 0.0988995 0.177924 0.191413 0.191035 0.0867207 0.192022 0.134255
threshold=97.878695155250014 76.279622535200005 97.096353839300008 78.10777406390001 -0.59681499999999998 -0.59681499999999998 -0.092710000000000001 -0.075639999999999999 72.752365468100024 77.543197856500015 83.116371560950014 0.09013000000000003 0.10828500000000003 99.128828185900019 81.479100559500012 42.402981339000007 0.20949500000000004 40.040005255000004 37.038444968100009 35.419594101850009 0.094375000000000028 -0.11347 -0.10423499999999999 37.038444968100009 36.620308449100001 36.364346611650006 0.091275000000000023 37.828051409500013 91.066142252700018 64.307918480350011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -3 4 -2 -5 10 11 -9 -10 -7 13 -13 -6 -8 -16 19 18 -18 20 21 -1 -22 24 25 26 -21 28 29 -25
right_child=3 2 -4 5 7 6 14 8 9 -11 -12 12 -14 -15 15 -17 17 -19 -20 23 22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.10578113124744133 -0.10671463375244046 -0.078556293564644067 0.075966623884239651 0.069097449211861769 0.080242737273376163 -0.10250725220672229 0.0053062933892604478 0.0030311144258971996 -0.10374791313380767 0.032960252125005175 0.016236416214168305 -0.072540669805611108 0.0095649595328043645 0.00032760085226089331 -0.10223177681957196 0.025411964571614345 0.011357511239403239 -0.050742135582944561 0.073415401261367128 0.0017369087559603231 0.080430941459675928 0.023069092431262265 0.0048044251583537227 0.017392037838320006 -0.054221956234760761 0.061347236548982415 -0.0818189197911071 0.00027176620483390168 -0.0048524765622388957 0.10170521709782468
leaf_weight=0.27903577263668922 0.21242745887684611 0.12233080956320819 0.52835085133847315 0.3079135538716854 0.35410721877269791 0.25522347312494265 5.7931743936715066 0.62224198340664327 0.51223172654135851 0.16964339771402592 0.12361030271969042 0.3971126272663239 0.67827662546187639 0.86303180035247351 0.15310126122000145 0.088412748112574491 0.41873122076503821 0.25501682206004261 0.47698860469972715 1.2545179522130632 0.51144458749331534 0.97743542843818365 0.53302356909261994 0.36590167647227545 0.92429799771343812 0.39342539629433293 0.34995780875033222 73.951073746183283 1.075434560603753 0.39032609201967716
leaf_count=91 18 98 16 75 17 188 143 18 86 10 329 36 16 56 308 161 24 35 35 66 25 23 22 28 39 17 23 1986 32 13
internal_value=0.000590269 0.00123896 0.0469157 -0.00451074 -0.0162655 0.00215073 -0.00106339 -0.0109233 -0.0350163 -0.0697364 -0.0637622 0.00278214 -0.0207545 0.0235776 0.00287259 -0.0555043 0.000877198 0.0233189 0.0444046 0.0005584 0.0159625 -0.00554583 0.0418365 0.000108062 -0.017944 -0.00116053 -0.0164877 0.000804152 0.0222986 0.0609102
internal_weight=93.3378 82.8073 0.650682 10.5305 3.80907 6.72144 6.41352 3.59665 1.30412 0.681875 0.378834 2.29253 1.07539 1.21714 6.03469 0.241514 82.1566 1.15074 0.89572 81.0059 2.30094 1.25647 1.04447 78.7049 2.9222 1.9979 1.60448 75.7827 1.83166 0.756228
internal_count=4034 2573 114 1461 257 1204 1129 239 114 96 517 125 52 73 612 469 2459 94 59 2365 161 114 47 2204 145 106 89 2059 73 41
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=2 0 3 2 1 2 4 2 4 1 3 3 3 2 3 2 3 2 0 2 1 4 2 3 1 0 0 1 1 3
split_gain=0.160697 0.330406 0.463606 0.415928 0.558796 0.390918 0.351941 0.266297 0.38911 0.585017 0.212018 0.337177 0.351664 0.319564 0.448512 0.242989 0.263326 0.538865 0.342944 0.388095 0.236459 0.229721 0.211354 0.301057 0.204093 0.244571 0.198847 0.189174 0.185496 0.348462
threshold=-0.06828999999999999 86.329079026800017 0.10507500000000002 -0.055334999999999995 70.171445662850019 -0.059424999999999999 39.861052345600008 -0.018034999999999999 39.861052345600008 61.987779113750001 0.083365000000000022 0.075810000000000016 -0.067029999999999992 0.066710000000000019 0.079605000000000023 -0.046635000000000003 0.096995000000000012 0.22598000000000004 96.163458868000006 -0.018034999999999999 71.322105742700003 40.206947806850003 -0.010319999999999999 0.086520000000000027 66.590419433100024 95.620390325650007 67.04476885710001 80.677940036650014 75.077881750900005 -0.09053499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -3 -6 -4 8 -2 -10 11 12 28 14 -13 -12 17 18 19 -17 -18 -21 -9 26 -23 -26 -24 -22 -5 -30
right_child=1 3 6 10 5 -7 -8 22 9 -11 15 13 -14 -15 -16 16 20 -19 -20 21 27 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=8.8292929881927278e-05 0.00050793999022393454 0.0016879631156944213 0.00021669509539717696 0.0004579909364134357 -0.0020853077280958859 0.0015600343776124631 -0.0021330254346545578 0.0015317409299857177 -0.0022403489527714512 -0.00012460209202322823 -0.00065888399633124014 0.0020131889061926005 -0.0014286738086797593 0.00032815228303066137 0.00060210674348365619 0.00069854037595035883 0.00058683799849541395 -0.0020491356133388681 0.00038727592477792147 -0.00030443972509797991 -0.00081043688526674976 -0.0020722358418681108 0.0016753663316508211 0.0004750582342136013 -0.0019841448029038981 0.0017168901506084365 -0.0018905614806420514 0.00033041682635058251 -0.0027535927929960456 0.0002174633327297182
leaf_weight=65.76070778430892 1.4183368734084072 1.6935167694464319 0.37816883902996756 3.4306361859635217 0.29910513856611953 0.18187420035246737 0.69633988851273898 0.57436276313819723 0.73590076828259077 1.5839467509831591 1.3304811439165849 1.4285631886914418 0.53136580550198953 3.5144707190011104 2.1992472812989945 0.8651196178980175 7.8337805843912047 0.48425439160064421 5.2404450395160893 1.3450223244726696 0.92951688662287812 0.74384765175636836 0.072319077560676681 2.8017866709196824 0.13445383635189501 0.14025509194470942 0.3564805745772901 1.4011444723121256 0.21114154225722337 0.53976941308064863
leaf_count=2586 15 36 8 60 50 10 46 36 23 36 28 60 52 54 26 15 78 75 200 32 58 23 4 72 52 3 134 51 103 8
internal_value=0.00014928 0.000242342 -0.000101068 0.000328177 0.00115824 -0.000706883 -0.00130605 7.05796e-05 -0.000301111 -0.000795758 0.000272301 0.000480925 7.38469e-05 0.000749541 0.00115776 0.000151348 0.000207735 -3.74565e-05 7.75686e-05 -0.000425112 0.000423713 -0.000836392 0.000435748 0.000240893 -0.00153885 -9.45484e-05 -0.00128915 -0.00012458 0.000264778 -0.00061794
internal_weight=108.856 43.0957 8.61764 34.478 2.1745 0.480979 1.07451 7.54313 3.73818 2.31985 32.3035 11.8552 4.71291 7.14228 3.62781 20.4483 19.1178 8.9534 8.46914 3.2287 10.1644 2.36358 3.80495 3.23059 1.01856 0.274709 0.4288 2.33066 4.18155 0.750911
internal_count=4034 1448 374 1074 96 60 54 320 74 59 978 363 223 140 86 615 587 400 325 125 187 110 246 210 78 55 138 109 171 111
is_linear=0
shrinkage=0.00196078


Tree=991
num_leaves=31
num_cat=0
split_feature=4 4 1 3 4 3 1 1 0 0 1 3 3 4 1 3 4 4 2 3 3 0 2 4 0 3 0 1 2 4
split_gain=0.0992698 0.394097 0.198679 0.563835 0.447984 0.510733 0.503395 0.483395 0.377799 0.255485 0.590371 0.227439 0.246638 0.316745 0.305872 0.188974 0.194367 0.181517 0.176179 0.141684 0.210433 0.14094 0.145267 0.133024 0.138739 0.202458 0.121842 0.21347 0.179615 0.136668
threshold=42.779078631750004 42.824128352900011 62.041548276350007 0.09450500000000002 43.157831852650006 0.085335000000000022 62.181348099150007 66.590419433100024 90.533827542850005 86.20003303655001 57.576019321700009 0.076130000000000017 0.08376500000000002 47.709122305950011 80.677940036650014 0.12535000000000004 44.169240047700008 42.753078181500008 -0.14429 0.083495000000000028 0.081155000000000019 95.808582394800013 -0.51146999999999998 48.96897326980001 76.451683855550016 -0.23921499999999998 84.226704768850013 61.778079379550007 -0.072524999999999992 35.171584490050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 3 9 5 -4 -6 15 -7 10 23 -9 19 14 18 16 -8 26 -14 20 -13 -15 -23 24 25 -3 27 28 29 -1
right_child=1 2 4 -5 6 8 7 11 -10 -11 -12 12 13 21 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015703501661039332 -0.0019614261706259193 -0.0020185092114086783 0.00033056908905856566 0.0016599731913522881 -0.00093426075021852285 -0.0022382420243319068 0.0017937818142041422 -0.002050738022374007 -8.1639124321342225e-05 0.00041991695300463121 -0.0020663365985281634 0.00040381215240323237 -7.0254902351408175e-05 0.0014700931276508003 0.001291590287238213 0.00034095583130054039 0.00022017882149019661 0.0010088971574806699 -0.0019232779687621741 0.0016274365236638086 -0.0020060659065191866 0.0010756879203179307 -0.0010913186168119272 -0.0004104915275567816 0.0020165406618769728 0.00077056657030575573 0.00015914368338589105 -0.0020252604055285748 -0.0011190519593240582 -1.3623256671895057e-05
leaf_weight=0.24236163051364257 0.38619142036259546 0.12373860555453564 0.84499461449377067 1.0102774098049847 1.5595266214222627 1.0253619518261983 1.175190141408166 0.21547276534749915 0.44909102981364402 3.2543825097382069 0.62132148489035888 2.077722661388635 0.25800395285477862 0.32341808173805464 0.17689665453326586 1.1345767308957873 0.40605357203457959 0.94959623427712259 0.83795266582092176 0.32536613066258713 0.14932258360636286 0.20248597113368305 0.28823216230580329 0.7878121689427644 0.22773225515265949 0.52297184209237757 90.416693856562091 0.24273216340134229 0.50889012409970669 1.5411185885641314
leaf_count=73 15 51 35 19 40 43 35 174 31 25 77 263 19 6 82 5 71 15 87 4 82 10 35 33 4 74 2290 149 101 86
internal_value=0.000130174 -1.58877e-06 4.04646e-05 0.000312879 -0.000115333 -0.000884841 8.01533e-05 0.000289118 -0.00158138 6.71311e-05 -0.000435633 -8.14558e-05 1.00058e-05 -0.000489964 -0.00110088 0.000951565 0.00138969 0.00015597 -0.00148705 0.000418808 0.000242231 0.000465172 -0.000197143 0.000173895 0.000700387 0.000236918 0.000147257 -0.000276704 -9.15545e-05 0.000201627
internal_weight=112.285 18.3841 17.9979 6.54824 11.4497 2.31945 9.13022 7.57069 1.47445 5.53796 2.28358 4.85487 4.6394 2.08699 1.27285 2.71582 1.58124 93.9014 1.09596 2.55241 2.22705 0.814136 0.490718 1.66225 0.874443 0.64671 92.9518 2.5351 2.29237 1.78348
internal_count=4034 1320 1305 283 1022 109 913 873 74 264 239 762 588 239 188 111 106 2714 106 349 345 51 45 162 129 125 2699 409 260 159
is_linear=0
shrinkage=0.00196078


Tree=992
num_leaves=31
num_cat=0
split_feature=4 2 0 1 1 3 0 0 0 0 3 2 4 1 2 2 4 1 0 1 2 4 4 4 4 1 0 2 4 2
split_gain=0.0905485 0.154105 0.132243 0.0862764 0.308004 0.213491 0.197652 0.276395 0.205271 0.461872 0.299148 0.303897 0.205891 0.626659 0.418451 0.70809 0.430203 0.32122 0.226892 0.210063 0.19601 0.177649 0.176782 0.174667 0.399273 0.242755 0.191395 0.321918 0.213935 0.204816
threshold=49.283271594150008 -0.2351 71.332859575200004 69.999384342500022 70.077349628250019 -0.10747999999999999 93.399723909900004 94.354126546200021 91.066142252700018 90.407470010750018 0.085820000000000021 -0.10051499999999999 38.400997490450003 64.02831883475001 -0.091639999999999985 -0.10946499999999999 40.664404858950007 65.687097501250022 81.87699236280001 62.837331883000012 -0.11103999999999999 41.872294782850005 39.861052345600008 38.244973486750006 37.784765830350004 70.171445662850019 94.625660817400004 -0.16048499999999999 38.400997490450003 -0.059424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 9 12 20 -12 18 19 15 16 -15 -18 -1 -14 -10 -11 -13 24 -7 -25 27 -27 -28 -29
right_child=1 2 -4 4 5 23 7 -9 10 21 11 22 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 25 -26 26 28 29 -30 -31
leaf_value=-0.00095611789900863005 0.00094927404754109742 -0.00013484633646064457 -0.0020151891575519052 -0.0015654367496128765 -0.0013653183641771476 -8.1683268029227025e-05 0.0011756447509227279 -0.00013650863056779991 -0.00060065419892588266 0.00052764904184069122 0.00040028979675401136 -0.00072749794621009738 0.00012626024909549654 -0.0025264267361037327 -0.0021199436793875172 0.0021126212101333112 0.00079941633873849792 -0.0021165624358781168 0.00056017241084774878 0.0008979533989713868 0.0007787652847273417 0.001651544804469594 -0.0022237410851651393 0.0011362038034643412 -0.0020580088728019978 0.0013981899199334198 0.0010176682239549676 -0.0021386969146629069 0.00010659337729821177 4.1260050033377196e-05
leaf_weight=0.40385483325826399 0.19779372279299423 0.2932179719209661 0.28219162222922023 0.44929484138265152 0.39426551671823418 4.2977180657403542 1.6754846895346411 0.97713503676641256 0.63314097379043222 1.1391393379308277 0.49199871858581889 0.65103433607146122 56.54876939888527 0.4620996160665527 0.73883122512233868 0.35274099190428398 0.480994964891579 0.20807217713445425 6.2693806541064987 1.38950883259531 1.057606265851063 1.0292938305065034 0.56887604128860403 0.91860444284975784 0.43257677309702547 0.20679198017023737 1.0314181056637632 0.47247382925706916 25.228756605134322 0.25520474459335929
leaf_count=177 12 4 239 14 229 355 43 24 24 24 14 18 1114 13 63 3 72 10 129 41 24 28 34 18 61 11 15 41 1107 73
internal_value=0.000124854 -0.000543775 -0.001057 0.000129608 4.71643e-05 6.89628e-05 0.000166599 0.000692292 0.000147346 0.000170523 -0.000322803 -0.000900584 0.000141636 0.000105401 -0.000911571 -0.000317929 -0.0010627 -8.10988e-05 0.000468409 0.000144767 0.000262208 0.00106113 -0.00142524 8.61804e-05 -0.000262415 0.000144834 0.000111347 -0.00076066 0.000142378 -0.00137416
internal_weight=109.538 0.773203 0.57541 108.765 33.6871 33.2378 75.078 2.65262 72.4253 69.0227 3.40266 1.71191 66.8543 60.181 2.24274 1.50391 1.15117 0.689067 6.67324 57.9383 1.69075 2.16843 1.21991 32.8435 4.73029 28.1132 27.1946 0.934471 26.2602 0.727679
internal_count=4034 255 243 3779 1924 1910 1855 67 1788 1674 114 66 1622 1316 161 98 95 82 306 1155 48 52 52 1681 416 1265 1247 125 1122 114
is_linear=0
shrinkage=0.00196078


Tree=993
num_leaves=31
num_cat=0
split_feature=2 4 3 3 2 0 2 1 3 3 4 3 2 3 4 3 2 0 2 0 4 2 2 2 0 4 2 3 3 2
split_gain=0.0297649 0.168683 0.0793166 0.0597983 0.0338198 0.19426 0.413024 0.486373 0.413456 0.347884 0.216787 0.156422 0.149897 0.121868 0.2574 0.177124 0.321349 0.156978 0.106372 0.241965 0.350882 0.137379 0.401377 0.312004 0.221467 0.103345 0.0971822 0.109967 0.353729 0.0965296
threshold=0.27538000000000007 39.051326806600009 0.09450500000000002 -0.10565499999999999 -0.06828999999999999 86.329079026800017 -0.055334999999999995 67.192634054300015 0.087555000000000022 0.10507500000000002 40.098777110850008 -0.24947 -0.059424999999999999 0.081155000000000019 41.066313126200008 0.099855000000000027 -0.054619999999999995 67.04476885710001 -0.075639999999999999 86.054856297550018 39.337369931850013 -0.076484999999999984 -0.077085000000000001 -0.078649999999999984 94.496614827150012 38.804080188450008 0.051245000000000013 0.084360000000000018 0.09180000000000002 -0.085584999999999994
decision_type=2 2 2 2 2 2 2 2 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 18 9 7 -7 -9 11 -11 -6 -10 14 -13 16 -15 -16 21 -20 25 22 23 29 -25 -21 27 -18 -29 -1
right_child=1 -3 -4 -5 5 6 -8 8 12 10 -12 13 -14 15 17 -17 26 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0022690291505634082 0.021303391317625993 -0.10416208440428901 0.017210058217247699 -0.10320528545179403 -0.070847675283647923 0.1030169131805222 0.0041696152324288086 -0.10829385670914693 -0.012974088774930401 -0.0097724249915439373 -0.1091470078898843 0.082566964509164564 0.097467598771556821 -0.094182851396835743 0.096626551961115581 0.019758379694985451 0.01466444339370879 -0.10716412818424728 0.0049105592998799699 -0.02475265453207208 -0.068667196202930506 0.037090841007737789 -0.084231634010060188 0.091997237566363688 -0.020194545664426352 0.032332311728654257 0.0196074924796741 -0.10332437306822116 0.005279213479268817 -0.0094750590522606933
leaf_weight=39.640589614815816 0.059680405705876183 0.17934077768995849 0.69958093011564415 0.10906805455442625 0.32113761922482797 0.9407074768096233 27.057831015044883 0.25527084328541605 0.221661120733188 0.36880462616682042 0.54234887089114636 0.45828499458730121 0.27580212475731969 0.47592116511077609 0.051063359132967889 1.9608632606796161 0.65188363863853815 0.14550008578953566 3.3953684972620968 0.64515315381663663 1.4527535832246483 1.0368256405345153 0.55526656168513611 0.62765468470752139 0.2444856390525274 0.62375718355178833 1.0054834502661831 0.48255265897023469 0.79233713584108045 8.4993899691008306
leaf_count=2097 28 63 31 30 62 24 844 24 35 9 38 11 13 12 2 35 18 70 24 39 42 13 26 71 17 2 47 33 19 255
internal_value=0.000891822 -0.0158692 0.00236641 -0.0591709 0.00108119 0.00347812 0.00716807 0.0550774 -0.00483351 -0.0111426 -0.0689235 -0.00284524 0.0482567 0.000780018 0.0415071 -0.00418737 -0.0179643 -0.0542233 -0.000440412 -0.012896 -0.0351102 0.00106522 0.000311649 0.00126945 0.0605467 0.00330855 -0.00559365 -0.0187448 -0.0358278 0.000195543
internal_weight=93.7764 1.04767 0.868329 0.168748 92.7287 36.0075 28.7513 1.69344 0.752734 7.25618 0.911153 6.34503 0.497463 6.02389 0.654848 5.36904 3.40818 0.196563 56.7212 6.11703 2.72166 50.6042 49.5674 49.0121 0.87214 1.26891 2.93226 1.92677 1.27489 48.14
internal_count=4034 152 89 58 3882 1296 940 96 72 356 47 309 48 247 83 164 129 72 2586 107 83 2479 2466 2440 88 41 117 70 52 2352
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=4 0 2 0 2 3 0 1 1 3 2 4 4 0 1 0 1 4 2 2 4 4 1 1 4 0 1 1 3 3
split_gain=0.090275 0.194011 0.488107 0.472627 0.3839 0.352872 0.299839 0.289898 0.536002 0.184922 0.211773 0.409971 0.208259 0.180748 0.346814 0.190738 0.492639 0.394589 0.398165 0.478109 0.288809 0.735611 0.561628 0.46626 0.294699 0.223986 0.949614 0.404265 0.374181 0.464058
threshold=42.141702038450013 86.20003303655001 -0.097294999999999993 85.764502819450016 -0.083064999999999986 0.087555000000000022 67.04476885710001 62.132955852800002 62.165217350350012 0.098105000000000026 -0.23349 48.96897326980001 47.927946529500012 85.121961326250016 61.778079379550007 86.20003303655001 62.079186690200011 39.577821550850011 -0.053159999999999992 -0.018034999999999999 41.898943182100005 41.481306584950012 62.095317438950012 62.116825104000007 41.872294782850005 87.170566421650008 64.665483411650015 65.29995953045001 0.089920000000000014 0.084360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 9 4 -4 6 -6 -3 -9 10 11 12 -2 14 -1 16 17 -15 -19 -20 21 25 -23 -24 -25 -17 28 -28 29 -27
right_child=1 7 3 -5 5 -7 -8 8 -10 -11 -12 -13 -14 15 -16 20 -18 18 19 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-8.9745210537290606e-05 -0.0012394208447955215 0.00041685315633044177 -0.0020165022477090415 -0.0020693020597634892 0.0018585197748736898 0.0013208553161906617 -0.0020824924096701372 -0.0027618747726518835 -5.4000280347860286e-06 -0.0011216502044048614 0.00059161915680624902 -0.0014605071547507333 0.0008402634757943366 0.00098021994426866245 -0.0021089661677286355 -0.00010495840481930222 0.0012576037811526299 0.00027827532885014132 -0.0012524647940284955 0.0002035672234742719 0.00052034402688672001 -0.0019794353758246946 0.0012290177865250712 -0.0010411795191013736 0.00018344781605388223 0.0016553778874206604 -0.0016536241442541288 0.00012004702870714929 0.0018105679829474902 -8.7758952975152928e-05
leaf_weight=3.0571394625521857 0.23075634290216818 7.4020446259528425 0.35357770719565462 0.95712649635970581 0.099567983183081243 0.5919130749807664 0.29156850940853474 0.27607543207704921 15.414546524569458 0.44322113879024971 2.4224192021647468 0.71011660387739528 0.93620764091610909 2.2759332349523964 0.36620497678995878 12.008293150691314 1.9524367490084831 11.667580070905389 1.6283964691683652 1.8544858573004557 5.6910694724829218 0.99619081988930602 0.62009550631046328 2.2056800565933372 1.1490790160096369 0.97454718267545049 0.50156473135575552 33.016542870632691 1.6605327716097233 1.4772185031324623
leaf_count=252 123 125 50 62 4 41 124 4 1043 15 51 31 17 31 149 104 37 86 23 23 103 18 6 105 11 42 15 1281 36 22
internal_value=0.000102088 1.01395e-05 -0.000274903 -0.00101749 -0.000264321 0.000365893 -0.00107927 9.69936e-05 -5.39e-05 8.42422e-05 0.000208554 -0.000285802 0.000429025 0.000135424 -0.000305747 0.000154378 0.000323606 0.000218962 0.000104604 -0.00047719 9.99936e-05 5.61874e-05 -0.000662939 -0.000332994 -0.000621718 0.000128204 0.000202609 9.35058e-05 0.00109187 0.000605117
internal_weight=113.232 30.1291 7.03647 2.29375 1.33663 0.98305 0.391136 23.0927 15.6906 4.74272 4.2995 1.87708 1.16696 83.103 3.42334 79.6796 19.3788 17.4264 15.1505 3.48288 60.3008 54.6097 4.97105 3.97485 3.35476 49.6387 37.6304 33.5181 4.1123 2.45177
internal_count=4034 1690 518 281 219 169 128 1172 1047 237 222 171 140 2344 401 1943 200 163 132 46 1743 1640 140 122 116 1500 1396 1296 100 64
is_linear=0
shrinkage=0.00196078


Tree=995
num_leaves=31
num_cat=0
split_feature=4 3 2 4 3 2 2 1 1 4 4 1 2 3 3 3 2 4 4 3 0 2 1 2 3 3 2 4 2 2
split_gain=0.0383586 0.10284 0.13757 0.0532522 0.0742049 0.13961 0.164134 0.0537718 0.206859 0.120601 0.0835966 0.102391 0.0969173 0.109367 0.0756653 0.124735 0.0999792 0.0728648 0.0414477 0.0843487 0.146423 0.0443006 0.163495 0.197991 0.136985 0.200623 0.282574 0.206212 0.987536 0.167399
threshold=49.283271594150008 -0.25095999999999996 -0.18231499999999998 48.86568841230001 -0.27628999999999998 -0.13734499999999997 -0.031449999999999999 57.772276765200012 60.613977009100005 44.421469061800003 48.226196960950006 57.041016153700006 0.11704500000000002 0.10507500000000002 0.080395000000000022 0.080770000000000022 -0.60918499999999998 47.927946529500012 33.96174662340001 0.11531000000000002 94.114853772600014 -0.06483499999999999 61.778079379550007 -0.059754999999999996 0.083365000000000022 0.08674500000000003 0.04932000000000001 41.218101594450012 -0.033799999999999997 -0.053159999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7 10 -9 18 11 12 13 -6 -11 -16 -17 -18 19 20 -10 -20 -23 -24 -25 26 -26 29 -29 -27
right_child=1 2 -4 -5 7 6 -8 8 9 14 -12 -13 -14 -15 15 16 17 -19 21 -21 -22 22 23 24 25 27 -28 28 -30 -31
leaf_value=-0.10362784250966567 -0.10432547337621129 0.037575827554405132 -0.10122817937695663 0.023693052512862828 -0.10133897667851476 0.061058603357967714 -0.10291564044190123 -0.072137613430896738 -0.0033238111075883712 -0.10220637317882597 0.085021927804547412 0.046900799589802152 0.086094184243329888 0.10071497039741668 0.10075903883310289 0.074761007466022752 -0.10241380981154967 -0.017655447516043844 -0.00019493814211476906 0.059903178519142009 -0.10494399805865227 0.06535731812560773 0.05090860808293244 0.011485746991152989 -0.075401299391535712 0.037803726493530684 -0.0053883861138616365 -0.1218238346054451 0.00024195992191822902 0.0045051091069384852
leaf_weight=0.1948112722282076 0.12734083523616846 0.26474267402227269 0.097774469333500202 1.0262541589490854 0.17095742785841039 0.18493504618527368 0.091123083357614543 0.38749500972062279 0.45193543487039178 0.15420606578828611 0.18974741082638502 0.3083156114207668 0.049741903494577855 0.031766579020768404 0.070982995741815103 0.063933979719877243 0.20165650605258634 0.20406471641740609 53.903009461687866 0.10862683366894998 0.206615075390431 0.43416560953483596 0.8628471204519873 11.1169244148341 0.85144955537180367 1.7551429185550649 1.7849746226220302 0.73580111713295071 6.6778821764746672 10.797543868944787
leaf_count=107 14 16 225 46 159 12 68 86 41 121 9 19 4 2 8 3 180 16 1734 14 130 12 36 292 38 49 70 30 221 272
internal_value=0.000892731 -0.027017 0.00013901 0.00103971 0.000786991 -0.038809 0.00693291 0.000990713 0.000770301 0.00108288 0.0276474 0.00823397 -0.0389866 -0.0696774 -0.0404179 -0.022794 -0.0414676 -0.0597831 0.00140441 -0.0217395 -0.0352064 0.00160409 0.00437341 0.00360779 0.00239742 -0.00207257 -0.0279995 0.00135091 -0.011873 0.00916099
internal_weight=93.5068 0.489858 0.362517 93.0169 91.9907 0.470869 0.276058 91.5198 90.7693 90.3818 0.750529 0.560782 0.252466 0.202724 0.694844 0.540638 0.469655 0.405721 89.6869 0.767177 0.658551 88.9197 35.0167 34.5826 33.7197 22.6028 2.63642 19.9664 7.41368 12.5527
internal_count=4034 255 241 3779 3733 187 80 3546 3353 3267 193 184 165 161 328 207 199 196 2939 185 171 2754 1020 1008 972 680 108 572 251 321
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=2 4 1 4 3 2 4 4 4 2 0 3 3 4 0 1 2 3 3 4 1 1 2 4 2 4 4 3 3 4
split_gain=0.0848381 0.293451 0.243769 0.238551 0.222957 0.301754 0.276229 0.267099 0.356872 0.361472 0.312095 0.528868 0.479679 0.471679 0.409728 0.213799 0.199395 0.417906 0.204629 0.184503 0.685262 0.433873 0.201412 0.270287 0.501349 0.185505 0.328811 0.1541 0.146689 0.145645
threshold=-0.06483499999999999 39.896141435400004 60.613977009100005 40.750688432250008 0.11002000000000002 -0.117885 36.257608591500009 39.685256516350002 39.577821550850011 -0.14429 91.453280223500016 0.090735000000000024 0.094725000000000018 35.171584490050009 85.121961326250016 61.778079379550007 -0.24468499999999999 0.084360000000000018 0.093580000000000024 42.558389508100007 62.111448187750007 62.132955852800002 -0.054619999999999995 41.147265497500008 -0.056724999999999998 40.241071441700008 39.861052345600008 -0.081689999999999999 0.088350000000000026 43.120094701700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 7 6 -6 8 9 16 14 27 -13 -14 -11 -4 17 -1 -19 22 -21 -22 23 24 25 26 -17 -12 -16 -23
right_child=2 -3 15 -5 5 -7 -8 -9 -10 10 11 12 13 -15 28 19 -18 18 -20 20 21 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010971834761922879 -0.0020719969016964592 0.00014358247453639608 0.0013904748982369011 0.000351979889828851 0.0017895662036254757 -0.0019848745174705115 -0.0013208373706740403 -0.00096103323183729049 0.0018950101093569032 -0.00036384463788124175 0.00025748506938345585 0.00069547734265668418 0.00033724075371526993 -0.0021268215100224974 0.0004893611678422927 0.00027687685710559706 -0.0020560404951259726 -0.0021090031794644961 -0.00042208725201068898 -0.0022638454988105688 0.0019371387152210227 -0.00082371782681923316 0.0002023398554784028 0.0017840351416083984 0.0017248299531443104 0.00057146737875458454 -0.0021954450980400811 -0.0018303245758235975 0.0013896598428689466 7.5895527542456107e-05
leaf_weight=0.44406034475116052 0.35738772852346201 55.398943499202915 0.58285248138417856 0.27713443765424017 0.2102207825100777 0.58397701592912088 0.22973705258482369 1.2642554162594013 0.36582253384403962 1.4652890452125555 0.16128571256285773 2.0277295201032079 0.60932866069015268 0.585844718950284 1.466150797903538 0.44190514787260371 0.40558762166324558 0.4855590691013274 0.64200959167283145 0.52844067223486391 0.44298086967319239 0.85758553265986837 32.725480041213814 0.7206105664372443 0.7193214719736708 0.57109447289258242 0.38877994613721967 0.86420992732769264 1.3242556378245351 3.5812733828385035
leaf_count=76 27 1816 13 141 20 52 21 36 6 35 17 26 13 51 27 17 189 53 53 32 6 47 822 14 20 14 25 97 25 243
internal_value=0.000123693 8.11065e-05 0.000192863 -0.0010133 -0.000182389 -0.00106097 0.000165377 -0.000108112 -8.70178e-06 -7.51458e-05 0.000100433 -0.000275519 0.000114724 -0.000870582 0.00047574 0.000211278 -0.000830318 -0.000513998 -0.00114852 0.000194505 -0.000142839 8.6752e-05 0.00024582 0.000746547 0.000394077 -0.000288797 -0.000880227 -0.00150196 0.00091662 -9.79094e-05
internal_weight=110.729 68.5343 42.1948 0.634522 13.1353 1.02393 0.439958 12.1114 10.8471 10.4813 8.50409 4.2484 3.2229 1.19517 4.2557 41.5603 1.97722 1.57163 1.12757 40.9775 5.41028 4.88184 35.5672 2.84171 2.1211 1.40178 0.830685 1.0255 2.79041 4.43886
internal_count=4034 2613 1421 168 797 93 41 704 668 662 291 204 90 64 87 1253 371 182 106 1240 328 296 912 90 76 56 42 114 52 290
is_linear=0
shrinkage=0.00196078


Tree=997
num_leaves=31
num_cat=0
split_feature=4 0 2 0 2 3 0 4 0 0 3 1 1 0 2 4 1 1 1 4 4 0 3 3 0 4 0 3 4 4
split_gain=0.160924 0.344586 0.477425 0.543046 0.481048 0.396835 0.264898 0.392594 0.377927 0.247717 0.239637 0.211739 0.30329 0.45809 0.191585 0.262619 0.244403 0.175884 0.427399 0.362315 0.254736 0.746588 0.400968 0.354728 0.350774 1.08614 0.459914 0.237691 0.682079 0.481634
threshold=42.141702038450013 86.20003303655001 -0.097294999999999993 85.764502819450016 -0.083064999999999986 0.087555000000000022 86.83719761350001 43.182896969600009 86.643628628100018 67.04476885710001 0.098105000000000026 62.00390986255001 62.020040611300011 87.350693116400024 -0.23349 48.96897326980001 57.772276765200012 61.987779113750001 62.00390986255001 41.646178195200001 40.280372415600006 85.861287312150012 0.10661000000000002 0.10220000000000003 86.420486603250012 41.535369675400013 86.692020874450009 0.092075000000000032 41.32819714970001 40.467253020850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 10 4 -4 9 7 8 -3 -6 14 -8 -13 -14 15 16 -2 19 -19 27 21 -20 23 24 25 -22 -26 28 -1 -29
right_child=1 6 3 -5 5 -7 11 -9 -10 -11 -12 12 13 -15 -16 -17 -18 18 20 -21 22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.00074565299021323288 0.0010191073084269303 0.00050974765722617025 -0.0020248874999838412 -0.0021025697365557655 0.0017982619529624104 0.0014389708616727864 -0.0012663217927214772 -0.0001047493928735875 0.002017878812316604 -0.002095710945335779 -0.0012680850428844015 0.0020607750833574962 -0.0011803216721782933 8.8781300520866156e-05 0.00052464222208285305 -0.0013118801561830989 -0.0010175536977472051 0.00081208054439216521 -0.0023498594997550821 -0.000847261521109551 5.9687013495386083e-05 7.6415427345317248e-05 0.00088503389702135956 -0.0008882865520901174 -0.00073224150649193196 0.0017318735682407076 0.00022567799196926872 0.00066544321135935715 0.0016432335500389855 -0.00017829709749886291
leaf_weight=2.8613703616865673 0.63215748226684831 2.1590848388150365 0.41416972599108703 1.0986087647033853 0.082231688080358412 0.62115744690527208 0.49543510749936359 2.384885486215353 0.90728713199496258 0.26594197612757853 0.50844998098909844 0.27921509742737072 1.1753815114498163 15.695619312310212 2.3190860789036378 0.65612873854115605 0.35304400220047683 4.253382140537723 0.4961417778195053 1.802660504788945 4.2340724811656463 28.31046171822382 3.810579948098165 1.0906222133271501 2.1365777116734561 2.3071490206057206 19.643429044130244 5.0931727807037515 0.54743375979887776 5.3160425026435405
leaf_count=279 64 28 50 62 4 41 11 17 54 124 15 2 20 1040 51 31 76 40 48 55 32 1112 59 24 19 47 487 76 14 52
internal_value=0.000121661 -1.07435e-06 -0.000383834 -0.00107335 -0.000256077 0.000499689 0.000114116 0.000491917 0.000955978 -0.00117603 -8.58055e-07 -2.59733e-06 3.39091e-05 3.64485e-07 0.000161832 -0.000350793 0.000289276 0.000166689 0.000210799 -2.04838e-05 0.000169569 3.46272e-05 0.000286575 0.000209039 0.000251296 0.000649483 0.000131708 8.73754e-05 -0.000362012 0.00023454
internal_weight=111.951 30.0479 6.95098 2.48211 1.3835 0.969331 23.0969 5.45126 3.06637 0.348174 4.46887 17.6457 17.1502 16.871 3.96042 1.64133 0.985201 81.9031 66.2824 15.6207 62.029 28.8066 33.2224 29.4119 28.3212 6.54122 21.78 13.818 3.4088 10.4092
internal_count=4034 1690 518 281 219 169 1172 99 82 128 237 1073 1062 1060 222 171 140 2344 1868 476 1828 1160 668 609 585 79 506 421 293 128
is_linear=0
shrinkage=0.00196078


Tree=998
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 1 4 3 1 1 1 0 0 0 0 0 3 2 2 4 1 0 1 0 0 2 0 2 0
split_gain=0.0350754 0.354093 0.208091 0.201019 0.164152 0.238215 0.152863 0.25603 0.115693 0.159522 0.111602 0.219884 0.289342 0.182523 0.288883 0.239964 0.274124 0.11717 0.121633 0.23697 0.249928 0.200111 0.299304 0.177501 0.257883 0.134836 0.113377 0.105227 0.351143 0.295034
threshold=66.590419433100024 90.407470010750018 90.767723400200012 65.687097501250022 91.937202686950016 91.394134144600017 67.300172379550006 47.927946529500012 0.12535000000000004 68.910558799650019 68.20618276945001 69.873026810350026 93.399723909900004 93.805681087600007 93.953546284800012 94.625660817400004 94.165934477050016 0.11922500000000003 -0.079634999999999997 -0.08786999999999999 42.283941020600004 70.206395618550019 95.117648655250022 71.015621515800021 96.163458868000006 102.1049513363 -0.055334999999999995 87.170566421650008 -0.14429 86.89903215050002
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 5 6 -2 -8 10 -10 -6 12 -12 26 -15 16 -16 18 19 21 -21 -17 -23 -20 -25 -24 -13 29 -29 -1
right_child=4 2 -4 -5 8 -7 7 -9 9 -11 11 13 -14 14 15 17 -18 -19 23 20 -22 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=0.00089882208967976109 0.030244247380257439 0.088203930811620063 0.018441538468979009 -0.041199526672703261 -0.045091690938423315 -0.10582934680342471 -0.10691734265397397 0.064765331419664979 -0.0056756552045188488 -0.10377015265025501 -0.0051024671687379267 -0.091502386742446415 0.061569001178996524 0.063813301848802143 -0.012935572440875407 0.097556835609912379 -0.10295364913555075 0.064545148027197949 0.045983005063374188 -0.105556291883276 -0.0015522708230377741 -0.10436512457388472 0.00010496598642627258 -0.066784350836877879 0.0048482414171721784 -0.077301964650556498 -0.0069417189742651819 0.058635488079137078 0.0042808739545285813 -0.053418707201438813
leaf_weight=42.38324619830064 0.46251097577623912 0.71382349682971735 1.066241738386452 1.1004311098949973 0.52402530499966715 0.35984178866965522 0.28080120914273721 0.12576959392754361 0.48150267452001472 0.25282615706191791 1.2623268831521266 0.35537104880495463 1.3439336467454266 0.69560097742942417 1.2123602984938795 0.1904001673683603 0.4692154122139981 0.2861338202492324 0.99969857936958106 0.49599011324795306 0.43256197522828188 0.29873031093484304 7.2620989825154538 0.51901458825864466 15.868333870382228 0.23222990597687942 0.28629754410758579 1.3275824319571246 11.347526334924622 1.0241466788575042
leaf_count=1333 17 31 24 28 28 54 65 7 2 67 30 20 43 26 37 3 104 13 24 109 34 131 267 39 660 560 24 35 190 29
internal_value=0.00101019 0.0024947 0.0464169 0.00112743 -0.00151249 -0.0374072 -0.00907707 -0.0538086 -0.000194486 -0.0394492 0.000686113 0.00143087 0.0292771 -0.00102064 0.000148112 -0.00141859 -0.0380536 0.000898661 0.000206187 -0.00929286 -0.0571065 -0.00373168 -0.00620637 0.00507508 0.00257952 -0.00229367 -0.0537734 0.00195796 0.00997394 -0.000382737
internal_weight=93.6606 58.963 1.78007 57.1829 34.6976 1.22892 0.869082 0.406571 33.4687 0.734329 32.7343 32.2103 2.60626 29.604 28.9624 28.2668 1.68158 26.5852 26.2991 8.91201 0.928552 7.98346 7.79306 17.387 16.3873 7.49433 0.641669 56.0825 12.6751 43.4074
internal_count=4034 1670 55 1615 2364 143 89 72 2221 69 2152 2124 73 2051 2007 1981 141 1840 1827 1104 143 961 958 723 699 827 44 1587 225 1362
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=4 0 0 2 0 0 1 4 2 4 0 4 0 0 4 4 4 0 0 0 0 0 3 0 0 3 0 1 0 0
split_gain=0.119676 0.164184 0.342889 0.385923 0.279747 0.238674 0.437962 0.377126 0.344223 0.228315 0.562164 0.221181 0.979864 0.189191 0.206453 0.183456 0.272975 0.34476 0.324379 0.262569 0.250594 0.201509 0.184898 0.297787 0.384437 0.24361 0.230416 0.17361 0.166243 0.141444
threshold=42.360359531950003 86.20003303655001 85.812895065800021 -0.098419999999999994 85.791387400750025 86.83719761350001 62.00390986255001 43.218894539100006 -0.086719999999999992 42.719328117250008 84.226704768850013 42.824128352900011 86.643628628100018 87.350693116400024 42.488347682450005 43.157831852650006 42.67709657435001 90.407470010750018 92.805574663100018 97.521130223850008 91.568883923100017 89.705782438650019 0.08376500000000002 97.39208423365001 100.69082235970002 0.076130000000000017 95.808582394800013 70.776348742200014 94.203572890950014 85.121961326250016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 4 -4 9 7 -7 8 -3 -2 -11 12 -10 -8 28 16 -16 -18 -19 -20 21 -17 25 26 -25 -22 27 -24 -15 -1
right_child=1 5 3 -5 -6 6 13 -9 11 10 -12 -13 -14 14 15 20 17 18 19 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00027548704031454737 0.0006636675931605986 0.0017995589663364043 -0.00024554340582750005 -0.00207754471500391 0.0018174103928357793 -0.002121325469067055 -0.00070171370939599526 -0.00030115009206089686 -0.0023167655341043507 0.00015846416770309174 -0.0018146100247515495 0.00084376355591030074 0.0019656345399087583 0.0011509138508247899 1.3301599812975537e-05 0.00031862830626148682 -0.0018176057247819071 0.0017664725878944838 -0.0020658570310166206 0.00039661488522178454 -0.0020660782470148633 0.0015366712554560522 0.00048933651250389527 0.0011733169406110966 -0.0020165071253354467 0.00036164297054395598 -0.0022671499596983824 -0.0019851920534511894 0.00017135716940239328 0.00016004111941054992
leaf_weight=2.9731717114132143 1.0185127054646761 0.9799881251528858 1.071336608380079 0.75268221739679564 0.30880305357277382 0.38017639890313404 1.3278845530003334 1.7503487346693871 0.45850666798651563 1.8671984244283524 0.79010983217449382 1.6397793814539907 0.37216339260339737 1.084906974807381 3.2557188851460506 2.1584277280398969 0.87810126319527604 0.25766974769067019 0.33022273598544416 0.33574122675690887 0.17036244961218505 0.68884213944147621 0.31412199209444203 0.53633886156603694 0.19921759279668549 2.3643581703121299 0.50332199269905686 0.16693538432218702 1.7255486346984978 80.202458420587249
leaf_count=414 49 15 12 44 5 10 22 15 9 272 109 7 50 8 54 36 16 10 26 41 151 45 10 19 124 343 17 46 43 2012
internal_value=0.000107304 -4.35644e-06 -0.000297397 -0.00100152 2.49255e-05 7.34438e-05 -4.09192e-05 0.000440183 0.000816249 -0.00012566 -0.000428199 0.000426186 -0.000398131 7.61039e-06 7.05303e-05 -4.01741e-05 -0.000325579 -0.000937934 -0.000101627 -0.000824418 0.00016307 0.00061331 -0.000138237 -0.000634455 0.000309387 0.000198472 -0.00133972 -0.000369368 0.000549491 0.000144473
internal_weight=110.863 27.6873 5.80864 1.82402 3.98462 21.8787 16.6779 5.20079 3.45044 3.67582 2.65731 2.47045 0.83067 16.2977 14.9698 12.1594 5.05745 1.80173 0.923634 0.665964 7.10193 2.84727 4.25466 1.71994 0.735556 2.53472 0.984379 0.481057 2.81046 83.1756
internal_count=4034 1608 491 56 435 1117 1021 96 81 430 381 66 59 1011 989 938 147 93 77 67 791 81 710 216 143 494 73 56 51 2426
is_linear=0
shrinkage=0.00196078


end of trees

feature_importances:
cm5_Cs=6283
atom_v_bur_3_5_Cs=6239
lst_pka_pred_nshell3=5973
atom_v_bur_3_5_Hs_min=5820
cm5_Hs_min=5685

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:[]
